From c54b79e7f7efc1ed05a7a9a993866bdb4054d6f8 Mon Sep 17 00:00:00 2001 From: miguel5612 Date: Fri, 27 Mar 2020 08:22:44 -0500 Subject: [PATCH] Migrated documentation to another repo --- Datasheets/Datasheets info.xlsx | Bin 285252 -> 0 bytes Datasheets/MQ131 - sensorsportal.pdf | Bin 162756 -> 0 bytes Datasheets/MQ135 - Hanwei.pdf | Bin 336652 -> 0 bytes Datasheets/MQ2 - Pololulu.pdf | Bin 184138 -> 0 bytes Datasheets/MQ3 - Sparkfun.pdf | Bin 56271 -> 0 bytes Datasheets/MQ303A - Hanwei.pdf | Bin 112031 -> 0 bytes Datasheets/MQ309A - Hanwei.pdf | Bin 46736 -> 0 bytes Datasheets/MQ4 - Sparkfun.pdf | Bin 53974 -> 0 bytes Datasheets/MQ5 - Parallax.pdf | Bin 55070 -> 0 bytes Datasheets/MQ6 - Sparkfun.pdf | Bin 55171 -> 0 bytes Datasheets/MQ7 - Sparkfun.pdf | Bin 53443 -> 0 bytes Datasheets/MQ8 - Sparkfun.pdf | Bin 69933 -> 0 bytes Datasheets/MQ9 - Hanwei.pdf | Bin 180432 -> 0 bytes Docs/pruebaSerial1Sensor.txt | 24 - Docs/pruebaSerialVariosSensores.txt | 24 - .../Datasheet Graphs.docx | Bin 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execution with the methods: -setR0, setRL, setA, setB where you will have to send as parameter the new value, example: MQ4.setR0(20); //R0 = 20K - -Authors: Miguel A. Califa U - Yersson R. Carrillo A - Ghiordy F. Contreras C -Contributors: Andres A. Martinez - Juan A. Rodríguez - Mario A. Rodríguez O - -Sensor: MQ-4 -Supply voltage: 5V -R0: - Sin determinar - -RL: 10KOhm -Model: Logarithmic regression with parameters. -a = 10000 | b = 50000 -Development board: Arduino - -|ADC_In | Equation_V_ADC | Voltage_ADC | Equation_R | Resistance_RS | EQ_Ratio | Ratio (RS/R0) | Equation_PPM | PPM | -*********************************************************************************************************************************************** -| 224 | v = ADC*5/1024 | 1.09375 | RS = ((5*RL)/Voltage) - RL| RS = 1.07K | Ratio = RS/R0| Ratio = .123K | a*ratio^b | 100000 PPM | -| 224 | v = ADC*5/1024 | 1.09375 | RS = ((5*RL)/Voltage) - RL| RS = 1.07K | Ratio = RS/R0| Ratio = .123K | a*ratio^b | 100000 PPM | -| 224 | v = ADC*5/1024 | 1.09375 | RS = ((5*RL)/Voltage) - RL| RS = 1.07K | Ratio = RS/R0| Ratio = .123K | a*ratio^b | 100000 PPM | -| 224 | v = ADC*5/1024 | 1.09375 | RS = ((5*RL)/Voltage) - RL| RS = 1.07K | Ratio = RS/R0| Ratio = .123K | a*ratio^b | 100000 PPM | -| 224 | v = ADC*5/1024 | 1.09375 | RS = ((5*RL)/Voltage) - RL| RS = 1.07K | Ratio = RS/R0| Ratio = .123K | a*ratio^b | 100000 PPM | diff --git a/Docs/pruebaSerialVariosSensores.txt b/Docs/pruebaSerialVariosSensores.txt deleted file mode 100644 index d5b33d1..0000000 --- a/Docs/pruebaSerialVariosSensores.txt +++ /dev/null @@ -1,24 +0,0 @@ -************************************************************************************************************************************************ -MQ sensor reading library for arduino - -Note: remember that all the parameters below can be modified during the program execution with the methods: -setR0, setRL, setA, setB where you will have to send as parameter the new value, example: MQ4.setR0(20); //R0 = 20K - -Authors: Miguel A. Califa U - Yersson R. Carrillo A - Ghiordy F. Contreras C -Contributors: Andres A. Martinez - Juan A. Rodríguez - Mario A. 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      " - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "%config InlineBackend.figure_formats = ['svg']\n", - "%matplotlib inline\n", - "import matplotlib.pyplot as plt\n", - "import matplotlib.lines as mlines\n", - "import matplotlib.transforms as mtransforms\n", - "\n", - "fig, ax = plt.subplots()\n", - "\n", - "fig.set_size_inches(18.5, 10.5, forward=True)\n", - "fig.set_dpi(200)\n", - "\n", - "# only these two lines are calibration curves\n", - "plt.plot(x,MQ2_R0, marker='o', linewidth=1, label='MQ2')\n", - "plt.plot(x, MQ3_R0, marker='o', linewidth=1, label='MQ3')\n", - "plt.plot(x, MQ4_R0, marker='o', linewidth=1, label='MQ4')\n", - "plt.plot(x, MQ5_R0, marker='o', linewidth=1, label='MQ5')\n", - "plt.plot(x, MQ6_R0, marker='o', linewidth=1, label='MQ6')\n", - "plt.plot(x, MQ7_R0, marker='o', linewidth=1, label='MQ7')\n", - "plt.plot(x, MQ8_R0, marker='o', linewidth=1, label='MQ8')\n", - "plt.plot(x, MQ9_R0, marker='o', linewidth=1, label='MQ9')\n", - "\n", - "# reference line, legends, and axis labels\n", - "#line = mlines.Line2D([0, 1], [0, 1], color='black')\n", - "#transform = ax.transAxes\n", - "#line.set_transform(transform)\n", - "#ax.add_line(line)\n", - "fig.suptitle('Calibration plot for MQ data')\n", - "ax.set_xlabel('Samples')\n", - "ax.set_ylabel('R0 (Kohms)')\n", - "plt.legend()\n", - "plt.savefig('demo1.svg')\n", - "plt.show()" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "\n" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "scrolled": true - }, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3", - "language": "python", - "name": "python3" - } - }, - "nbformat": 4, - "nbformat_minor": 2 -} diff --git a/Internal_design_documents/Experiments/.ipynb_checkpoints/LinearRegression-checkpoint.ipynb b/Internal_design_documents/Experiments/.ipynb_checkpoints/LinearRegression-checkpoint.ipynb deleted file mode 100644 index 2fd6442..0000000 --- a/Internal_design_documents/Experiments/.ipynb_checkpoints/LinearRegression-checkpoint.ipynb +++ /dev/null @@ -1,6 +0,0 @@ -{ - "cells": [], - "metadata": {}, - "nbformat": 4, - "nbformat_minor": 2 -} diff --git a/Internal_design_documents/Experiments/.ipynb_checkpoints/MQ131_Regression-checkpoint.ipynb b/Internal_design_documents/Experiments/.ipynb_checkpoints/MQ131_Regression-checkpoint.ipynb deleted file mode 100644 index 2e5152f..0000000 --- a/Internal_design_documents/Experiments/.ipynb_checkpoints/MQ131_Regression-checkpoint.ipynb +++ /dev/null @@ -1,1705 +0,0 @@ -{ - "cells": [ - { - "cell_type": "code", - "execution_count": 3, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Requirement already satisfied: pandas in c:\\programdata\\anaconda3\\lib\\site-packages (0.24.2)\n", - "Requirement already satisfied: pytz>=2011k in c:\\programdata\\anaconda3\\lib\\site-packages (from pandas) (2018.9)\n", - "Requirement already satisfied: python-dateutil>=2.5.0 in c:\\programdata\\anaconda3\\lib\\site-packages (from pandas) (2.8.0)\n", - "Requirement already satisfied: numpy>=1.12.0 in c:\\programdata\\anaconda3\\lib\\site-packages (from pandas) (1.16.2)\n", - "Requirement already satisfied: six>=1.5 in c:\\programdata\\anaconda3\\lib\\site-packages (from python-dateutil>=2.5.0->pandas) (1.12.0)\n", - "Requirement already satisfied: xlrd in c:\\programdata\\anaconda3\\lib\\site-packages (1.2.0)\n", - "Requirement already satisfied: sklearn in c:\\programdata\\anaconda3\\lib\\site-packages (0.0)\n", - "Requirement already satisfied: scikit-learn in c:\\programdata\\anaconda3\\lib\\site-packages (from sklearn) (0.21.2)\n", - "Requirement already satisfied: scipy>=0.17.0 in c:\\programdata\\anaconda3\\lib\\site-packages (from scikit-learn->sklearn) (1.2.1)\n", - "Requirement already satisfied: joblib>=0.11 in c:\\programdata\\anaconda3\\lib\\site-packages (from scikit-learn->sklearn) (0.13.2)\n", - "Requirement already satisfied: numpy>=1.11.0 in c:\\programdata\\anaconda3\\lib\\site-packages (from scikit-learn->sklearn) (1.16.2)\n", - "Requirement already satisfied: imblearn in c:\\programdata\\anaconda3\\lib\\site-packages (0.0)\n", - "Requirement already satisfied: imbalanced-learn in c:\\programdata\\anaconda3\\lib\\site-packages (from imblearn) (0.5.0)\n", - "Requirement already satisfied: joblib>=0.11 in c:\\programdata\\anaconda3\\lib\\site-packages (from imbalanced-learn->imblearn) (0.13.2)\n", - "Requirement already satisfied: scipy>=0.17 in c:\\programdata\\anaconda3\\lib\\site-packages (from imbalanced-learn->imblearn) (1.2.1)\n", - "Requirement already satisfied: numpy>=1.11 in c:\\programdata\\anaconda3\\lib\\site-packages (from imbalanced-learn->imblearn) (1.16.2)\n", - "Requirement already satisfied: scikit-learn>=0.21 in c:\\programdata\\anaconda3\\lib\\site-packages (from imbalanced-learn->imblearn) (0.21.2)\n" - ] - } - ], - "source": [ - "!pip install pandas\n", - "!pip install xlrd\n", - "!pip install sklearn\n", - "!pip install imblearn" - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "metadata": {}, - "outputs": [], - "source": [ - "import xlrd\n", - "book = xlrd.open_workbook(\"Datasheets info.xlsx\")\n", - "sheetMQ2 = book.sheet_by_name(\"MQ2 - Pololulu\")\n", - "sheetMQ3 = book.sheet_by_name(\"MQ3 - Sparkfun\")\n", - "sheetMQ4 = book.sheet_by_name(\"MQ4 - Sparkfun\")\n", - "sheetMQ5 = book.sheet_by_name(\"MQ5 - Sparkfun\")\n", - "sheetMQ6 = book.sheet_by_name(\"MQ6 - Sparkfun\")\n", - "sheetMQ7 = book.sheet_by_name(\"MQ7 - Sparkfun\")\n", - "sheetMQ8 = book.sheet_by_name(\"MQ8 - Sparkfun\")\n", - "sheetMQ9 = book.sheet_by_name(\"MQ9 - Haoyuelectronics\")\n", - "sheetMQ131 = book.sheet_by_name(\"MQ131- Sensorsportal\")\n", - "sheetMQ135 = book.sheet_by_name(\"MQ135 - HANWEI\")\n", - "sheetMQ303A = book.sheet_by_name(\"MQ303A - HANWEI\")\n", - "sheetMQ309A = book.sheet_by_name(\"MQ309A - HANWEI\")" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "0.1 \t \t \t \n", - "0.2 \t \t \t \n", - "0.3 \t \t \t \n", - "0.4 \t \t \t \n", - "0.5 \t \t \t 100.0\n", - "0.6 \t \t \t \n", - "0.7 \t \t \t \n", - "0.8 \t \t \t \n", - "0.9 \t \t \t \n", - "1.0 \t \t 50.0 \t \n", - "2.0 \t \t \t 20.0\n", - "3.0 \t 100.0 \t \t \n", - "4.0 \t \t \t \n", - "5.0 \t \t \t \n", - "6.0 \t \t 10.0 \t 5.0\n", - "7.0 \t 10.0 \t \t \n", - "8.0 \t \t 5.0 \t \n", - "9.0 \t 5.0 \t \t \n", - "10.0 \t \t \t \n" - ] - } - ], - "source": [ - "for row_index in range(1,20): #reading first columns\n", - " RsR0, Nox, CL2, O3 = sheetMQ131.row_values(row_index, start_colx=0, end_colx=4)\n", - " print(RsR0, \"\t\", Nox, \"\t\", CL2, \"\t\", O3)\n", - " " - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": {}, - "outputs": [], - "source": [ - "x_MQ131 = sheetMQ131.col_values(0)[2:]\n", - "MQ131_Nox = sheetMQ131.col_values(1)[2:]\n", - "MQ131_CL2 = sheetMQ131.col_values(2)[2:]\n", - "MQ131_O3 = sheetMQ131.col_values(3)[2:]" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": {}, - "outputs": [], - "source": [ - "def zero_to_nan(values):\n", - " \"\"\"Replace every 0 with 'nan' and return a copy.\"\"\"\n", - " return [float('nan') if x==0 else x for x in values]" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "metadata": {}, - "outputs": [], - "source": [ - "MQ131_Nox =zero_to_nan(MQ131_Nox)\n", - "MQ131_CL2 =zero_to_nan(MQ131_CL2)\n", - "MQ131_O3 =zero_to_nan(MQ131_O3)" - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "metadata": { - "scrolled": false - }, - "outputs": [], - "source": [ - "import pandas as pd\n", - "import numpy as np\n", - "from sklearn.datasets import load_iris\n", - "#from sklearn.cross_validation import train_test_split\n", - "from sklearn.tree import DecisionTreeClassifier\n", - "from sklearn import datasets\n", - "from sklearn import linear_model\n", - "\n", - "dataNox = {'RsRo': x_MQ131, 'Nox': MQ131_Nox}\n", - "dataCL2 = {'RsRo': x_MQ131, 'CL2': MQ131_CL2}\n", - "dataO3 = {'RsRo': x_MQ131, 'O3': MQ131_O3}\n", - "\n", - "dfMQ131_Nox = pd.DataFrame(dataNox)\n", - "dfMQ131_CL2 = pd.DataFrame(dataCL2)\n", - "dfMQ131_O3 = pd.DataFrame(dataO3)\n", - "\n", - "dfMQ131_Nox['Nox'] = pd.to_numeric(dfMQ131_Nox['Nox'])\n", - "dfMQ131_CL2['CL2'] = pd.to_numeric(dfMQ131_CL2['CL2'])\n", - "dfMQ131_O3['O3'] = pd.to_numeric(dfMQ131_O3['O3'])\n", - "\n", - "dfMQ131_Nox['Nox'] = dfMQ131_Nox['Nox'].replace('',None, regex=True)\n", - "dfMQ131_CL2['CL2'] = dfMQ131_CL2['CL2'].replace('',None, regex=True)\n", - "dfMQ131_O3['O3'] = dfMQ131_O3['O3'].replace('',None, regex=True)\n", - "\n", - "#Global X_Predict variable\n", - "X_Predict = dfMQ131_Nox.RsRo.apply(lambda x: [x]).tolist()" - ] - }, - { - "cell_type": "code", - "execution_count": 11, - "metadata": {}, - "outputs": [], - "source": [ - "#Model and train Nox\n", - "dataset2TrainNox = dfMQ131_Nox.copy()\n", - "dataset2TrainNox.dropna(inplace=True)\n", - "X_trainNox = dataset2TrainNox.RsRo.apply(lambda x: [x]).tolist()\n", - "y_trainNox = dataset2TrainNox['Nox'].tolist()\n", - "model = linear_model.Lasso(alpha=0.1)\n", - "model.fit(X_trainNox, y_trainNox)\n", - "#Predict\n", - "Nox_Predicted = model.predict(X_Predict)\n", - "#save into MQ2\n", - "MQ131_Nox = Nox_Predicted" - ] - }, - { - "cell_type": "code", - "execution_count": 12, - "metadata": {}, - "outputs": [], - "source": [ - "#Model and train CL2\n", - "dataset2TrainCL2 = dfMQ131_CL2.copy()\n", - "dataset2TrainCL2.dropna(inplace=True)\n", - "X_trainCL2 = dataset2TrainCL2.RsRo.apply(lambda x: [x]).tolist()\n", - "y_trainCL2 = dataset2TrainCL2['CL2'].tolist()\n", - "model = linear_model.Lasso(alpha=0.1)\n", - "model.fit(X_trainCL2, y_trainCL2)\n", - "#Predict\n", - "CL2_Predicted = model.predict(X_Predict)\n", - "#save into MQ2\n", - "MQ131_CL2 = CL2_Predicted" - ] - }, - { - "cell_type": "code", - "execution_count": 13, - "metadata": {}, - "outputs": [], - "source": [ - "#Model and train O3\n", - "dataset2TrainO3 = dfMQ131_O3.copy()\n", - "dataset2TrainO3.dropna(inplace=True)\n", - "X_trainO3 = dataset2TrainO3.RsRo.apply(lambda x: [x]).tolist()\n", - "y_trainO3 = dataset2TrainO3['O3'].tolist()\n", - "model = linear_model.Lasso(alpha=0.1)\n", - "model.fit(X_trainO3, y_trainO3)\n", - "#Predict\n", - "O3_Predicted = model.predict(X_Predict)\n", - "#save into MQ2\n", - "MQ131_O3 = O3_Predicted" - ] - }, - { - "cell_type": "code", - "execution_count": 14, - "metadata": {}, - "outputs": [ - { - "data": { - "image/svg+xml": [ - "\r\n", - "\r\n", - "\r\n", - "\r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - 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" \r\n", - " \r\n", - " \r\n", - " \r\n", - "\r\n" - ], - "text/plain": [ - "
      " - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "%config InlineBackend.figure_formats = ['svg']\n", - "%matplotlib inline\n", - "import matplotlib.pyplot as plt\n", - "import matplotlib.lines as mlines\n", - "import matplotlib.transforms as mtransforms\n", - "\n", - "fig, ax = plt.subplots()\n", - "\n", - "fig.set_size_inches(9, 5.5, forward=True)\n", - "fig.set_dpi(200)\n", - "\n", - "# only these two lines are calibration curves\n", - "plt.plot(MQ131_Nox, x_MQ131, marker='o', linewidth=1, label='Nox')\n", - "plt.plot(MQ131_CL2, x_MQ131, marker='o', linewidth=1, label='CL2')\n", - "plt.plot(MQ131_O3, x_MQ131, marker='o', linewidth=1, label='O3')\n", - "\n", - "\n", - "# reference line, legends, and axis labels\n", - "#line = mlines.Line2D([0, 1], [0, 1], color='black')\n", - "#transform = ax.transAxes\n", - "#line.set_transform(transform)\n", - "#ax.add_line(line)\n", - "plt.yscale('log')\n", - "plt.xscale('log')\n", - "plt.legend()\n", - "\n", - "plt.grid(b=True, which='minor', color='lightgrey', linestyle='--')\n", - "\n", - "fig.suptitle('Calibration plot for MQ-131 data')\n", - "ax.set_xlabel('PPM Concentration')\n", - "ax.set_ylabel('Rs/Ro')\n", - "\n", - "\n", - "#Save image\n", - "plt.savefig('MQ131.svg', format = 'svg', dpi = 1200)\n", - "plt.savefig('MQ131.png')\n", - "plt.savefig('MQ131.eps', format = 'eps', dpi = 1200)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.7.3" - } - }, - "nbformat": 4, - "nbformat_minor": 2 -} diff --git a/Internal_design_documents/Experiments/.ipynb_checkpoints/MQ135_Regression-checkpoint.ipynb b/Internal_design_documents/Experiments/.ipynb_checkpoints/MQ135_Regression-checkpoint.ipynb deleted file mode 100644 index 636d956..0000000 --- a/Internal_design_documents/Experiments/.ipynb_checkpoints/MQ135_Regression-checkpoint.ipynb +++ /dev/null @@ -1,2061 +0,0 @@ -{ - "cells": [ - { - "cell_type": "code", - "execution_count": 3, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Requirement already satisfied: pandas in c:\\programdata\\anaconda3\\lib\\site-packages (0.24.2)\n", - "Requirement already satisfied: pytz>=2011k in c:\\programdata\\anaconda3\\lib\\site-packages (from pandas) (2018.9)\n", - "Requirement already satisfied: python-dateutil>=2.5.0 in c:\\programdata\\anaconda3\\lib\\site-packages (from pandas) (2.8.0)\n", - "Requirement already satisfied: numpy>=1.12.0 in c:\\programdata\\anaconda3\\lib\\site-packages (from pandas) (1.16.2)\n", - "Requirement already satisfied: six>=1.5 in c:\\programdata\\anaconda3\\lib\\site-packages (from python-dateutil>=2.5.0->pandas) (1.12.0)\n", - "Requirement already satisfied: xlrd in c:\\programdata\\anaconda3\\lib\\site-packages (1.2.0)\n", - "Requirement already satisfied: sklearn in c:\\programdata\\anaconda3\\lib\\site-packages (0.0)\n", - "Requirement already satisfied: scikit-learn in c:\\programdata\\anaconda3\\lib\\site-packages (from sklearn) (0.21.2)\n", - 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"Requirement already satisfied: scikit-learn>=0.21 in c:\\programdata\\anaconda3\\lib\\site-packages (from imbalanced-learn->imblearn) (0.21.2)\n" - ] - } - ], - "source": [ - "!pip install pandas\n", - "!pip install xlrd\n", - "!pip install sklearn\n", - "!pip install imblearn" - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "metadata": {}, - "outputs": [], - "source": [ - "import xlrd\n", - "book = xlrd.open_workbook(\"Datasheets info.xlsx\")\n", - "sheetMQ2 = book.sheet_by_name(\"MQ2 - Pololulu\")\n", - "sheetMQ3 = book.sheet_by_name(\"MQ3 - Sparkfun\")\n", - "sheetMQ4 = book.sheet_by_name(\"MQ4 - Sparkfun\")\n", - "sheetMQ5 = book.sheet_by_name(\"MQ5 - Sparkfun\")\n", - "sheetMQ6 = book.sheet_by_name(\"MQ6 - Sparkfun\")\n", - "sheetMQ7 = book.sheet_by_name(\"MQ7 - Sparkfun\")\n", - "sheetMQ8 = book.sheet_by_name(\"MQ8 - Sparkfun\")\n", - "sheetMQ9 = book.sheet_by_name(\"MQ9 - Haoyuelectronics\")\n", - "sheetMQ131 = book.sheet_by_name(\"MQ131- Sensorsportal\")\n", - "sheetMQ135 = book.sheet_by_name(\"MQ135 - HANWEI\")\n", - "sheetMQ303A = book.sheet_by_name(\"MQ303A - HANWEI\")\n", - "sheetMQ309A = book.sheet_by_name(\"MQ309A - HANWEI\")" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "0.1 \t \t \t \t \t \t \n", - "0.2 \t \t \t \t \t \t \n", - "0.3 \t \t \t \t \t \t \n", - "0.4 \t \t \t \t \t \t \n", - "0.5 \t \t \t \t \t \t \n", - "0.6 \t \t \t \t \t 200.0 \t 200.0\n", - "0.7 \t \t \t 200.0 \t \t \t 100.0\n", - "0.8 \t 200.0 \t \t \t 200.0 \t 100.0 \t \n", - "0.9 \t \t \t 100.0 \t \t \t \n", - "1.0 \t 100.0 \t 200.0 \t \t 100.0 \t 10.0 \t 10.0\n", - "2.0 \t 10.0 \t \t 10.0 \t \t \t \n", - "3.0 \t \t 10.0 \t \t 10.0 \t \t \n", - "4.0 \t \t \t \t \t \t \n", - "5.0 \t \t \t \t \t \t \n", - "6.0 \t \t \t \t \t \t \n", - "7.0 \t \t \t \t \t \t \n", - "8.0 \t \t \t \t \t \t \n", - "9.0 \t \t \t \t \t \t \n", - "10.0 \t \t \t \t \t \t \n" - ] - } - ], - "source": [ - "for row_index in range(1,20): #reading first columns\n", - " RsR0, CO2, CO, Alcohol, NH4, Tolueno, Acetona = sheetMQ135.row_values(row_index, start_colx=0, end_colx=7)\n", - " print(RsR0, \"\t\", CO2, \"\t\", CO, \"\t\", Alcohol, \"\t\", NH4, \"\t\", Tolueno, \"\t\", Acetona)\n", - " " - ] - }, - { - "cell_type": "code", - "execution_count": 32, - "metadata": {}, - "outputs": [], - "source": [ - "x_MQ135 = sheetMQ135.col_values(0)[2:]\n", - "MQ135_CO2 = sheetMQ135.col_values(1)[2:]\n", - "MQ135_CO = sheetMQ135.col_values(2)[2:]\n", - "MQ135_Alcohol = sheetMQ135.col_values(3)[2:]\n", - "MQ135_NH4 = sheetMQ135.col_values(4)[2:]\n", - "MQ135_Tolueno = sheetMQ135.col_values(5)[2:]\n", - "MQ135_Acetona = sheetMQ135.col_values(6)[2:]" - ] - }, - { - "cell_type": "code", - "execution_count": 33, - "metadata": {}, - "outputs": [], - "source": [ - "def zero_to_nan(values):\n", - " \"\"\"Replace every 0 with 'nan' and return a copy.\"\"\"\n", - " return [float('nan') if x==0 else x for x in values]" - ] - }, - { - "cell_type": "code", - "execution_count": 34, - "metadata": {}, - "outputs": [], - "source": [ - "MQ135_CO2 =zero_to_nan(MQ135_CO2)\n", - "MQ135_CO =zero_to_nan(MQ135_CO)\n", - "MQ135_Alcohol =zero_to_nan(MQ135_Alcohol)\n", - "MQ135_NH4 =zero_to_nan(MQ135_NH4)\n", - "MQ135_Tolueno =zero_to_nan(MQ135_Tolueno)\n", - "MQ135_Acetona =zero_to_nan(MQ135_Acetona)" - ] - }, - { - "cell_type": "code", - "execution_count": 35, - "metadata": { - "scrolled": false - }, - "outputs": [], - "source": [ - "import pandas as pd\n", - "import numpy as np\n", - "from sklearn.datasets import load_iris\n", - "#from sklearn.cross_validation import train_test_split\n", - "from sklearn.tree import DecisionTreeClassifier\n", - "from sklearn import datasets\n", - "from sklearn import linear_model\n", - "\n", - "dataCO2 = {'RsRo': x_MQ135, 'CO2': MQ135_CO2}\n", - "dataCO = {'RsRo': x_MQ135, 'CO': MQ135_CO}\n", - "dataAlcohol = {'RsRo': x_MQ135, 'Alcohol': MQ135_Alcohol}\n", - "dataNH4 = {'RsRo': x_MQ135, 'NH4': MQ135_NH4}\n", - "dataTolueno = {'RsRo': x_MQ135, 'Tolueno': MQ135_Tolueno}\n", - "dataAcetona = {'RsRo': x_MQ135, 'Acetona': MQ135_Acetona}\n", - "\n", - "dfMQ135_CO2 = pd.DataFrame(dataCO2)\n", - "dfMQ135_CO = pd.DataFrame(dataCO)\n", - "dfMQ135_Alcohol = pd.DataFrame(dataAlcohol)\n", - "dfMQ135_NH4 = pd.DataFrame(dataNH4)\n", - "dfMQ135_Tolueno = pd.DataFrame(dataTolueno)\n", - "dfMQ135_Acetona = pd.DataFrame(dataAcetona)\n", - "\n", - "dfMQ135_CO2['CO2'] = pd.to_numeric(dfMQ135_CO2['CO2'])\n", - "dfMQ135_CO['CO'] = pd.to_numeric(dfMQ135_CO['CO'])\n", - "dfMQ135_Alcohol['Alcohol'] = pd.to_numeric(dfMQ135_Alcohol['Alcohol'])\n", - "dfMQ135_NH4['NH4'] = pd.to_numeric(dfMQ135_NH4['NH4'])\n", - "dfMQ135_Tolueno['Tolueno'] = pd.to_numeric(dfMQ135_Tolueno['Tolueno'])\n", - "dfMQ135_Acetona['Acetona'] = pd.to_numeric(dfMQ135_Acetona['Acetona'])\n", - "\n", - "dfMQ135_CO2['CO2'] = dfMQ135_CO2['CO2'].replace('',None, regex=True)\n", - "dfMQ135_CO['CO'] = dfMQ135_CO['CO'].replace('',None, regex=True)\n", - "dfMQ135_Alcohol['Alcohol'] = dfMQ135_Alcohol['Alcohol'].replace('',None, regex=True)\n", - "dfMQ135_NH4['NH4'] = dfMQ135_NH4['NH4'].replace('',None, regex=True)\n", - "dfMQ135_Tolueno['Tolueno'] = dfMQ135_Tolueno['Tolueno'].replace('',None, regex=True)\n", - "dfMQ135_Acetona['Acetona'] = dfMQ135_Acetona['Acetona'].replace('',None, regex=True)\n", - "\n", - "#Global X_Predict variable\n", - "X_Predict = dfMQ135_CO2.RsRo.apply(lambda x: [x]).tolist()" - ] - }, - { - "cell_type": "code", - "execution_count": 36, - "metadata": {}, - "outputs": [], - "source": [ - "#Model and train CO2\n", - "dataset2TrainCO2 = dfMQ135_CO2.copy()\n", - "dataset2TrainCO2.dropna(inplace=True)\n", - "X_trainCO2 = dataset2TrainCO2.RsRo.apply(lambda x: [x]).tolist()\n", - "y_trainCO2 = dataset2TrainCO2['CO2'].tolist()\n", - "model = linear_model.Lasso(alpha=0.1)\n", - "model.fit(X_trainCO2, y_trainCO2)\n", - "#Predict\n", - "CO2_Predicted = model.predict(X_Predict)\n", - "#save into MQ2\n", - "MQ135_CO2 = CO2_Predicted" - ] - }, - { - "cell_type": "code", - "execution_count": 37, - "metadata": {}, - "outputs": [], - "source": [ - "#Model and train CO\n", - "dataset2TrainCO = dfMQ135_CO.copy()\n", - "dataset2TrainCO.dropna(inplace=True)\n", - "X_trainCO = dataset2TrainCO.RsRo.apply(lambda x: [x]).tolist()\n", - "y_trainCO = dataset2TrainCO['CO'].tolist()\n", - "model = linear_model.Lasso(alpha=0.1)\n", - "model.fit(X_trainCO, y_trainCO)\n", - "#Predict\n", - "CO_Predicted = model.predict(X_Predict)\n", - "#save into MQ2\n", - "MQ135_CO = CO_Predicted" - ] - }, - { - "cell_type": "code", - "execution_count": 38, - "metadata": {}, - "outputs": [], - "source": [ - "#Model and train Alcohol\n", - "dataset2TrainAlcohol = dfMQ135_Alcohol.copy()\n", - "dataset2TrainAlcohol.dropna(inplace=True)\n", - "X_trainAlcohol = dataset2TrainAlcohol.RsRo.apply(lambda x: [x]).tolist()\n", - "y_trainAlcohol = dataset2TrainAlcohol['Alcohol'].tolist()\n", - "model = linear_model.Lasso(alpha=0.1)\n", - "model.fit(X_trainAlcohol, y_trainAlcohol)\n", - "#Predict\n", - "Alcohol_Predicted = model.predict(X_Predict)\n", - "#save into MQ2\n", - "MQ135_Alcohol = Alcohol_Predicted" - ] - }, - { - "cell_type": "code", - "execution_count": 39, - "metadata": {}, - "outputs": [], - "source": [ - "#Model and train NH4\n", - "dataset2TrainNH4 = dfMQ135_NH4.copy()\n", - "dataset2TrainNH4.dropna(inplace=True)\n", - "X_trainNH4 = dataset2TrainNH4.RsRo.apply(lambda x: [x]).tolist()\n", - "y_trainNH4 = dataset2TrainNH4['NH4'].tolist()\n", - "model = linear_model.Lasso(alpha=0.1)\n", - "model.fit(X_trainNH4, y_trainNH4)\n", - "#Predict\n", - "NH4_Predicted = model.predict(X_Predict)\n", - "#save into MQ2\n", - "MQ135_NH4 = NH4_Predicted" - ] - }, - { - "cell_type": "code", - "execution_count": 41, - "metadata": {}, - "outputs": [], - "source": [ - "#Model and train Tolueno\n", - "dataset2TrainTolueno = dfMQ135_Tolueno.copy()\n", - "dataset2TrainTolueno.dropna(inplace=True)\n", - "X_trainTolueno = dataset2TrainTolueno.RsRo.apply(lambda x: [x]).tolist()\n", - "y_trainTolueno = dataset2TrainTolueno['Tolueno'].tolist()\n", - "model = linear_model.Lasso(alpha=0.1)\n", - "model.fit(X_trainTolueno, y_trainTolueno)\n", - "#Predict\n", - "Tolueno_Predicted = model.predict(X_Predict)\n", - "#save into MQ2\n", - "MQ135_Tolueno = Tolueno_Predicted" - ] - }, - { - "cell_type": "code", - "execution_count": 44, - "metadata": {}, - "outputs": [], - "source": [ - "#Model and train Acetona\n", - "dataset2TrainAcetona = dfMQ135_Acetona.copy()\n", - "dataset2TrainAcetona.dropna(inplace=True)\n", - "X_trainAcetona = dataset2TrainAcetona.RsRo.apply(lambda x: [x]).tolist()\n", - "y_trainAcetona = dataset2TrainAcetona['Acetona'].tolist()\n", - "model = linear_model.Lasso(alpha=0.1)\n", - "model.fit(X_trainAcetona, y_trainAcetona)\n", - "#Predict\n", - "Acetona_Predicted = model.predict(X_Predict)\n", - "#save into MQ2\n", - "MQ135_Acetona = Acetona_Predicted" - ] - }, - { - "cell_type": "code", - "execution_count": 45, - "metadata": {}, - "outputs": [ - { - "data": { - "image/svg+xml": [ - "\r\n", - "\r\n", - "\r\n", - "\r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - 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      " - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "%config InlineBackend.figure_formats = ['svg']\n", - "%matplotlib inline\n", - "import matplotlib.pyplot as plt\n", - "import matplotlib.lines as mlines\n", - "import matplotlib.transforms as mtransforms\n", - "\n", - "fig, ax = plt.subplots()\n", - "\n", - "fig.set_size_inches(9, 5.5, forward=True)\n", - "fig.set_dpi(200)\n", - "\n", - "# only these two lines are calibration curves\n", - "plt.plot(MQ135_CO2, x_MQ135, marker='o', linewidth=1, label='CO2')\n", - "plt.plot(MQ135_CO, x_MQ135, marker='o', linewidth=1, label='CO')\n", - "plt.plot(MQ135_Alcohol, x_MQ135, marker='o', linewidth=1, label='Alcohol')\n", - "plt.plot(MQ135_NH4, x_MQ135, marker='o', linewidth=1, label='NH4')\n", - "plt.plot(MQ135_Tolueno, x_MQ135, marker='o', linewidth=1, label='Tolueno')\n", - "plt.plot(MQ135_Acetona, x_MQ135, marker='o', linewidth=1, label='Acetona')\n", - "\n", - "# reference line, legends, and axis labels\n", - "#line = mlines.Line2D([0, 1], [0, 1], color='black')\n", - "#transform = ax.transAxes\n", - "#line.set_transform(transform)\n", - "#ax.add_line(line)\n", - "plt.yscale('log')\n", - "plt.xscale('log')\n", - "plt.legend()\n", - "\n", - "plt.grid(b=True, which='minor', color='lightgrey', linestyle='--')\n", - "\n", - "fig.suptitle('Calibration plot for MQ-135 data')\n", - "ax.set_xlabel('PPM Concentration')\n", - "ax.set_ylabel('Rs/Ro')\n", - "\n", - "\n", - "#Save image\n", - "plt.savefig('MQ135.svg', format = 'svg', dpi = 1200)\n", - "plt.savefig('MQ135.png')\n", - "plt.savefig('MQ135.eps', format = 'eps', dpi = 1200)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.7.3" - } - }, - "nbformat": 4, - "nbformat_minor": 2 -} diff --git a/Internal_design_documents/Experiments/.ipynb_checkpoints/MQ2_Regression-checkpoint.ipynb b/Internal_design_documents/Experiments/.ipynb_checkpoints/MQ2_Regression-checkpoint.ipynb deleted file mode 100644 index 15730f6..0000000 --- a/Internal_design_documents/Experiments/.ipynb_checkpoints/MQ2_Regression-checkpoint.ipynb +++ /dev/null @@ -1,2050 +0,0 @@ -{ - "cells": [ - { - "cell_type": "code", - "execution_count": 68, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Requirement already satisfied: pandas in c:\\programdata\\anaconda3\\lib\\site-packages (0.24.2)\n", - "Requirement already satisfied: python-dateutil>=2.5.0 in c:\\programdata\\anaconda3\\lib\\site-packages (from pandas) (2.8.0)\n", - "Requirement already satisfied: numpy>=1.12.0 in c:\\programdata\\anaconda3\\lib\\site-packages (from pandas) (1.16.2)\n", - "Requirement already satisfied: pytz>=2011k in c:\\programdata\\anaconda3\\lib\\site-packages (from pandas) (2018.9)\n", - "Requirement already satisfied: six>=1.5 in c:\\programdata\\anaconda3\\lib\\site-packages (from python-dateutil>=2.5.0->pandas) (1.12.0)\n", - "Requirement already satisfied: xlrd in c:\\programdata\\anaconda3\\lib\\site-packages (1.2.0)\n", - "Requirement already satisfied: sklearn in c:\\programdata\\anaconda3\\lib\\site-packages (0.0)\n", - "Requirement already satisfied: scikit-learn in c:\\programdata\\anaconda3\\lib\\site-packages (from sklearn) (0.21.2)\n", - "Requirement already satisfied: numpy>=1.11.0 in c:\\programdata\\anaconda3\\lib\\site-packages (from scikit-learn->sklearn) (1.16.2)\n", - "Requirement already satisfied: scipy>=0.17.0 in c:\\programdata\\anaconda3\\lib\\site-packages (from scikit-learn->sklearn) (1.2.1)\n", - "Requirement already satisfied: joblib>=0.11 in c:\\programdata\\anaconda3\\lib\\site-packages (from scikit-learn->sklearn) (0.13.2)\n", - "Requirement already satisfied: imblearn in c:\\programdata\\anaconda3\\lib\\site-packages (0.0)\n", - "Requirement already satisfied: imbalanced-learn in c:\\programdata\\anaconda3\\lib\\site-packages (from imblearn) (0.5.0)\n", - "Requirement already satisfied: scipy>=0.17 in c:\\programdata\\anaconda3\\lib\\site-packages (from imbalanced-learn->imblearn) (1.2.1)\n", - "Requirement already satisfied: numpy>=1.11 in c:\\programdata\\anaconda3\\lib\\site-packages (from imbalanced-learn->imblearn) (1.16.2)\n", - "Requirement already satisfied: joblib>=0.11 in c:\\programdata\\anaconda3\\lib\\site-packages (from imbalanced-learn->imblearn) (0.13.2)\n", - "Requirement already satisfied: scikit-learn>=0.21 in c:\\programdata\\anaconda3\\lib\\site-packages (from imbalanced-learn->imblearn) (0.21.2)\n" - ] - } - ], - "source": [ - "!pip install pandas\n", - "!pip install xlrd\n", - "!pip install sklearn\n", - "!pip install imblearn" - ] - }, - { - "cell_type": "code", - "execution_count": 69, - "metadata": {}, - "outputs": [], - "source": [ - "import xlrd\n", - "book = xlrd.open_workbook(\"Datasheets info.xlsx\")\n", - "sheetMQ2 = book.sheet_by_name(\"MQ2 - Pololulu\")\n", - "sheetMQ3 = book.sheet_by_name(\"MQ3 - Sparkfun\")\n", - "sheetMQ4 = book.sheet_by_name(\"MQ4 - Sparkfun\")\n", - "sheetMQ5 = book.sheet_by_name(\"MQ5 - Sparkfun\")\n", - "sheetMQ6 = book.sheet_by_name(\"MQ6 - Sparkfun\")\n", - "sheetMQ7 = book.sheet_by_name(\"MQ7 - Sparkfun\")\n", - "sheetMQ8 = book.sheet_by_name(\"MQ8 - Sparkfun\")\n", - "sheetMQ9 = book.sheet_by_name(\"MQ9 - Haoyuelectronics\")\n", - "sheetMQ131 = book.sheet_by_name(\"MQ131- Sensorsportal\")\n", - "sheetMQ135 = book.sheet_by_name(\"MQ135 - HANWEI\")\n", - "sheetMQ303A = book.sheet_by_name(\"MQ303A - HANWEI\")\n", - "sheetMQ309A = book.sheet_by_name(\"MQ309A - HANWEI\")" - ] - }, - { - "cell_type": "code", - "execution_count": 70, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "RS/R0 \t H2 \t LPG \t CH4 \t CO \t Alcohol \t Propane\n", - "0.1 \t \t \t \t \t \t \n", - "0.2 \t \t \t \t \t \t \n", - "0.3 \t \t \t \t \t \t \n", - "0.4 \t \t \t \t \t \t \n", - "0.5 \t \t \t \t \t \t \n", - "0.6 \t \t 2000.0 \t \t \t \t 2000.0\n", - "0.7 \t 2100.0 \t \t \t \t \t \n", - "0.8 \t \t 1000.0 \t \t \t \t 1000.0\n", - "0.9 \t \t 800.0 \t 5000.0 \t \t 5000.0 \t 800.0\n", - "1.0 \t 1000.0 \t \t \t \t \t \n", - "2.0 \t 201.0 \t \t 800.0 \t \t 500.0 \t \n", - "3.0 \t \t \t 200.0 \t 1000.0 \t 200.0 \t \n", - "4.0 \t \t \t \t 500.0 \t \t \n", - "5.0 \t \t \t \t 200.0 \t \t \n", - "6.0 \t \t \t \t \t \t \n", - "7.0 \t \t \t \t \t \t \n", - "8.0 \t \t \t \t \t \t \n", - "9.0 \t \t \t \t \t \t \n" - ] - } - ], - "source": [ - "for row_index in range(1,20): #reading first columns\n", - " RsR0, H2, LPG, CH4, CO, Alcohol, propane = sheetMQ2.row_values(row_index, start_colx=0, end_colx=7)\n", - " print(RsR0, \"\t\", H2, \"\t\", LPG, \"\t\", CH4, \"\t\", CO, \"\t\", Alcohol, \"\t\", propane)\n", - " " - ] - }, - { - "cell_type": "code", - "execution_count": 71, - "metadata": {}, - "outputs": [], - "source": [ - "x_MQ2 = sheetMQ2.col_values(0)[2:]\n", - "MQ2_H2 = sheetMQ2.col_values(1)[2:]\n", - "MQ2_LPG = sheetMQ2.col_values(2)[2:]\n", - "MQ2_CH4 = sheetMQ2.col_values(3)[2:]\n", - "MQ2_CO = sheetMQ2.col_values(4)[2:]\n", - "MQ2_Alcohol = sheetMQ2.col_values(5)[2:]\n", - "MQ2_propane = sheetMQ2.col_values(6)[2:]" - ] - }, - { - "cell_type": "code", - "execution_count": 72, - "metadata": {}, - "outputs": [], - "source": [ - "def zero_to_nan(values):\n", - " \"\"\"Replace every 0 with 'nan' and return a copy.\"\"\"\n", - " return [float('nan') if x==0 else x for x in values]" - ] - }, - { - "cell_type": "code", - "execution_count": 73, - "metadata": {}, - "outputs": [], - "source": [ - "MQ2_H2 =zero_to_nan(MQ2_H2)\n", - "MQ2_LPG =zero_to_nan(MQ2_LPG)\n", - "MQ2_CH4 =zero_to_nan(MQ2_CH4)\n", - "MQ2_CO =zero_to_nan(MQ2_CO)\n", - "MQ2_Alcohol =zero_to_nan(MQ2_Alcohol)\n", - "MQ2_propane =zero_to_nan(MQ2_propane)" - ] - }, - { - "cell_type": "code", - "execution_count": 74, - "metadata": { - "scrolled": false - }, - "outputs": [], - "source": [ - "import pandas as pd\n", - "import numpy as np\n", - "from sklearn.datasets import load_iris\n", - "#from sklearn.cross_validation import train_test_split\n", - "from sklearn.tree import DecisionTreeClassifier\n", - "from sklearn import datasets\n", - "from sklearn import linear_model\n", - "\n", - "dataH2 = {'RsRo': x_MQ2, 'H2': MQ2_H2}\n", - "dataLPG = {'RsRo': x_MQ2, 'LPG': MQ2_LPG}\n", - "dataCH4 = {'RsRo': x_MQ2, 'CH4': MQ2_CH4}\n", - "dataCO = {'RsRo': x_MQ2, 'CO': MQ2_CO}\n", - "dataAlcohol = {'RsRo': x_MQ2, 'Alcohol': MQ2_Alcohol}\n", - "dataPropane = {'RsRo': x_MQ2, 'Propane': MQ2_propane}\n", - "\n", - "dfMQ2_H2 = pd.DataFrame(dataH2)\n", - "dfMQ2_LPG = pd.DataFrame(dataLPG)\n", - "dfMQ2_CH4 = pd.DataFrame(dataCH4)\n", - "dfMQ2_CO = pd.DataFrame(dataCO)\n", - "dfMQ2_Alcohol = pd.DataFrame(dataAlcohol)\n", - "dfMQ2_Propane = pd.DataFrame(dataPropane)\n", - "\n", - "dfMQ2_H2['H2'] = pd.to_numeric(dfMQ2_H2['H2'])\n", - "dfMQ2_LPG['LPG'] = pd.to_numeric(dfMQ2_LPG['LPG'])\n", - "dfMQ2_CH4['CH4'] = pd.to_numeric(dfMQ2_CH4['CH4'])\n", - "dfMQ2_CO['CO'] = pd.to_numeric(dfMQ2_CO['CO'])\n", - "dfMQ2_Alcohol['Alcohol'] = pd.to_numeric(dfMQ2_Alcohol['Alcohol'])\n", - "dfMQ2_Propane['Propane'] = pd.to_numeric(dfMQ2_Propane['Propane'])\n", - "\n", - "dfMQ2_H2['H2'] = dfMQ2_H2['H2'].replace('',None, regex=True)\n", - "dfMQ2_LPG['LPG'] = dfMQ2_LPG['LPG'].replace('',None, regex=True)\n", - "dfMQ2_CH4['CH4'] = dfMQ2_CH4['CH4'].replace('',None, regex=True)\n", - "dfMQ2_CO['CO'] = dfMQ2_CO['CO'].replace('',None, regex=True)\n", - "dfMQ2_Alcohol['Alcohol'] = dfMQ2_Alcohol['Alcohol'].replace('',None, regex=True)\n", - "dfMQ2_Propane['Propane'] = dfMQ2_Propane['Propane'].replace('',None, regex=True)\n", - "\n", - "#Global X_Predict variable\n", - "X_Predict = dfMQ2_H2.RsRo.apply(lambda x: [x]).tolist()" - ] - }, - { - "cell_type": "code", - "execution_count": 75, - "metadata": {}, - "outputs": [], - "source": [ - "#Model and train\n", - "dataset2TrainH2 = dfMQ2_H2.copy()\n", - "dataset2TrainH2.dropna(inplace=True)\n", - "X_trainH2 = dataset2TrainH2.RsRo.apply(lambda x: [x]).tolist()\n", - "y_trainH2 = dataset2TrainH2['H2'].tolist()\n", - "model = linear_model.Lasso(alpha=0.1)\n", - "model.fit(X_trainH2, y_trainH2)\n", - "#Predict\n", - "H2_Predicted = model.predict(X_Predict)\n", - "#save into MQ2\n", - "MQ2_H2 = H2_Predicted" - ] - }, - { - "cell_type": "code", - "execution_count": 76, - "metadata": {}, - "outputs": [], - "source": [ - "#Model and train\n", - "dataset2TrainLPG = dfMQ2_LPG.copy()\n", - "dataset2TrainLPG.dropna(inplace=True)\n", - "X_trainLPG = dataset2TrainLPG.RsRo.apply(lambda x: [x]).tolist()\n", - "y_trainLPG = dataset2TrainLPG['LPG'].tolist()\n", - "model = linear_model.Lasso(alpha=0.1)\n", - "model.fit(X_trainLPG, y_trainLPG)\n", - "#Predict\n", - "LPG_Predicted = model.predict(X_Predict)\n", - "#save into MQ2\n", - "MQ2_LPG = LPG_Predicted" - ] - }, - { - "cell_type": "code", - "execution_count": 77, - "metadata": {}, - "outputs": [], - "source": [ - "#Model and train\n", - "dataset2TrainCH4 = dfMQ2_CH4.copy()\n", - "dataset2TrainCH4.dropna(inplace=True)\n", - "X_trainCH4 = dataset2TrainCH4.RsRo.apply(lambda x: [x]).tolist()\n", - "y_trainCH4 = dataset2TrainCH4['CH4'].tolist()\n", - "model = linear_model.Lasso(alpha=0.1)\n", - "model.fit(X_trainCH4, y_trainCH4)\n", - "#Predict\n", - "CH4_Predicted = model.predict(X_Predict)\n", - "#save into MQ2\n", - "MQ2_CH4 = CH4_Predicted" - ] - }, - { - "cell_type": "code", - "execution_count": 78, - "metadata": {}, - "outputs": [], - "source": [ - "#Model and train\n", - "dataset2TrainCO = dfMQ2_CO.copy()\n", - "dataset2TrainCO.dropna(inplace=True)\n", - "X_trainCO = dataset2TrainCO.RsRo.apply(lambda x: [x]).tolist()\n", - "y_trainCO = dataset2TrainCO['CO'].tolist()\n", - "model = linear_model.Lasso(alpha=0.1)\n", - "model.fit(X_trainCO, y_trainCO)\n", - "#Predict\n", - "CO_Predicted = model.predict(X_Predict)\n", - "#save into MQ2\n", - "MQ2_CO = CO_Predicted" - ] - }, - { - "cell_type": "code", - "execution_count": 79, - "metadata": {}, - "outputs": [], - "source": [ - "#Model and train\n", - "dataset2TrainAlcohol = dfMQ2_Alcohol.copy()\n", - "dataset2TrainAlcohol.dropna(inplace=True)\n", - "X_trainAlcohol = dataset2TrainAlcohol.RsRo.apply(lambda x: [x]).tolist()\n", - "y_trainAlcohol = dataset2TrainAlcohol['Alcohol'].tolist()\n", - "model = linear_model.Lasso(alpha=0.1)\n", - "model.fit(X_trainAlcohol, y_trainAlcohol)\n", - "#Predict\n", - "Alcohol_Predicted = model.predict(X_Predict)\n", - "#save into MQ2\n", - "MQ2_Alcohol = Alcohol_Predicted" - ] - }, - { - "cell_type": "code", - "execution_count": 80, - "metadata": {}, - "outputs": [], - "source": [ - "#Model and train\n", - "dataset2TrainPropane = dfMQ2_Propane.copy()\n", - "dataset2TrainPropane.dropna(inplace=True)\n", - "X_trainPropane = dataset2TrainPropane.RsRo.apply(lambda x: [x]).tolist()\n", - "y_trainPropane = dataset2TrainPropane['Propane'].tolist()\n", - "model = linear_model.Lasso(alpha=0.1)\n", - "model.fit(X_trainPropane, y_trainPropane)\n", - "#Predict\n", - "Propane_Predicted = model.predict(X_Predict)\n", - "#save into MQ2\n", - "MQ2_propane = Propane_Predicted" - ] - }, - { - "cell_type": "code", - "execution_count": 81, - "metadata": {}, - "outputs": [ - { - "data": { - "image/svg+xml": [ - "\r\n", - "\r\n", - "\r\n", - "\r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - 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" \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - "\r\n" - ], - "text/plain": [ - "
      " - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "%config InlineBackend.figure_formats = ['svg']\n", - "%matplotlib inline\n", - "import matplotlib.pyplot as plt\n", - "import matplotlib.lines as mlines\n", - "import matplotlib.transforms as mtransforms\n", - "\n", - "fig, ax = plt.subplots()\n", - "\n", - "fig.set_size_inches(9, 5.5, forward=True)\n", - "fig.set_dpi(200)\n", - "\n", - "# only these two lines are calibration curves\n", - "plt.plot(MQ2_H2, x_MQ2, marker='o', linewidth=1, label='H2')\n", - "plt.plot(MQ2_LPG, x_MQ2, marker='o', linewidth=1, label='LPG')\n", - "plt.plot(MQ2_CH4, x_MQ2, marker='o', linewidth=1, label='CH4')\n", - "plt.plot(MQ2_CO, x_MQ2, marker='o', linewidth=1, label='CO')\n", - "plt.plot(MQ2_Alcohol, x_MQ2, marker='o', linewidth=1, label='Alcohol')\n", - "plt.plot(MQ2_propane, x_MQ2, marker='o', linewidth=1, label='Propane')\n", - "\n", - "# reference line, legends, and axis labels\n", - "#line = mlines.Line2D([0, 1], [0, 1], color='black')\n", - "#transform = ax.transAxes\n", - "#line.set_transform(transform)\n", - "#ax.add_line(line)\n", - "plt.yscale('log')\n", - "plt.xscale('log')\n", - "plt.legend()\n", - "\n", - "plt.grid(b=True, which='minor', color='lightgrey', linestyle='--')\n", - "\n", - "fig.suptitle('Calibration plot for MQ-2 data')\n", - "ax.set_xlabel('PPM Concentration')\n", - "ax.set_ylabel('Rs/Ro')\n", - "\n", - "\n", - "#Save image\n", - "plt.savefig('MQ2.svg', format = 'svg', dpi = 1200)\n", - "plt.savefig('MQ2.png')\n", - "plt.savefig('MQ2.eps', format = 'eps', dpi = 1200)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.7.3" - } - }, - "nbformat": 4, - "nbformat_minor": 2 -} diff --git a/Internal_design_documents/Experiments/.ipynb_checkpoints/MQ303_Regression-checkpoint.ipynb b/Internal_design_documents/Experiments/.ipynb_checkpoints/MQ303_Regression-checkpoint.ipynb deleted file mode 100644 index 8791c7d..0000000 --- a/Internal_design_documents/Experiments/.ipynb_checkpoints/MQ303_Regression-checkpoint.ipynb +++ /dev/null @@ -1,1827 +0,0 @@ -{ - "cells": [ - { - "cell_type": "code", - "execution_count": 3, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Requirement already satisfied: pandas in c:\\programdata\\anaconda3\\lib\\site-packages (0.24.2)\n", - "Requirement already satisfied: pytz>=2011k in c:\\programdata\\anaconda3\\lib\\site-packages (from pandas) (2018.9)\n", - "Requirement already satisfied: python-dateutil>=2.5.0 in c:\\programdata\\anaconda3\\lib\\site-packages (from pandas) (2.8.0)\n", - "Requirement already satisfied: numpy>=1.12.0 in c:\\programdata\\anaconda3\\lib\\site-packages (from pandas) (1.16.2)\n", - "Requirement already satisfied: six>=1.5 in c:\\programdata\\anaconda3\\lib\\site-packages (from python-dateutil>=2.5.0->pandas) (1.12.0)\n", - "Requirement already satisfied: xlrd in c:\\programdata\\anaconda3\\lib\\site-packages (1.2.0)\n", - "Requirement already satisfied: sklearn in c:\\programdata\\anaconda3\\lib\\site-packages (0.0)\n", - "Requirement already satisfied: scikit-learn in c:\\programdata\\anaconda3\\lib\\site-packages (from sklearn) (0.21.2)\n", - "Requirement already satisfied: scipy>=0.17.0 in c:\\programdata\\anaconda3\\lib\\site-packages (from scikit-learn->sklearn) (1.2.1)\n", - "Requirement already satisfied: joblib>=0.11 in c:\\programdata\\anaconda3\\lib\\site-packages (from scikit-learn->sklearn) (0.13.2)\n", - "Requirement already satisfied: numpy>=1.11.0 in c:\\programdata\\anaconda3\\lib\\site-packages (from scikit-learn->sklearn) (1.16.2)\n", - "Requirement already satisfied: imblearn in c:\\programdata\\anaconda3\\lib\\site-packages (0.0)\n", - "Requirement already satisfied: imbalanced-learn in c:\\programdata\\anaconda3\\lib\\site-packages (from imblearn) (0.5.0)\n", - "Requirement already satisfied: joblib>=0.11 in c:\\programdata\\anaconda3\\lib\\site-packages (from imbalanced-learn->imblearn) (0.13.2)\n", - "Requirement already satisfied: scipy>=0.17 in c:\\programdata\\anaconda3\\lib\\site-packages (from imbalanced-learn->imblearn) (1.2.1)\n", - "Requirement already satisfied: numpy>=1.11 in c:\\programdata\\anaconda3\\lib\\site-packages (from imbalanced-learn->imblearn) (1.16.2)\n", - "Requirement already satisfied: scikit-learn>=0.21 in c:\\programdata\\anaconda3\\lib\\site-packages (from imbalanced-learn->imblearn) (0.21.2)\n" - ] - } - ], - "source": [ - "!pip install pandas\n", - "!pip install xlrd\n", - "!pip install sklearn\n", - "!pip install imblearn" - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "metadata": {}, - "outputs": [], - "source": [ - "import xlrd\n", - "book = xlrd.open_workbook(\"Datasheets info.xlsx\")\n", - "sheetMQ2 = book.sheet_by_name(\"MQ2 - Pololulu\")\n", - "sheetMQ3 = book.sheet_by_name(\"MQ3 - Sparkfun\")\n", - "sheetMQ4 = book.sheet_by_name(\"MQ4 - Sparkfun\")\n", - "sheetMQ5 = book.sheet_by_name(\"MQ5 - Sparkfun\")\n", - "sheetMQ6 = book.sheet_by_name(\"MQ6 - Sparkfun\")\n", - "sheetMQ7 = book.sheet_by_name(\"MQ7 - Sparkfun\")\n", - "sheetMQ8 = book.sheet_by_name(\"MQ8 - Sparkfun\")\n", - "sheetMQ9 = book.sheet_by_name(\"MQ9 - Haoyuelectronics\")\n", - "sheetMQ131 = book.sheet_by_name(\"MQ131- Sensorsportal\")\n", - "sheetMQ135 = book.sheet_by_name(\"MQ135 - HANWEI\")\n", - "sheetMQ303A = book.sheet_by_name(\"MQ303A - HANWEI\")\n", - "sheetMQ309A = book.sheet_by_name(\"MQ309A - HANWEI\")" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "0.01 \t \t \t \n", - "0.02 \t \t \t \n", - "0.03 \t \t \t \n", - "0.04 \t \t \t \n", - "0.05 \t \t \t \n", - "0.06 \t \t \t \n", - "0.07 \t \t \t \n", - "0.08 \t \t \t \n", - "0.09 \t \t \t \n", - "0.1 \t 3000.0 \t \t 1000.0\n", - "0.2 \t \t 300.0 \t \n", - "0.3 \t 300.0 \t 100.0 \t \n", - "0.4 \t 100.0 \t \t 30.0\n", - "0.5 \t \t \t \n", - "0.6 \t \t \t 10.0\n", - "0.7 \t \t \t \n", - "0.8 \t \t 10.0 \t \n", - "0.9 \t \t \t \n", - "1.0 \t \t \t \n" - ] - } - ], - "source": [ - "for row_index in range(1,20): #reading first columns\n", - " RsR0, Iso_butano, Hidrogeno , Alcohol = sheetMQ303A.row_values(row_index, start_colx=0, end_colx=4)\n", - " print(RsR0, \"\t\", Iso_butano, \"\t\", Hidrogeno, \"\t\", Alcohol)\n", - " " - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "metadata": {}, - "outputs": [], - "source": [ - "x_MQ303A = sheetMQ303A.col_values(0)[2:]\n", - "MQ303A_Iso_butano = sheetMQ303A.col_values(1)[2:]\n", - "MQ303A_Hidrogeno = sheetMQ303A.col_values(2)[2:]\n", - "MQ303A_Alcohol = sheetMQ303A.col_values(3)[2:]" - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "metadata": {}, - "outputs": [], - "source": [ - "def zero_to_nan(values):\n", - " \"\"\"Replace every 0 with 'nan' and return a copy.\"\"\"\n", - " return [float('nan') if x==0 else x for x in values]" - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "metadata": {}, - "outputs": [], - "source": [ - "MQ303A_Iso_butano =zero_to_nan(MQ303A_Iso_butano)\n", - "MQ303A_Hidrogeno =zero_to_nan(MQ303A_Hidrogeno)\n", - "MQ303A_Alcohol =zero_to_nan(MQ303A_Alcohol)" - ] - }, - { - "cell_type": "code", - "execution_count": 12, - "metadata": { - "scrolled": false - }, - "outputs": [], - "source": [ - "import pandas as pd\n", - "import numpy as np\n", - "from sklearn.datasets import load_iris\n", - "#from sklearn.cross_validation import train_test_split\n", - "from sklearn.tree import DecisionTreeClassifier\n", - "from sklearn import datasets\n", - "from sklearn import linear_model\n", - "\n", - "dataIso_Butano = {'RsRo': x_MQ303A, 'Iso_Butano': MQ303A_Iso_butano}\n", - "dataHidrogeno = {'RsRo': x_MQ303A, 'Hidrogeno': MQ303A_Hidrogeno}\n", - "dataAlcohol = {'RsRo': x_MQ303A, 'Alcohol': MQ303A_Alcohol}\n", - "\n", - "dfMQ303A_Iso_Butano = pd.DataFrame(dataIso_Butano)\n", - "dfMQ303A_Hidrogeno = pd.DataFrame(dataHidrogeno)\n", - "dfMQ303A_Alcohol = pd.DataFrame(dataAlcohol)\n", - "\n", - "dfMQ303A_Iso_Butano['Iso_Butano'] = pd.to_numeric(dfMQ303A_Iso_Butano['Iso_Butano'])\n", - "dfMQ303A_Hidrogeno['Hidrogeno'] = pd.to_numeric(dfMQ303A_Hidrogeno['Hidrogeno'])\n", - "dfMQ303A_Alcohol['Alchol'] = pd.to_numeric(dfMQ303A_Alcohol['Alcohol'])\n", - "\n", - "dfMQ303A_Iso_Butano['Iso_Butano'] = dfMQ303A_Iso_Butano['Iso_Butano'].replace('',None, regex=True)\n", - "dfMQ303A_Hidrogeno['Hidrogeno'] = dfMQ303A_Hidrogeno['Hidrogeno'].replace('',None, regex=True)\n", - "dfMQ303A_Alcohol['Alchol'] = dfMQ303A_Alcohol['Alchol'].replace('',None, regex=True)\n", - "\n", - "#Global X_Predict variable\n", - "X_Predict = dfMQ303A_Iso_Butano.RsRo.apply(lambda x: [x]).tolist()" - ] - }, - { - "cell_type": "code", - "execution_count": 14, - "metadata": {}, - "outputs": [], - "source": [ - "#Model and train Iso-Butano\n", - "dataset2TrainIso_Butano = dfMQ303A_Iso_Butano.copy()\n", - "dataset2TrainIso_Butano.dropna(inplace=True)\n", - "X_trainIso_Butano = dataset2TrainIso_Butano.RsRo.apply(lambda x: [x]).tolist()\n", - "y_trainIso_Butano = dataset2TrainIso_Butano['Iso_Butano'].tolist()\n", - "model = linear_model.Lasso(alpha=0.1)\n", - "model.fit(X_trainIso_Butano, y_trainIso_Butano)\n", - "#Predict\n", - "Iso_Butano_Predicted = model.predict(X_Predict)\n", - "#save into MQ2\n", - "MQ303A_Iso_Butano = Iso_Butano_Predicted" - ] - }, - { - "cell_type": "code", - "execution_count": 16, - "metadata": {}, - "outputs": [], - "source": [ - "#Model and train Hidrogeno\n", - "dataset2TrainHidrogeno = dfMQ303A_Hidrogeno.copy()\n", - "dataset2TrainHidrogeno.dropna(inplace=True)\n", - "X_trainHidrogeno = dataset2TrainHidrogeno.RsRo.apply(lambda x: [x]).tolist()\n", - "y_trainHidrogeno = dataset2TrainHidrogeno['Hidrogeno'].tolist()\n", - "model = linear_model.Lasso(alpha=0.1)\n", - "model.fit(X_trainHidrogeno, y_trainHidrogeno)\n", - "#Predict\n", - "Hidrogeno_Predicted = model.predict(X_Predict)\n", - "#save into MQ2\n", - "MQ303A_Hidrogeno = Hidrogeno_Predicted" - ] - }, - { - "cell_type": "code", - "execution_count": 19, - "metadata": {}, - "outputs": [], - "source": [ - "#Model and train Alchol\n", - "dataset2TrainAlchol = dfMQ303A_Alcohol.copy()\n", - "dataset2TrainAlchol.dropna(inplace=True)\n", - "X_trainAlchol = dataset2TrainAlchol.RsRo.apply(lambda x: [x]).tolist()\n", - "y_trainAlchol = dataset2TrainAlchol['Alchol'].tolist()\n", - "model = linear_model.Lasso(alpha=0.1)\n", - "model.fit(X_trainAlchol, y_trainAlchol)\n", - "#Predict\n", - "Alchol_Predicted = model.predict(X_Predict)\n", - "#save into MQ2\n", - "MQ303A_Alchol = Alchol_Predicted\n" - ] - }, - { - "cell_type": "code", - "execution_count": 21, - "metadata": {}, - "outputs": [ - { - "data": { - "image/svg+xml": [ - "\r\n", - "\r\n", - "\r\n", - "\r\n", - 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      " - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "%config InlineBackend.figure_formats = ['svg']\n", - "%matplotlib inline\n", - "import matplotlib.pyplot as plt\n", - "import matplotlib.lines as mlines\n", - "import matplotlib.transforms as mtransforms\n", - "\n", - "fig, ax = plt.subplots()\n", - "\n", - "fig.set_size_inches(9, 5.5, forward=True)\n", - "fig.set_dpi(200)\n", - "\n", - "# only these two lines are calibration curves\n", - "plt.plot(MQ303A_Iso_Butano, x_MQ303A, marker='o', linewidth=1, label='Iso-Butano')\n", - "plt.plot(MQ303A_Hidrogeno, x_MQ303A, marker='o', linewidth=1, label='Hidrogeno')\n", - "plt.plot(MQ303A_Alchol, x_MQ303A, marker='o', linewidth=1, label='Alcohol')\n", - "\n", - "\n", - "\n", - "# reference line, legends, and axis labels\n", - "#line = mlines.Line2D([0, 1], [0, 1], color='black')\n", - "#transform = ax.transAxes\n", - "#line.set_transform(transform)\n", - "#ax.add_line(line)\n", - "plt.yscale('log')\n", - "plt.xscale('log')\n", - "plt.legend()\n", - "\n", - "plt.grid(b=True, which='minor', color='lightgrey', linestyle='--')\n", - "\n", - "fig.suptitle('Calibration plot for MQ-303A data')\n", - "ax.set_xlabel('PPM Concentration')\n", - "ax.set_ylabel('Rs/Ro')\n", - "\n", - "\n", - "#Save image\n", - "plt.savefig('MQ303A.svg', format = 'svg', dpi = 1200)\n", - "plt.savefig('MQ303A.png')\n", - "plt.savefig('MQ303A.eps', format = 'eps', dpi = 1200)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.7.3" - } - }, - "nbformat": 4, - "nbformat_minor": 2 -} diff --git a/Internal_design_documents/Experiments/.ipynb_checkpoints/MQ309_Regression-checkpoint.ipynb b/Internal_design_documents/Experiments/.ipynb_checkpoints/MQ309_Regression-checkpoint.ipynb deleted file mode 100644 index e215a7f..0000000 --- a/Internal_design_documents/Experiments/.ipynb_checkpoints/MQ309_Regression-checkpoint.ipynb +++ /dev/null @@ -1,1877 +0,0 @@ -{ - "cells": [ - { - "cell_type": "code", - "execution_count": 3, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Requirement already satisfied: pandas in c:\\programdata\\anaconda3\\lib\\site-packages (0.24.2)\n", - "Requirement already satisfied: pytz>=2011k in c:\\programdata\\anaconda3\\lib\\site-packages (from pandas) (2018.9)\n", - "Requirement already satisfied: python-dateutil>=2.5.0 in c:\\programdata\\anaconda3\\lib\\site-packages (from pandas) (2.8.0)\n", - "Requirement already satisfied: numpy>=1.12.0 in c:\\programdata\\anaconda3\\lib\\site-packages (from pandas) (1.16.2)\n", - "Requirement already satisfied: six>=1.5 in c:\\programdata\\anaconda3\\lib\\site-packages (from python-dateutil>=2.5.0->pandas) (1.12.0)\n", - "Requirement already satisfied: xlrd in c:\\programdata\\anaconda3\\lib\\site-packages (1.2.0)\n", - "Requirement already satisfied: sklearn in c:\\programdata\\anaconda3\\lib\\site-packages (0.0)\n", - "Requirement already satisfied: scikit-learn in c:\\programdata\\anaconda3\\lib\\site-packages (from sklearn) (0.21.2)\n", - "Requirement already satisfied: scipy>=0.17.0 in c:\\programdata\\anaconda3\\lib\\site-packages (from scikit-learn->sklearn) (1.2.1)\n", - "Requirement already satisfied: joblib>=0.11 in c:\\programdata\\anaconda3\\lib\\site-packages (from scikit-learn->sklearn) (0.13.2)\n", - "Requirement already satisfied: numpy>=1.11.0 in c:\\programdata\\anaconda3\\lib\\site-packages (from scikit-learn->sklearn) (1.16.2)\n", - "Requirement already satisfied: imblearn in c:\\programdata\\anaconda3\\lib\\site-packages (0.0)\n", - "Requirement already satisfied: imbalanced-learn in c:\\programdata\\anaconda3\\lib\\site-packages (from imblearn) (0.5.0)\n", - "Requirement already satisfied: joblib>=0.11 in c:\\programdata\\anaconda3\\lib\\site-packages (from imbalanced-learn->imblearn) (0.13.2)\n", - "Requirement already satisfied: scipy>=0.17 in c:\\programdata\\anaconda3\\lib\\site-packages (from imbalanced-learn->imblearn) (1.2.1)\n", - "Requirement already satisfied: numpy>=1.11 in c:\\programdata\\anaconda3\\lib\\site-packages (from imbalanced-learn->imblearn) (1.16.2)\n", - "Requirement already satisfied: scikit-learn>=0.21 in c:\\programdata\\anaconda3\\lib\\site-packages (from imbalanced-learn->imblearn) (0.21.2)\n" - ] - } - ], - "source": [ - "!pip install pandas\n", - "!pip install xlrd\n", - "!pip install sklearn\n", - "!pip install imblearn" - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "metadata": {}, - "outputs": [], - "source": [ - "import xlrd\n", - "book = xlrd.open_workbook(\"Datasheets info.xlsx\")\n", - "sheetMQ2 = book.sheet_by_name(\"MQ2 - Pololulu\")\n", - "sheetMQ3 = book.sheet_by_name(\"MQ3 - Sparkfun\")\n", - "sheetMQ4 = book.sheet_by_name(\"MQ4 - Sparkfun\")\n", - "sheetMQ5 = book.sheet_by_name(\"MQ5 - Sparkfun\")\n", - "sheetMQ6 = book.sheet_by_name(\"MQ6 - Sparkfun\")\n", - "sheetMQ7 = book.sheet_by_name(\"MQ7 - Sparkfun\")\n", - "sheetMQ8 = book.sheet_by_name(\"MQ8 - Sparkfun\")\n", - "sheetMQ9 = book.sheet_by_name(\"MQ9 - Haoyuelectronics\")\n", - "sheetMQ131 = book.sheet_by_name(\"MQ131- Sensorsportal\")\n", - "sheetMQ135 = book.sheet_by_name(\"MQ135 - HANWEI\")\n", - "sheetMQ303A = book.sheet_by_name(\"MQ303A - HANWEI\")\n", - "sheetMQ309A = book.sheet_by_name(\"MQ309A - HANWEI\")" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "0.1 \t \t \t \t \n", - "0.2 \t \t \t \t \n", - "0.3 \t 7000.0 \t \t \t \n", - "0.4 \t \t \t \t \n", - "0.5 \t \t \t \t \n", - "0.6 \t \t \t \t \n", - "0.7 \t \t \t 3000.0 \t \n", - "0.8 \t \t \t \t \n", - "0.9 \t \t \t \t \n", - "1.0 \t 1000.0 \t \t 1000.0 \t \n", - "2.0 \t 300.0 \t \t 300.0 \t \n", - "3.0 \t \t \t \t 7000.0\n", - "4.0 \t \t 7000.0 \t \t 3000.0\n", - "5.0 \t \t 3000.0 \t \t 1000.0\n", - "6.0 \t \t 1000.0 \t \t \n", - "7.0 \t \t \t \t \n", - "8.0 \t \t \t \t \n", - "9.0 \t \t \t \t \n", - "10.0 \t \t \t \t \n" - ] - } - ], - "source": [ - "for row_index in range(1,20): #reading first columns\n", - " RsR0, CH4, CO , H2, Alcohol = sheetMQ309A.row_values(row_index, start_colx=0, end_colx=5)\n", - " print(RsR0, \"\t\", CH4, \"\t\", CO, \"\t\", H2, \"\t\", Alcohol)\n", - " " - ] - }, - { - "cell_type": "code", - "execution_count": 17, - "metadata": {}, - "outputs": [], - "source": [ - "x_MQ309A = sheetMQ309A.col_values(0)[2:]\n", - "MQ309A_CH4 = sheetMQ309A.col_values(1)[2:]\n", - "MQ309A_CO = sheetMQ309A.col_values(2)[2:]\n", - "MQ309A_H2 = sheetMQ309A.col_values(3)[2:]\n", - "MQ309A_Alcohol = sheetMQ309A.col_values(4)[2:]" - ] - }, - { - "cell_type": "code", - "execution_count": 18, - "metadata": {}, - "outputs": [], - "source": [ - "def zero_to_nan(values):\n", - " \"\"\"Replace every 0 with 'nan' and return a copy.\"\"\"\n", - " return [float('nan') if x==0 else x for x in values]" - ] - }, - { - "cell_type": "code", - "execution_count": 19, - "metadata": {}, - "outputs": [], - "source": [ - "MQ309A_CH4 =zero_to_nan(MQ309A_CH4)\n", - "MQ309A_CO =zero_to_nan(MQ309A_CO)\n", - "MQ309A_H2 =zero_to_nan(MQ309A_H2)\n", - "MQ309A_Alcohol =zero_to_nan(MQ309A_Alcohol)" - ] - }, - { - "cell_type": "code", - "execution_count": 24, - "metadata": { - "scrolled": false - }, - "outputs": [], - "source": [ - "import pandas as pd\n", - "import numpy as np\n", - "from sklearn.datasets import load_iris\n", - "#from sklearn.cross_validation import train_test_split\n", - "from sklearn.tree import DecisionTreeClassifier\n", - "from sklearn import datasets\n", - "from sklearn import linear_model\n", - "\n", - "dataCH4 = {'RsRo': x_MQ309A, 'CH4': MQ309A_CH4}\n", - "dataCO = {'RsRo': x_MQ309A, 'CO': MQ309A_CO}\n", - "dataH2 = {'RsRo': x_MQ309A, 'H2': MQ309A_H2}\n", - "dataAlcohol = {'RsRo': x_MQ309A, 'Alcohol': MQ309A_Alcohol}\n", - "\n", - "dfMQ309A_CH4 = pd.DataFrame(dataCH4)\n", - "dfMQ309A_CO = pd.DataFrame(dataCO)\n", - "dfMQ309A_H2 = pd.DataFrame(dataH2)\n", - "dfMQ309A_Alcohol = pd.DataFrame(dataAlcohol)\n", - "\n", - "dfMQ309A_CH4['CH4'] = pd.to_numeric(dfMQ309A_CH4['CH4'])\n", - "dfMQ309A_CO['CO'] = pd.to_numeric(dfMQ309A_CO['CO'])\n", - "dfMQ309A_H2['H2'] = pd.to_numeric(dfMQ309A_H2['H2'])\n", - "dfMQ309A_Alcohol['Alcohol'] = pd.to_numeric(dfMQ309A_Alcohol['Alcohol'])\n", - "\n", - "dfMQ309A_CH4['CH4'] = dfMQ309A_CH4['CH4'].replace('',None, regex=True)\n", - "dfMQ309A_CO['CO'] = dfMQ309A_CO['CO'].replace('',None, regex=True)\n", - "dfMQ309A_H2['H2'] = dfMQ309A_H2['H2'].replace('',None, regex=True)\n", - "dfMQ309A_Alcohol['Alcohol'] = dfMQ309A_Alcohol['Alcohol'].replace('',None, regex=True)\n", - "\n", - "#Global X_Predict variable\n", - "X_Predict = dfMQ309A_CH4.RsRo.apply(lambda x: [x]).tolist()" - ] - }, - { - "cell_type": "code", - "execution_count": 25, - "metadata": {}, - "outputs": [], - "source": [ - "#Model and train CH4\n", - "dataset2TrainCH4 = dfMQ309A_CH4.copy()\n", - "dataset2TrainCH4.dropna(inplace=True)\n", - "X_trainCH4 = dataset2TrainCH4.RsRo.apply(lambda x: [x]).tolist()\n", - "y_trainCH4 = dataset2TrainCH4['CH4'].tolist()\n", - "model = linear_model.Lasso(alpha=0.1)\n", - "model.fit(X_trainCH4, y_trainCH4)\n", - "#Predict\n", - "CH4_Predicted = model.predict(X_Predict)\n", - "#save into MQ2\n", - "MQ309A_CH4 = CH4_Predicted" - ] - }, - { - "cell_type": "code", - "execution_count": 26, - "metadata": {}, - "outputs": [], - "source": [ - "#Model and train CO\n", - "dataset2TrainCO = dfMQ309A_CO.copy()\n", - "dataset2TrainCO.dropna(inplace=True)\n", - "X_trainCO = dataset2TrainCO.RsRo.apply(lambda x: [x]).tolist()\n", - "y_trainCO = dataset2TrainCO['CO'].tolist()\n", - "model = linear_model.Lasso(alpha=0.1)\n", - "model.fit(X_trainCO, y_trainCO)\n", - "#Predict\n", - "CO_Predicted = model.predict(X_Predict)\n", - "#save into MQ2\n", - "MQ309A_CO = CO_Predicted" - ] - }, - { - "cell_type": "code", - "execution_count": 27, - "metadata": {}, - "outputs": [], - "source": [ - "#Model and train H2\n", - "dataset2TrainH2 = dfMQ309A_H2.copy()\n", - "dataset2TrainH2.dropna(inplace=True)\n", - "X_trainH2 = dataset2TrainH2.RsRo.apply(lambda x: [x]).tolist()\n", - "y_trainH2 = dataset2TrainH2['H2'].tolist()\n", - "model = linear_model.Lasso(alpha=0.1)\n", - "model.fit(X_trainH2, y_trainH2)\n", - "#Predict\n", - "H2_Predicted = model.predict(X_Predict)\n", - "#save into MQ2\n", - "MQ309A_H2 = H2_Predicted\n" - ] - }, - { - "cell_type": "code", - "execution_count": 28, - "metadata": {}, - "outputs": [], - "source": [ - "#Model and train Alcohol\n", - "dataset2TrainAlcohol = dfMQ309A_Alcohol.copy()\n", - "dataset2TrainAlcohol.dropna(inplace=True)\n", - "X_trainAlcohol = dataset2TrainAlcohol.RsRo.apply(lambda x: [x]).tolist()\n", - "y_trainAlcohol = dataset2TrainAlcohol['Alcohol'].tolist()\n", - "model = linear_model.Lasso(alpha=0.1)\n", - "model.fit(X_trainAlcohol, y_trainAlcohol)\n", - "#Predict\n", - "Alcohol_Predicted = model.predict(X_Predict)\n", - "#save into MQ2\n", - "MQ309A_Alcohol = Alcohol_Predicted" - ] - }, - { - "cell_type": "code", - "execution_count": 29, - "metadata": {}, - "outputs": [ - { - "data": { - "image/svg+xml": [ - "\r\n", - "\r\n", - "\r\n", - "\r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - 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      " - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "%config InlineBackend.figure_formats = ['svg']\n", - "%matplotlib inline\n", - "import matplotlib.pyplot as plt\n", - "import matplotlib.lines as mlines\n", - "import matplotlib.transforms as mtransforms\n", - "\n", - "fig, ax = plt.subplots()\n", - "\n", - "fig.set_size_inches(9, 5.5, forward=True)\n", - "fig.set_dpi(200)\n", - "\n", - "# only these two lines are calibration curves\n", - "plt.plot(MQ309A_CH4, x_MQ309A, marker='o', linewidth=1, label='CH4')\n", - "plt.plot(MQ309A_CO, x_MQ309A, marker='o', linewidth=1, label='CO')\n", - "plt.plot(MQ309A_H2, x_MQ309A, marker='o', linewidth=1, label='H2')\n", - "plt.plot(MQ309A_Alcohol, x_MQ309A, marker='o', linewidth=1, label='Alcohol')\n", - "\n", - "\n", - "\n", - "# reference line, legends, and axis labels\n", - "#line = mlines.Line2D([0, 1], [0, 1], color='black')\n", - "#transform = ax.transAxes\n", - "#line.set_transform(transform)\n", - "#ax.add_line(line)\n", - "plt.yscale('log')\n", - "plt.xscale('log')\n", - "plt.legend()\n", - "\n", - "plt.grid(b=True, which='minor', color='lightgrey', linestyle='--')\n", - "\n", - "fig.suptitle('Calibration plot for MQ-309A data')\n", - "ax.set_xlabel('PPM Concentration')\n", - "ax.set_ylabel('Rs/Ro')\n", - "\n", - "\n", - "#Save image\n", - "plt.savefig('MQ309A.svg', format = 'svg', dpi = 1200)\n", - "plt.savefig('MQ309A.png')\n", - "plt.savefig('MQ309A.eps', format = 'eps', dpi = 1200)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.7.3" - } - }, - "nbformat": 4, - "nbformat_minor": 2 -} diff --git a/Internal_design_documents/Experiments/.ipynb_checkpoints/MQ3_Regression-checkpoint.ipynb b/Internal_design_documents/Experiments/.ipynb_checkpoints/MQ3_Regression-checkpoint.ipynb deleted file mode 100644 index 3375f49..0000000 --- a/Internal_design_documents/Experiments/.ipynb_checkpoints/MQ3_Regression-checkpoint.ipynb +++ /dev/null @@ -1,2356 +0,0 @@ -{ - "cells": [ - { - "cell_type": "code", - "execution_count": 70, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Requirement already satisfied: pandas in c:\\programdata\\anaconda3\\lib\\site-packages (0.24.2)\n", - "Requirement already satisfied: pytz>=2011k in c:\\programdata\\anaconda3\\lib\\site-packages (from pandas) (2018.9)\n", - "Requirement already satisfied: python-dateutil>=2.5.0 in c:\\programdata\\anaconda3\\lib\\site-packages (from pandas) (2.8.0)\n", - "Requirement already satisfied: numpy>=1.12.0 in c:\\programdata\\anaconda3\\lib\\site-packages (from pandas) (1.16.2)\n", - 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"Requirement already satisfied: scipy>=0.17 in c:\\programdata\\anaconda3\\lib\\site-packages (from imbalanced-learn->imblearn) (1.2.1)\n", - "Requirement already satisfied: scikit-learn>=0.21 in c:\\programdata\\anaconda3\\lib\\site-packages (from imbalanced-learn->imblearn) (0.21.2)\n", - "Requirement already satisfied: numpy>=1.11 in c:\\programdata\\anaconda3\\lib\\site-packages (from imbalanced-learn->imblearn) (1.16.2)\n", - "Requirement already satisfied: joblib>=0.11 in c:\\programdata\\anaconda3\\lib\\site-packages (from imbalanced-learn->imblearn) (0.13.2)\n" - ] - } - ], - "source": [ - "!pip install pandas\n", - "!pip install xlrd\n", - "!pip install sklearn\n", - "!pip install imblearn" - ] - }, - { - "cell_type": "code", - "execution_count": 71, - "metadata": {}, - "outputs": [], - "source": [ - "import xlrd\n", - "book = xlrd.open_workbook(\"Datasheets info.xlsx\")\n", - "sheetMQ2 = book.sheet_by_name(\"MQ2 - Pololulu\")\n", - "sheetMQ3 = book.sheet_by_name(\"MQ3 - Sparkfun\")\n", - "sheetMQ4 = book.sheet_by_name(\"MQ4 - Sparkfun\")\n", - "sheetMQ5 = book.sheet_by_name(\"MQ5 - Sparkfun\")\n", - "sheetMQ6 = book.sheet_by_name(\"MQ6 - Sparkfun\")\n", - "sheetMQ7 = book.sheet_by_name(\"MQ7 - Sparkfun\")\n", - "sheetMQ8 = book.sheet_by_name(\"MQ8 - Sparkfun\")\n", - "sheetMQ9 = book.sheet_by_name(\"MQ9 - Haoyuelectronics\")\n", - "sheetMQ131 = book.sheet_by_name(\"MQ131- Sensorsportal\")\n", - "sheetMQ135 = book.sheet_by_name(\"MQ135 - HANWEI\")\n", - "sheetMQ303A = book.sheet_by_name(\"MQ303A - HANWEI\")\n", - "sheetMQ309A = book.sheet_by_name(\"MQ309A - HANWEI\")" - ] - }, - { - "cell_type": "code", - "execution_count": 72, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "0.1 \t \t \t \t \t \t \n", - "0.2 \t 4.0 \t \t \t \t \t \n", - "0.3 \t \t \t \t \t \t \n", - "0.4 \t \t \t \t \t \t \n", - "0.5 \t 1.0 \t \t \t \t \t \n", - "0.6 \t \t \t \t \t \t \n", - "0.7 \t \t \t \t \t \t \n", - "0.8 \t \t 8.0 \t \t \t \t \n", - "0.9 \t \t \t \t \t \t \n", - "1.0 \t 0.4 \t 4.0 \t \t \t \t \n", - "2.0 \t \t \t \t \t \t \n", - "3.0 \t \t \t \t \t \t \n", - "4.0 \t \t 0.1 \t \t \t \t \n", - "5.0 \t \t \t \t \t \t \n", - "6.0 \t \t \t \t \t \t \n", - "7.0 \t \t \t \t \t \t \n", - "8.0 \t \t \t \t \t \t \n", - "9.0 \t \t \t \t \t \t \n", - "10.0 \t \t \t \t 8.0 \t \t \n" - ] - } - ], - "source": [ - "for row_index in range(1,20): #reading first columns\n", - " RsR0, Alcohol, Benzine, CH4, Hexane, LPG, CO = sheetMQ3.row_values(row_index, start_colx=0, end_colx=7)\n", - " print(RsR0, \"\t\", Alcohol, \"\t\", Benzine, \"\t\", CH4, \"\t\", Hexane, \"\t\", LPG, \"\t\", CO)\n", - " " - ] - }, - { - "cell_type": "code", - "execution_count": 73, - "metadata": {}, - "outputs": [], - "source": [ - "x_MQ3 = sheetMQ3.col_values(0)[2:]\n", - "MQ3_Alcohol = sheetMQ3.col_values(1)[2:]\n", - "MQ3_Benzine = sheetMQ3.col_values(2)[2:]\n", - "MQ3_CH4 = sheetMQ3.col_values(3)[2:]\n", - "MQ3_Hexane = sheetMQ3.col_values(4)[2:]\n", - "MQ3_LPG = sheetMQ3.col_values(5)[2:]\n", - "MQ3_CO = sheetMQ3.col_values(6)[2:]\n" - ] - }, - { - "cell_type": "code", - "execution_count": 74, - "metadata": {}, - "outputs": [], - "source": [ - "def zero_to_nan(values):\n", - " \"\"\"Replace every 0 with 'nan' and return a copy.\"\"\"\n", - " return [float('nan') if x==0 else x for x in values]" - ] - }, - { - "cell_type": "code", - "execution_count": 75, - "metadata": {}, - "outputs": [], - "source": [ - "MQ3_Alcohol =zero_to_nan(MQ3_Alcohol)\n", - "MQ3_Benzine =zero_to_nan(MQ3_Benzine)\n", - "MQ3_CH4 =zero_to_nan(MQ3_CH4)\n", - "MQ3_Hexane =zero_to_nan(MQ3_Hexane)\n", - "MQ3_LPG =zero_to_nan(MQ3_LPG)\n", - "MQ3_CO =zero_to_nan(MQ3_CO)" - ] - }, - { - "cell_type": "code", - "execution_count": 76, - "metadata": { - "scrolled": false - }, - "outputs": [], - "source": [ - "import pandas as pd\n", - "import numpy as np\n", - "from sklearn.datasets import load_iris\n", - "#from sklearn.cross_validation import train_test_split\n", - "from sklearn.tree import DecisionTreeClassifier\n", - "from sklearn import datasets\n", - "from sklearn import linear_model\n", - "\n", - "dataAlcohol = {'RsRo': x_MQ3, 'Alcohol': MQ3_Alcohol}\n", - "dataBenzine = {'RsRo': x_MQ3, 'Benzine': MQ3_Benzine}\n", - "dataCH4 = {'RsRo': x_MQ3, 'CH4': MQ3_CH4}\n", - "dataHexane = {'RsRo': x_MQ3, 'Hexane': MQ3_Hexane}\n", - "dataLPG = {'RsRo': x_MQ3, 'LPG': MQ3_LPG}\n", - "dataCO = {'RsRo': x_MQ3, 'CO': MQ3_CO}\n", - "\n", - "dfMQ3_Alcohol = pd.DataFrame(dataAlcohol)\n", - "dfMQ3_Benzine = pd.DataFrame(dataBenzine)\n", - "dfMQ3_CH4 = pd.DataFrame(dataCH4)\n", - "dfMQ3_Hexane = pd.DataFrame(dataHexane)\n", - "dfMQ3_LPG = pd.DataFrame(dataLPG)\n", - "dfMQ3_CO = pd.DataFrame(dataCO)\n", - "\n", - "dfMQ3_Alcohol['Alcohol'] = pd.to_numeric(dfMQ3_Alcohol['Alcohol'])\n", - "dfMQ3_Benzine['Benzine'] = pd.to_numeric(dfMQ3_Benzine['Benzine'])\n", - "dfMQ3_CH4['CH4'] = pd.to_numeric(dfMQ3_CH4['CH4'])\n", - "dfMQ3_Hexane['Hexane'] = pd.to_numeric(dfMQ3_Hexane['Hexane'])\n", - "dfMQ3_LPG['LPG'] = pd.to_numeric(dfMQ3_LPG['LPG'])\n", - "dfMQ3_CO['CO'] = pd.to_numeric(dfMQ3_CO['CO'])\n", - "\n", - "dfMQ3_Alcohol['Alcohol'] = dfMQ3_Alcohol['Alcohol'].replace('',None, regex=True)\n", - "dfMQ3_Benzine['Benzine'] = dfMQ3_Benzine['Benzine'].replace('',None, regex=True)\n", - "dfMQ3_CH4['CH4'] = dfMQ3_CH4['CH4'].replace('',None, regex=True)\n", - "dfMQ3_Hexane['Hexane'] = dfMQ3_Hexane['Hexane'].replace('',None, regex=True)\n", - "dfMQ3_LPG['LPG'] = dfMQ3_LPG['LPG'].replace('',None, regex=True)\n", - "dfMQ3_CO['CO'] = dfMQ3_CO['CO'].replace('',None, regex=True)\n", - "\n", - "#Global X_Predict variable\n", - "X_Predict = dfMQ3_Alcohol.RsRo.apply(lambda x: [x]).tolist()" - ] - }, - { - "cell_type": "code", - "execution_count": 77, - "metadata": {}, - "outputs": [], - "source": [ - "#Model and train alcohol\n", - "dataset2TrainAlcohol = dfMQ3_Alcohol.copy()\n", - "dataset2TrainAlcohol.dropna(inplace=True)\n", - "X_trainAlcohol = dataset2TrainAlcohol.RsRo.apply(lambda x: [x]).tolist()\n", - "y_trainAlcohol = dataset2TrainAlcohol['Alcohol'].tolist()\n", - "model = linear_model.Lasso(alpha=0.1)\n", - "model.fit(X_trainAlcohol, y_trainAlcohol)\n", - "#Predict\n", - "Alcohol_Predicted = model.predict(X_Predict)\n", - "#save into MQ2\n", - "MQ3_Alcohol = Alcohol_Predicted\n" - ] - }, - { - "cell_type": "code", - "execution_count": 78, - "metadata": {}, - "outputs": [], - "source": [ - "#Model and train Benzine\n", - "dataset2TrainBenzine = dfMQ3_Benzine.copy()\n", - "dataset2TrainBenzine.dropna(inplace=True)\n", - "X_trainBenzine = dataset2TrainBenzine.RsRo.apply(lambda x: [x]).tolist()\n", - "y_trainBenzine = dataset2TrainBenzine['Benzine'].tolist()\n", - "model = linear_model.Lasso(alpha=0.1)\n", - "model.fit(X_trainBenzine, y_trainBenzine)\n", - "#Predict\n", - "Benzine_Predicted = model.predict(X_Predict)\n", - "#save into MQ2\n", - "MQ3_Benzine = Benzine_Predicted" - ] - }, - { - "cell_type": "code", - "execution_count": 79, - "metadata": {}, - "outputs": [], - "source": [ - "#Model and train CH4\n", - "dataset2TrainCH4 = dfMQ3_CH4.copy()\n", - "dataset2TrainCH4.dropna(inplace=True)\n", - "X_trainCH4 = dataset2TrainCH4.RsRo.apply(lambda x: [x]).tolist()\n", - "y_trainCH4 = dataset2TrainCH4['CH4'].tolist()\n", - "model = linear_model.Lasso(alpha=0.1)\n", - "model.fit(X_trainCH4, y_trainCH4)\n", - "#Predict\n", - "CH4_Predicted = model.predict(X_Predict)\n", - "#save into MQ2\n", - "MQ3_CH4 = CH4_Predicted" - ] - }, - { - "cell_type": "code", - "execution_count": 80, - "metadata": {}, - "outputs": [], - "source": [ - "#Model and train Hexane\n", - "dataset2TrainHexane = dfMQ3_Hexane.copy()\n", - "dataset2TrainHexane.dropna(inplace=True)\n", - "X_trainHexane = dataset2TrainHexane.RsRo.apply(lambda x: [x]).tolist()\n", - "y_trainHexane = dataset2TrainHexane['Hexane'].tolist()\n", - "model = linear_model.Lasso(alpha=0.1)\n", - "model.fit(X_trainHexane, y_trainHexane)\n", - "#Predict\n", - "CO_Predicted = model.predict(X_Predict)\n", - "#save into MQ2\n", - "MQ3_Hexane = CO_Predicted" - ] - }, - { - "cell_type": "code", - "execution_count": 81, - "metadata": {}, - "outputs": [], - "source": [ - "#Model and train LPG\n", - "dataset2TrainLPG = dfMQ3_LPG.copy()\n", - "dataset2TrainLPG.dropna(inplace=True)\n", - "X_trainLPG = dataset2TrainLPG.RsRo.apply(lambda x: [x]).tolist()\n", - "y_trainLPG = dataset2TrainLPG['LPG'].tolist()\n", - "model = linear_model.Lasso(alpha=0.1)\n", - "model.fit(X_trainLPG, y_trainLPG)\n", - "#Predict\n", - "LPG_Predicted = model.predict(X_Predict)\n", - "#save into MQ2\n", - "MQ3_LPG = LPG_Predicted" - ] - }, - { - "cell_type": "code", - "execution_count": 82, - "metadata": {}, - "outputs": [], - "source": [ - "#Model and train CO\n", - "dataset2TrainCO = dfMQ3_CO.copy()\n", - "dataset2TrainCO.dropna(inplace=True)\n", - "X_trainCO = dataset2TrainCO.RsRo.apply(lambda x: [x]).tolist()\n", - "y_trainCO = dataset2TrainCO['CO'].tolist()\n", - "model = linear_model.Lasso(alpha=0.1)\n", - "model.fit(X_trainCO, y_trainCO)\n", - "#Predict\n", - "CO_Predicted = model.predict(X_Predict)\n", - "#save into MQ2\n", - "MQ3_CO = CO_Predicted" - ] - }, - { - "cell_type": "code", - "execution_count": 83, - "metadata": {}, - "outputs": [ - { - "data": { - "image/svg+xml": [ - "\r\n", - "\r\n", - "\r\n", - "\r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - 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      " - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "%config InlineBackend.figure_formats = ['svg']\n", - "%matplotlib inline\n", - "import matplotlib.pyplot as plt\n", - "import matplotlib.lines as mlines\n", - "import matplotlib.transforms as mtransforms\n", - "\n", - "fig, ax = plt.subplots()\n", - "\n", - "fig.set_size_inches(9, 5.5, forward=True)\n", - "fig.set_dpi(200)\n", - "\n", - "# only these two lines are calibration curves\n", - "plt.plot(MQ3_Alcohol, x_MQ3, marker='o', linewidth=1, label='Alcohol')\n", - "plt.plot(MQ3_Benzine, x_MQ3, marker='o', linewidth=1, label='Benzine')\n", - "plt.plot(MQ3_CH4, x_MQ3, marker='o', linewidth=1, label='CH4')\n", - "plt.plot(MQ3_Hexane, x_MQ3, marker='o', linewidth=1, label='Hexane')\n", - "plt.plot(MQ3_LPG, x_MQ3, marker='o', linewidth=1, label='LPG')\n", - "plt.plot(MQ3_CO, x_MQ3, marker='o', linewidth=1, label='CO')\n", - "\n", - "# reference line, legends, and axis labels\n", - "#line = mlines.Line2D([0, 1], [0, 1], color='black')\n", - "#transform = ax.transAxes\n", - "#line.set_transform(transform)\n", - "#ax.add_line(line)\n", - "plt.yscale('log')\n", - "plt.xscale('log')\n", - "plt.legend()\n", - "\n", - "plt.grid(b=True, which='minor', color='lightgrey', linestyle='--')\n", - "\n", - "fig.suptitle('Calibration plot for MQ-3 data')\n", - "ax.set_xlabel('PPM Concentration')\n", - "ax.set_ylabel('Rs/Ro')\n", - "\n", - "\n", - "#Save image\n", - "plt.savefig('MQ3.svg', format = 'svg', dpi = 1200)\n", - "plt.savefig('MQ3.png')\n", - "plt.savefig('MQ3.eps', format = 'eps', dpi = 1200)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.7.3" - } - }, - "nbformat": 4, - "nbformat_minor": 2 -} diff --git a/Internal_design_documents/Experiments/.ipynb_checkpoints/MQ4_Regression-checkpoint.ipynb b/Internal_design_documents/Experiments/.ipynb_checkpoints/MQ4_Regression-checkpoint.ipynb deleted file mode 100644 index 728a44f..0000000 --- a/Internal_design_documents/Experiments/.ipynb_checkpoints/MQ4_Regression-checkpoint.ipynb +++ /dev/null @@ -1,1935 +0,0 @@ -{ - "cells": [ - { - "cell_type": "code", - "execution_count": 24, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Requirement already satisfied: pandas in c:\\programdata\\anaconda3\\lib\\site-packages (0.24.2)\n", - "Requirement already satisfied: pytz>=2011k in c:\\programdata\\anaconda3\\lib\\site-packages (from pandas) (2018.9)\n", - "Requirement already satisfied: numpy>=1.12.0 in c:\\programdata\\anaconda3\\lib\\site-packages (from pandas) (1.16.2)\n", - "Requirement already satisfied: python-dateutil>=2.5.0 in c:\\programdata\\anaconda3\\lib\\site-packages (from pandas) (2.8.0)\n", - "Requirement already satisfied: six>=1.5 in c:\\programdata\\anaconda3\\lib\\site-packages (from python-dateutil>=2.5.0->pandas) (1.12.0)\n", - "Requirement already satisfied: xlrd in c:\\programdata\\anaconda3\\lib\\site-packages (1.2.0)\n", - "Requirement already satisfied: sklearn in c:\\programdata\\anaconda3\\lib\\site-packages (0.0)\n", - "Requirement already satisfied: scikit-learn in c:\\programdata\\anaconda3\\lib\\site-packages (from sklearn) (0.21.2)\n", - "Requirement already satisfied: joblib>=0.11 in c:\\programdata\\anaconda3\\lib\\site-packages (from scikit-learn->sklearn) (0.13.2)\n", - "Requirement already satisfied: numpy>=1.11.0 in c:\\programdata\\anaconda3\\lib\\site-packages (from scikit-learn->sklearn) (1.16.2)\n", - "Requirement already satisfied: scipy>=0.17.0 in c:\\programdata\\anaconda3\\lib\\site-packages (from scikit-learn->sklearn) (1.2.1)\n", - "Requirement already satisfied: imblearn in c:\\programdata\\anaconda3\\lib\\site-packages (0.0)\n", - "Requirement already satisfied: imbalanced-learn in c:\\programdata\\anaconda3\\lib\\site-packages (from imblearn) (0.5.0)\n", - "Requirement already satisfied: scikit-learn>=0.21 in c:\\programdata\\anaconda3\\lib\\site-packages (from imbalanced-learn->imblearn) (0.21.2)\n", - "Requirement already satisfied: joblib>=0.11 in c:\\programdata\\anaconda3\\lib\\site-packages (from imbalanced-learn->imblearn) (0.13.2)\n", - "Requirement already satisfied: scipy>=0.17 in c:\\programdata\\anaconda3\\lib\\site-packages (from imbalanced-learn->imblearn) (1.2.1)\n", - "Requirement already satisfied: numpy>=1.11 in c:\\programdata\\anaconda3\\lib\\site-packages (from imbalanced-learn->imblearn) (1.16.2)\n" - ] - } - ], - "source": [ - "!pip install pandas\n", - "!pip install xlrd\n", - "!pip install sklearn\n", - "!pip install imblearn" - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "metadata": {}, - "outputs": [], - "source": [ - "import xlrd\n", - "book = xlrd.open_workbook(\"Datasheets info.xlsx\")\n", - "sheetMQ2 = book.sheet_by_name(\"MQ2 - Pololulu\")\n", - "sheetMQ3 = book.sheet_by_name(\"MQ3 - Sparkfun\")\n", - "sheetMQ4 = book.sheet_by_name(\"MQ4 - Sparkfun\")\n", - "sheetMQ5 = book.sheet_by_name(\"MQ5 - Sparkfun\")\n", - "sheetMQ6 = book.sheet_by_name(\"MQ6 - Sparkfun\")\n", - "sheetMQ7 = book.sheet_by_name(\"MQ7 - Sparkfun\")\n", - "sheetMQ8 = book.sheet_by_name(\"MQ8 - Sparkfun\")\n", - "sheetMQ9 = book.sheet_by_name(\"MQ9 - Haoyuelectronics\")\n", - "sheetMQ131 = book.sheet_by_name(\"MQ131- Sensorsportal\")\n", - "sheetMQ135 = book.sheet_by_name(\"MQ135 - HANWEI\")\n", - "sheetMQ303A = book.sheet_by_name(\"MQ303A - HANWEI\")\n", - "sheetMQ309A = book.sheet_by_name(\"MQ309A - HANWEI\")" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "0.1 \t \t \t \t \n", - "0.2 \t \t \t \t \n", - "0.3 \t \t \t \t \n", - "0.4 \t \t \t \t \n", - "0.5 \t \t \t \t \n", - "0.6 \t \t \t \t \n", - "0.7 \t \t \t \t \n", - "0.8 \t \t \t \t \n", - "0.9 \t 5000.0 \t \t \t \n", - "1.0 \t \t 1000.0 \t \t \n", - "2.0 \t 1000.0 \t 200.0 \t \t \n", - "3.0 \t 200.0 \t \t 1000.0 \t 5000.0\n", - "4.0 \t \t \t 200.0 \t 200.0\n", - "5.0 \t \t 4000.0 \t \t \n", - "6.0 \t \t \t \t \n", - "7.0 \t \t \t \t \n", - "8.0 \t \t \t \t \n", - "9.0 \t \t \t \t \n", - "10.0 \t \t \t \t \n" - ] - } - ], - "source": [ - "for row_index in range(1,20): #reading first columns\n", - " RsR0, CH4, CO, H2, Alcohol = sheetMQ4.row_values(row_index, start_colx=0, end_colx=5)\n", - " print(RsR0, \"\t\", CH4, \"\t\", CO, \"\t\", H2, \"\t\", Alcohol)\n", - " " - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": {}, - "outputs": [], - "source": [ - "x_MQ4 = sheetMQ4.col_values(0)[2:]\n", - "MQ4_CH4 = sheetMQ4.col_values(1)[2:]\n", - "MQ4_CO = sheetMQ4.col_values(2)[2:]\n", - "MQ4_H2 = sheetMQ4.col_values(3)[2:]\n", - "MQ4_Alcohol = sheetMQ4.col_values(4)[2:]" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": {}, - "outputs": [], - "source": [ - "def zero_to_nan(values):\n", - " \"\"\"Replace every 0 with 'nan' and return a copy.\"\"\"\n", - " return [float('nan') if x==0 else x for x in values]" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "metadata": {}, - "outputs": [], - "source": [ - "MQ4_CH4 =zero_to_nan(MQ4_CH4)\n", - "MQ4_CO =zero_to_nan(MQ4_CO)\n", - "MQ4_H2 =zero_to_nan(MQ4_H2)\n", - "MQ4_Alcohol =zero_to_nan(MQ4_Alcohol)" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "metadata": { - "scrolled": false - }, - "outputs": [], - "source": [ - "import pandas as pd\n", - "import numpy as np\n", - "from sklearn.datasets import load_iris\n", - "#from sklearn.cross_validation import train_test_split\n", - "from sklearn.tree import DecisionTreeClassifier\n", - "from sklearn import datasets\n", - "from sklearn import linear_model\n", - "\n", - "dataCH4 = {'RsRo': x_MQ4, 'CH4': MQ4_CH4}\n", - "dataCO = {'RsRo': x_MQ4, 'CO': MQ4_CO}\n", - "dataH2 = {'RsRo': x_MQ4, 'H2': MQ4_H2}\n", - "dataAlcohol = {'RsRo': x_MQ4, 'Alcohol': MQ4_Alcohol}\n", - "\n", - "dfMQ4_CH4 = pd.DataFrame(dataCH4)\n", - "dfMQ4_CO = pd.DataFrame(dataCO)\n", - "dfMQ4_H2 = pd.DataFrame(dataH2)\n", - "dfMQ4_Alcohol = pd.DataFrame(dataAlcohol)\n", - "\n", - "dfMQ4_CH4['CH4'] = pd.to_numeric(dfMQ4_CH4['CH4'])\n", - "dfMQ4_CO['CO'] = pd.to_numeric(dfMQ4_CO['CO'])\n", - "dfMQ4_H2['H2'] = pd.to_numeric(dfMQ4_H2['H2'])\n", - "dfMQ4_Alcohol['Alcohol'] = pd.to_numeric(dfMQ4_Alcohol['Alcohol'])\n", - "\n", - "dfMQ4_CH4['CH4'] = dfMQ4_CH4['CH4'].replace('',None, regex=True)\n", - "dfMQ4_CO['CO'] = dfMQ4_CO['CO'].replace('',None, regex=True)\n", - "dfMQ4_H2['H2'] = dfMQ4_H2['H2'].replace('',None, regex=True)\n", - "dfMQ4_Alcohol['Alcohol'] = dfMQ4_Alcohol['Alcohol'].replace('',None, regex=True)\n", - "\n", - "#Global X_Predict variable\n", - "X_Predict = dfMQ4_Alcohol.RsRo.apply(lambda x: [x]).tolist()" - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "metadata": {}, - "outputs": [], - "source": [ - "#Model and train CH4\n", - "dataset2TrainCH4 = dfMQ4_CH4.copy()\n", - "dataset2TrainCH4.dropna(inplace=True)\n", - "X_trainCH4 = dataset2TrainCH4.RsRo.apply(lambda x: [x]).tolist()\n", - "y_trainCH4 = dataset2TrainCH4['CH4'].tolist()\n", - "model = linear_model.Lasso(alpha=0.1)\n", - "model.fit(X_trainCH4, y_trainCH4)\n", - "#Predict\n", - "CH4_Predicted = model.predict(X_Predict)\n", - "#save into MQ2\n", - "MQ4_CH4 = CH4_Predicted\n" - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "metadata": {}, - "outputs": [], - "source": [ - "#Model and train CO\n", - "dataset2TrainCO = dfMQ4_CO.copy()\n", - "dataset2TrainCO.dropna(inplace=True)\n", - "X_trainCO = dataset2TrainCO.RsRo.apply(lambda x: [x]).tolist()\n", - "y_trainCO = dataset2TrainCO['CO'].tolist()\n", - "model = linear_model.Lasso(alpha=0.1)\n", - "model.fit(X_trainCO, y_trainCO)\n", - "#Predict\n", - "CO_Predicted = model.predict(X_Predict)\n", - "#save into MQ2\n", - "MQ4_CO = CO_Predicted" - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "metadata": {}, - "outputs": [], - "source": [ - "#Model and train H2\n", - "dataset2TrainH2 = dfMQ4_H2.copy()\n", - "dataset2TrainH2.dropna(inplace=True)\n", - "X_trainH2 = dataset2TrainH2.RsRo.apply(lambda x: [x]).tolist()\n", - "y_trainH2 = dataset2TrainH2['H2'].tolist()\n", - "model = linear_model.Lasso(alpha=0.1)\n", - "model.fit(X_trainH2, y_trainH2)\n", - "#Predict\n", - "H2_Predicted = model.predict(X_Predict)\n", - "#save into MQ2\n", - "MQ4_H2 = H2_Predicted" - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "metadata": {}, - "outputs": [], - "source": [ - "#Model and train Alcohol\n", - "dataset2TrainAlcohol = dfMQ4_Alcohol.copy()\n", - "dataset2TrainAlcohol.dropna(inplace=True)\n", - "X_trainAlcohol = dataset2TrainAlcohol.RsRo.apply(lambda x: [x]).tolist()\n", - "y_trainAlcohol = dataset2TrainAlcohol['Alcohol'].tolist()\n", - "model = linear_model.Lasso(alpha=0.1)\n", - "model.fit(X_trainAlcohol, y_trainAlcohol)\n", - "#Predict\n", - "Alcohol_Predicted = model.predict(X_Predict)\n", - "#save into MQ2\n", - "MQ4_Alcohol = Alcohol_Predicted" - ] - }, - { - "cell_type": "code", - "execution_count": 11, - "metadata": {}, - "outputs": [ - { - "data": { - "image/svg+xml": [ - "\r\n", - "\r\n", - "\r\n", - "\r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - 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      " - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "%config InlineBackend.figure_formats = ['svg']\n", - "%matplotlib inline\n", - "import matplotlib.pyplot as plt\n", - "import matplotlib.lines as mlines\n", - "import matplotlib.transforms as mtransforms\n", - "\n", - "fig, ax = plt.subplots()\n", - "\n", - "fig.set_size_inches(9, 5.5, forward=True)\n", - "fig.set_dpi(200)\n", - "\n", - "# only these two lines are calibration curves\n", - "plt.plot(MQ4_CH4, x_MQ4, marker='o', linewidth=1, label='CH4')\n", - "plt.plot(MQ4_CO, x_MQ4, marker='o', linewidth=1, label='CO')\n", - "plt.plot(MQ4_H2, x_MQ4, marker='o', linewidth=1, label='H2')\n", - "plt.plot(MQ4_Alcohol, x_MQ4, marker='o', linewidth=1, label='Alcohol')\n", - "\n", - "# reference line, legends, and axis labels\n", - "#line = mlines.Line2D([0, 1], [0, 1], color='black')\n", - "#transform = ax.transAxes\n", - "#line.set_transform(transform)\n", - "#ax.add_line(line)\n", - "plt.yscale('log')\n", - "plt.xscale('log')\n", - "plt.legend()\n", - "\n", - "plt.grid(b=True, which='minor', color='lightgrey', linestyle='--')\n", - "\n", - "fig.suptitle('Calibration plot for MQ-4 data')\n", - "ax.set_xlabel('PPM Concentration')\n", - "ax.set_ylabel('Rs/Ro')\n", - "\n", - "\n", - "#Save image\n", - "plt.savefig('MQ4.svg', format = 'svg', dpi = 1200)\n", - "plt.savefig('MQ4.png')\n", - "plt.savefig('MQ4.eps', format = 'eps', dpi = 1200)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.7.3" - } - }, - "nbformat": 4, - "nbformat_minor": 2 -} diff --git a/Internal_design_documents/Experiments/.ipynb_checkpoints/MQ5_Regression-checkpoint.ipynb b/Internal_design_documents/Experiments/.ipynb_checkpoints/MQ5_Regression-checkpoint.ipynb deleted file mode 100644 index 8bf022f..0000000 --- a/Internal_design_documents/Experiments/.ipynb_checkpoints/MQ5_Regression-checkpoint.ipynb +++ /dev/null @@ -1,1794 +0,0 @@ -{ - "cells": [ - { - "cell_type": "code", - "execution_count": 3, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Requirement already satisfied: pandas in c:\\programdata\\anaconda3\\lib\\site-packages (0.24.2)\n", - "Requirement already satisfied: pytz>=2011k in c:\\programdata\\anaconda3\\lib\\site-packages (from pandas) (2018.9)\n", - "Requirement already satisfied: python-dateutil>=2.5.0 in c:\\programdata\\anaconda3\\lib\\site-packages (from pandas) (2.8.0)\n", - "Requirement already satisfied: numpy>=1.12.0 in c:\\programdata\\anaconda3\\lib\\site-packages (from pandas) (1.16.2)\n", - "Requirement already satisfied: six>=1.5 in c:\\programdata\\anaconda3\\lib\\site-packages (from python-dateutil>=2.5.0->pandas) (1.12.0)\n", - "Requirement already satisfied: xlrd in c:\\programdata\\anaconda3\\lib\\site-packages (1.2.0)\n", - "Requirement already satisfied: sklearn in c:\\programdata\\anaconda3\\lib\\site-packages (0.0)\n", - "Requirement already satisfied: scikit-learn in c:\\programdata\\anaconda3\\lib\\site-packages (from sklearn) (0.21.2)\n", - "Requirement already satisfied: scipy>=0.17.0 in c:\\programdata\\anaconda3\\lib\\site-packages (from scikit-learn->sklearn) (1.2.1)\n", - "Requirement already satisfied: joblib>=0.11 in c:\\programdata\\anaconda3\\lib\\site-packages (from scikit-learn->sklearn) (0.13.2)\n", - "Requirement already satisfied: numpy>=1.11.0 in c:\\programdata\\anaconda3\\lib\\site-packages (from scikit-learn->sklearn) (1.16.2)\n", - "Requirement already satisfied: imblearn in c:\\programdata\\anaconda3\\lib\\site-packages (0.0)\n", - "Requirement already satisfied: imbalanced-learn in c:\\programdata\\anaconda3\\lib\\site-packages (from imblearn) (0.5.0)\n", - "Requirement already satisfied: joblib>=0.11 in c:\\programdata\\anaconda3\\lib\\site-packages (from imbalanced-learn->imblearn) (0.13.2)\n", - "Requirement already satisfied: scipy>=0.17 in c:\\programdata\\anaconda3\\lib\\site-packages (from imbalanced-learn->imblearn) (1.2.1)\n", - "Requirement already satisfied: numpy>=1.11 in c:\\programdata\\anaconda3\\lib\\site-packages (from imbalanced-learn->imblearn) (1.16.2)\n", - "Requirement already satisfied: scikit-learn>=0.21 in c:\\programdata\\anaconda3\\lib\\site-packages (from imbalanced-learn->imblearn) (0.21.2)\n" - ] - } - ], - "source": [ - "!pip install pandas\n", - "!pip install xlrd\n", - "!pip install sklearn\n", - "!pip install imblearn" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": {}, - "outputs": [], - "source": [ - "import xlrd\n", - "book = xlrd.open_workbook(\"Datasheets info.xlsx\")\n", - "sheetMQ2 = book.sheet_by_name(\"MQ2 - Pololulu\")\n", - "sheetMQ3 = book.sheet_by_name(\"MQ3 - Sparkfun\")\n", - "sheetMQ4 = book.sheet_by_name(\"MQ4 - Sparkfun\")\n", - "sheetMQ5 = book.sheet_by_name(\"MQ5 - Sparkfun\")\n", - "sheetMQ6 = book.sheet_by_name(\"MQ6 - Sparkfun\")\n", - "sheetMQ7 = book.sheet_by_name(\"MQ7 - Sparkfun\")\n", - "sheetMQ8 = book.sheet_by_name(\"MQ8 - Sparkfun\")\n", - "sheetMQ9 = book.sheet_by_name(\"MQ9 - Haoyuelectronics\")\n", - "sheetMQ131 = book.sheet_by_name(\"MQ131- Sensorsportal\")\n", - "sheetMQ135 = book.sheet_by_name(\"MQ135 - HANWEI\")\n", - "sheetMQ303A = book.sheet_by_name(\"MQ303A - HANWEI\")\n", - "sheetMQ309A = book.sheet_by_name(\"MQ309A - HANWEI\")" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "0.1 \t \t \t \t \n", - "0.2 \t \t 5000.0 \t \t \n", - "0.3 \t \t \t \t \n", - "0.4 \t \t 800.0 \t 2000.0 \t \n", - "0.5 \t \t \t 1000.0 \t \n", - "0.6 \t \t \t \t \n", - "0.7 \t 5000.0 \t 200.0 \t 500.0 \t \n", - "0.8 \t 2000.0 \t \t \t \n", - "0.9 \t \t \t \t \n", - "1.0 \t 1000.0 \t \t \t \n", - "2.0 \t \t \t \t \n", - "3.0 \t \t \t \t 800.0\n", - "4.0 \t \t \t \t 200.0\n", - "5.0 \t \t \t \t \n", - "6.0 \t \t \t \t \n", - "7.0 \t \t \t \t \n", - "8.0 \t \t \t \t \n", - "9.0 \t \t \t \t \n", - "10.0 \t \t \t \t \n" - ] - } - ], - "source": [ - "for row_index in range(1,20): #reading first columns\n", - " RsR0, H2, LPG , CH4, CO = sheetMQ5.row_values(row_index, start_colx=0, end_colx=5)\n", - " print(RsR0, \"\t\", H2, \"\t\", LPG, \"\t\", CH4, \"\t\", CO)\n", - " " - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": {}, - "outputs": [], - "source": [ - "x_MQ5 = sheetMQ5.col_values(0)[2:]\n", - "MQ5_H2 = sheetMQ5.col_values(1)[2:]\n", - "MQ5_LPG = sheetMQ5.col_values(2)[2:]\n", - "MQ5_CH4 = sheetMQ5.col_values(3)[2:]\n", - "MQ5_CO = sheetMQ5.col_values(4)[2:]" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "metadata": {}, - "outputs": [], - "source": [ - "def zero_to_nan(values):\n", - " \"\"\"Replace every 0 with 'nan' and return a copy.\"\"\"\n", - " return [float('nan') if x==0 else x for x in values]" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "metadata": {}, - "outputs": [], - "source": [ - "MQ5_H2 =zero_to_nan(MQ5_H2)\n", - "MQ5_LPG =zero_to_nan(MQ5_LPG)\n", - "MQ5_CH4 =zero_to_nan(MQ5_CH4)\n", - "MQ5_CO =zero_to_nan(MQ5_CO)" - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "metadata": { - "scrolled": false - }, - "outputs": [], - "source": [ - "import pandas as pd\n", - "import numpy as np\n", - "from sklearn.datasets import load_iris\n", - "#from sklearn.cross_validation import train_test_split\n", - "from sklearn.tree import DecisionTreeClassifier\n", - "from sklearn import datasets\n", - "from sklearn import linear_model\n", - "\n", - "dataH2 = {'RsRo': x_MQ5, 'H2': MQ5_H2}\n", - "dataLPG = {'RsRo': x_MQ5, 'LPG': MQ5_LPG}\n", - "dataCH4 = {'RsRo': x_MQ5, 'CH4': MQ5_CH4}\n", - "dataCO = {'RsRo': x_MQ5, 'CO': MQ5_CO}\n", - "\n", - "dfMQ5_H2 = pd.DataFrame(dataH2)\n", - "dfMQ5_LPG = pd.DataFrame(dataLPG)\n", - "dfMQ5_CH4 = pd.DataFrame(dataCH4)\n", - "dfMQ5_CO = pd.DataFrame(dataCO)\n", - "\n", - "dfMQ5_H2['H2'] = pd.to_numeric(dfMQ5_H2['H2'])\n", - "dfMQ5_LPG['LPG'] = pd.to_numeric(dfMQ5_LPG['LPG'])\n", - "dfMQ5_CH4['CH4'] = pd.to_numeric(dfMQ5_CH4['CH4'])\n", - "dfMQ5_CO['CO'] = pd.to_numeric(dfMQ5_CO['CO'])\n", - "\n", - "dfMQ5_H2['H2'] = dfMQ5_H2['H2'].replace('',None, regex=True)\n", - "dfMQ5_LPG['LPG'] = dfMQ5_LPG['LPG'].replace('',None, regex=True)\n", - "dfMQ5_CH4['CH4'] = dfMQ5_CH4['CH4'].replace('',None, regex=True)\n", - "dfMQ5_CO['CO'] = dfMQ5_CO['CO'].replace('',None, regex=True)\n", - "\n", - "#Global X_Predict variable\n", - "X_Predict = dfMQ5_LPG.RsRo.apply(lambda x: [x]).tolist()" - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "metadata": {}, - "outputs": [], - "source": [ - "#Model and train H2\n", - "dataset2TrainH2 = dfMQ5_H2.copy()\n", - "dataset2TrainH2.dropna(inplace=True)\n", - "X_trainH2 = dataset2TrainH2.RsRo.apply(lambda x: [x]).tolist()\n", - "y_trainH2 = dataset2TrainH2['H2'].tolist()\n", - "model = linear_model.Lasso(alpha=0.1)\n", - "model.fit(X_trainH2, y_trainH2)\n", - "#Predict\n", - "H2_Predicted = model.predict(X_Predict)\n", - "#save into MQ2\n", - "MQ5_H2 = H2_Predicted\n" - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "metadata": {}, - "outputs": [], - "source": [ - "#Model and train LPG\n", - "dataset2TrainLPG = dfMQ5_LPG.copy()\n", - "dataset2TrainLPG.dropna(inplace=True)\n", - "X_trainLPG = dataset2TrainLPG.RsRo.apply(lambda x: [x]).tolist()\n", - "y_trainLPG = dataset2TrainLPG['LPG'].tolist()\n", - "model = linear_model.Lasso(alpha=0.1)\n", - "model.fit(X_trainLPG, y_trainLPG)\n", - "#Predict\n", - "LPG_Predicted = model.predict(X_Predict)\n", - "#save into MQ2\n", - "MQ5_LPG = LPG_Predicted" - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "metadata": {}, - "outputs": [], - "source": [ - "#Model and train CH4\n", - "dataset2TrainCH4 = dfMQ5_CH4.copy()\n", - "dataset2TrainCH4.dropna(inplace=True)\n", - "X_trainCH4 = dataset2TrainCH4.RsRo.apply(lambda x: [x]).tolist()\n", - "y_trainCH4 = dataset2TrainCH4['CH4'].tolist()\n", - "model = linear_model.Lasso(alpha=0.1)\n", - "model.fit(X_trainCH4, y_trainCH4)\n", - "#Predict\n", - "CH4_Predicted = model.predict(X_Predict)\n", - "#save into MQ2\n", - "MQ5_CH4 = CH4_Predicted" - ] - }, - { - "cell_type": "code", - "execution_count": 11, - "metadata": {}, - "outputs": [], - "source": [ - "#Model and train CO\n", - "dataset2TrainCO = dfMQ5_CO.copy()\n", - "dataset2TrainCO.dropna(inplace=True)\n", - "X_trainCO = dataset2TrainCO.RsRo.apply(lambda x: [x]).tolist()\n", - "y_trainCO = dataset2TrainCO['CO'].tolist()\n", - "model = linear_model.Lasso(alpha=0.1)\n", - "model.fit(X_trainCO, y_trainCO)\n", - "#Predict\n", - "CO_Predicted = model.predict(X_Predict)\n", - "#save into MQ2\n", - "MQ5_CO = CO_Predicted" - ] - }, - { - "cell_type": "code", - "execution_count": 12, - "metadata": {}, - "outputs": [ - { - "data": { - "image/svg+xml": [ - "\r\n", - "\r\n", - "\r\n", - "\r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - 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      " - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "%config InlineBackend.figure_formats = ['svg']\n", - "%matplotlib inline\n", - "import matplotlib.pyplot as plt\n", - "import matplotlib.lines as mlines\n", - "import matplotlib.transforms as mtransforms\n", - "\n", - "fig, ax = plt.subplots()\n", - "\n", - "fig.set_size_inches(9, 5.5, forward=True)\n", - "fig.set_dpi(200)\n", - "\n", - "# only these two lines are calibration curves\n", - "plt.plot(MQ5_H2, x_MQ5, marker='o', linewidth=1, label='H2')\n", - "plt.plot(MQ5_LPG, x_MQ5, marker='o', linewidth=1, label='LPG')\n", - "plt.plot(MQ5_CH4, x_MQ5, marker='o', linewidth=1, label='CH4')\n", - "plt.plot(MQ5_CO, x_MQ5, marker='o', linewidth=1, label='CO')\n", - "\n", - "\n", - "# reference line, legends, and axis labels\n", - "#line = mlines.Line2D([0, 1], [0, 1], color='black')\n", - "#transform = ax.transAxes\n", - "#line.set_transform(transform)\n", - "#ax.add_line(line)\n", - "plt.yscale('log')\n", - "plt.xscale('log')\n", - "plt.legend()\n", - "\n", - "plt.grid(b=True, which='minor', color='lightgrey', linestyle='--')\n", - "\n", - "fig.suptitle('Calibration plot for MQ-5 data')\n", - "ax.set_xlabel('PPM Concentration')\n", - "ax.set_ylabel('Rs/Ro')\n", - "\n", - "\n", - "#Save image\n", - "plt.savefig('MQ5.svg', format = 'svg', dpi = 1200)\n", - "plt.savefig('MQ5.png')\n", - "plt.savefig('MQ5.eps', format = 'eps', dpi = 1200)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.7.3" - } - }, - "nbformat": 4, - "nbformat_minor": 2 -} diff --git a/Internal_design_documents/Experiments/.ipynb_checkpoints/MQ6_Regression-checkpoint.ipynb b/Internal_design_documents/Experiments/.ipynb_checkpoints/MQ6_Regression-checkpoint.ipynb deleted file mode 100644 index 0a3aa4a..0000000 --- a/Internal_design_documents/Experiments/.ipynb_checkpoints/MQ6_Regression-checkpoint.ipynb +++ /dev/null @@ -1,2034 +0,0 @@ -{ - "cells": [ - { - "cell_type": "code", - "execution_count": 3, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Requirement already satisfied: pandas in c:\\programdata\\anaconda3\\lib\\site-packages (0.24.2)\n", - "Requirement already satisfied: pytz>=2011k in c:\\programdata\\anaconda3\\lib\\site-packages (from pandas) (2018.9)\n", - "Requirement already satisfied: python-dateutil>=2.5.0 in c:\\programdata\\anaconda3\\lib\\site-packages (from pandas) (2.8.0)\n", - "Requirement already satisfied: numpy>=1.12.0 in c:\\programdata\\anaconda3\\lib\\site-packages (from pandas) (1.16.2)\n", - "Requirement already satisfied: six>=1.5 in c:\\programdata\\anaconda3\\lib\\site-packages (from python-dateutil>=2.5.0->pandas) (1.12.0)\n", - "Requirement already satisfied: xlrd in c:\\programdata\\anaconda3\\lib\\site-packages (1.2.0)\n", - "Requirement already satisfied: sklearn in c:\\programdata\\anaconda3\\lib\\site-packages (0.0)\n", - "Requirement already satisfied: scikit-learn in c:\\programdata\\anaconda3\\lib\\site-packages (from sklearn) (0.21.2)\n", - "Requirement already satisfied: scipy>=0.17.0 in c:\\programdata\\anaconda3\\lib\\site-packages (from scikit-learn->sklearn) (1.2.1)\n", - "Requirement already satisfied: joblib>=0.11 in c:\\programdata\\anaconda3\\lib\\site-packages (from scikit-learn->sklearn) (0.13.2)\n", - "Requirement already satisfied: numpy>=1.11.0 in c:\\programdata\\anaconda3\\lib\\site-packages (from scikit-learn->sklearn) (1.16.2)\n", - "Requirement already satisfied: imblearn in c:\\programdata\\anaconda3\\lib\\site-packages (0.0)\n", - "Requirement already satisfied: imbalanced-learn in c:\\programdata\\anaconda3\\lib\\site-packages (from imblearn) (0.5.0)\n", - "Requirement already satisfied: joblib>=0.11 in c:\\programdata\\anaconda3\\lib\\site-packages (from imbalanced-learn->imblearn) (0.13.2)\n", - "Requirement already satisfied: scipy>=0.17 in c:\\programdata\\anaconda3\\lib\\site-packages (from imbalanced-learn->imblearn) (1.2.1)\n", - "Requirement already satisfied: numpy>=1.11 in c:\\programdata\\anaconda3\\lib\\site-packages (from imbalanced-learn->imblearn) (1.16.2)\n", - "Requirement already satisfied: scikit-learn>=0.21 in c:\\programdata\\anaconda3\\lib\\site-packages (from imbalanced-learn->imblearn) (0.21.2)\n" - ] - } - ], - "source": [ - "!pip install pandas\n", - "!pip install xlrd\n", - "!pip install sklearn\n", - "!pip install imblearn" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": {}, - "outputs": [], - "source": [ - "import xlrd\n", - "book = xlrd.open_workbook(\"Datasheets info.xlsx\")\n", - "sheetMQ2 = book.sheet_by_name(\"MQ2 - Pololulu\")\n", - "sheetMQ3 = book.sheet_by_name(\"MQ3 - Sparkfun\")\n", - "sheetMQ4 = book.sheet_by_name(\"MQ4 - Sparkfun\")\n", - "sheetMQ5 = book.sheet_by_name(\"MQ5 - Sparkfun\")\n", - "sheetMQ6 = book.sheet_by_name(\"MQ6 - Sparkfun\")\n", - "sheetMQ7 = book.sheet_by_name(\"MQ7 - Sparkfun\")\n", - "sheetMQ8 = book.sheet_by_name(\"MQ8 - Sparkfun\")\n", - "sheetMQ9 = book.sheet_by_name(\"MQ9 - Haoyuelectronics\")\n", - "sheetMQ131 = book.sheet_by_name(\"MQ131- Sensorsportal\")\n", - "sheetMQ135 = book.sheet_by_name(\"MQ135 - HANWEI\")\n", - "sheetMQ303A = book.sheet_by_name(\"MQ303A - HANWEI\")\n", - "sheetMQ309A = book.sheet_by_name(\"MQ309A - HANWEI\")" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "0.1 \t \t \t \t \t \n", - "0.2 \t \t \t \t \t \n", - "0.3 \t 5000.0 \t \t \t \t \n", - "0.4 \t \t \t 5000.0 \t \t \n", - "0.5 \t \t \t \t \t \n", - "0.6 \t \t \t \t \t \n", - "0.7 \t \t \t \t \t \n", - "0.8 \t \t \t \t \t \n", - "0.9 \t \t \t \t \t \n", - "1.0 \t 1000.0 \t \t 2000.0 \t \t \n", - "2.0 \t 200.0 \t 10000.0 \t \t \t \n", - "3.0 \t \t \t \t \t \n", - "4.0 \t \t 400.0 \t \t \t \n", - "5.0 \t \t \t \t \t 3000.0\n", - "6.0 \t \t 200.0 \t \t \t \n", - "7.0 \t \t \t \t 5000.0 \t 400.0\n", - "8.0 \t \t \t \t 1000.0 \t 200.0\n", - "9.0 \t \t \t \t 200.0 \t \n", - "10.0 \t \t \t \t \t \n" - ] - } - ], - "source": [ - "for row_index in range(1,20): #reading first columns\n", - " RsR0, LPG, H2, CH4, CO, Alcohol = sheetMQ6.row_values(row_index, start_colx=0, end_colx=6)\n", - " print(RsR0, \"\t\", LPG, \"\t\", H2, \"\t\", CH4, \"\t\", CO, \"\t\", Alcohol)\n", - " " - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "metadata": {}, - "outputs": [], - "source": [ - "x_MQ6 = sheetMQ6.col_values(0)[2:]\n", - "MQ6_LPG = sheetMQ6.col_values(1)[2:]\n", - "MQ6_H2 = sheetMQ3.col_values(2)[2:]\n", - "MQ6_CH4 = sheetMQ3.col_values(3)[2:]\n", - "MQ6_CO = sheetMQ3.col_values(4)[2:]\n", - "MQ6_Alcohol = sheetMQ3.col_values(5)[2:]" - ] - }, - { - "cell_type": "code", - "execution_count": 25, - "metadata": {}, - "outputs": [], - "source": [ - "def zero_to_nan(values):\n", - " \"\"\"Replace every 0 with 'nan' and return a copy.\"\"\"\n", - " return [float('nan') if x==0 else x for x in values]" - ] - }, - { - "cell_type": "code", - "execution_count": 26, - "metadata": {}, - "outputs": [], - "source": [ - "MQ5_H2 =zero_to_nan(MQ5_H2)\n", - "MQ5_LPG =zero_to_nan(MQ5_LPG)\n", - "MQ5_CH4 =zero_to_nan(MQ5_CH4)\n", - "MQ5_CO =zero_to_nan(MQ5_CO)" - ] - }, - { - "cell_type": "code", - "execution_count": 31, - "metadata": { - "scrolled": false - }, - "outputs": [], - "source": [ - "import pandas as pd\n", - "import numpy as np\n", - "from sklearn.datasets import load_iris\n", - "#from sklearn.cross_validation import train_test_split\n", - "from sklearn.tree import DecisionTreeClassifier\n", - "from sklearn import datasets\n", - "from sklearn import linear_model\n", - "\n", - "dataH2 = {'RsRo': x_MQ5, 'H2': MQ5_H2}\n", - "dataLPG = {'RsRo': x_MQ5, 'LPG': MQ5_LPG}\n", - "dataCH4 = {'RsRo': x_MQ5, 'CH4': MQ5_CH4}\n", - "dataCO = {'RsRo': x_MQ5, 'CO': MQ5_CO}\n", - "\n", - "dfMQ5_H2 = pd.DataFrame(dataH2)\n", - "dfMQ5_LPG = pd.DataFrame(dataLPG)\n", - "dfMQ5_CH4 = pd.DataFrame(dataCH4)\n", - "dfMQ5_CO = pd.DataFrame(dataCO)\n", - "\n", - "dfMQ5_H2['H2'] = pd.to_numeric(dfMQ5_H2['H2'])\n", - "dfMQ5_LPG['LPG'] = pd.to_numeric(dfMQ5_LPG['LPG'])\n", - "dfMQ5_CH4['CH4'] = pd.to_numeric(dfMQ5_CH4['CH4'])\n", - "dfMQ5_CO['CO'] = pd.to_numeric(dfMQ5_CO['CO'])\n", - "\n", - "dfMQ5_H2['H2'] = dfMQ5_H2['H2'].replace('',None, regex=True)\n", - "dfMQ5_LPG['LPG'] = dfMQ5_LPG['LPG'].replace('',None, regex=True)\n", - "dfMQ5_CH4['CH4'] = dfMQ5_CH4['CH4'].replace('',None, regex=True)\n", - "dfMQ5_CO['CO'] = dfMQ5_CO['CO'].replace('',None, regex=True)\n", - "\n", - "#Global X_Predict variable\n", - "X_Predict = dfMQ5_LPG.RsRo.apply(lambda x: [x]).tolist()" - ] - }, - { - "cell_type": "code", - "execution_count": 39, - "metadata": {}, - "outputs": [], - "source": [ - "#Model and train H2\n", - "dataset2TrainH2 = dfMQ5_H2.copy()\n", - "dataset2TrainH2.dropna(inplace=True)\n", - "X_trainH2 = dataset2TrainH2.RsRo.apply(lambda x: [x]).tolist()\n", - "y_trainH2 = dataset2TrainH2['H2'].tolist()\n", - "model = linear_model.Lasso(alpha=0.1)\n", - "model.fit(X_trainH2, y_trainH2)\n", - "#Predict\n", - "H2_Predicted = model.predict(X_Predict)\n", - "#save into MQ2\n", - "MQ5_H2 = H2_Predicted\n" - ] - }, - { - "cell_type": "code", - "execution_count": 40, - "metadata": {}, - "outputs": [], - "source": [ - "#Model and train LPG\n", - "dataset2TrainLPG = dfMQ5_LPG.copy()\n", - "dataset2TrainLPG.dropna(inplace=True)\n", - "X_trainLPG = dataset2TrainLPG.RsRo.apply(lambda x: [x]).tolist()\n", - "y_trainLPG = dataset2TrainLPG['LPG'].tolist()\n", - "model = linear_model.Lasso(alpha=0.1)\n", - "model.fit(X_trainLPG, y_trainLPG)\n", - "#Predict\n", - "LPG_Predicted = model.predict(X_Predict)\n", - "#save into MQ2\n", - "MQ5_LPG = LPG_Predicted" - ] - }, - { - "cell_type": "code", - "execution_count": 41, - "metadata": {}, - "outputs": [], - "source": [ - "#Model and train CH4\n", - "dataset2TrainCH4 = dfMQ5_CH4.copy()\n", - "dataset2TrainCH4.dropna(inplace=True)\n", - "X_trainCH4 = dataset2TrainCH4.RsRo.apply(lambda x: [x]).tolist()\n", - "y_trainCH4 = dataset2TrainCH4['CH4'].tolist()\n", - "model = linear_model.Lasso(alpha=0.1)\n", - "model.fit(X_trainCH4, y_trainCH4)\n", - "#Predict\n", - "CH4_Predicted = model.predict(X_Predict)\n", - "#save into MQ2\n", - "MQ5_CH4 = CH4_Predicted" - ] - }, - { - "cell_type": "code", - "execution_count": 42, - "metadata": {}, - "outputs": [], - "source": [ - "#Model and train CO\n", - "dataset2TrainCO = dfMQ5_CO.copy()\n", - "dataset2TrainCO.dropna(inplace=True)\n", - "X_trainCO = dataset2TrainCO.RsRo.apply(lambda x: [x]).tolist()\n", - "y_trainCO = dataset2TrainCO['CO'].tolist()\n", - "model = linear_model.Lasso(alpha=0.1)\n", - "model.fit(X_trainCO, y_trainCO)\n", - "#Predict\n", - "CO_Predicted = model.predict(X_Predict)\n", - "#save into MQ2\n", - "MQ5_CO = CO_Predicted" - ] - }, - { - "cell_type": "code", - "execution_count": 43, - "metadata": {}, - "outputs": [ - { - "data": { - "image/svg+xml": [ - "\r\n", - "\r\n", - "\r\n", - "\r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - 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      " - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "%config InlineBackend.figure_formats = ['svg']\n", - "%matplotlib inline\n", - "import matplotlib.pyplot as plt\n", - "import matplotlib.lines as mlines\n", - "import matplotlib.transforms as mtransforms\n", - "\n", - "fig, ax = plt.subplots()\n", - "\n", - "fig.set_size_inches(9, 5.5, forward=True)\n", - "fig.set_dpi(200)\n", - "\n", - "# only these two lines are calibration curves\n", - "plt.plot(MQ5_H2, x_MQ5, marker='o', linewidth=1, label='H2')\n", - "plt.plot(MQ5_LPG, x_MQ5, marker='o', linewidth=1, label='LPG')\n", - "plt.plot(MQ5_CH4, x_MQ5, marker='o', linewidth=1, label='CH4')\n", - "plt.plot(MQ5_CO, x_MQ5, marker='o', linewidth=1, label='CO')\n", - "\n", - "\n", - "# reference line, legends, and axis labels\n", - "#line = mlines.Line2D([0, 1], [0, 1], color='black')\n", - "#transform = ax.transAxes\n", - "#line.set_transform(transform)\n", - "#ax.add_line(line)\n", - "plt.yscale('log')\n", - "plt.xscale('log')\n", - "plt.legend()\n", - "\n", - "plt.grid(b=True, which='minor', color='lightgrey', linestyle='--')\n", - "\n", - "fig.suptitle('Calibration plot for MQ-5 data')\n", - "ax.set_xlabel('PPM Concentration')\n", - "ax.set_ylabel('Rs/Ro')\n", - "\n", - "\n", - "#Save image\n", - "plt.savefig('MQ5.svg', format = 'svg', dpi = 1200)\n", - "plt.savefig('MQ5.png')\n", - "plt.savefig('MQ5.eps', format = 'eps', dpi = 1200)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.7.3" - } - }, - "nbformat": 4, - "nbformat_minor": 2 -} diff --git a/Internal_design_documents/Experiments/.ipynb_checkpoints/MQ7_Regression-checkpoint.ipynb b/Internal_design_documents/Experiments/.ipynb_checkpoints/MQ7_Regression-checkpoint.ipynb deleted file mode 100644 index a63cc80..0000000 --- a/Internal_design_documents/Experiments/.ipynb_checkpoints/MQ7_Regression-checkpoint.ipynb +++ /dev/null @@ -1,2374 +0,0 @@ -{ - "cells": [ - { - "cell_type": "code", - "execution_count": 3, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Requirement already satisfied: pandas in c:\\programdata\\anaconda3\\lib\\site-packages (0.24.2)\n", - "Requirement already satisfied: pytz>=2011k in c:\\programdata\\anaconda3\\lib\\site-packages (from pandas) (2018.9)\n", - "Requirement already satisfied: python-dateutil>=2.5.0 in c:\\programdata\\anaconda3\\lib\\site-packages (from pandas) (2.8.0)\n", - "Requirement already satisfied: numpy>=1.12.0 in c:\\programdata\\anaconda3\\lib\\site-packages (from pandas) (1.16.2)\n", - "Requirement already satisfied: six>=1.5 in c:\\programdata\\anaconda3\\lib\\site-packages (from python-dateutil>=2.5.0->pandas) (1.12.0)\n", - "Requirement already satisfied: xlrd in c:\\programdata\\anaconda3\\lib\\site-packages (1.2.0)\n", - "Requirement already satisfied: sklearn in c:\\programdata\\anaconda3\\lib\\site-packages (0.0)\n", - "Requirement already satisfied: scikit-learn in c:\\programdata\\anaconda3\\lib\\site-packages (from sklearn) (0.21.2)\n", - "Requirement already satisfied: scipy>=0.17.0 in c:\\programdata\\anaconda3\\lib\\site-packages (from scikit-learn->sklearn) (1.2.1)\n", - "Requirement already satisfied: joblib>=0.11 in c:\\programdata\\anaconda3\\lib\\site-packages (from scikit-learn->sklearn) (0.13.2)\n", - "Requirement already satisfied: numpy>=1.11.0 in c:\\programdata\\anaconda3\\lib\\site-packages (from scikit-learn->sklearn) (1.16.2)\n", - "Requirement already satisfied: imblearn in c:\\programdata\\anaconda3\\lib\\site-packages (0.0)\n", - "Requirement already satisfied: imbalanced-learn in c:\\programdata\\anaconda3\\lib\\site-packages (from imblearn) (0.5.0)\n", - "Requirement already satisfied: joblib>=0.11 in c:\\programdata\\anaconda3\\lib\\site-packages (from imbalanced-learn->imblearn) (0.13.2)\n", - "Requirement already satisfied: scipy>=0.17 in c:\\programdata\\anaconda3\\lib\\site-packages (from imbalanced-learn->imblearn) (1.2.1)\n", - "Requirement already satisfied: numpy>=1.11 in c:\\programdata\\anaconda3\\lib\\site-packages (from imbalanced-learn->imblearn) (1.16.2)\n", - "Requirement already satisfied: scikit-learn>=0.21 in c:\\programdata\\anaconda3\\lib\\site-packages (from imbalanced-learn->imblearn) (0.21.2)\n" - ] - } - ], - "source": [ - "!pip install pandas\n", - "!pip install xlrd\n", - "!pip install sklearn\n", - "!pip install imblearn" - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "metadata": {}, - "outputs": [], - "source": [ - "import xlrd\n", - "book = xlrd.open_workbook(\"Datasheets info.xlsx\")\n", - "sheetMQ2 = book.sheet_by_name(\"MQ2 - Pololulu\")\n", - "sheetMQ3 = book.sheet_by_name(\"MQ3 - Sparkfun\")\n", - "sheetMQ4 = book.sheet_by_name(\"MQ4 - Sparkfun\")\n", - "sheetMQ5 = book.sheet_by_name(\"MQ5 - Sparkfun\")\n", - "sheetMQ6 = book.sheet_by_name(\"MQ6 - Sparkfun\")\n", - "sheetMQ7 = book.sheet_by_name(\"MQ7 - Sparkfun\")\n", - "sheetMQ8 = book.sheet_by_name(\"MQ8 - Sparkfun\")\n", - "sheetMQ9 = book.sheet_by_name(\"MQ9 - Haoyuelectronics\")\n", - "sheetMQ131 = book.sheet_by_name(\"MQ131- Sensorsportal\")\n", - "sheetMQ135 = book.sheet_by_name(\"MQ135 - HANWEI\")\n", - "sheetMQ303A = book.sheet_by_name(\"MQ303A - HANWEI\")\n", - "sheetMQ309A = book.sheet_by_name(\"MQ309A - HANWEI\")" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "0.01 \t \t \t \t \t \n", - "0.02 \t \t \t \t \t \n", - "0.03 \t \t \t \t \t \n", - "0.04 \t \t \t \t \t \n", - "0.05 \t \t 4000.0 \t \t \t \n", - "0.06 \t \t \t \t \t \n", - "0.07 \t \t \t \t \t \n", - "0.08 \t \t \t \t \t \n", - "0.09 \t \t \t \t 3000.0 \t \n", - "0.1 \t \t \t \t \t \n", - "0.2 \t \t \t \t \t \n", - "0.3 \t \t 400.0 \t \t \t \n", - "0.4 \t \t \t \t 400.0 \t \n", - "0.5 \t \t \t \t \t \n", - "0.6 \t \t \t \t \t \n", - "0.7 \t \t \t \t \t \n", - "0.8 \t \t 100.0 \t \t \t \n", - "0.9 \t \t \t \t \t \n", - "1.0 \t \t \t \t 100.0 \t \n" - ] - } - ], - "source": [ - "for row_index in range(1,20): #reading first columns\n", - " RsR0, CO, H2, LPG, CH4, Alcohol = sheetMQ7.row_values(row_index, start_colx=0, end_colx=6)\n", - " print(RsR0, \"\t\", LPG, \"\t\", H2, \"\t\", CH4, \"\t\", CO, \"\t\", Alcohol)\n", - " " - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "metadata": {}, - "outputs": [], - "source": [ - "x_MQ7 = sheetMQ7.col_values(0)[2:]\n", - "MQ7_CO = sheetMQ7.col_values(1)[2:]\n", - "MQ7_H2 = sheetMQ7.col_values(2)[2:]\n", - "MQ7_LPG = sheetMQ7.col_values(3)[2:]\n", - "MQ7_CH4 = sheetMQ7.col_values(4)[2:]\n", - "MQ7_Alcohol = sheetMQ7.col_values(5)[2:]" - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "metadata": {}, - "outputs": [], - "source": [ - "def zero_to_nan(values):\n", - " \"\"\"Replace every 0 with 'nan' and return a copy.\"\"\"\n", - " return [float('nan') if x==0 else x for x in values]" - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "metadata": {}, - "outputs": [], - "source": [ - "MQ7_H2 =zero_to_nan(MQ7_H2)\n", - "MQ7_LPG =zero_to_nan(MQ7_LPG)\n", - "MQ7_CH4 =zero_to_nan(MQ7_CH4)\n", - "MQ7_CO =zero_to_nan(MQ7_CO)\n", - "MQ7_Alcohol =zero_to_nan(MQ7_Alcohol)" - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "metadata": { - "scrolled": false - }, - "outputs": [], - "source": [ - "import pandas as pd\n", - "import numpy as np\n", - "from sklearn.datasets import load_iris\n", - "#from sklearn.cross_validation import train_test_split\n", - "from sklearn.tree import DecisionTreeClassifier\n", - "from sklearn import datasets\n", - "from sklearn import linear_model\n", - "\n", - "dataH2 = {'RsRo': x_MQ7, 'H2': MQ7_H2}\n", - "dataLPG = {'RsRo': x_MQ7, 'LPG': MQ7_LPG}\n", - "dataCH4 = {'RsRo': x_MQ7, 'CH4': MQ7_CH4}\n", - "dataCO = {'RsRo': x_MQ7, 'CO': MQ7_CO}\n", - "dataALcohol = {'RsRo': x_MQ7, 'Alcohol': MQ7_Alcohol}\n", - "\n", - "dfMQ7_H2 = pd.DataFrame(dataH2)\n", - "dfMQ7_LPG = pd.DataFrame(dataLPG)\n", - "dfMQ7_CH4 = pd.DataFrame(dataCH4)\n", - "dfMQ7_CO = pd.DataFrame(dataCO)\n", - "dfMQ7_Alcohol = pd.DataFrame(dataALcohol)\n", - "\n", - "dfMQ7_H2['H2'] = pd.to_numeric(dfMQ7_H2['H2'])\n", - "dfMQ7_LPG['LPG'] = pd.to_numeric(dfMQ7_LPG['LPG'])\n", - "dfMQ7_CH4['CH4'] = pd.to_numeric(dfMQ7_CH4['CH4'])\n", - "dfMQ7_CO['CO'] = pd.to_numeric(dfMQ7_CO['CO'])\n", - "dfMQ7_Alcohol['Alcohol'] = pd.to_numeric(dfMQ7_Alcohol['Alcohol'])\n", - "\n", - "dfMQ7_H2['H2'] = dfMQ7_H2['H2'].replace('',None, regex=True)\n", - "dfMQ7_LPG['LPG'] = dfMQ7_LPG['LPG'].replace('',None, regex=True)\n", - "dfMQ7_CH4['CH4'] = dfMQ7_CH4['CH4'].replace('',None, regex=True)\n", - "dfMQ7_CO['CO'] = dfMQ7_CO['CO'].replace('',None, regex=True)\n", - "dfMQ7_Alcohol['Alcohol'] = dfMQ7_Alcohol['Alcohol'].replace('',None, regex=True)\n", - "\n", - "#Global X_Predict variable\n", - "X_Predict = dfMQ7_LPG.RsRo.apply(lambda x: [x]).tolist()" - ] - }, - { - "cell_type": "code", - "execution_count": 11, - "metadata": {}, - "outputs": [], - "source": [ - "#Model and train H2\n", - "dataset2TrainH2 = dfMQ7_H2.copy()\n", - "dataset2TrainH2.dropna(inplace=True)\n", - "X_trainH2 = dataset2TrainH2.RsRo.apply(lambda x: [x]).tolist()\n", - "y_trainH2 = dataset2TrainH2['H2'].tolist()\n", - "model = linear_model.Lasso(alpha=0.1)\n", - "model.fit(X_trainH2, y_trainH2)\n", - "#Predict\n", - "H2_Predicted = model.predict(X_Predict)\n", - "#save into MQ2\n", - "MQ7_H2 = H2_Predicted\n" - ] - }, - { - "cell_type": "code", - "execution_count": 12, - "metadata": {}, - "outputs": [], - "source": [ - "#Model and train LPG\n", - "dataset2TrainLPG = dfMQ7_LPG.copy()\n", - "dataset2TrainLPG.dropna(inplace=True)\n", - "X_trainLPG = dataset2TrainLPG.RsRo.apply(lambda x: [x]).tolist()\n", - "y_trainLPG = dataset2TrainLPG['LPG'].tolist()\n", - "model = linear_model.Lasso(alpha=0.1)\n", - "model.fit(X_trainLPG, y_trainLPG)\n", - "#Predict\n", - "LPG_Predicted = model.predict(X_Predict)\n", - "#save into MQ2\n", - "MQ7_LPG = LPG_Predicted" - ] - }, - { - "cell_type": "code", - "execution_count": 13, - "metadata": {}, - "outputs": [], - "source": [ - "#Model and train CH4\n", - "dataset2TrainCH4 = dfMQ7_CH4.copy()\n", - "dataset2TrainCH4.dropna(inplace=True)\n", - "X_trainCH4 = dataset2TrainCH4.RsRo.apply(lambda x: [x]).tolist()\n", - "y_trainCH4 = dataset2TrainCH4['CH4'].tolist()\n", - "model = linear_model.Lasso(alpha=0.1)\n", - "model.fit(X_trainCH4, y_trainCH4)\n", - "#Predict\n", - "CH4_Predicted = model.predict(X_Predict)\n", - "#save into MQ2\n", - "MQ7_CH4 = CH4_Predicted" - ] - }, - { - "cell_type": "code", - "execution_count": 14, - "metadata": {}, - "outputs": [], - "source": [ - "#Model and train CO\n", - "dataset2TrainCO = dfMQ7_CO.copy()\n", - "dataset2TrainCO.dropna(inplace=True)\n", - "X_trainCO = dataset2TrainCO.RsRo.apply(lambda x: [x]).tolist()\n", - "y_trainCO = dataset2TrainCO['CO'].tolist()\n", - "model = linear_model.Lasso(alpha=0.1)\n", - "model.fit(X_trainCO, y_trainCO)\n", - "#Predict\n", - "CO_Predicted = model.predict(X_Predict)\n", - "#save into MQ2\n", - "MQ7_CO = CO_Predicted" - ] - }, - { - "cell_type": "code", - "execution_count": 15, - "metadata": {}, - "outputs": [], - "source": [ - "#Model and train Alcohol\n", - "dataset2TrainAlcohol = dfMQ7_Alcohol.copy()\n", - "dataset2TrainAlcohol.dropna(inplace=True)\n", - "X_trainAlcohol = dataset2TrainAlcohol.RsRo.apply(lambda x: [x]).tolist()\n", - "y_trainAlcohol = dataset2TrainAlcohol['Alcohol'].tolist()\n", - "model = linear_model.Lasso(alpha=0.1)\n", - "model.fit(X_trainAlcohol, y_trainAlcohol)\n", - "#Predict\n", - "Alcohol_Predicted = model.predict(X_Predict)\n", - "#save into MQ2\n", - "MQ7_Alcohol = Alcohol_Predicted" - ] - }, - { - "cell_type": "code", - "execution_count": 17, - "metadata": {}, - "outputs": [ - { - "data": { - "image/svg+xml": [ - "\r\n", - "\r\n", - "\r\n", - "\r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - 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      " - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "%config InlineBackend.figure_formats = ['svg']\n", - "%matplotlib inline\n", - "import matplotlib.pyplot as plt\n", - "import matplotlib.lines as mlines\n", - "import matplotlib.transforms as mtransforms\n", - "\n", - "fig, ax = plt.subplots()\n", - "\n", - "fig.set_size_inches(9, 5.5, forward=True)\n", - "fig.set_dpi(200)\n", - "\n", - "# only these two lines are calibration curves\n", - "plt.plot(MQ7_H2, x_MQ7, marker='o', linewidth=1, label='H2')\n", - "plt.plot(MQ7_LPG, x_MQ7, marker='o', linewidth=1, label='LPG')\n", - "plt.plot(MQ7_CH4, x_MQ7, marker='o', linewidth=1, label='CH4')\n", - "plt.plot(MQ7_CO, x_MQ7, marker='o', linewidth=1, label='CO')\n", - "plt.plot(MQ7_Alcohol, x_MQ7, marker='o', linewidth=1, label='Alcohol')\n", - "\n", - "\n", - "# reference line, legends, and axis labels\n", - "#line = mlines.Line2D([0, 1], [0, 1], color='black')\n", - "#transform = ax.transAxes\n", - "#line.set_transform(transform)\n", - "#ax.add_line(line)\n", - "plt.yscale('log')\n", - "plt.xscale('log')\n", - "plt.legend()\n", - "\n", - "plt.grid(b=True, which='minor', color='lightgrey', linestyle='--')\n", - "\n", - "fig.suptitle('Calibration plot for MQ-7 data')\n", - "ax.set_xlabel('PPM Concentration')\n", - "ax.set_ylabel('Rs/Ro')\n", - "\n", - "\n", - "#Save image\n", - "plt.savefig('MQ7.svg', format = 'svg', dpi = 1200)\n", - "plt.savefig('MQ7.png')\n", - "plt.savefig('MQ7.eps', format = 'eps', dpi = 1200)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.7.3" - } - }, - "nbformat": 4, - "nbformat_minor": 2 -} diff --git a/Internal_design_documents/Experiments/.ipynb_checkpoints/MQ8_Regression-checkpoint.ipynb b/Internal_design_documents/Experiments/.ipynb_checkpoints/MQ8_Regression-checkpoint.ipynb deleted file mode 100644 index 03be25a..0000000 --- a/Internal_design_documents/Experiments/.ipynb_checkpoints/MQ8_Regression-checkpoint.ipynb +++ /dev/null @@ -1,2605 +0,0 @@ -{ - "cells": [ - { - "cell_type": "code", - "execution_count": 3, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Requirement already satisfied: pandas in c:\\programdata\\anaconda3\\lib\\site-packages (0.24.2)\n", - "Requirement already satisfied: pytz>=2011k in c:\\programdata\\anaconda3\\lib\\site-packages (from pandas) (2018.9)\n", - "Requirement already satisfied: python-dateutil>=2.5.0 in c:\\programdata\\anaconda3\\lib\\site-packages (from pandas) (2.8.0)\n", - "Requirement already satisfied: numpy>=1.12.0 in c:\\programdata\\anaconda3\\lib\\site-packages (from pandas) (1.16.2)\n", - "Requirement already satisfied: six>=1.5 in c:\\programdata\\anaconda3\\lib\\site-packages (from python-dateutil>=2.5.0->pandas) (1.12.0)\n", - "Requirement already satisfied: xlrd in c:\\programdata\\anaconda3\\lib\\site-packages (1.2.0)\n", - "Requirement already satisfied: sklearn in c:\\programdata\\anaconda3\\lib\\site-packages (0.0)\n", - "Requirement already satisfied: scikit-learn in c:\\programdata\\anaconda3\\lib\\site-packages (from sklearn) (0.21.2)\n", - "Requirement already satisfied: scipy>=0.17.0 in c:\\programdata\\anaconda3\\lib\\site-packages (from scikit-learn->sklearn) (1.2.1)\n", - "Requirement already satisfied: joblib>=0.11 in c:\\programdata\\anaconda3\\lib\\site-packages (from scikit-learn->sklearn) (0.13.2)\n", - "Requirement already satisfied: numpy>=1.11.0 in c:\\programdata\\anaconda3\\lib\\site-packages (from scikit-learn->sklearn) (1.16.2)\n", - "Requirement already satisfied: imblearn in c:\\programdata\\anaconda3\\lib\\site-packages (0.0)\n", - "Requirement already satisfied: imbalanced-learn in c:\\programdata\\anaconda3\\lib\\site-packages (from imblearn) (0.5.0)\n", - "Requirement already satisfied: joblib>=0.11 in c:\\programdata\\anaconda3\\lib\\site-packages (from imbalanced-learn->imblearn) (0.13.2)\n", - "Requirement already satisfied: scipy>=0.17 in c:\\programdata\\anaconda3\\lib\\site-packages (from imbalanced-learn->imblearn) (1.2.1)\n", - "Requirement already satisfied: numpy>=1.11 in c:\\programdata\\anaconda3\\lib\\site-packages (from imbalanced-learn->imblearn) (1.16.2)\n", - "Requirement already satisfied: scikit-learn>=0.21 in c:\\programdata\\anaconda3\\lib\\site-packages (from imbalanced-learn->imblearn) (0.21.2)\n" - ] - } - ], - "source": [ - "!pip install pandas\n", - "!pip install xlrd\n", - "!pip install sklearn\n", - "!pip install imblearn" - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "metadata": {}, - "outputs": [], - "source": [ - "import xlrd\n", - "book = xlrd.open_workbook(\"Datasheets info.xlsx\")\n", - "sheetMQ2 = book.sheet_by_name(\"MQ2 - Pololulu\")\n", - "sheetMQ3 = book.sheet_by_name(\"MQ3 - Sparkfun\")\n", - "sheetMQ4 = book.sheet_by_name(\"MQ4 - Sparkfun\")\n", - "sheetMQ5 = book.sheet_by_name(\"MQ5 - Sparkfun\")\n", - "sheetMQ6 = book.sheet_by_name(\"MQ6 - Sparkfun\")\n", - "sheetMQ7 = book.sheet_by_name(\"MQ7 - Sparkfun\")\n", - "sheetMQ8 = book.sheet_by_name(\"MQ8 - Sparkfun\")\n", - "sheetMQ9 = book.sheet_by_name(\"MQ9 - Haoyuelectronics\")\n", - "sheetMQ131 = book.sheet_by_name(\"MQ131- Sensorsportal\")\n", - "sheetMQ135 = book.sheet_by_name(\"MQ135 - HANWEI\")\n", - "sheetMQ303A = book.sheet_by_name(\"MQ303A - HANWEI\")\n", - "sheetMQ309A = book.sheet_by_name(\"MQ309A - HANWEI\")" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "0.01 \t \t \t \t \t \n", - "0.02 \t \t \t \t \t \n", - "0.03 \t \t \t \t \t \n", - "0.04 \t \t \t \t \t \n", - "0.05 \t \t \t \t \t \n", - "0.06 \t \t \t \t \t \n", - "0.07 \t \t \t \t \t \n", - "0.08 \t \t \t \t \t \n", - "0.09 \t \t \t \t \t \n", - "0.1 \t \t 5000.0 \t \t \t \n", - "0.2 \t \t \t \t \t \n", - "0.3 \t \t \t \t \t \n", - "0.4 \t \t \t \t \t \n", - "0.5 \t \t \t \t \t \n", - "0.6 \t \t \t \t \t \n", - "0.7 \t \t \t \t \t \n", - "0.8 \t \t \t \t \t \n", - "0.9 \t \t \t \t \t \n", - "1.0 \t \t 1000.0 \t \t \t \n" - ] - } - ], - "source": [ - "for row_index in range(1,20): #reading first columns\n", - " RsR0, H2, LPG, CH4, CO, Alcohol = sheetMQ8.row_values(row_index, start_colx=0, end_colx=6)\n", - " print(RsR0, \"\t\", LPG, \"\t\", H2, \"\t\", CH4, \"\t\", CO, \"\t\", Alcohol)\n", - " " - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "metadata": {}, - "outputs": [], - "source": [ - "x_MQ8 = sheetMQ8.col_values(0)[2:]\n", - "MQ8_H2 = sheetMQ8.col_values(1)[2:]\n", - "MQ8_LPG = sheetMQ8.col_values(2)[2:]\n", - "MQ8_CH4 = sheetMQ8.col_values(3)[2:]\n", - "MQ8_CO = sheetMQ8.col_values(4)[2:]\n", - "MQ8_Alcohol = sheetMQ8.col_values(5)[2:]" - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "metadata": {}, - "outputs": [], - "source": [ - "def zero_to_nan(values):\n", - " \"\"\"Replace every 0 with 'nan' and return a copy.\"\"\"\n", - " return [float('nan') if x==0 else x for x in values]" - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "metadata": {}, - "outputs": [], - "source": [ - "MQ8_H2 =zero_to_nan(MQ8_H2)\n", - "MQ8_LPG =zero_to_nan(MQ8_LPG)\n", - "MQ8_CH4 =zero_to_nan(MQ8_CH4)\n", - "MQ8_CO =zero_to_nan(MQ8_CO)\n", - "MQ8_Alcohol =zero_to_nan(MQ8_Alcohol)" - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "metadata": { - "scrolled": false - }, - "outputs": [], - "source": [ - "import pandas as pd\n", - "import numpy as np\n", - "from sklearn.datasets import load_iris\n", - "#from sklearn.cross_validation import train_test_split\n", - "from sklearn.tree import DecisionTreeClassifier\n", - "from sklearn import datasets\n", - "from sklearn import linear_model\n", - "\n", - "dataH2 = {'RsRo': x_MQ8, 'H2': MQ8_H2}\n", - "dataLPG = {'RsRo': x_MQ8, 'LPG': MQ8_LPG}\n", - "dataCH4 = {'RsRo': x_MQ8, 'CH4': MQ8_CH4}\n", - "dataCO = {'RsRo': x_MQ8, 'CO': MQ8_CO}\n", - "dataALcohol = {'RsRo': x_MQ8, 'Alcohol': MQ8_Alcohol}\n", - "\n", - "dfMQ8_H2 = pd.DataFrame(dataH2)\n", - "dfMQ8_LPG = pd.DataFrame(dataLPG)\n", - "dfMQ8_CH4 = pd.DataFrame(dataCH4)\n", - "dfMQ8_CO = pd.DataFrame(dataCO)\n", - "dfMQ8_Alcohol = pd.DataFrame(dataALcohol)\n", - "\n", - "dfMQ8_H2['H2'] = pd.to_numeric(dfMQ8_H2['H2'])\n", - "dfMQ8_LPG['LPG'] = pd.to_numeric(dfMQ8_LPG['LPG'])\n", - "dfMQ8_CH4['CH4'] = pd.to_numeric(dfMQ8_CH4['CH4'])\n", - "dfMQ8_CO['CO'] = pd.to_numeric(dfMQ8_CO['CO'])\n", - "dfMQ8_Alcohol['Alcohol'] = pd.to_numeric(dfMQ8_Alcohol['Alcohol'])\n", - "\n", - "dfMQ8_H2['H2'] = dfMQ8_H2['H2'].replace('',None, regex=True)\n", - "dfMQ8_LPG['LPG'] = dfMQ8_LPG['LPG'].replace('',None, regex=True)\n", - "dfMQ8_CH4['CH4'] = dfMQ8_CH4['CH4'].replace('',None, regex=True)\n", - "dfMQ8_CO['CO'] = dfMQ8_CO['CO'].replace('',None, regex=True)\n", - "dfMQ8_Alcohol['Alcohol'] = dfMQ8_Alcohol['Alcohol'].replace('',None, regex=True)\n", - "\n", - "#Global X_Predict variable\n", - "X_Predict = dfMQ8_LPG.RsRo.apply(lambda x: [x]).tolist()" - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "metadata": {}, - "outputs": [], - "source": [ - "#Model and train H2\n", - "dataset2TrainH2 = dfMQ8_H2.copy()\n", - "dataset2TrainH2.dropna(inplace=True)\n", - "X_trainH2 = dataset2TrainH2.RsRo.apply(lambda x: [x]).tolist()\n", - "y_trainH2 = dataset2TrainH2['H2'].tolist()\n", - "model = linear_model.Lasso(alpha=0.1)\n", - "model.fit(X_trainH2, y_trainH2)\n", - "#Predict\n", - "H2_Predicted = model.predict(X_Predict)\n", - "#save into MQ2\n", - "MQ8_H2 = H2_Predicted\n" - ] - }, - { - "cell_type": "code", - "execution_count": 11, - "metadata": {}, - "outputs": [], - "source": [ - "#Model and train LPG\n", - "dataset2TrainLPG = dfMQ8_LPG.copy()\n", - "dataset2TrainLPG.dropna(inplace=True)\n", - "X_trainLPG = dataset2TrainLPG.RsRo.apply(lambda x: [x]).tolist()\n", - "y_trainLPG = dataset2TrainLPG['LPG'].tolist()\n", - "model = linear_model.Lasso(alpha=0.1)\n", - "model.fit(X_trainLPG, y_trainLPG)\n", - "#Predict\n", - "LPG_Predicted = model.predict(X_Predict)\n", - "#save into MQ2\n", - "MQ8_LPG = LPG_Predicted" - ] - }, - { - "cell_type": "code", - "execution_count": 12, - "metadata": {}, - "outputs": [], - "source": [ - "#Model and train CH4\n", - "dataset2TrainCH4 = dfMQ8_CH4.copy()\n", - "dataset2TrainCH4.dropna(inplace=True)\n", - "X_trainCH4 = dataset2TrainCH4.RsRo.apply(lambda x: [x]).tolist()\n", - "y_trainCH4 = dataset2TrainCH4['CH4'].tolist()\n", - "model = linear_model.Lasso(alpha=0.1)\n", - "model.fit(X_trainCH4, y_trainCH4)\n", - "#Predict\n", - "CH4_Predicted = model.predict(X_Predict)\n", - "#save into MQ2\n", - "MQ8_CH4 = CH4_Predicted" - ] - }, - { - "cell_type": "code", - "execution_count": 13, - "metadata": {}, - "outputs": [], - "source": [ - "#Model and train CO\n", - "dataset2TrainCO = dfMQ8_CO.copy()\n", - "dataset2TrainCO.dropna(inplace=True)\n", - "X_trainCO = dataset2TrainCO.RsRo.apply(lambda x: [x]).tolist()\n", - "y_trainCO = dataset2TrainCO['CO'].tolist()\n", - "model = linear_model.Lasso(alpha=0.1)\n", - "model.fit(X_trainCO, y_trainCO)\n", - "#Predict\n", - "CO_Predicted = model.predict(X_Predict)\n", - "#save into MQ2\n", - "MQ8_CO = CO_Predicted" - ] - }, - { - "cell_type": "code", - "execution_count": 14, - "metadata": {}, - "outputs": [], - "source": [ - "#Model and train Alcohol\n", - "dataset2TrainAlcohol = dfMQ8_Alcohol.copy()\n", - "dataset2TrainAlcohol.dropna(inplace=True)\n", - "X_trainAlcohol = dataset2TrainAlcohol.RsRo.apply(lambda x: [x]).tolist()\n", - "y_trainAlcohol = dataset2TrainAlcohol['Alcohol'].tolist()\n", - "model = linear_model.Lasso(alpha=0.1)\n", - "model.fit(X_trainAlcohol, y_trainAlcohol)\n", - "#Predict\n", - "Alcohol_Predicted = model.predict(X_Predict)\n", - "#save into MQ2\n", - "MQ8_Alcohol = Alcohol_Predicted" - ] - }, - { - "cell_type": "code", - "execution_count": 15, - "metadata": {}, - "outputs": [ - { - "data": { - "image/svg+xml": [ - "\r\n", - "\r\n", - "\r\n", - "\r\n", - " \r\n", - " \r\n", - " \r\n", - 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      " - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "%config InlineBackend.figure_formats = ['svg']\n", - "%matplotlib inline\n", - "import matplotlib.pyplot as plt\n", - "import matplotlib.lines as mlines\n", - "import matplotlib.transforms as mtransforms\n", - "\n", - "fig, ax = plt.subplots()\n", - "\n", - "fig.set_size_inches(9, 5.5, forward=True)\n", - "fig.set_dpi(200)\n", - "\n", - "# only these two lines are calibration curves\n", - "plt.plot(MQ8_H2, x_MQ8, marker='o', linewidth=1, label='H2')\n", - "plt.plot(MQ8_LPG, x_MQ8, marker='o', linewidth=1, label='LPG')\n", - "plt.plot(MQ8_CH4, x_MQ8, marker='o', linewidth=1, label='CH4')\n", - "plt.plot(MQ8_CO, x_MQ8, marker='o', linewidth=1, label='CO')\n", - "plt.plot(MQ8_Alcohol, x_MQ8, marker='o', linewidth=1, label='Alcohol')\n", - "\n", - "\n", - "# reference line, legends, and axis labels\n", - "#line = mlines.Line2D([0, 1], [0, 1], color='black')\n", - "#transform = ax.transAxes\n", - "#line.set_transform(transform)\n", - "#ax.add_line(line)\n", - "plt.yscale('log')\n", - "plt.xscale('log')\n", - "plt.legend()\n", - "\n", - "plt.grid(b=True, which='minor', color='lightgrey', linestyle='--')\n", - "\n", - "fig.suptitle('Calibration plot for MQ-8 data')\n", - "ax.set_xlabel('PPM Concentration')\n", - "ax.set_ylabel('Rs/Ro')\n", - "\n", - "\n", - "#Save image\n", - "plt.savefig('MQ8.svg', format = 'svg', dpi = 1200)\n", - "plt.savefig('MQ8.png')\n", - "plt.savefig('MQ8.eps', format = 'eps', dpi = 1200)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.7.3" - } - }, - "nbformat": 4, - "nbformat_minor": 2 -} diff --git a/Internal_design_documents/Experiments/.ipynb_checkpoints/MQ9_Regression -checkpoint.ipynb b/Internal_design_documents/Experiments/.ipynb_checkpoints/MQ9_Regression -checkpoint.ipynb deleted file mode 100644 index 0eeca8b..0000000 --- a/Internal_design_documents/Experiments/.ipynb_checkpoints/MQ9_Regression -checkpoint.ipynb +++ /dev/null @@ -1,1632 +0,0 @@ -{ - "cells": [ - { - "cell_type": "code", - "execution_count": 3, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Requirement already satisfied: pandas in c:\\programdata\\anaconda3\\lib\\site-packages (0.24.2)\n", - "Requirement already satisfied: pytz>=2011k in c:\\programdata\\anaconda3\\lib\\site-packages (from pandas) (2018.9)\n", - "Requirement already satisfied: python-dateutil>=2.5.0 in c:\\programdata\\anaconda3\\lib\\site-packages (from pandas) (2.8.0)\n", - "Requirement already satisfied: numpy>=1.12.0 in c:\\programdata\\anaconda3\\lib\\site-packages (from pandas) (1.16.2)\n", - "Requirement already satisfied: six>=1.5 in c:\\programdata\\anaconda3\\lib\\site-packages (from python-dateutil>=2.5.0->pandas) (1.12.0)\n", - "Requirement already satisfied: xlrd in c:\\programdata\\anaconda3\\lib\\site-packages (1.2.0)\n", - "Requirement already satisfied: sklearn in c:\\programdata\\anaconda3\\lib\\site-packages (0.0)\n", - "Requirement already satisfied: scikit-learn in c:\\programdata\\anaconda3\\lib\\site-packages (from sklearn) (0.21.2)\n", - "Requirement already satisfied: scipy>=0.17.0 in c:\\programdata\\anaconda3\\lib\\site-packages (from scikit-learn->sklearn) (1.2.1)\n", - "Requirement already satisfied: joblib>=0.11 in c:\\programdata\\anaconda3\\lib\\site-packages (from scikit-learn->sklearn) (0.13.2)\n", - "Requirement already satisfied: numpy>=1.11.0 in c:\\programdata\\anaconda3\\lib\\site-packages (from scikit-learn->sklearn) (1.16.2)\n", - "Requirement already satisfied: imblearn in c:\\programdata\\anaconda3\\lib\\site-packages (0.0)\n", - "Requirement already satisfied: imbalanced-learn in c:\\programdata\\anaconda3\\lib\\site-packages (from imblearn) (0.5.0)\n", - "Requirement already satisfied: joblib>=0.11 in c:\\programdata\\anaconda3\\lib\\site-packages (from imbalanced-learn->imblearn) (0.13.2)\n", - "Requirement already satisfied: scipy>=0.17 in c:\\programdata\\anaconda3\\lib\\site-packages (from imbalanced-learn->imblearn) (1.2.1)\n", - "Requirement already satisfied: numpy>=1.11 in c:\\programdata\\anaconda3\\lib\\site-packages (from imbalanced-learn->imblearn) (1.16.2)\n", - "Requirement already satisfied: scikit-learn>=0.21 in c:\\programdata\\anaconda3\\lib\\site-packages (from imbalanced-learn->imblearn) (0.21.2)\n" - ] - } - ], - "source": [ - "!pip install pandas\n", - "!pip install xlrd\n", - "!pip install sklearn\n", - "!pip install imblearn" - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "metadata": {}, - "outputs": [], - "source": [ - "import xlrd\n", - "book = xlrd.open_workbook(\"Datasheets info.xlsx\")\n", - "sheetMQ2 = book.sheet_by_name(\"MQ2 - Pololulu\")\n", - "sheetMQ3 = book.sheet_by_name(\"MQ3 - Sparkfun\")\n", - "sheetMQ4 = book.sheet_by_name(\"MQ4 - Sparkfun\")\n", - "sheetMQ5 = book.sheet_by_name(\"MQ5 - Sparkfun\")\n", - "sheetMQ6 = book.sheet_by_name(\"MQ6 - Sparkfun\")\n", - "sheetMQ7 = book.sheet_by_name(\"MQ7 - Sparkfun\")\n", - "sheetMQ8 = book.sheet_by_name(\"MQ8 - Sparkfun\")\n", - "sheetMQ9 = book.sheet_by_name(\"MQ9 - Haoyuelectronics\")\n", - "sheetMQ131 = book.sheet_by_name(\"MQ131- Sensorsportal\")\n", - "sheetMQ135 = book.sheet_by_name(\"MQ135 - HANWEI\")\n", - "sheetMQ303A = book.sheet_by_name(\"MQ303A - HANWEI\")\n", - "sheetMQ309A = book.sheet_by_name(\"MQ309A - HANWEI\")" - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "0.1 \t \t \t \n", - "0.2 \t \t \t \n", - "0.3 \t \t \t \n", - "0.4 \t \t \t \n", - "0.5 \t \t \t \n", - "0.6 \t 3000.0 \t \t \n", - "0.7 \t \t \t 1000.0\n", - "0.8 \t \t 1000.0 \t \n", - "0.9 \t \t 800.0 \t 5000.0\n", - "1.0 \t 1000.0 \t \t \n", - "2.0 \t 200.0 \t 200.0 \t \n", - "3.0 \t \t \t 200.0\n", - "4.0 \t \t \t \n", - "5.0 \t \t \t \n", - "6.0 \t \t \t \n", - "7.0 \t \t \t \n", - "8.0 \t \t \t \n", - "9.0 \t \t \t \n", - "10.0 \t \t \t \n" - ] - } - ], - "source": [ - "for row_index in range(1,20): #reading first columns\n", - " RsR0, LPG, CO, CH4 = sheetMQ9.row_values(row_index, start_colx=0, end_colx=4)\n", - " print(RsR0, \"\t\", LPG, \"\t\", CO, \"\t\", CH4)\n", - " " - ] - }, - { - "cell_type": "code", - "execution_count": 11, - "metadata": {}, - "outputs": [], - "source": [ - "x_MQ9 = sheetMQ9.col_values(0)[2:]\n", - "MQ9_LPG = sheetMQ9.col_values(1)[2:]\n", - "MQ9_CO = sheetMQ9.col_values(2)[2:]\n", - "MQ9_CH4 = sheetMQ9.col_values(3)[2:]" - ] - }, - { - "cell_type": "code", - "execution_count": 12, - "metadata": {}, - "outputs": [], - "source": [ - "def zero_to_nan(values):\n", - " \"\"\"Replace every 0 with 'nan' and return a copy.\"\"\"\n", - " return [float('nan') if x==0 else x for x in values]" - ] - }, - { - "cell_type": "code", - "execution_count": 13, - "metadata": {}, - "outputs": [], - "source": [ - "MQ9_LPG =zero_to_nan(MQ9_LPG)\n", - "MQ9_CH4 =zero_to_nan(MQ9_CH4)\n", - "MQ9_CO =zero_to_nan(MQ9_CO)" - ] - }, - { - "cell_type": "code", - "execution_count": 14, - "metadata": { - "scrolled": false - }, - "outputs": [], - "source": [ - "import pandas as pd\n", - "import numpy as np\n", - "from sklearn.datasets import load_iris\n", - "#from sklearn.cross_validation import train_test_split\n", - "from sklearn.tree import DecisionTreeClassifier\n", - "from sklearn import datasets\n", - "from sklearn import linear_model\n", - "\n", - "dataLPG = {'RsRo': x_MQ9, 'LPG': MQ9_LPG}\n", - "dataCH4 = {'RsRo': x_MQ9, 'CH4': MQ9_CH4}\n", - "dataCO = {'RsRo': x_MQ9, 'CO': MQ9_CO}\n", - "\n", - "dfMQ9_LPG = pd.DataFrame(dataLPG)\n", - "dfMQ9_CH4 = pd.DataFrame(dataCH4)\n", - "dfMQ9_CO = pd.DataFrame(dataCO)\n", - "\n", - "dfMQ9_LPG['LPG'] = pd.to_numeric(dfMQ9_LPG['LPG'])\n", - "dfMQ9_CH4['CH4'] = pd.to_numeric(dfMQ9_CH4['CH4'])\n", - "dfMQ9_CO['CO'] = pd.to_numeric(dfMQ9_CO['CO'])\n", - "\n", - "dfMQ9_LPG['LPG'] = dfMQ9_LPG['LPG'].replace('',None, regex=True)\n", - "dfMQ9_CH4['CH4'] = dfMQ9_CH4['CH4'].replace('',None, regex=True)\n", - "dfMQ9_CO['CO'] = dfMQ9_CO['CO'].replace('',None, regex=True)\n", - "\n", - "#Global X_Predict variable\n", - "X_Predict = dfMQ9_LPG.RsRo.apply(lambda x: [x]).tolist()" - ] - }, - { - "cell_type": "code", - "execution_count": 15, - "metadata": {}, - "outputs": [], - "source": [ - "#Model and train LPG\n", - "dataset2TrainLPG = dfMQ9_LPG.copy()\n", - "dataset2TrainLPG.dropna(inplace=True)\n", - "X_trainLPG = dataset2TrainLPG.RsRo.apply(lambda x: [x]).tolist()\n", - "y_trainLPG = dataset2TrainLPG['LPG'].tolist()\n", - "model = linear_model.Lasso(alpha=0.1)\n", - "model.fit(X_trainLPG, y_trainLPG)\n", - "#Predict\n", - "LPG_Predicted = model.predict(X_Predict)\n", - "#save into MQ2\n", - "MQ9_LPG = LPG_Predicted" - ] - }, - { - "cell_type": "code", - "execution_count": 16, - "metadata": {}, - "outputs": [], - "source": [ - "#Model and train CH4\n", - "dataset2TrainCH4 = dfMQ9_CH4.copy()\n", - "dataset2TrainCH4.dropna(inplace=True)\n", - "X_trainCH4 = dataset2TrainCH4.RsRo.apply(lambda x: [x]).tolist()\n", - "y_trainCH4 = dataset2TrainCH4['CH4'].tolist()\n", - "model = linear_model.Lasso(alpha=0.1)\n", - "model.fit(X_trainCH4, y_trainCH4)\n", - "#Predict\n", - "CH4_Predicted = model.predict(X_Predict)\n", - "#save into MQ2\n", - "MQ9_CH4 = CH4_Predicted" - ] - }, - { - "cell_type": "code", - "execution_count": 17, - "metadata": {}, - "outputs": [], - "source": [ - "#Model and train CO\n", - "dataset2TrainCO = dfMQ9_CO.copy()\n", - "dataset2TrainCO.dropna(inplace=True)\n", - "X_trainCO = dataset2TrainCO.RsRo.apply(lambda x: [x]).tolist()\n", - "y_trainCO = dataset2TrainCO['CO'].tolist()\n", - "model = linear_model.Lasso(alpha=0.1)\n", - "model.fit(X_trainCO, y_trainCO)\n", - "#Predict\n", - "CO_Predicted = model.predict(X_Predict)\n", - "#save into MQ2\n", - "MQ9_CO = CO_Predicted" - ] - }, - { - "cell_type": "code", - "execution_count": 18, - 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      " - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "%config InlineBackend.figure_formats = ['svg']\n", - "%matplotlib inline\n", - "import matplotlib.pyplot as plt\n", - "import matplotlib.lines as mlines\n", - "import matplotlib.transforms as mtransforms\n", - "\n", - "fig, ax = plt.subplots()\n", - "\n", - "fig.set_size_inches(9, 5.5, forward=True)\n", - "fig.set_dpi(200)\n", - "\n", - "# only these two lines are calibration curves\n", - "plt.plot(MQ9_LPG, x_MQ9, marker='o', linewidth=1, label='LPG')\n", - "plt.plot(MQ9_CH4, x_MQ9, marker='o', linewidth=1, label='CH4')\n", - "plt.plot(MQ9_CO, x_MQ9, marker='o', linewidth=1, label='CO')\n", - "\n", - "\n", - "# reference line, legends, and axis labels\n", - "#line = mlines.Line2D([0, 1], [0, 1], color='black')\n", - "#transform = ax.transAxes\n", - "#line.set_transform(transform)\n", - "#ax.add_line(line)\n", - "plt.yscale('log')\n", - "plt.xscale('log')\n", - "plt.legend()\n", - "\n", - "plt.grid(b=True, which='minor', color='lightgrey', linestyle='--')\n", - "\n", - "fig.suptitle('Calibration plot for MQ-9 data')\n", - "ax.set_xlabel('PPM Concentration')\n", - "ax.set_ylabel('Rs/Ro')\n", - "\n", - "\n", - "#Save image\n", - "plt.savefig('MQ9.svg', format = 'svg', dpi = 1200)\n", - "plt.savefig('MQ9.png')\n", - "plt.savefig('MQ9.eps', format = 'eps', dpi = 1200)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.7.3" - } - }, - "nbformat": 4, - "nbformat_minor": 2 -} diff --git 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      " - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "%config InlineBackend.figure_formats = ['svg']\n", - "%matplotlib inline\n", - "import matplotlib.pyplot as plt\n", - "import matplotlib.lines as mlines\n", - "import matplotlib.transforms as mtransforms\n", - "\n", - "fig, ax = plt.subplots()\n", - "\n", - "fig.set_size_inches(18.5, 10.5, forward=True)\n", - "fig.set_dpi(200)\n", - "\n", - "# only these two lines are calibration curves\n", - "plt.plot(x,MQ2_R0, marker='o', linewidth=1, label='MQ2')\n", - "plt.plot(x, MQ3_R0, marker='o', linewidth=1, label='MQ3')\n", - "plt.plot(x, MQ4_R0, marker='o', linewidth=1, label='MQ4')\n", - "plt.plot(x, MQ5_R0, marker='o', linewidth=1, label='MQ5')\n", - "plt.plot(x, MQ6_R0, marker='o', linewidth=1, label='MQ6')\n", - "plt.plot(x, MQ7_R0, marker='o', linewidth=1, label='MQ7')\n", - "plt.plot(x, MQ8_R0, marker='o', linewidth=1, label='MQ8')\n", - "plt.plot(x, MQ9_R0, marker='o', linewidth=1, label='MQ9')\n", - "\n", - "# reference line, legends, and axis labels\n", - "#line = mlines.Line2D([0, 1], [0, 1], color='black')\n", - "#transform = ax.transAxes\n", - "#line.set_transform(transform)\n", - "#ax.add_line(line)\n", - "fig.suptitle('Calibration plot for MQ data')\n", - "ax.set_xlabel('Samples')\n", - "ax.set_ylabel('R0 (Kohms)')\n", - "plt.legend()\n", - "plt.savefig('demo1.svg')\n", - "plt.show()" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "\n" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "scrolled": true - }, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.7.3" - } - }, - "nbformat": 4, - "nbformat_minor": 2 -} diff --git a/Internal_design_documents/Experiments/Experimento 3 - 1 de Junio.xlsx b/Internal_design_documents/Experiments/Experimento 3 - 1 de Junio.xlsx deleted file mode 100644 index edc388dd67f62ed6c07a4b06d069d0f6df3cd995..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 31369 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All Rights Reserved. Copyright (c) 2006 by Tavmjong Bah. All Rights Reserved. DejaVu changes are in public domain -%%Creator: Converted from TrueType to type 3 by PPR -25 dict begin -/_d{bind def}bind def -/_m{moveto}_d -/_l{lineto}_d -/_cl{closepath eofill}_d -/_c{curveto}_d -/_sc{7 -1 roll{setcachedevice}{pop pop pop pop pop pop}ifelse}_d -/_e{exec}_d -/FontName /DejaVuSans def -/PaintType 0 def -/FontMatrix[.001 0 0 .001 0 0]def -/FontBBox[-1021 -463 1793 1232]def -/FontType 3 def -/Encoding [ /space /hyphen /slash /zero /one /two /three /C /L /M /N /O /P /Q /R /a /b /c /d /e /f /i /l /n /o /p /r /s /t /x ] def -/FontInfo 10 dict dup begin -/FamilyName (DejaVu Sans) def -/FullName (DejaVu Sans) def -/Notice (Copyright (c) 2003 by Bitstream, Inc. All Rights Reserved. Copyright (c) 2006 by Tavmjong Bah. All Rights Reserved. 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a/Internal_design_documents/Experiments/MQ131_Regression.ipynb +++ /dev/null @@ -1,1705 +0,0 @@ -{ - "cells": [ - { - "cell_type": "code", - "execution_count": 3, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Requirement already satisfied: pandas in c:\\programdata\\anaconda3\\lib\\site-packages (0.24.2)\n", - "Requirement already satisfied: pytz>=2011k in c:\\programdata\\anaconda3\\lib\\site-packages (from pandas) (2018.9)\n", - "Requirement already satisfied: python-dateutil>=2.5.0 in c:\\programdata\\anaconda3\\lib\\site-packages (from pandas) (2.8.0)\n", - "Requirement already satisfied: numpy>=1.12.0 in c:\\programdata\\anaconda3\\lib\\site-packages (from pandas) (1.16.2)\n", - "Requirement already satisfied: six>=1.5 in c:\\programdata\\anaconda3\\lib\\site-packages (from python-dateutil>=2.5.0->pandas) (1.12.0)\n", - "Requirement already satisfied: xlrd in c:\\programdata\\anaconda3\\lib\\site-packages (1.2.0)\n", - "Requirement already satisfied: sklearn in c:\\programdata\\anaconda3\\lib\\site-packages (0.0)\n", - "Requirement already satisfied: scikit-learn in c:\\programdata\\anaconda3\\lib\\site-packages (from sklearn) (0.21.2)\n", - "Requirement already satisfied: scipy>=0.17.0 in c:\\programdata\\anaconda3\\lib\\site-packages (from scikit-learn->sklearn) (1.2.1)\n", - "Requirement already satisfied: joblib>=0.11 in c:\\programdata\\anaconda3\\lib\\site-packages (from scikit-learn->sklearn) (0.13.2)\n", - "Requirement already satisfied: numpy>=1.11.0 in c:\\programdata\\anaconda3\\lib\\site-packages (from scikit-learn->sklearn) (1.16.2)\n", - "Requirement already satisfied: imblearn in c:\\programdata\\anaconda3\\lib\\site-packages (0.0)\n", - "Requirement already satisfied: imbalanced-learn in c:\\programdata\\anaconda3\\lib\\site-packages (from imblearn) (0.5.0)\n", - "Requirement already satisfied: joblib>=0.11 in c:\\programdata\\anaconda3\\lib\\site-packages (from imbalanced-learn->imblearn) (0.13.2)\n", - "Requirement already satisfied: scipy>=0.17 in c:\\programdata\\anaconda3\\lib\\site-packages (from imbalanced-learn->imblearn) (1.2.1)\n", - "Requirement already satisfied: numpy>=1.11 in c:\\programdata\\anaconda3\\lib\\site-packages (from imbalanced-learn->imblearn) (1.16.2)\n", - "Requirement already satisfied: scikit-learn>=0.21 in c:\\programdata\\anaconda3\\lib\\site-packages (from imbalanced-learn->imblearn) (0.21.2)\n" - ] - } - ], - "source": [ - "!pip install pandas\n", - "!pip install xlrd\n", - "!pip install sklearn\n", - "!pip install imblearn" - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "metadata": {}, - "outputs": [], - "source": [ - "import xlrd\n", - "book = xlrd.open_workbook(\"Datasheets info.xlsx\")\n", - "sheetMQ2 = book.sheet_by_name(\"MQ2 - Pololulu\")\n", - "sheetMQ3 = book.sheet_by_name(\"MQ3 - Sparkfun\")\n", - "sheetMQ4 = book.sheet_by_name(\"MQ4 - Sparkfun\")\n", - "sheetMQ5 = book.sheet_by_name(\"MQ5 - Sparkfun\")\n", - "sheetMQ6 = book.sheet_by_name(\"MQ6 - Sparkfun\")\n", - "sheetMQ7 = book.sheet_by_name(\"MQ7 - Sparkfun\")\n", - "sheetMQ8 = book.sheet_by_name(\"MQ8 - Sparkfun\")\n", - "sheetMQ9 = book.sheet_by_name(\"MQ9 - Haoyuelectronics\")\n", - "sheetMQ131 = book.sheet_by_name(\"MQ131- Sensorsportal\")\n", - "sheetMQ135 = book.sheet_by_name(\"MQ135 - HANWEI\")\n", - "sheetMQ303A = book.sheet_by_name(\"MQ303A - HANWEI\")\n", - "sheetMQ309A = book.sheet_by_name(\"MQ309A - HANWEI\")" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "0.1 \t \t \t \n", - "0.2 \t \t \t \n", - "0.3 \t \t \t \n", - "0.4 \t \t \t \n", - "0.5 \t \t \t 100.0\n", - "0.6 \t \t \t \n", - "0.7 \t \t \t \n", - "0.8 \t \t \t \n", - "0.9 \t \t \t \n", - "1.0 \t \t 50.0 \t \n", - "2.0 \t \t \t 20.0\n", - "3.0 \t 100.0 \t \t \n", - "4.0 \t \t \t \n", - "5.0 \t \t \t \n", - "6.0 \t \t 10.0 \t 5.0\n", - "7.0 \t 10.0 \t \t \n", - "8.0 \t \t 5.0 \t \n", - "9.0 \t 5.0 \t \t \n", - "10.0 \t \t \t \n" - ] - } - ], - "source": [ - "for row_index in range(1,20): #reading first columns\n", - " RsR0, Nox, CL2, O3 = sheetMQ131.row_values(row_index, start_colx=0, end_colx=4)\n", - " print(RsR0, \"\t\", Nox, \"\t\", CL2, \"\t\", O3)\n", - " " - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": {}, - "outputs": [], - "source": [ - "x_MQ131 = sheetMQ131.col_values(0)[2:]\n", - "MQ131_Nox = sheetMQ131.col_values(1)[2:]\n", - "MQ131_CL2 = sheetMQ131.col_values(2)[2:]\n", - "MQ131_O3 = sheetMQ131.col_values(3)[2:]" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": {}, - "outputs": [], - "source": [ - "def zero_to_nan(values):\n", - " \"\"\"Replace every 0 with 'nan' and return a copy.\"\"\"\n", - " return [float('nan') if x==0 else x for x in values]" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "metadata": {}, - "outputs": [], - "source": [ - "MQ131_Nox =zero_to_nan(MQ131_Nox)\n", - "MQ131_CL2 =zero_to_nan(MQ131_CL2)\n", - "MQ131_O3 =zero_to_nan(MQ131_O3)" - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "metadata": { - "scrolled": false - }, - "outputs": [], - "source": [ - "import pandas as pd\n", - "import numpy as np\n", - "from sklearn.datasets import load_iris\n", - "#from sklearn.cross_validation import train_test_split\n", - "from sklearn.tree import DecisionTreeClassifier\n", - "from sklearn import datasets\n", - "from sklearn import linear_model\n", - "\n", - "dataNox = {'RsRo': x_MQ131, 'Nox': MQ131_Nox}\n", - "dataCL2 = {'RsRo': x_MQ131, 'CL2': MQ131_CL2}\n", - "dataO3 = {'RsRo': x_MQ131, 'O3': MQ131_O3}\n", - "\n", - "dfMQ131_Nox = pd.DataFrame(dataNox)\n", - "dfMQ131_CL2 = pd.DataFrame(dataCL2)\n", - "dfMQ131_O3 = pd.DataFrame(dataO3)\n", - "\n", - "dfMQ131_Nox['Nox'] = pd.to_numeric(dfMQ131_Nox['Nox'])\n", - "dfMQ131_CL2['CL2'] = pd.to_numeric(dfMQ131_CL2['CL2'])\n", - "dfMQ131_O3['O3'] = pd.to_numeric(dfMQ131_O3['O3'])\n", - "\n", - "dfMQ131_Nox['Nox'] = dfMQ131_Nox['Nox'].replace('',None, regex=True)\n", - "dfMQ131_CL2['CL2'] = dfMQ131_CL2['CL2'].replace('',None, regex=True)\n", - "dfMQ131_O3['O3'] = dfMQ131_O3['O3'].replace('',None, regex=True)\n", - "\n", - "#Global X_Predict variable\n", - "X_Predict = dfMQ131_Nox.RsRo.apply(lambda x: [x]).tolist()" - ] - }, - { - "cell_type": "code", - "execution_count": 11, - "metadata": {}, - "outputs": [], - "source": [ - "#Model and train Nox\n", - "dataset2TrainNox = dfMQ131_Nox.copy()\n", - "dataset2TrainNox.dropna(inplace=True)\n", - "X_trainNox = dataset2TrainNox.RsRo.apply(lambda x: [x]).tolist()\n", - "y_trainNox = dataset2TrainNox['Nox'].tolist()\n", - "model = linear_model.Lasso(alpha=0.1)\n", - "model.fit(X_trainNox, y_trainNox)\n", - "#Predict\n", - "Nox_Predicted = model.predict(X_Predict)\n", - "#save into MQ2\n", - "MQ131_Nox = Nox_Predicted" - ] - }, - { - "cell_type": "code", - "execution_count": 12, - "metadata": {}, - "outputs": [], - "source": [ - "#Model and train CL2\n", - "dataset2TrainCL2 = dfMQ131_CL2.copy()\n", - "dataset2TrainCL2.dropna(inplace=True)\n", - "X_trainCL2 = dataset2TrainCL2.RsRo.apply(lambda x: [x]).tolist()\n", - "y_trainCL2 = dataset2TrainCL2['CL2'].tolist()\n", - "model = linear_model.Lasso(alpha=0.1)\n", - "model.fit(X_trainCL2, y_trainCL2)\n", - "#Predict\n", - "CL2_Predicted = model.predict(X_Predict)\n", - "#save into MQ2\n", - "MQ131_CL2 = CL2_Predicted" - ] - }, - { - "cell_type": "code", - "execution_count": 13, - "metadata": {}, - "outputs": [], - "source": [ - "#Model and train O3\n", - "dataset2TrainO3 = dfMQ131_O3.copy()\n", - "dataset2TrainO3.dropna(inplace=True)\n", - "X_trainO3 = dataset2TrainO3.RsRo.apply(lambda x: [x]).tolist()\n", - "y_trainO3 = dataset2TrainO3['O3'].tolist()\n", - "model = linear_model.Lasso(alpha=0.1)\n", - "model.fit(X_trainO3, y_trainO3)\n", - "#Predict\n", - "O3_Predicted = model.predict(X_Predict)\n", - "#save into MQ2\n", - "MQ131_O3 = O3_Predicted" - ] - }, - { - "cell_type": "code", - "execution_count": 14, - "metadata": {}, - "outputs": [ - { - "data": { - "image/svg+xml": [ - "\r\n", - "\r\n", - "\r\n", - "\r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " 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      " - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "%config InlineBackend.figure_formats = ['svg']\n", - "%matplotlib inline\n", - "import matplotlib.pyplot as plt\n", - "import matplotlib.lines as mlines\n", - "import matplotlib.transforms as mtransforms\n", - "\n", - "fig, ax = plt.subplots()\n", - "\n", - "fig.set_size_inches(9, 5.5, forward=True)\n", - "fig.set_dpi(200)\n", - "\n", - "# only these two lines are calibration curves\n", - "plt.plot(MQ131_Nox, x_MQ131, marker='o', linewidth=1, label='Nox')\n", - "plt.plot(MQ131_CL2, x_MQ131, marker='o', linewidth=1, label='CL2')\n", - "plt.plot(MQ131_O3, x_MQ131, marker='o', linewidth=1, label='O3')\n", - "\n", - "\n", - "# reference line, legends, and axis labels\n", - "#line = mlines.Line2D([0, 1], [0, 1], color='black')\n", - "#transform = ax.transAxes\n", - "#line.set_transform(transform)\n", - "#ax.add_line(line)\n", - "plt.yscale('log')\n", - "plt.xscale('log')\n", - "plt.legend()\n", - "\n", - "plt.grid(b=True, which='minor', color='lightgrey', linestyle='--')\n", - "\n", - "fig.suptitle('Calibration plot for MQ-131 data')\n", - "ax.set_xlabel('PPM Concentration')\n", - "ax.set_ylabel('Rs/Ro')\n", - "\n", - "\n", - "#Save image\n", - "plt.savefig('MQ131.svg', format = 'svg', dpi = 1200)\n", - "plt.savefig('MQ131.png')\n", - "plt.savefig('MQ131.eps', format = 'eps', dpi = 1200)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.7.3" - } - }, - "nbformat": 4, - "nbformat_minor": 2 -} diff --git a/Internal_design_documents/Experiments/MQ135.eps b/Internal_design_documents/Experiments/MQ135.eps deleted file mode 100644 index 0e61295..0000000 --- a/Internal_design_documents/Experiments/MQ135.eps +++ /dev/null @@ -1,2760 +0,0 @@ -%!PS-Adobe-3.0 EPSF-3.0 -%%Title: MQ135.eps -%%Creator: matplotlib version 3.0.3, http://matplotlib.org/ -%%CreationDate: Wed Jul 3 21:40:37 2019 -%%Orientation: portrait -%%BoundingBox: -18 198 630 594 -%%EndComments -%%BeginProlog -/mpldict 8 dict def -mpldict begin -/m { moveto } bind def -/l { lineto } bind def -/r { rlineto } bind def -/c { curveto } bind def -/cl { closepath } bind def -/box { -m -1 index 0 r -0 exch r -neg 0 r -cl -} bind def -/clipbox { -box -clip -newpath -} bind def -%!PS-Adobe-3.0 Resource-Font -%%Title: DejaVu Sans -%%Copyright: Copyright (c) 2003 by Bitstream, Inc. All Rights Reserved. Copyright (c) 2006 by Tavmjong Bah. All Rights Reserved. DejaVu changes are in public domain -%%Creator: Converted from TrueType to type 3 by PPR -25 dict begin -/_d{bind def}bind def -/_m{moveto}_d -/_l{lineto}_d -/_cl{closepath eofill}_d -/_c{curveto}_d -/_sc{7 -1 roll{setcachedevice}{pop pop pop pop pop pop}ifelse}_d -/_e{exec}_d -/FontName /DejaVuSans def -/PaintType 0 def -/FontMatrix[.001 0 0 .001 0 0]def -/FontBBox[-1021 -463 1793 1232]def -/FontType 3 def -/Encoding [ /space /hyphen /slash /zero /one /two /three /four /five /A /C /H /M /N /O /P /Q /R /T /a /b /c /d /e /f /h /i /l /n /o /p /r /s /t /u ] def -/FontInfo 10 dict dup begin -/FamilyName (DejaVu Sans) def -/FullName (DejaVu Sans) def -/Notice (Copyright (c) 2003 by Bitstream, Inc. All Rights Reserved. Copyright (c) 2006 by Tavmjong Bah. All Rights Reserved. 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      " - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "%config InlineBackend.figure_formats = ['svg']\n", - "%matplotlib inline\n", - "import matplotlib.pyplot as plt\n", - "import matplotlib.lines as mlines\n", - "import matplotlib.transforms as mtransforms\n", - "\n", - "fig, ax = plt.subplots()\n", - "\n", - "fig.set_size_inches(9, 5.5, forward=True)\n", - "fig.set_dpi(200)\n", - "\n", - "# only these two lines are calibration curves\n", - "plt.plot(MQ135_CO2, x_MQ135, marker='o', linewidth=1, label='CO2')\n", - "plt.plot(MQ135_CO, x_MQ135, marker='o', linewidth=1, label='CO')\n", - "plt.plot(MQ135_Alcohol, x_MQ135, marker='o', linewidth=1, label='Alcohol')\n", - "plt.plot(MQ135_NH4, x_MQ135, marker='o', linewidth=1, label='NH4')\n", - "plt.plot(MQ135_Tolueno, x_MQ135, marker='o', linewidth=1, label='Tolueno')\n", - "plt.plot(MQ135_Acetona, x_MQ135, marker='o', linewidth=1, label='Acetona')\n", - "\n", - "# reference line, legends, and axis labels\n", - "#line = mlines.Line2D([0, 1], [0, 1], color='black')\n", - "#transform = ax.transAxes\n", - "#line.set_transform(transform)\n", - "#ax.add_line(line)\n", - "plt.yscale('log')\n", - "plt.xscale('log')\n", - "plt.legend()\n", - "\n", - "plt.grid(b=True, which='minor', color='lightgrey', linestyle='--')\n", - "\n", - "fig.suptitle('Calibration plot for MQ-135 data')\n", - "ax.set_xlabel('PPM Concentration')\n", - "ax.set_ylabel('Rs/Ro')\n", - "\n", - "\n", - "#Save image\n", - "plt.savefig('MQ135.svg', format = 'svg', dpi = 1200)\n", - "plt.savefig('MQ135.png')\n", - "plt.savefig('MQ135.eps', format = 'eps', dpi = 1200)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.7.3" - } - }, - "nbformat": 4, - "nbformat_minor": 2 -} diff --git a/Internal_design_documents/Experiments/MQ2.eps b/Internal_design_documents/Experiments/MQ2.eps deleted file mode 100644 index e3041d9..0000000 --- a/Internal_design_documents/Experiments/MQ2.eps +++ /dev/null @@ -1,2749 +0,0 @@ -%!PS-Adobe-3.0 EPSF-3.0 -%%Title: MQ2.eps -%%Creator: matplotlib version 3.0.3, http://matplotlib.org/ -%%CreationDate: Mon Jul 1 21:45:42 2019 -%%Orientation: portrait -%%BoundingBox: -18 198 630 594 -%%EndComments -%%BeginProlog -/mpldict 8 dict def -mpldict begin -/m { moveto } bind def -/l { lineto } bind def -/r { rlineto } bind def -/c { curveto } bind def -/cl { closepath } bind def -/box { -m -1 index 0 r -0 exch r -neg 0 r -cl -} bind def -/clipbox { -box -clip -newpath -} bind def -%!PS-Adobe-3.0 Resource-Font -%%Title: DejaVu Sans -%%Copyright: Copyright (c) 2003 by Bitstream, Inc. All Rights Reserved. Copyright (c) 2006 by Tavmjong Bah. All Rights Reserved. DejaVu changes are in public domain -%%Creator: Converted from TrueType to type 3 by PPR -25 dict begin -/_d{bind def}bind def -/_m{moveto}_d -/_l{lineto}_d -/_cl{closepath eofill}_d -/_c{curveto}_d -/_sc{7 -1 roll{setcachedevice}{pop pop pop pop pop pop}ifelse}_d -/_e{exec}_d -/FontName /DejaVuSans def -/PaintType 0 def -/FontMatrix[.001 0 0 .001 0 0]def -/FontBBox[-1021 -463 1793 1232]def -/FontType 3 def -/Encoding [ /space /hyphen /slash /zero /one /two /three /four /A /C /G /H /L /M /O /P /Q /R /a /b /c /d /e /f /h /i /l /n /o /p /r /s /t /minus ] def -/FontInfo 10 dict dup begin -/FamilyName (DejaVu Sans) def -/FullName (DejaVu Sans) def -/Notice (Copyright (c) 2003 by Bitstream, Inc. All Rights Reserved. Copyright (c) 2006 by Tavmjong Bah. All Rights Reserved. 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- - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - 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"!pip install pandas\n", - "!pip install xlrd\n", - "!pip install sklearn\n", - "!pip install imblearn" - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "metadata": {}, - "outputs": [], - "source": [ - "import xlrd\n", - "book = xlrd.open_workbook(\"Datasheets info.xlsx\")\n", - "sheetMQ2 = book.sheet_by_name(\"MQ2 - Pololulu\")\n", - "sheetMQ3 = book.sheet_by_name(\"MQ3 - Sparkfun\")\n", - "sheetMQ4 = book.sheet_by_name(\"MQ4 - Sparkfun\")\n", - "sheetMQ5 = book.sheet_by_name(\"MQ5 - Sparkfun\")\n", - "sheetMQ6 = book.sheet_by_name(\"MQ6 - Sparkfun\")\n", - "sheetMQ7 = book.sheet_by_name(\"MQ7 - Sparkfun\")\n", - "sheetMQ8 = book.sheet_by_name(\"MQ8 - Sparkfun\")\n", - "sheetMQ9 = book.sheet_by_name(\"MQ9 - Haoyuelectronics\")\n", - "sheetMQ131 = book.sheet_by_name(\"MQ131- Sensorsportal\")\n", - "sheetMQ135 = book.sheet_by_name(\"MQ135 - HANWEI\")\n", - "sheetMQ303A = book.sheet_by_name(\"MQ303A - HANWEI\")\n", - "sheetMQ309A = book.sheet_by_name(\"MQ309A - HANWEI\")" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "RS/R0 \t H2 \t LPG \t CH4 \t CO \t Alcohol \t Propane\n", - "0.1 \t \t \t \t \t \t \n", - "0.2 \t \t \t \t \t \t \n", - "0.3 \t \t \t \t \t \t \n", - "0.4 \t \t \t \t \t \t \n", - "0.5 \t \t \t \t \t \t \n", - "0.6 \t \t 2000.0 \t \t \t \t 2000.0\n", - "0.7 \t 2100.0 \t \t \t \t \t \n", - "0.8 \t \t 1000.0 \t \t \t \t 1000.0\n", - "0.9 \t \t 800.0 \t 5000.0 \t \t 5000.0 \t 800.0\n", - "1.0 \t 1000.0 \t \t \t \t \t \n", - "2.0 \t 201.0 \t \t 800.0 \t \t 500.0 \t \n", - "3.0 \t \t \t 200.0 \t 1000.0 \t 200.0 \t \n", - "4.0 \t \t \t \t 500.0 \t \t \n", - "5.0 \t \t \t \t 200.0 \t \t \n", - "6.0 \t \t \t \t \t \t \n", - "7.0 \t \t \t \t \t \t \n", - "8.0 \t \t \t \t \t \t \n", - "9.0 \t \t \t \t \t \t \n" - ] - } - ], - "source": [ - "for row_index in range(1,20): #reading first columns\n", - " RsR0, H2, LPG, CH4, CO, Alcohol, propane = sheetMQ2.row_values(row_index, start_colx=0, end_colx=7)\n", - " print(RsR0, \"\t\", H2, \"\t\", LPG, \"\t\", CH4, \"\t\", CO, \"\t\", Alcohol, \"\t\", propane)\n", - " " - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": {}, - "outputs": [], - "source": [ - "x_MQ2 = sheetMQ2.col_values(0)[2:]\n", - "MQ2_H2 = sheetMQ2.col_values(1)[2:]\n", - "MQ2_LPG = sheetMQ2.col_values(2)[2:]\n", - "MQ2_CH4 = sheetMQ2.col_values(3)[2:]\n", - "MQ2_CO = sheetMQ2.col_values(4)[2:]\n", - "MQ2_Alcohol = sheetMQ2.col_values(5)[2:]\n", - "MQ2_propane = sheetMQ2.col_values(6)[2:]" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": {}, - "outputs": [], - "source": [ - "def zero_to_nan(values):\n", - " \"\"\"Replace every 0 with 'nan' and return a copy.\"\"\"\n", - " return [float('nan') if x==0 else x for x in values]" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "metadata": {}, - "outputs": [], - "source": [ - "MQ2_H2 =zero_to_nan(MQ2_H2)\n", - "MQ2_LPG =zero_to_nan(MQ2_LPG)\n", - "MQ2_CH4 =zero_to_nan(MQ2_CH4)\n", - "MQ2_CO =zero_to_nan(MQ2_CO)\n", - "MQ2_Alcohol =zero_to_nan(MQ2_Alcohol)\n", - "MQ2_propane =zero_to_nan(MQ2_propane)" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "metadata": { - "scrolled": false - }, - "outputs": [], - "source": [ - "import pandas as pd\n", - "import numpy as np\n", - "from sklearn.datasets import load_iris\n", - "#from sklearn.cross_validation import train_test_split\n", - "from sklearn.tree import DecisionTreeClassifier\n", - "from sklearn import datasets\n", - "from sklearn import linear_model\n", - "\n", - "dataH2 = {'RsRo': x_MQ2, 'H2': MQ2_H2}\n", - "dataLPG = {'RsRo': x_MQ2, 'LPG': MQ2_LPG}\n", - "dataCH4 = {'RsRo': x_MQ2, 'CH4': MQ2_CH4}\n", - "dataCO = {'RsRo': x_MQ2, 'CO': MQ2_CO}\n", - "dataAlcohol = {'RsRo': x_MQ2, 'Alcohol': MQ2_Alcohol}\n", - "dataPropane = {'RsRo': x_MQ2, 'Propane': MQ2_propane}\n", - "\n", - "dfMQ2_H2 = pd.DataFrame(dataH2)\n", - "dfMQ2_LPG = pd.DataFrame(dataLPG)\n", - "dfMQ2_CH4 = pd.DataFrame(dataCH4)\n", - "dfMQ2_CO = pd.DataFrame(dataCO)\n", - "dfMQ2_Alcohol = pd.DataFrame(dataAlcohol)\n", - "dfMQ2_Propane = pd.DataFrame(dataPropane)\n", - "\n", - "dfMQ2_H2['H2'] = pd.to_numeric(dfMQ2_H2['H2'])\n", - "dfMQ2_LPG['LPG'] = pd.to_numeric(dfMQ2_LPG['LPG'])\n", - "dfMQ2_CH4['CH4'] = pd.to_numeric(dfMQ2_CH4['CH4'])\n", - "dfMQ2_CO['CO'] = pd.to_numeric(dfMQ2_CO['CO'])\n", - "dfMQ2_Alcohol['Alcohol'] = pd.to_numeric(dfMQ2_Alcohol['Alcohol'])\n", - "dfMQ2_Propane['Propane'] = pd.to_numeric(dfMQ2_Propane['Propane'])\n", - "\n", - "dfMQ2_H2['H2'] = dfMQ2_H2['H2'].replace('',None, regex=True)\n", - "dfMQ2_LPG['LPG'] = dfMQ2_LPG['LPG'].replace('',None, regex=True)\n", - "dfMQ2_CH4['CH4'] = dfMQ2_CH4['CH4'].replace('',None, regex=True)\n", - "dfMQ2_CO['CO'] = dfMQ2_CO['CO'].replace('',None, regex=True)\n", - "dfMQ2_Alcohol['Alcohol'] = dfMQ2_Alcohol['Alcohol'].replace('',None, regex=True)\n", - "dfMQ2_Propane['Propane'] = dfMQ2_Propane['Propane'].replace('',None, regex=True)\n", - "\n", - "#Global X_Predict variable\n", - "X_Predict = dfMQ2_H2.RsRo.apply(lambda x: [x]).tolist()" - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "metadata": {}, - "outputs": [], - "source": [ - "#Model and train\n", - "dataset2TrainH2 = dfMQ2_H2.copy()\n", - "dataset2TrainH2.dropna(inplace=True)\n", - "X_trainH2 = dataset2TrainH2.RsRo.apply(lambda x: [x]).tolist()\n", - "y_trainH2 = dataset2TrainH2['H2'].tolist()\n", - "model = linear_model.Lasso(alpha=0.1)\n", - "model.fit(X_trainH2, y_trainH2)\n", - "#Predict\n", - "H2_Predicted = model.predict(X_Predict)\n", - "#save into MQ2\n", - "MQ2_H2 = H2_Predicted" - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "metadata": {}, - "outputs": [], - "source": [ - "#Model and train\n", - "dataset2TrainLPG = dfMQ2_LPG.copy()\n", - "dataset2TrainLPG.dropna(inplace=True)\n", - "X_trainLPG = dataset2TrainLPG.RsRo.apply(lambda x: [x]).tolist()\n", - "y_trainLPG = dataset2TrainLPG['LPG'].tolist()\n", - "model = linear_model.Lasso(alpha=0.1)\n", - "model.fit(X_trainLPG, y_trainLPG)\n", - "#Predict\n", - "LPG_Predicted = model.predict(X_Predict)\n", - "#save into MQ2\n", - "MQ2_LPG = LPG_Predicted" - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "metadata": {}, - "outputs": [], - "source": [ - "#Model and train\n", - "dataset2TrainCH4 = dfMQ2_CH4.copy()\n", - "dataset2TrainCH4.dropna(inplace=True)\n", - "X_trainCH4 = dataset2TrainCH4.RsRo.apply(lambda x: [x]).tolist()\n", - "y_trainCH4 = dataset2TrainCH4['CH4'].tolist()\n", - "model = linear_model.Lasso(alpha=0.1)\n", - "model.fit(X_trainCH4, y_trainCH4)\n", - "#Predict\n", - "CH4_Predicted = model.predict(X_Predict)\n", - "#save into MQ2\n", - "MQ2_CH4 = CH4_Predicted" - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "metadata": {}, - "outputs": [], - "source": [ - "#Model and train\n", - "dataset2TrainCO = dfMQ2_CO.copy()\n", - "dataset2TrainCO.dropna(inplace=True)\n", - "X_trainCO = dataset2TrainCO.RsRo.apply(lambda x: [x]).tolist()\n", - "y_trainCO = dataset2TrainCO['CO'].tolist()\n", - "model = linear_model.Lasso(alpha=0.1)\n", - "model.fit(X_trainCO, y_trainCO)\n", - "#Predict\n", - "CO_Predicted = model.predict(X_Predict)\n", - "#save into MQ2\n", - "MQ2_CO = CO_Predicted" - ] - }, - { - "cell_type": "code", - "execution_count": 11, - "metadata": {}, - "outputs": [], - "source": [ - "#Model and train\n", - "dataset2TrainAlcohol = dfMQ2_Alcohol.copy()\n", - "dataset2TrainAlcohol.dropna(inplace=True)\n", - "X_trainAlcohol = dataset2TrainAlcohol.RsRo.apply(lambda x: [x]).tolist()\n", - "y_trainAlcohol = dataset2TrainAlcohol['Alcohol'].tolist()\n", - "model = linear_model.Lasso(alpha=0.1)\n", - "model.fit(X_trainAlcohol, y_trainAlcohol)\n", - "#Predict\n", - "Alcohol_Predicted = model.predict(X_Predict)\n", - "#save into MQ2\n", - "MQ2_Alcohol = Alcohol_Predicted" - ] - }, - { - "cell_type": "code", - "execution_count": 12, - "metadata": {}, - "outputs": [], - "source": [ - "#Model and train\n", - "dataset2TrainPropane = dfMQ2_Propane.copy()\n", - "dataset2TrainPropane.dropna(inplace=True)\n", - "X_trainPropane = dataset2TrainPropane.RsRo.apply(lambda x: [x]).tolist()\n", - "y_trainPropane = dataset2TrainPropane['Propane'].tolist()\n", - "model = linear_model.Lasso(alpha=0.1)\n", - "model.fit(X_trainPropane, y_trainPropane)\n", - "#Predict\n", - "Propane_Predicted = model.predict(X_Predict)\n", - "#save into MQ2\n", - "MQ2_propane = Propane_Predicted" - ] - }, - { - "cell_type": "code", - "execution_count": 13, - "metadata": {}, - "outputs": [ - { - "data": { - "image/svg+xml": [ - "\r\n", - "\r\n", - "\r\n", - "\r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " 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      " - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "%config InlineBackend.figure_formats = ['svg']\n", - "%matplotlib inline\n", - "import matplotlib.pyplot as plt\n", - "import matplotlib.lines as mlines\n", - "import matplotlib.transforms as mtransforms\n", - "\n", - "fig, ax = plt.subplots()\n", - "\n", - "fig.set_size_inches(9, 5.5, forward=True)\n", - "fig.set_dpi(200)\n", - "\n", - "# only these two lines are calibration curves\n", - "plt.plot(MQ2_H2, x_MQ2, marker='o', linewidth=1, label='H2')\n", - "plt.plot(MQ2_LPG, x_MQ2, marker='o', linewidth=1, label='LPG')\n", - "plt.plot(MQ2_CH4, x_MQ2, marker='o', linewidth=1, label='CH4')\n", - "plt.plot(MQ2_CO, x_MQ2, marker='o', linewidth=1, label='CO')\n", - "plt.plot(MQ2_Alcohol, x_MQ2, marker='o', linewidth=1, label='Alcohol')\n", - "plt.plot(MQ2_propane, x_MQ2, marker='o', linewidth=1, label='Propane')\n", - "\n", - "# reference line, legends, and axis labels\n", - "#line = mlines.Line2D([0, 1], [0, 1], color='black')\n", - "#transform = ax.transAxes\n", - "#line.set_transform(transform)\n", - "#ax.add_line(line)\n", - "plt.yscale('log')\n", - "plt.xscale('log')\n", - "plt.legend()\n", - "\n", - "plt.grid(b=True, which='minor', color='lightgrey', linestyle='--')\n", - "\n", - "fig.suptitle('Calibration plot for MQ-2 data')\n", - "ax.set_xlabel('PPM Concentration')\n", - "ax.set_ylabel('Rs/Ro')\n", - "\n", - "\n", - "#Save image\n", - "plt.savefig('MQ2.svg', format = 'svg', dpi = 1200)\n", - "plt.savefig('MQ2.png')\n", - "plt.savefig('MQ2.eps', format = 'eps', dpi = 1200)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.7.3" - } - }, - "nbformat": 4, - "nbformat_minor": 2 -} diff --git a/Internal_design_documents/Experiments/MQ3.eps b/Internal_design_documents/Experiments/MQ3.eps deleted file mode 100644 index f691d65..0000000 --- a/Internal_design_documents/Experiments/MQ3.eps +++ /dev/null @@ -1,3345 +0,0 @@ -%!PS-Adobe-3.0 EPSF-3.0 -%%Title: MQ3.eps -%%Creator: matplotlib version 3.0.3, http://matplotlib.org/ -%%CreationDate: Mon Jul 1 22:07:09 2019 -%%Orientation: portrait -%%BoundingBox: -18 198 630 594 -%%EndComments -%%BeginProlog -/mpldict 8 dict def -mpldict begin -/m { moveto } bind def -/l { lineto } bind def -/r { rlineto } bind def -/c { curveto } bind def -/cl { closepath } bind def -/box { -m -1 index 0 r -0 exch r -neg 0 r -cl -} bind def -/clipbox { -box -clip -newpath -} bind def -%!PS-Adobe-3.0 Resource-Font -%%Title: DejaVu Sans -%%Copyright: Copyright (c) 2003 by Bitstream, Inc. All Rights Reserved. Copyright (c) 2006 by Tavmjong Bah. All Rights Reserved. DejaVu changes are in public domain -%%Creator: Converted from TrueType to type 3 by PPR -25 dict begin -/_d{bind def}bind def -/_m{moveto}_d -/_l{lineto}_d -/_cl{closepath eofill}_d -/_c{curveto}_d -/_sc{7 -1 roll{setcachedevice}{pop pop pop pop pop pop}ifelse}_d -/_e{exec}_d -/FontName /DejaVuSans def -/PaintType 0 def -/FontMatrix[.001 0 0 .001 0 0]def -/FontBBox[-1021 -463 1793 1232]def -/FontType 3 def -/Encoding [ /space /hyphen /slash /zero /one /two /three /four /A /B /C /G /H /L /M /O /P /Q /R /a /b /c /d /e /f /h /i /l /n /o /p /r /s /t /x /z /minus ] def -/FontInfo 10 dict dup begin -/FamilyName (DejaVu Sans) def -/FullName (DejaVu Sans) def -/Notice (Copyright (c) 2003 by Bitstream, Inc. All Rights Reserved. Copyright (c) 2006 by Tavmjong Bah. All Rights Reserved. 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"Requirement already satisfied: pandas in c:\\programdata\\anaconda3\\lib\\site-packages (0.24.2)\n", - "Requirement already satisfied: pytz>=2011k in c:\\programdata\\anaconda3\\lib\\site-packages (from pandas) (2018.9)\n", - "Requirement already satisfied: python-dateutil>=2.5.0 in c:\\programdata\\anaconda3\\lib\\site-packages (from pandas) (2.8.0)\n", - "Requirement already satisfied: numpy>=1.12.0 in c:\\programdata\\anaconda3\\lib\\site-packages (from pandas) (1.16.2)\n", - "Requirement already satisfied: six>=1.5 in c:\\programdata\\anaconda3\\lib\\site-packages (from python-dateutil>=2.5.0->pandas) (1.12.0)\n", - "Requirement already satisfied: xlrd in c:\\programdata\\anaconda3\\lib\\site-packages (1.2.0)\n", - "Requirement already satisfied: sklearn in c:\\programdata\\anaconda3\\lib\\site-packages (0.0)\n", - "Requirement already satisfied: scikit-learn in c:\\programdata\\anaconda3\\lib\\site-packages (from sklearn) (0.21.2)\n", - "Requirement already satisfied: scipy>=0.17.0 in c:\\programdata\\anaconda3\\lib\\site-packages (from scikit-learn->sklearn) (1.2.1)\n", - "Requirement already satisfied: joblib>=0.11 in c:\\programdata\\anaconda3\\lib\\site-packages (from scikit-learn->sklearn) (0.13.2)\n", - "Requirement already satisfied: numpy>=1.11.0 in c:\\programdata\\anaconda3\\lib\\site-packages (from scikit-learn->sklearn) (1.16.2)\n", - "Requirement already satisfied: imblearn in c:\\programdata\\anaconda3\\lib\\site-packages (0.0)\n", - "Requirement already satisfied: imbalanced-learn in c:\\programdata\\anaconda3\\lib\\site-packages (from imblearn) (0.5.0)\n", - "Requirement already satisfied: joblib>=0.11 in c:\\programdata\\anaconda3\\lib\\site-packages (from imbalanced-learn->imblearn) (0.13.2)\n", - "Requirement already satisfied: scipy>=0.17 in c:\\programdata\\anaconda3\\lib\\site-packages (from imbalanced-learn->imblearn) (1.2.1)\n", - "Requirement already satisfied: numpy>=1.11 in c:\\programdata\\anaconda3\\lib\\site-packages (from imbalanced-learn->imblearn) (1.16.2)\n", - "Requirement already satisfied: scikit-learn>=0.21 in c:\\programdata\\anaconda3\\lib\\site-packages (from imbalanced-learn->imblearn) (0.21.2)\n" - ] - } - ], - "source": [ - "!pip install pandas\n", - "!pip install xlrd\n", - "!pip install sklearn\n", - "!pip install imblearn" - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "metadata": {}, - "outputs": [], - "source": [ - "import xlrd\n", - "book = xlrd.open_workbook(\"Datasheets info.xlsx\")\n", - "sheetMQ2 = book.sheet_by_name(\"MQ2 - Pololulu\")\n", - "sheetMQ3 = book.sheet_by_name(\"MQ3 - Sparkfun\")\n", - "sheetMQ4 = book.sheet_by_name(\"MQ4 - Sparkfun\")\n", - "sheetMQ5 = book.sheet_by_name(\"MQ5 - Sparkfun\")\n", - "sheetMQ6 = book.sheet_by_name(\"MQ6 - Sparkfun\")\n", - "sheetMQ7 = book.sheet_by_name(\"MQ7 - Sparkfun\")\n", - "sheetMQ8 = book.sheet_by_name(\"MQ8 - Sparkfun\")\n", - "sheetMQ9 = book.sheet_by_name(\"MQ9 - Haoyuelectronics\")\n", - "sheetMQ131 = book.sheet_by_name(\"MQ131- Sensorsportal\")\n", - "sheetMQ135 = book.sheet_by_name(\"MQ135 - HANWEI\")\n", - "sheetMQ303A = book.sheet_by_name(\"MQ303A - HANWEI\")\n", - "sheetMQ309A = book.sheet_by_name(\"MQ309A - HANWEI\")" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "0.01 \t \t \t \n", - "0.02 \t \t \t \n", - "0.03 \t \t \t \n", - "0.04 \t \t \t \n", - "0.05 \t \t \t \n", - "0.06 \t \t \t \n", - "0.07 \t \t \t \n", - "0.08 \t \t \t \n", - "0.09 \t \t \t \n", - "0.1 \t 3000.0 \t \t 1000.0\n", - "0.2 \t \t 300.0 \t \n", - "0.3 \t 300.0 \t 100.0 \t \n", - "0.4 \t 100.0 \t \t 30.0\n", - "0.5 \t \t \t \n", - "0.6 \t \t \t 10.0\n", - "0.7 \t \t \t \n", - "0.8 \t \t 10.0 \t \n", - "0.9 \t \t \t \n", - "1.0 \t \t \t \n" - ] - } - ], - "source": [ - "for row_index in range(1,20): #reading first columns\n", - " RsR0, Iso_butano, Hidrogeno , Alcohol = sheetMQ303A.row_values(row_index, start_colx=0, end_colx=4)\n", - " print(RsR0, \"\t\", Iso_butano, \"\t\", Hidrogeno, \"\t\", Alcohol)\n", - " " - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "metadata": {}, - "outputs": [], - "source": [ - "x_MQ303A = sheetMQ303A.col_values(0)[2:]\n", - "MQ303A_Iso_butano = sheetMQ303A.col_values(1)[2:]\n", - "MQ303A_Hidrogeno = sheetMQ303A.col_values(2)[2:]\n", - "MQ303A_Alcohol = sheetMQ303A.col_values(3)[2:]" - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "metadata": {}, - "outputs": [], - "source": [ - "def zero_to_nan(values):\n", - " \"\"\"Replace every 0 with 'nan' and return a copy.\"\"\"\n", - " return [float('nan') if x==0 else x for x in values]" - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "metadata": {}, - "outputs": [], - "source": [ - "MQ303A_Iso_butano =zero_to_nan(MQ303A_Iso_butano)\n", - "MQ303A_Hidrogeno =zero_to_nan(MQ303A_Hidrogeno)\n", - "MQ303A_Alcohol =zero_to_nan(MQ303A_Alcohol)" - ] - }, - { - "cell_type": "code", - "execution_count": 12, - "metadata": { - "scrolled": false - }, - "outputs": [], - "source": [ - "import pandas as pd\n", - "import numpy as np\n", - "from sklearn.datasets import load_iris\n", - "#from sklearn.cross_validation import train_test_split\n", - "from sklearn.tree import DecisionTreeClassifier\n", - "from sklearn import datasets\n", - "from sklearn import linear_model\n", - "\n", - "dataIso_Butano = {'RsRo': x_MQ303A, 'Iso_Butano': MQ303A_Iso_butano}\n", - "dataHidrogeno = {'RsRo': x_MQ303A, 'Hidrogeno': MQ303A_Hidrogeno}\n", - "dataAlcohol = {'RsRo': x_MQ303A, 'Alcohol': MQ303A_Alcohol}\n", - "\n", - "dfMQ303A_Iso_Butano = pd.DataFrame(dataIso_Butano)\n", - "dfMQ303A_Hidrogeno = pd.DataFrame(dataHidrogeno)\n", - "dfMQ303A_Alcohol = pd.DataFrame(dataAlcohol)\n", - "\n", - "dfMQ303A_Iso_Butano['Iso_Butano'] = pd.to_numeric(dfMQ303A_Iso_Butano['Iso_Butano'])\n", - "dfMQ303A_Hidrogeno['Hidrogeno'] = pd.to_numeric(dfMQ303A_Hidrogeno['Hidrogeno'])\n", - "dfMQ303A_Alcohol['Alchol'] = pd.to_numeric(dfMQ303A_Alcohol['Alcohol'])\n", - "\n", - "dfMQ303A_Iso_Butano['Iso_Butano'] = dfMQ303A_Iso_Butano['Iso_Butano'].replace('',None, regex=True)\n", - "dfMQ303A_Hidrogeno['Hidrogeno'] = dfMQ303A_Hidrogeno['Hidrogeno'].replace('',None, regex=True)\n", - "dfMQ303A_Alcohol['Alchol'] = dfMQ303A_Alcohol['Alchol'].replace('',None, regex=True)\n", - "\n", - "#Global X_Predict variable\n", - "X_Predict = dfMQ303A_Iso_Butano.RsRo.apply(lambda x: [x]).tolist()" - ] - }, - { - "cell_type": "code", - "execution_count": 14, - "metadata": {}, - "outputs": [], - "source": [ - "#Model and train Iso-Butano\n", - "dataset2TrainIso_Butano = dfMQ303A_Iso_Butano.copy()\n", - "dataset2TrainIso_Butano.dropna(inplace=True)\n", - "X_trainIso_Butano = dataset2TrainIso_Butano.RsRo.apply(lambda x: [x]).tolist()\n", - "y_trainIso_Butano = dataset2TrainIso_Butano['Iso_Butano'].tolist()\n", - "model = linear_model.Lasso(alpha=0.1)\n", - "model.fit(X_trainIso_Butano, y_trainIso_Butano)\n", - "#Predict\n", - "Iso_Butano_Predicted = model.predict(X_Predict)\n", - "#save into MQ2\n", - "MQ303A_Iso_Butano = Iso_Butano_Predicted" - ] - }, - { - "cell_type": "code", - "execution_count": 16, - "metadata": {}, - "outputs": [], - "source": [ - "#Model and train Hidrogeno\n", - "dataset2TrainHidrogeno = dfMQ303A_Hidrogeno.copy()\n", - "dataset2TrainHidrogeno.dropna(inplace=True)\n", - "X_trainHidrogeno = dataset2TrainHidrogeno.RsRo.apply(lambda x: [x]).tolist()\n", - "y_trainHidrogeno = dataset2TrainHidrogeno['Hidrogeno'].tolist()\n", - "model = linear_model.Lasso(alpha=0.1)\n", - "model.fit(X_trainHidrogeno, y_trainHidrogeno)\n", - "#Predict\n", - "Hidrogeno_Predicted = model.predict(X_Predict)\n", - "#save into MQ2\n", - "MQ303A_Hidrogeno = Hidrogeno_Predicted" - ] - }, - { - "cell_type": "code", - "execution_count": 19, - "metadata": {}, - "outputs": [], - "source": [ - "#Model and train Alchol\n", - "dataset2TrainAlchol = dfMQ303A_Alcohol.copy()\n", - "dataset2TrainAlchol.dropna(inplace=True)\n", - "X_trainAlchol = dataset2TrainAlchol.RsRo.apply(lambda x: [x]).tolist()\n", - "y_trainAlchol = dataset2TrainAlchol['Alchol'].tolist()\n", - "model = linear_model.Lasso(alpha=0.1)\n", - "model.fit(X_trainAlchol, y_trainAlchol)\n", - "#Predict\n", - "Alchol_Predicted = model.predict(X_Predict)\n", - "#save into MQ2\n", - "MQ303A_Alchol = Alchol_Predicted\n" - ] - }, - { - "cell_type": "code", - "execution_count": 21, - "metadata": {}, - "outputs": [ - { - "data": { - "image/svg+xml": [ - "\r\n", - "\r\n", - "\r\n", - "\r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " 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      " - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "%config InlineBackend.figure_formats = ['svg']\n", - "%matplotlib inline\n", - "import matplotlib.pyplot as plt\n", - "import matplotlib.lines as mlines\n", - "import matplotlib.transforms as mtransforms\n", - "\n", - "fig, ax = plt.subplots()\n", - "\n", - "fig.set_size_inches(9, 5.5, forward=True)\n", - "fig.set_dpi(200)\n", - "\n", - "# only these two lines are calibration curves\n", - "plt.plot(MQ303A_Iso_Butano, x_MQ303A, marker='o', linewidth=1, label='Iso-Butano')\n", - "plt.plot(MQ303A_Hidrogeno, x_MQ303A, marker='o', linewidth=1, label='Hidrogeno')\n", - "plt.plot(MQ303A_Alchol, x_MQ303A, marker='o', linewidth=1, label='Alcohol')\n", - "\n", - "\n", - "\n", - "# reference line, legends, and axis labels\n", - "#line = mlines.Line2D([0, 1], [0, 1], color='black')\n", - "#transform = ax.transAxes\n", - "#line.set_transform(transform)\n", - "#ax.add_line(line)\n", - "plt.yscale('log')\n", - "plt.xscale('log')\n", - "plt.legend()\n", - "\n", - "plt.grid(b=True, which='minor', color='lightgrey', linestyle='--')\n", - "\n", - "fig.suptitle('Calibration plot for MQ-303A data')\n", - "ax.set_xlabel('PPM Concentration')\n", - "ax.set_ylabel('Rs/Ro')\n", - "\n", - "\n", - "#Save image\n", - "plt.savefig('MQ303A.svg', format = 'svg', dpi = 1200)\n", - "plt.savefig('MQ303A.png')\n", - "plt.savefig('MQ303A.eps', format = 'eps', dpi = 1200)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.7.3" - } - }, - "nbformat": 4, - "nbformat_minor": 2 -} diff --git a/Internal_design_documents/Experiments/MQ309A.eps b/Internal_design_documents/Experiments/MQ309A.eps deleted file mode 100644 index fd0e2b1..0000000 --- a/Internal_design_documents/Experiments/MQ309A.eps +++ /dev/null @@ -1,2561 +0,0 @@ -%!PS-Adobe-3.0 EPSF-3.0 -%%Title: MQ309A.eps -%%Creator: matplotlib version 3.0.3, http://matplotlib.org/ -%%CreationDate: Wed Jul 3 20:23:34 2019 -%%Orientation: portrait -%%BoundingBox: -18 198 630 594 -%%EndComments -%%BeginProlog -/mpldict 8 dict def -mpldict begin -/m { moveto } bind def -/l { lineto } bind def -/r { rlineto } bind def -/c { curveto } bind def -/cl { closepath } bind def -/box { -m -1 index 0 r -0 exch r -neg 0 r -cl -} bind def -/clipbox { -box -clip -newpath -} bind def -%!PS-Adobe-3.0 Resource-Font -%%Title: DejaVu Sans -%%Copyright: Copyright (c) 2003 by Bitstream, Inc. 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satisfied: pytz>=2011k in c:\\programdata\\anaconda3\\lib\\site-packages (from pandas) (2018.9)\n", - "Requirement already satisfied: python-dateutil>=2.5.0 in c:\\programdata\\anaconda3\\lib\\site-packages (from pandas) (2.8.0)\n", - "Requirement already satisfied: numpy>=1.12.0 in c:\\programdata\\anaconda3\\lib\\site-packages (from pandas) (1.16.2)\n", - "Requirement already satisfied: six>=1.5 in c:\\programdata\\anaconda3\\lib\\site-packages (from python-dateutil>=2.5.0->pandas) (1.12.0)\n", - "Requirement already satisfied: xlrd in c:\\programdata\\anaconda3\\lib\\site-packages (1.2.0)\n", - "Requirement already satisfied: sklearn in c:\\programdata\\anaconda3\\lib\\site-packages (0.0)\n", - "Requirement already satisfied: scikit-learn in c:\\programdata\\anaconda3\\lib\\site-packages (from sklearn) (0.21.2)\n", - "Requirement already satisfied: scipy>=0.17.0 in c:\\programdata\\anaconda3\\lib\\site-packages (from scikit-learn->sklearn) (1.2.1)\n", - "Requirement already satisfied: joblib>=0.11 in c:\\programdata\\anaconda3\\lib\\site-packages (from scikit-learn->sklearn) (0.13.2)\n", - "Requirement already satisfied: numpy>=1.11.0 in c:\\programdata\\anaconda3\\lib\\site-packages (from scikit-learn->sklearn) (1.16.2)\n", - "Requirement already satisfied: imblearn in c:\\programdata\\anaconda3\\lib\\site-packages (0.0)\n", - "Requirement already satisfied: imbalanced-learn in c:\\programdata\\anaconda3\\lib\\site-packages (from imblearn) (0.5.0)\n", - "Requirement already satisfied: joblib>=0.11 in c:\\programdata\\anaconda3\\lib\\site-packages (from imbalanced-learn->imblearn) (0.13.2)\n", - "Requirement already satisfied: scipy>=0.17 in c:\\programdata\\anaconda3\\lib\\site-packages (from imbalanced-learn->imblearn) (1.2.1)\n", - "Requirement already satisfied: numpy>=1.11 in c:\\programdata\\anaconda3\\lib\\site-packages (from imbalanced-learn->imblearn) (1.16.2)\n", - "Requirement already satisfied: scikit-learn>=0.21 in c:\\programdata\\anaconda3\\lib\\site-packages (from imbalanced-learn->imblearn) (0.21.2)\n" - ] - } - ], - "source": [ - "!pip install pandas\n", - "!pip install xlrd\n", - "!pip install sklearn\n", - "!pip install imblearn" - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "metadata": {}, - "outputs": [], - "source": [ - "import xlrd\n", - "book = xlrd.open_workbook(\"Datasheets info.xlsx\")\n", - "sheetMQ2 = book.sheet_by_name(\"MQ2 - Pololulu\")\n", - "sheetMQ3 = book.sheet_by_name(\"MQ3 - Sparkfun\")\n", - "sheetMQ4 = book.sheet_by_name(\"MQ4 - Sparkfun\")\n", - "sheetMQ5 = book.sheet_by_name(\"MQ5 - Sparkfun\")\n", - "sheetMQ6 = book.sheet_by_name(\"MQ6 - Sparkfun\")\n", - "sheetMQ7 = book.sheet_by_name(\"MQ7 - Sparkfun\")\n", - "sheetMQ8 = book.sheet_by_name(\"MQ8 - Sparkfun\")\n", - "sheetMQ9 = book.sheet_by_name(\"MQ9 - Haoyuelectronics\")\n", - "sheetMQ131 = book.sheet_by_name(\"MQ131- Sensorsportal\")\n", - "sheetMQ135 = book.sheet_by_name(\"MQ135 - HANWEI\")\n", - "sheetMQ303A = book.sheet_by_name(\"MQ303A - HANWEI\")\n", - "sheetMQ309A = book.sheet_by_name(\"MQ309A - HANWEI\")" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "0.1 \t \t \t \t \n", - "0.2 \t \t \t \t \n", - "0.3 \t 7000.0 \t \t \t \n", - "0.4 \t \t \t \t \n", - "0.5 \t \t \t \t \n", - "0.6 \t \t \t \t \n", - "0.7 \t \t \t 3000.0 \t \n", - "0.8 \t \t \t \t \n", - "0.9 \t \t \t \t \n", - "1.0 \t 1000.0 \t \t 1000.0 \t \n", - "2.0 \t 300.0 \t \t 300.0 \t \n", - "3.0 \t \t \t \t 7000.0\n", - "4.0 \t \t 7000.0 \t \t 3000.0\n", - "5.0 \t \t 3000.0 \t \t 1000.0\n", - "6.0 \t \t 1000.0 \t \t \n", - "7.0 \t \t \t \t \n", - "8.0 \t \t \t \t \n", - "9.0 \t \t \t \t \n", - "10.0 \t \t \t \t \n" - ] - } - ], - "source": [ - "for row_index in range(1,20): #reading first columns\n", - " RsR0, CH4, CO , H2, Alcohol = sheetMQ309A.row_values(row_index, start_colx=0, end_colx=5)\n", - " print(RsR0, \"\t\", CH4, \"\t\", CO, \"\t\", H2, \"\t\", Alcohol)\n", - " " - ] - }, - { - "cell_type": "code", - "execution_count": 17, - "metadata": {}, - "outputs": [], - "source": [ - "x_MQ309A = sheetMQ309A.col_values(0)[2:]\n", - "MQ309A_CH4 = sheetMQ309A.col_values(1)[2:]\n", - "MQ309A_CO = sheetMQ309A.col_values(2)[2:]\n", - "MQ309A_H2 = sheetMQ309A.col_values(3)[2:]\n", - "MQ309A_Alcohol = sheetMQ309A.col_values(4)[2:]" - ] - }, - { - "cell_type": "code", - "execution_count": 18, - "metadata": {}, - "outputs": [], - "source": [ - "def zero_to_nan(values):\n", - " \"\"\"Replace every 0 with 'nan' and return a copy.\"\"\"\n", - " return [float('nan') if x==0 else x for x in values]" - ] - }, - { - "cell_type": "code", - "execution_count": 19, - "metadata": {}, - "outputs": [], - "source": [ - "MQ309A_CH4 =zero_to_nan(MQ309A_CH4)\n", - "MQ309A_CO =zero_to_nan(MQ309A_CO)\n", - "MQ309A_H2 =zero_to_nan(MQ309A_H2)\n", - "MQ309A_Alcohol =zero_to_nan(MQ309A_Alcohol)" - ] - }, - { - "cell_type": "code", - "execution_count": 24, - "metadata": { - "scrolled": false - }, - "outputs": [], - "source": [ - "import pandas as pd\n", - "import numpy as np\n", - "from sklearn.datasets import load_iris\n", - "#from sklearn.cross_validation import train_test_split\n", - "from sklearn.tree import DecisionTreeClassifier\n", - "from sklearn import datasets\n", - "from sklearn import linear_model\n", - "\n", - "dataCH4 = {'RsRo': x_MQ309A, 'CH4': MQ309A_CH4}\n", - "dataCO = {'RsRo': x_MQ309A, 'CO': MQ309A_CO}\n", - "dataH2 = {'RsRo': x_MQ309A, 'H2': MQ309A_H2}\n", - "dataAlcohol = {'RsRo': x_MQ309A, 'Alcohol': MQ309A_Alcohol}\n", - "\n", - "dfMQ309A_CH4 = pd.DataFrame(dataCH4)\n", - "dfMQ309A_CO = pd.DataFrame(dataCO)\n", - "dfMQ309A_H2 = pd.DataFrame(dataH2)\n", - "dfMQ309A_Alcohol = pd.DataFrame(dataAlcohol)\n", - "\n", - "dfMQ309A_CH4['CH4'] = pd.to_numeric(dfMQ309A_CH4['CH4'])\n", - "dfMQ309A_CO['CO'] = pd.to_numeric(dfMQ309A_CO['CO'])\n", - "dfMQ309A_H2['H2'] = pd.to_numeric(dfMQ309A_H2['H2'])\n", - "dfMQ309A_Alcohol['Alcohol'] = pd.to_numeric(dfMQ309A_Alcohol['Alcohol'])\n", - "\n", - "dfMQ309A_CH4['CH4'] = dfMQ309A_CH4['CH4'].replace('',None, regex=True)\n", - "dfMQ309A_CO['CO'] = dfMQ309A_CO['CO'].replace('',None, regex=True)\n", - "dfMQ309A_H2['H2'] = dfMQ309A_H2['H2'].replace('',None, regex=True)\n", - "dfMQ309A_Alcohol['Alcohol'] = dfMQ309A_Alcohol['Alcohol'].replace('',None, regex=True)\n", - "\n", - "#Global X_Predict variable\n", - "X_Predict = dfMQ309A_CH4.RsRo.apply(lambda x: [x]).tolist()" - ] - }, - { - "cell_type": "code", - "execution_count": 25, - "metadata": {}, - "outputs": [], - "source": [ - "#Model and train CH4\n", - "dataset2TrainCH4 = dfMQ309A_CH4.copy()\n", - "dataset2TrainCH4.dropna(inplace=True)\n", - "X_trainCH4 = dataset2TrainCH4.RsRo.apply(lambda x: [x]).tolist()\n", - "y_trainCH4 = dataset2TrainCH4['CH4'].tolist()\n", - "model = linear_model.Lasso(alpha=0.1)\n", - "model.fit(X_trainCH4, y_trainCH4)\n", - "#Predict\n", - "CH4_Predicted = model.predict(X_Predict)\n", - "#save into MQ2\n", - "MQ309A_CH4 = CH4_Predicted" - ] - }, - { - "cell_type": "code", - "execution_count": 26, - "metadata": {}, - "outputs": [], - "source": [ - "#Model and train CO\n", - "dataset2TrainCO = dfMQ309A_CO.copy()\n", - "dataset2TrainCO.dropna(inplace=True)\n", - "X_trainCO = dataset2TrainCO.RsRo.apply(lambda x: [x]).tolist()\n", - "y_trainCO = dataset2TrainCO['CO'].tolist()\n", - "model = linear_model.Lasso(alpha=0.1)\n", - "model.fit(X_trainCO, y_trainCO)\n", - "#Predict\n", - "CO_Predicted = model.predict(X_Predict)\n", - "#save into MQ2\n", - "MQ309A_CO = CO_Predicted" - ] - }, - { - "cell_type": "code", - "execution_count": 27, - "metadata": {}, - "outputs": [], - "source": [ - "#Model and train H2\n", - "dataset2TrainH2 = dfMQ309A_H2.copy()\n", - "dataset2TrainH2.dropna(inplace=True)\n", - "X_trainH2 = dataset2TrainH2.RsRo.apply(lambda x: [x]).tolist()\n", - "y_trainH2 = dataset2TrainH2['H2'].tolist()\n", - "model = linear_model.Lasso(alpha=0.1)\n", - "model.fit(X_trainH2, y_trainH2)\n", - "#Predict\n", - "H2_Predicted = model.predict(X_Predict)\n", - "#save into MQ2\n", - "MQ309A_H2 = H2_Predicted\n" - ] - }, - { - "cell_type": "code", - "execution_count": 28, - "metadata": {}, - "outputs": [], - "source": [ - "#Model and train Alcohol\n", - "dataset2TrainAlcohol = dfMQ309A_Alcohol.copy()\n", - "dataset2TrainAlcohol.dropna(inplace=True)\n", - "X_trainAlcohol = dataset2TrainAlcohol.RsRo.apply(lambda x: [x]).tolist()\n", - "y_trainAlcohol = dataset2TrainAlcohol['Alcohol'].tolist()\n", - "model = linear_model.Lasso(alpha=0.1)\n", - "model.fit(X_trainAlcohol, y_trainAlcohol)\n", - "#Predict\n", - "Alcohol_Predicted = model.predict(X_Predict)\n", - "#save into MQ2\n", - "MQ309A_Alcohol = Alcohol_Predicted" - ] - }, - { - "cell_type": "code", - "execution_count": 29, - "metadata": {}, - "outputs": [ - { - "data": { - "image/svg+xml": [ - "\r\n", - "\r\n", - 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      " - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "%config InlineBackend.figure_formats = ['svg']\n", - "%matplotlib inline\n", - "import matplotlib.pyplot as plt\n", - "import matplotlib.lines as mlines\n", - "import matplotlib.transforms as mtransforms\n", - "\n", - "fig, ax = plt.subplots()\n", - "\n", - "fig.set_size_inches(9, 5.5, forward=True)\n", - "fig.set_dpi(200)\n", - "\n", - "# only these two lines are calibration curves\n", - "plt.plot(MQ309A_CH4, x_MQ309A, marker='o', linewidth=1, label='CH4')\n", - "plt.plot(MQ309A_CO, x_MQ309A, marker='o', linewidth=1, label='CO')\n", - "plt.plot(MQ309A_H2, x_MQ309A, marker='o', linewidth=1, label='H2')\n", - "plt.plot(MQ309A_Alcohol, x_MQ309A, marker='o', linewidth=1, label='Alcohol')\n", - "\n", - "\n", - "\n", - "# reference line, legends, and axis labels\n", - "#line = mlines.Line2D([0, 1], [0, 1], color='black')\n", - "#transform = ax.transAxes\n", - "#line.set_transform(transform)\n", - "#ax.add_line(line)\n", - "plt.yscale('log')\n", - "plt.xscale('log')\n", - "plt.legend()\n", - "\n", - "plt.grid(b=True, which='minor', color='lightgrey', linestyle='--')\n", - "\n", - "fig.suptitle('Calibration plot for MQ-309A data')\n", - "ax.set_xlabel('PPM Concentration')\n", - "ax.set_ylabel('Rs/Ro')\n", - "\n", - "\n", - "#Save image\n", - "plt.savefig('MQ309A.svg', format = 'svg', dpi = 1200)\n", - "plt.savefig('MQ309A.png')\n", - "plt.savefig('MQ309A.eps', format = 'eps', dpi = 1200)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.7.3" - } - }, - "nbformat": 4, - "nbformat_minor": 2 -} diff --git a/Internal_design_documents/Experiments/MQ3_Regression.ipynb b/Internal_design_documents/Experiments/MQ3_Regression.ipynb deleted file mode 100644 index 3375f49..0000000 --- a/Internal_design_documents/Experiments/MQ3_Regression.ipynb +++ /dev/null @@ -1,2356 +0,0 @@ -{ - "cells": [ - { - "cell_type": "code", - "execution_count": 70, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Requirement already satisfied: pandas in c:\\programdata\\anaconda3\\lib\\site-packages (0.24.2)\n", - "Requirement already satisfied: pytz>=2011k in c:\\programdata\\anaconda3\\lib\\site-packages (from pandas) (2018.9)\n", - "Requirement already satisfied: python-dateutil>=2.5.0 in c:\\programdata\\anaconda3\\lib\\site-packages (from pandas) (2.8.0)\n", - "Requirement already satisfied: numpy>=1.12.0 in c:\\programdata\\anaconda3\\lib\\site-packages (from pandas) (1.16.2)\n", - "Requirement already satisfied: six>=1.5 in c:\\programdata\\anaconda3\\lib\\site-packages (from python-dateutil>=2.5.0->pandas) (1.12.0)\n", - "Requirement already satisfied: xlrd in c:\\programdata\\anaconda3\\lib\\site-packages (1.2.0)\n", - "Requirement already satisfied: sklearn in c:\\programdata\\anaconda3\\lib\\site-packages (0.0)\n", - "Requirement already satisfied: scikit-learn in c:\\programdata\\anaconda3\\lib\\site-packages (from sklearn) (0.21.2)\n", - "Requirement already satisfied: joblib>=0.11 in c:\\programdata\\anaconda3\\lib\\site-packages (from scikit-learn->sklearn) (0.13.2)\n", - "Requirement already satisfied: numpy>=1.11.0 in c:\\programdata\\anaconda3\\lib\\site-packages (from scikit-learn->sklearn) (1.16.2)\n", - "Requirement already satisfied: scipy>=0.17.0 in c:\\programdata\\anaconda3\\lib\\site-packages (from scikit-learn->sklearn) (1.2.1)\n", - "Requirement already satisfied: imblearn in c:\\programdata\\anaconda3\\lib\\site-packages (0.0)\n", - "Requirement already satisfied: imbalanced-learn in c:\\programdata\\anaconda3\\lib\\site-packages (from imblearn) (0.5.0)\n", - "Requirement already satisfied: scipy>=0.17 in c:\\programdata\\anaconda3\\lib\\site-packages (from imbalanced-learn->imblearn) (1.2.1)\n", - "Requirement already satisfied: scikit-learn>=0.21 in c:\\programdata\\anaconda3\\lib\\site-packages (from imbalanced-learn->imblearn) (0.21.2)\n", - "Requirement already satisfied: numpy>=1.11 in c:\\programdata\\anaconda3\\lib\\site-packages (from imbalanced-learn->imblearn) (1.16.2)\n", - "Requirement already satisfied: joblib>=0.11 in c:\\programdata\\anaconda3\\lib\\site-packages (from imbalanced-learn->imblearn) (0.13.2)\n" - ] - } - ], - "source": [ - "!pip install pandas\n", - "!pip install xlrd\n", - "!pip install sklearn\n", - "!pip install imblearn" - ] - }, - { - "cell_type": "code", - "execution_count": 71, - "metadata": {}, - "outputs": [], - "source": [ - "import xlrd\n", - "book = xlrd.open_workbook(\"Datasheets info.xlsx\")\n", - "sheetMQ2 = book.sheet_by_name(\"MQ2 - Pololulu\")\n", - "sheetMQ3 = book.sheet_by_name(\"MQ3 - Sparkfun\")\n", - "sheetMQ4 = book.sheet_by_name(\"MQ4 - Sparkfun\")\n", - "sheetMQ5 = book.sheet_by_name(\"MQ5 - Sparkfun\")\n", - "sheetMQ6 = book.sheet_by_name(\"MQ6 - Sparkfun\")\n", - "sheetMQ7 = book.sheet_by_name(\"MQ7 - Sparkfun\")\n", - "sheetMQ8 = book.sheet_by_name(\"MQ8 - Sparkfun\")\n", - "sheetMQ9 = book.sheet_by_name(\"MQ9 - Haoyuelectronics\")\n", - "sheetMQ131 = book.sheet_by_name(\"MQ131- Sensorsportal\")\n", - "sheetMQ135 = book.sheet_by_name(\"MQ135 - HANWEI\")\n", - "sheetMQ303A = book.sheet_by_name(\"MQ303A - HANWEI\")\n", - "sheetMQ309A = book.sheet_by_name(\"MQ309A - HANWEI\")" - ] - }, - { - "cell_type": "code", - "execution_count": 72, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "0.1 \t \t \t \t \t \t \n", - "0.2 \t 4.0 \t \t \t \t \t \n", - "0.3 \t \t \t \t \t \t \n", - "0.4 \t \t \t \t \t \t \n", - "0.5 \t 1.0 \t \t \t \t \t \n", - "0.6 \t \t \t \t \t \t \n", - "0.7 \t \t \t \t \t \t \n", - "0.8 \t \t 8.0 \t \t \t \t \n", - "0.9 \t \t \t \t \t \t \n", - "1.0 \t 0.4 \t 4.0 \t \t \t \t \n", - "2.0 \t \t \t \t \t \t \n", - "3.0 \t \t \t \t \t \t \n", - "4.0 \t \t 0.1 \t \t \t \t \n", - "5.0 \t \t \t \t \t \t \n", - "6.0 \t \t \t \t \t \t \n", - "7.0 \t \t \t \t \t \t \n", - "8.0 \t \t \t \t \t \t \n", - "9.0 \t \t \t \t \t \t \n", - "10.0 \t \t \t \t 8.0 \t \t \n" - ] - } - ], - "source": [ - "for row_index in range(1,20): #reading first columns\n", - " RsR0, Alcohol, Benzine, CH4, Hexane, LPG, CO = sheetMQ3.row_values(row_index, start_colx=0, end_colx=7)\n", - " print(RsR0, \"\t\", Alcohol, \"\t\", Benzine, \"\t\", CH4, \"\t\", Hexane, \"\t\", LPG, \"\t\", CO)\n", - " " - ] - }, - { - "cell_type": "code", - "execution_count": 73, - "metadata": {}, - "outputs": [], - "source": [ - "x_MQ3 = sheetMQ3.col_values(0)[2:]\n", - "MQ3_Alcohol = sheetMQ3.col_values(1)[2:]\n", - "MQ3_Benzine = sheetMQ3.col_values(2)[2:]\n", - "MQ3_CH4 = sheetMQ3.col_values(3)[2:]\n", - "MQ3_Hexane = sheetMQ3.col_values(4)[2:]\n", - "MQ3_LPG = sheetMQ3.col_values(5)[2:]\n", - "MQ3_CO = sheetMQ3.col_values(6)[2:]\n" - ] - }, - { - "cell_type": "code", - "execution_count": 74, - "metadata": {}, - "outputs": [], - "source": [ - "def zero_to_nan(values):\n", - " \"\"\"Replace every 0 with 'nan' and return a copy.\"\"\"\n", - " return [float('nan') if x==0 else x for x in values]" - ] - }, - { - "cell_type": "code", - "execution_count": 75, - "metadata": {}, - "outputs": [], - "source": [ - "MQ3_Alcohol =zero_to_nan(MQ3_Alcohol)\n", - "MQ3_Benzine =zero_to_nan(MQ3_Benzine)\n", - "MQ3_CH4 =zero_to_nan(MQ3_CH4)\n", - "MQ3_Hexane =zero_to_nan(MQ3_Hexane)\n", - "MQ3_LPG =zero_to_nan(MQ3_LPG)\n", - "MQ3_CO =zero_to_nan(MQ3_CO)" - ] - }, - { - "cell_type": "code", - "execution_count": 76, - "metadata": { - "scrolled": false - }, - "outputs": [], - "source": [ - "import pandas as pd\n", - "import numpy as np\n", - "from sklearn.datasets import load_iris\n", - "#from sklearn.cross_validation import train_test_split\n", - "from sklearn.tree import DecisionTreeClassifier\n", - "from sklearn import datasets\n", - "from sklearn import linear_model\n", - "\n", - "dataAlcohol = {'RsRo': x_MQ3, 'Alcohol': MQ3_Alcohol}\n", - "dataBenzine = {'RsRo': x_MQ3, 'Benzine': MQ3_Benzine}\n", - "dataCH4 = {'RsRo': x_MQ3, 'CH4': MQ3_CH4}\n", - "dataHexane = {'RsRo': x_MQ3, 'Hexane': MQ3_Hexane}\n", - "dataLPG = {'RsRo': x_MQ3, 'LPG': MQ3_LPG}\n", - "dataCO = {'RsRo': x_MQ3, 'CO': MQ3_CO}\n", - "\n", - "dfMQ3_Alcohol = pd.DataFrame(dataAlcohol)\n", - "dfMQ3_Benzine = pd.DataFrame(dataBenzine)\n", - "dfMQ3_CH4 = pd.DataFrame(dataCH4)\n", - "dfMQ3_Hexane = pd.DataFrame(dataHexane)\n", - "dfMQ3_LPG = pd.DataFrame(dataLPG)\n", - "dfMQ3_CO = pd.DataFrame(dataCO)\n", - "\n", - "dfMQ3_Alcohol['Alcohol'] = pd.to_numeric(dfMQ3_Alcohol['Alcohol'])\n", - "dfMQ3_Benzine['Benzine'] = pd.to_numeric(dfMQ3_Benzine['Benzine'])\n", - "dfMQ3_CH4['CH4'] = pd.to_numeric(dfMQ3_CH4['CH4'])\n", - "dfMQ3_Hexane['Hexane'] = pd.to_numeric(dfMQ3_Hexane['Hexane'])\n", - "dfMQ3_LPG['LPG'] = pd.to_numeric(dfMQ3_LPG['LPG'])\n", - "dfMQ3_CO['CO'] = pd.to_numeric(dfMQ3_CO['CO'])\n", - "\n", - "dfMQ3_Alcohol['Alcohol'] = dfMQ3_Alcohol['Alcohol'].replace('',None, regex=True)\n", - "dfMQ3_Benzine['Benzine'] = dfMQ3_Benzine['Benzine'].replace('',None, regex=True)\n", - "dfMQ3_CH4['CH4'] = dfMQ3_CH4['CH4'].replace('',None, regex=True)\n", - "dfMQ3_Hexane['Hexane'] = dfMQ3_Hexane['Hexane'].replace('',None, regex=True)\n", - "dfMQ3_LPG['LPG'] = dfMQ3_LPG['LPG'].replace('',None, regex=True)\n", - "dfMQ3_CO['CO'] = dfMQ3_CO['CO'].replace('',None, regex=True)\n", - "\n", - "#Global X_Predict variable\n", - "X_Predict = dfMQ3_Alcohol.RsRo.apply(lambda x: [x]).tolist()" - ] - }, - { - "cell_type": "code", - "execution_count": 77, - "metadata": {}, - "outputs": [], - "source": [ - "#Model and train alcohol\n", - "dataset2TrainAlcohol = dfMQ3_Alcohol.copy()\n", - "dataset2TrainAlcohol.dropna(inplace=True)\n", - "X_trainAlcohol = dataset2TrainAlcohol.RsRo.apply(lambda x: [x]).tolist()\n", - "y_trainAlcohol = dataset2TrainAlcohol['Alcohol'].tolist()\n", - "model = linear_model.Lasso(alpha=0.1)\n", - "model.fit(X_trainAlcohol, y_trainAlcohol)\n", - "#Predict\n", - "Alcohol_Predicted = model.predict(X_Predict)\n", - "#save into MQ2\n", - "MQ3_Alcohol = Alcohol_Predicted\n" - ] - }, - { - "cell_type": "code", - "execution_count": 78, - "metadata": {}, - "outputs": [], - "source": [ - "#Model and train Benzine\n", - "dataset2TrainBenzine = dfMQ3_Benzine.copy()\n", - "dataset2TrainBenzine.dropna(inplace=True)\n", - "X_trainBenzine = dataset2TrainBenzine.RsRo.apply(lambda x: [x]).tolist()\n", - "y_trainBenzine = dataset2TrainBenzine['Benzine'].tolist()\n", - "model = linear_model.Lasso(alpha=0.1)\n", - "model.fit(X_trainBenzine, y_trainBenzine)\n", - "#Predict\n", - "Benzine_Predicted = model.predict(X_Predict)\n", - "#save into MQ2\n", - "MQ3_Benzine = Benzine_Predicted" - ] - }, - { - "cell_type": "code", - "execution_count": 79, - "metadata": {}, - "outputs": [], - "source": [ - "#Model and train CH4\n", - "dataset2TrainCH4 = dfMQ3_CH4.copy()\n", - "dataset2TrainCH4.dropna(inplace=True)\n", - "X_trainCH4 = dataset2TrainCH4.RsRo.apply(lambda x: [x]).tolist()\n", - "y_trainCH4 = dataset2TrainCH4['CH4'].tolist()\n", - "model = linear_model.Lasso(alpha=0.1)\n", - "model.fit(X_trainCH4, y_trainCH4)\n", - "#Predict\n", - "CH4_Predicted = model.predict(X_Predict)\n", - "#save into MQ2\n", - "MQ3_CH4 = CH4_Predicted" - ] - }, - { - "cell_type": "code", - "execution_count": 80, - "metadata": {}, - "outputs": [], - "source": [ - "#Model and train Hexane\n", - "dataset2TrainHexane = dfMQ3_Hexane.copy()\n", - "dataset2TrainHexane.dropna(inplace=True)\n", - "X_trainHexane = dataset2TrainHexane.RsRo.apply(lambda x: [x]).tolist()\n", - "y_trainHexane = dataset2TrainHexane['Hexane'].tolist()\n", - "model = linear_model.Lasso(alpha=0.1)\n", - "model.fit(X_trainHexane, y_trainHexane)\n", - "#Predict\n", - "CO_Predicted = model.predict(X_Predict)\n", - "#save into MQ2\n", - "MQ3_Hexane = CO_Predicted" - ] - }, - { - "cell_type": "code", - "execution_count": 81, - "metadata": {}, - "outputs": [], - "source": [ - "#Model and train LPG\n", - "dataset2TrainLPG = dfMQ3_LPG.copy()\n", - "dataset2TrainLPG.dropna(inplace=True)\n", - "X_trainLPG = dataset2TrainLPG.RsRo.apply(lambda x: [x]).tolist()\n", - "y_trainLPG = dataset2TrainLPG['LPG'].tolist()\n", - "model = linear_model.Lasso(alpha=0.1)\n", - "model.fit(X_trainLPG, y_trainLPG)\n", - "#Predict\n", - "LPG_Predicted = model.predict(X_Predict)\n", - "#save into MQ2\n", - "MQ3_LPG = LPG_Predicted" - ] - }, - { - "cell_type": "code", - "execution_count": 82, - "metadata": {}, - "outputs": [], - "source": [ - "#Model and train CO\n", - "dataset2TrainCO = dfMQ3_CO.copy()\n", - "dataset2TrainCO.dropna(inplace=True)\n", - "X_trainCO = dataset2TrainCO.RsRo.apply(lambda x: [x]).tolist()\n", - "y_trainCO = dataset2TrainCO['CO'].tolist()\n", - "model = linear_model.Lasso(alpha=0.1)\n", - "model.fit(X_trainCO, y_trainCO)\n", - "#Predict\n", - "CO_Predicted = model.predict(X_Predict)\n", - "#save into MQ2\n", - "MQ3_CO = CO_Predicted" - ] - }, - { - "cell_type": "code", - "execution_count": 83, - "metadata": {}, - "outputs": [ - { - "data": { - "image/svg+xml": [ - "\r\n", - 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      " - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "%config InlineBackend.figure_formats = ['svg']\n", - "%matplotlib inline\n", - "import matplotlib.pyplot as plt\n", - "import matplotlib.lines as mlines\n", - "import matplotlib.transforms as mtransforms\n", - "\n", - "fig, ax = plt.subplots()\n", - "\n", - "fig.set_size_inches(9, 5.5, forward=True)\n", - "fig.set_dpi(200)\n", - "\n", - "# only these two lines are calibration curves\n", - "plt.plot(MQ3_Alcohol, x_MQ3, marker='o', linewidth=1, label='Alcohol')\n", - "plt.plot(MQ3_Benzine, x_MQ3, marker='o', linewidth=1, label='Benzine')\n", - "plt.plot(MQ3_CH4, x_MQ3, marker='o', linewidth=1, label='CH4')\n", - "plt.plot(MQ3_Hexane, x_MQ3, marker='o', linewidth=1, label='Hexane')\n", - "plt.plot(MQ3_LPG, x_MQ3, marker='o', linewidth=1, label='LPG')\n", - "plt.plot(MQ3_CO, x_MQ3, marker='o', linewidth=1, label='CO')\n", - "\n", - "# reference line, legends, and axis labels\n", - "#line = mlines.Line2D([0, 1], [0, 1], color='black')\n", - "#transform = ax.transAxes\n", - "#line.set_transform(transform)\n", - "#ax.add_line(line)\n", - "plt.yscale('log')\n", - "plt.xscale('log')\n", - "plt.legend()\n", - "\n", - "plt.grid(b=True, which='minor', color='lightgrey', linestyle='--')\n", - "\n", - "fig.suptitle('Calibration plot for MQ-3 data')\n", - "ax.set_xlabel('PPM Concentration')\n", - "ax.set_ylabel('Rs/Ro')\n", - "\n", - "\n", - "#Save image\n", - "plt.savefig('MQ3.svg', format = 'svg', dpi = 1200)\n", - "plt.savefig('MQ3.png')\n", - "plt.savefig('MQ3.eps', format = 'eps', dpi = 1200)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.7.3" - } - }, - "nbformat": 4, - "nbformat_minor": 2 -} diff --git a/Internal_design_documents/Experiments/MQ4.eps b/Internal_design_documents/Experiments/MQ4.eps deleted file mode 100644 index 5e23852..0000000 --- a/Internal_design_documents/Experiments/MQ4.eps +++ /dev/null @@ -1,2755 +0,0 @@ -%!PS-Adobe-3.0 EPSF-3.0 -%%Title: MQ4.eps -%%Creator: matplotlib version 3.0.3, http://matplotlib.org/ -%%CreationDate: Wed Jul 3 20:40:18 2019 -%%Orientation: portrait -%%BoundingBox: -18 198 630 594 -%%EndComments -%%BeginProlog -/mpldict 8 dict def -mpldict begin -/m { moveto } bind def -/l { lineto } bind def -/r { rlineto } bind def -/c { curveto } bind def -/cl { closepath } bind def -/box { -m -1 index 0 r -0 exch r -neg 0 r -cl -} bind def -/clipbox { -box -clip -newpath -} bind def -%!PS-Adobe-3.0 Resource-Font -%%Title: DejaVu Sans -%%Copyright: Copyright (c) 2003 by Bitstream, Inc. All Rights Reserved. Copyright (c) 2006 by Tavmjong Bah. All Rights Reserved. DejaVu changes are in public domain -%%Creator: Converted from TrueType to type 3 by PPR -25 dict begin -/_d{bind def}bind def -/_m{moveto}_d -/_l{lineto}_d -/_cl{closepath eofill}_d -/_c{curveto}_d -/_sc{7 -1 roll{setcachedevice}{pop pop pop pop pop pop}ifelse}_d -/_e{exec}_d -/FontName /DejaVuSans def -/PaintType 0 def -/FontMatrix[.001 0 0 .001 0 0]def -/FontBBox[-1021 -463 1793 1232]def -/FontType 3 def -/Encoding [ /space /hyphen /slash /zero /one /two /three /four /A /C /H /M /O /P /Q /R /a /b /c /d /e /f /h /i /l /n /o /p /r /s /t ] def -/FontInfo 10 dict dup begin -/FamilyName (DejaVu Sans) def -/FullName (DejaVu Sans) def -/Notice (Copyright (c) 2003 by Bitstream, Inc. All Rights Reserved. Copyright (c) 2006 by Tavmjong Bah. All Rights Reserved. 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- - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - diff --git a/Internal_design_documents/Experiments/MQ4_Regression.ipynb b/Internal_design_documents/Experiments/MQ4_Regression.ipynb deleted file mode 100644 index 728a44f..0000000 --- a/Internal_design_documents/Experiments/MQ4_Regression.ipynb +++ /dev/null @@ -1,1935 +0,0 @@ -{ - "cells": [ - { - "cell_type": "code", - "execution_count": 24, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Requirement already satisfied: pandas in c:\\programdata\\anaconda3\\lib\\site-packages (0.24.2)\n", - "Requirement already satisfied: pytz>=2011k in c:\\programdata\\anaconda3\\lib\\site-packages (from pandas) (2018.9)\n", - "Requirement already satisfied: numpy>=1.12.0 in c:\\programdata\\anaconda3\\lib\\site-packages (from pandas) (1.16.2)\n", - "Requirement already satisfied: python-dateutil>=2.5.0 in c:\\programdata\\anaconda3\\lib\\site-packages (from pandas) (2.8.0)\n", - "Requirement already satisfied: six>=1.5 in c:\\programdata\\anaconda3\\lib\\site-packages (from python-dateutil>=2.5.0->pandas) (1.12.0)\n", - "Requirement already satisfied: xlrd in c:\\programdata\\anaconda3\\lib\\site-packages (1.2.0)\n", - "Requirement already satisfied: sklearn in c:\\programdata\\anaconda3\\lib\\site-packages (0.0)\n", - "Requirement already satisfied: scikit-learn in c:\\programdata\\anaconda3\\lib\\site-packages (from sklearn) (0.21.2)\n", - "Requirement already satisfied: joblib>=0.11 in c:\\programdata\\anaconda3\\lib\\site-packages (from scikit-learn->sklearn) (0.13.2)\n", - "Requirement already satisfied: numpy>=1.11.0 in c:\\programdata\\anaconda3\\lib\\site-packages (from scikit-learn->sklearn) (1.16.2)\n", - "Requirement already satisfied: scipy>=0.17.0 in c:\\programdata\\anaconda3\\lib\\site-packages (from scikit-learn->sklearn) (1.2.1)\n", - "Requirement already satisfied: imblearn in c:\\programdata\\anaconda3\\lib\\site-packages (0.0)\n", - "Requirement already satisfied: imbalanced-learn in c:\\programdata\\anaconda3\\lib\\site-packages (from imblearn) (0.5.0)\n", - "Requirement already satisfied: scikit-learn>=0.21 in c:\\programdata\\anaconda3\\lib\\site-packages (from imbalanced-learn->imblearn) (0.21.2)\n", - "Requirement already satisfied: joblib>=0.11 in c:\\programdata\\anaconda3\\lib\\site-packages (from imbalanced-learn->imblearn) (0.13.2)\n", - "Requirement already satisfied: scipy>=0.17 in c:\\programdata\\anaconda3\\lib\\site-packages (from imbalanced-learn->imblearn) (1.2.1)\n", - "Requirement already satisfied: numpy>=1.11 in c:\\programdata\\anaconda3\\lib\\site-packages (from imbalanced-learn->imblearn) (1.16.2)\n" - ] - } - ], - "source": [ - "!pip install pandas\n", - "!pip install xlrd\n", - "!pip install sklearn\n", - "!pip install imblearn" - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "metadata": {}, - "outputs": [], - "source": [ - "import xlrd\n", - "book = xlrd.open_workbook(\"Datasheets info.xlsx\")\n", - "sheetMQ2 = book.sheet_by_name(\"MQ2 - Pololulu\")\n", - "sheetMQ3 = book.sheet_by_name(\"MQ3 - Sparkfun\")\n", - "sheetMQ4 = book.sheet_by_name(\"MQ4 - Sparkfun\")\n", - "sheetMQ5 = book.sheet_by_name(\"MQ5 - Sparkfun\")\n", - "sheetMQ6 = book.sheet_by_name(\"MQ6 - Sparkfun\")\n", - "sheetMQ7 = book.sheet_by_name(\"MQ7 - Sparkfun\")\n", - "sheetMQ8 = book.sheet_by_name(\"MQ8 - Sparkfun\")\n", - "sheetMQ9 = book.sheet_by_name(\"MQ9 - Haoyuelectronics\")\n", - "sheetMQ131 = book.sheet_by_name(\"MQ131- Sensorsportal\")\n", - "sheetMQ135 = book.sheet_by_name(\"MQ135 - HANWEI\")\n", - "sheetMQ303A = book.sheet_by_name(\"MQ303A - HANWEI\")\n", - "sheetMQ309A = book.sheet_by_name(\"MQ309A - HANWEI\")" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "0.1 \t \t \t \t \n", - "0.2 \t \t \t \t \n", - "0.3 \t \t \t \t \n", - "0.4 \t \t \t \t \n", - "0.5 \t \t \t \t \n", - "0.6 \t \t \t \t \n", - "0.7 \t \t \t \t \n", - "0.8 \t \t \t \t \n", - "0.9 \t 5000.0 \t \t \t \n", - "1.0 \t \t 1000.0 \t \t \n", - "2.0 \t 1000.0 \t 200.0 \t \t \n", - "3.0 \t 200.0 \t \t 1000.0 \t 5000.0\n", - "4.0 \t \t \t 200.0 \t 200.0\n", - "5.0 \t \t 4000.0 \t \t \n", - "6.0 \t \t \t \t \n", - "7.0 \t \t \t \t \n", - "8.0 \t \t \t \t \n", - "9.0 \t \t \t \t \n", - "10.0 \t \t \t \t \n" - ] - } - ], - "source": [ - "for row_index in range(1,20): #reading first columns\n", - " RsR0, CH4, CO, H2, Alcohol = sheetMQ4.row_values(row_index, start_colx=0, end_colx=5)\n", - " print(RsR0, \"\t\", CH4, \"\t\", CO, \"\t\", H2, \"\t\", Alcohol)\n", - " " - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": {}, - "outputs": [], - "source": [ - "x_MQ4 = sheetMQ4.col_values(0)[2:]\n", - "MQ4_CH4 = sheetMQ4.col_values(1)[2:]\n", - "MQ4_CO = sheetMQ4.col_values(2)[2:]\n", - "MQ4_H2 = sheetMQ4.col_values(3)[2:]\n", - "MQ4_Alcohol = sheetMQ4.col_values(4)[2:]" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": {}, - "outputs": [], - "source": [ - "def zero_to_nan(values):\n", - " \"\"\"Replace every 0 with 'nan' and return a copy.\"\"\"\n", - " return [float('nan') if x==0 else x for x in values]" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "metadata": {}, - "outputs": [], - "source": [ - "MQ4_CH4 =zero_to_nan(MQ4_CH4)\n", - "MQ4_CO =zero_to_nan(MQ4_CO)\n", - "MQ4_H2 =zero_to_nan(MQ4_H2)\n", - "MQ4_Alcohol =zero_to_nan(MQ4_Alcohol)" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "metadata": { - "scrolled": false - }, - "outputs": [], - "source": [ - "import pandas as pd\n", - "import numpy as np\n", - "from sklearn.datasets import load_iris\n", - "#from sklearn.cross_validation import train_test_split\n", - "from sklearn.tree import DecisionTreeClassifier\n", - "from sklearn import datasets\n", - "from sklearn import linear_model\n", - "\n", - "dataCH4 = {'RsRo': x_MQ4, 'CH4': MQ4_CH4}\n", - "dataCO = {'RsRo': x_MQ4, 'CO': MQ4_CO}\n", - "dataH2 = {'RsRo': x_MQ4, 'H2': MQ4_H2}\n", - "dataAlcohol = {'RsRo': x_MQ4, 'Alcohol': MQ4_Alcohol}\n", - "\n", - "dfMQ4_CH4 = pd.DataFrame(dataCH4)\n", - "dfMQ4_CO = pd.DataFrame(dataCO)\n", - "dfMQ4_H2 = pd.DataFrame(dataH2)\n", - "dfMQ4_Alcohol = pd.DataFrame(dataAlcohol)\n", - "\n", - "dfMQ4_CH4['CH4'] = pd.to_numeric(dfMQ4_CH4['CH4'])\n", - "dfMQ4_CO['CO'] = pd.to_numeric(dfMQ4_CO['CO'])\n", - "dfMQ4_H2['H2'] = pd.to_numeric(dfMQ4_H2['H2'])\n", - "dfMQ4_Alcohol['Alcohol'] = pd.to_numeric(dfMQ4_Alcohol['Alcohol'])\n", - "\n", - "dfMQ4_CH4['CH4'] = dfMQ4_CH4['CH4'].replace('',None, regex=True)\n", - "dfMQ4_CO['CO'] = dfMQ4_CO['CO'].replace('',None, regex=True)\n", - "dfMQ4_H2['H2'] = dfMQ4_H2['H2'].replace('',None, regex=True)\n", - "dfMQ4_Alcohol['Alcohol'] = dfMQ4_Alcohol['Alcohol'].replace('',None, regex=True)\n", - "\n", - "#Global X_Predict variable\n", - "X_Predict = dfMQ4_Alcohol.RsRo.apply(lambda x: [x]).tolist()" - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "metadata": {}, - "outputs": [], - "source": [ - "#Model and train CH4\n", - "dataset2TrainCH4 = dfMQ4_CH4.copy()\n", - "dataset2TrainCH4.dropna(inplace=True)\n", - "X_trainCH4 = dataset2TrainCH4.RsRo.apply(lambda x: [x]).tolist()\n", - "y_trainCH4 = dataset2TrainCH4['CH4'].tolist()\n", - "model = linear_model.Lasso(alpha=0.1)\n", - "model.fit(X_trainCH4, y_trainCH4)\n", - "#Predict\n", - "CH4_Predicted = model.predict(X_Predict)\n", - "#save into MQ2\n", - "MQ4_CH4 = CH4_Predicted\n" - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "metadata": {}, - "outputs": [], - "source": [ - "#Model and train CO\n", - "dataset2TrainCO = dfMQ4_CO.copy()\n", - "dataset2TrainCO.dropna(inplace=True)\n", - "X_trainCO = dataset2TrainCO.RsRo.apply(lambda x: [x]).tolist()\n", - "y_trainCO = dataset2TrainCO['CO'].tolist()\n", - "model = linear_model.Lasso(alpha=0.1)\n", - "model.fit(X_trainCO, y_trainCO)\n", - "#Predict\n", - "CO_Predicted = model.predict(X_Predict)\n", - "#save into MQ2\n", - "MQ4_CO = CO_Predicted" - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "metadata": {}, - "outputs": [], - "source": [ - "#Model and train H2\n", - "dataset2TrainH2 = dfMQ4_H2.copy()\n", - "dataset2TrainH2.dropna(inplace=True)\n", - "X_trainH2 = dataset2TrainH2.RsRo.apply(lambda x: [x]).tolist()\n", - "y_trainH2 = dataset2TrainH2['H2'].tolist()\n", - "model = linear_model.Lasso(alpha=0.1)\n", - "model.fit(X_trainH2, y_trainH2)\n", - "#Predict\n", - "H2_Predicted = model.predict(X_Predict)\n", - "#save into MQ2\n", - "MQ4_H2 = H2_Predicted" - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "metadata": {}, - "outputs": [], - "source": [ - "#Model and train Alcohol\n", - "dataset2TrainAlcohol = dfMQ4_Alcohol.copy()\n", - "dataset2TrainAlcohol.dropna(inplace=True)\n", - "X_trainAlcohol = dataset2TrainAlcohol.RsRo.apply(lambda x: [x]).tolist()\n", - "y_trainAlcohol = dataset2TrainAlcohol['Alcohol'].tolist()\n", - "model = linear_model.Lasso(alpha=0.1)\n", - "model.fit(X_trainAlcohol, y_trainAlcohol)\n", - "#Predict\n", - "Alcohol_Predicted = model.predict(X_Predict)\n", - "#save into MQ2\n", - "MQ4_Alcohol = Alcohol_Predicted" - ] - }, - { - "cell_type": "code", - "execution_count": 11, - "metadata": {}, - "outputs": [ - { - "data": { - "image/svg+xml": [ - "\r\n", - "\r\n", - "\r\n", - "\r\n", - " \r\n", - " \r\n", - " \r\n", - " 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      " - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "%config InlineBackend.figure_formats = ['svg']\n", - "%matplotlib inline\n", - "import matplotlib.pyplot as plt\n", - "import matplotlib.lines as mlines\n", - "import matplotlib.transforms as mtransforms\n", - "\n", - "fig, ax = plt.subplots()\n", - "\n", - "fig.set_size_inches(9, 5.5, forward=True)\n", - "fig.set_dpi(200)\n", - "\n", - "# only these two lines are calibration curves\n", - "plt.plot(MQ4_CH4, x_MQ4, marker='o', linewidth=1, label='CH4')\n", - "plt.plot(MQ4_CO, x_MQ4, marker='o', linewidth=1, label='CO')\n", - "plt.plot(MQ4_H2, x_MQ4, marker='o', linewidth=1, label='H2')\n", - "plt.plot(MQ4_Alcohol, x_MQ4, marker='o', linewidth=1, label='Alcohol')\n", - "\n", - "# reference line, legends, and axis labels\n", - "#line = mlines.Line2D([0, 1], [0, 1], color='black')\n", - "#transform = ax.transAxes\n", - "#line.set_transform(transform)\n", - "#ax.add_line(line)\n", - "plt.yscale('log')\n", - "plt.xscale('log')\n", - "plt.legend()\n", - "\n", - "plt.grid(b=True, which='minor', color='lightgrey', linestyle='--')\n", - "\n", - "fig.suptitle('Calibration plot for MQ-4 data')\n", - "ax.set_xlabel('PPM Concentration')\n", - "ax.set_ylabel('Rs/Ro')\n", - "\n", - "\n", - "#Save image\n", - "plt.savefig('MQ4.svg', format = 'svg', dpi = 1200)\n", - "plt.savefig('MQ4.png')\n", - "plt.savefig('MQ4.eps', format = 'eps', dpi = 1200)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.7.3" - } - }, - "nbformat": 4, - "nbformat_minor": 2 -} diff --git a/Internal_design_documents/Experiments/MQ5.eps b/Internal_design_documents/Experiments/MQ5.eps deleted file mode 100644 index 49074a2..0000000 --- a/Internal_design_documents/Experiments/MQ5.eps +++ /dev/null @@ -1,2418 +0,0 @@ -%!PS-Adobe-3.0 EPSF-3.0 -%%Title: MQ5.eps -%%Creator: matplotlib version 3.0.3, http://matplotlib.org/ -%%CreationDate: Wed Jul 3 20:39:52 2019 -%%Orientation: portrait -%%BoundingBox: -18 198 630 594 -%%EndComments -%%BeginProlog -/mpldict 8 dict def -mpldict begin -/m { moveto } bind def -/l { lineto } bind def -/r { rlineto } bind def -/c { curveto } bind def -/cl { closepath } bind def -/box { -m -1 index 0 r -0 exch r -neg 0 r -cl -} bind def -/clipbox { -box -clip -newpath -} bind def -%!PS-Adobe-3.0 Resource-Font -%%Title: DejaVu Sans -%%Copyright: Copyright (c) 2003 by Bitstream, Inc. All Rights Reserved. Copyright (c) 2006 by Tavmjong Bah. All Rights Reserved. DejaVu changes are in public domain -%%Creator: Converted from TrueType to type 3 by PPR -25 dict begin -/_d{bind def}bind def -/_m{moveto}_d -/_l{lineto}_d -/_cl{closepath eofill}_d -/_c{curveto}_d -/_sc{7 -1 roll{setcachedevice}{pop pop pop pop pop pop}ifelse}_d -/_e{exec}_d -/FontName /DejaVuSans def -/PaintType 0 def -/FontMatrix[.001 0 0 .001 0 0]def -/FontBBox[-1021 -463 1793 1232]def -/FontType 3 def -/Encoding [ /space /hyphen /slash /zero /one /two /three /four /five /C /G /H /L /M /O /P /Q /R /a /b /c /d /e /f /i /l /n /o /p /r /s /t ] def -/FontInfo 10 dict dup begin -/FamilyName (DejaVu Sans) def -/FullName (DejaVu Sans) def -/Notice (Copyright (c) 2003 by Bitstream, Inc. All Rights Reserved. Copyright (c) 2006 by Tavmjong Bah. All Rights Reserved. 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deleted file mode 100644 index 8bf022f..0000000 --- a/Internal_design_documents/Experiments/MQ5_Regression.ipynb +++ /dev/null @@ -1,1794 +0,0 @@ -{ - "cells": [ - { - "cell_type": "code", - "execution_count": 3, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Requirement already satisfied: pandas in c:\\programdata\\anaconda3\\lib\\site-packages (0.24.2)\n", - "Requirement already satisfied: pytz>=2011k in c:\\programdata\\anaconda3\\lib\\site-packages (from pandas) (2018.9)\n", - "Requirement already satisfied: python-dateutil>=2.5.0 in c:\\programdata\\anaconda3\\lib\\site-packages (from pandas) (2.8.0)\n", - "Requirement already satisfied: numpy>=1.12.0 in c:\\programdata\\anaconda3\\lib\\site-packages (from pandas) (1.16.2)\n", - "Requirement already satisfied: six>=1.5 in c:\\programdata\\anaconda3\\lib\\site-packages (from python-dateutil>=2.5.0->pandas) (1.12.0)\n", - "Requirement already satisfied: xlrd in c:\\programdata\\anaconda3\\lib\\site-packages (1.2.0)\n", - "Requirement already satisfied: sklearn in c:\\programdata\\anaconda3\\lib\\site-packages (0.0)\n", - "Requirement already satisfied: scikit-learn in c:\\programdata\\anaconda3\\lib\\site-packages (from sklearn) (0.21.2)\n", - "Requirement already satisfied: scipy>=0.17.0 in c:\\programdata\\anaconda3\\lib\\site-packages (from scikit-learn->sklearn) (1.2.1)\n", - "Requirement already satisfied: joblib>=0.11 in c:\\programdata\\anaconda3\\lib\\site-packages (from scikit-learn->sklearn) (0.13.2)\n", - "Requirement already satisfied: numpy>=1.11.0 in c:\\programdata\\anaconda3\\lib\\site-packages (from scikit-learn->sklearn) (1.16.2)\n", - "Requirement already satisfied: imblearn in c:\\programdata\\anaconda3\\lib\\site-packages (0.0)\n", - "Requirement already satisfied: imbalanced-learn in c:\\programdata\\anaconda3\\lib\\site-packages (from imblearn) (0.5.0)\n", - "Requirement already satisfied: joblib>=0.11 in c:\\programdata\\anaconda3\\lib\\site-packages (from imbalanced-learn->imblearn) (0.13.2)\n", - "Requirement already satisfied: scipy>=0.17 in c:\\programdata\\anaconda3\\lib\\site-packages (from imbalanced-learn->imblearn) (1.2.1)\n", - "Requirement already satisfied: numpy>=1.11 in c:\\programdata\\anaconda3\\lib\\site-packages (from imbalanced-learn->imblearn) (1.16.2)\n", - "Requirement already satisfied: scikit-learn>=0.21 in c:\\programdata\\anaconda3\\lib\\site-packages (from imbalanced-learn->imblearn) (0.21.2)\n" - ] - } - ], - "source": [ - "!pip install pandas\n", - "!pip install xlrd\n", - "!pip install sklearn\n", - "!pip install imblearn" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": {}, - "outputs": [], - "source": [ - "import xlrd\n", - "book = xlrd.open_workbook(\"Datasheets info.xlsx\")\n", - "sheetMQ2 = book.sheet_by_name(\"MQ2 - Pololulu\")\n", - "sheetMQ3 = book.sheet_by_name(\"MQ3 - Sparkfun\")\n", - "sheetMQ4 = book.sheet_by_name(\"MQ4 - Sparkfun\")\n", - "sheetMQ5 = book.sheet_by_name(\"MQ5 - Sparkfun\")\n", - "sheetMQ6 = book.sheet_by_name(\"MQ6 - Sparkfun\")\n", - "sheetMQ7 = book.sheet_by_name(\"MQ7 - Sparkfun\")\n", - "sheetMQ8 = book.sheet_by_name(\"MQ8 - Sparkfun\")\n", - "sheetMQ9 = book.sheet_by_name(\"MQ9 - Haoyuelectronics\")\n", - "sheetMQ131 = book.sheet_by_name(\"MQ131- Sensorsportal\")\n", - "sheetMQ135 = book.sheet_by_name(\"MQ135 - HANWEI\")\n", - "sheetMQ303A = book.sheet_by_name(\"MQ303A - HANWEI\")\n", - "sheetMQ309A = book.sheet_by_name(\"MQ309A - HANWEI\")" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "0.1 \t \t \t \t \n", - "0.2 \t \t 5000.0 \t \t \n", - "0.3 \t \t \t \t \n", - "0.4 \t \t 800.0 \t 2000.0 \t \n", - "0.5 \t \t \t 1000.0 \t \n", - "0.6 \t \t \t \t \n", - "0.7 \t 5000.0 \t 200.0 \t 500.0 \t \n", - "0.8 \t 2000.0 \t \t \t \n", - "0.9 \t \t \t \t \n", - "1.0 \t 1000.0 \t \t \t \n", - "2.0 \t \t \t \t \n", - "3.0 \t \t \t \t 800.0\n", - "4.0 \t \t \t \t 200.0\n", - "5.0 \t \t \t \t \n", - "6.0 \t \t \t \t \n", - "7.0 \t \t \t \t \n", - "8.0 \t \t \t \t \n", - "9.0 \t \t \t \t \n", - "10.0 \t \t \t \t \n" - ] - } - ], - "source": [ - "for row_index in range(1,20): #reading first columns\n", - " RsR0, H2, LPG , CH4, CO = sheetMQ5.row_values(row_index, start_colx=0, end_colx=5)\n", - " print(RsR0, \"\t\", H2, \"\t\", LPG, \"\t\", CH4, \"\t\", CO)\n", - " " - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": {}, - "outputs": [], - "source": [ - "x_MQ5 = sheetMQ5.col_values(0)[2:]\n", - "MQ5_H2 = sheetMQ5.col_values(1)[2:]\n", - "MQ5_LPG = sheetMQ5.col_values(2)[2:]\n", - "MQ5_CH4 = sheetMQ5.col_values(3)[2:]\n", - "MQ5_CO = sheetMQ5.col_values(4)[2:]" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "metadata": {}, - "outputs": [], - "source": [ - "def zero_to_nan(values):\n", - " \"\"\"Replace every 0 with 'nan' and return a copy.\"\"\"\n", - " return [float('nan') if x==0 else x for x in values]" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "metadata": {}, - "outputs": [], - "source": [ - "MQ5_H2 =zero_to_nan(MQ5_H2)\n", - "MQ5_LPG =zero_to_nan(MQ5_LPG)\n", - "MQ5_CH4 =zero_to_nan(MQ5_CH4)\n", - "MQ5_CO =zero_to_nan(MQ5_CO)" - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "metadata": { - "scrolled": false - }, - "outputs": [], - "source": [ - "import pandas as pd\n", - "import numpy as np\n", - "from sklearn.datasets import load_iris\n", - "#from sklearn.cross_validation import train_test_split\n", - "from sklearn.tree import DecisionTreeClassifier\n", - "from sklearn import datasets\n", - "from sklearn import linear_model\n", - "\n", - "dataH2 = {'RsRo': x_MQ5, 'H2': MQ5_H2}\n", - "dataLPG = {'RsRo': x_MQ5, 'LPG': MQ5_LPG}\n", - "dataCH4 = {'RsRo': x_MQ5, 'CH4': MQ5_CH4}\n", - "dataCO = {'RsRo': x_MQ5, 'CO': MQ5_CO}\n", - "\n", - "dfMQ5_H2 = pd.DataFrame(dataH2)\n", - "dfMQ5_LPG = pd.DataFrame(dataLPG)\n", - "dfMQ5_CH4 = pd.DataFrame(dataCH4)\n", - "dfMQ5_CO = pd.DataFrame(dataCO)\n", - "\n", - "dfMQ5_H2['H2'] = pd.to_numeric(dfMQ5_H2['H2'])\n", - "dfMQ5_LPG['LPG'] = pd.to_numeric(dfMQ5_LPG['LPG'])\n", - "dfMQ5_CH4['CH4'] = pd.to_numeric(dfMQ5_CH4['CH4'])\n", - "dfMQ5_CO['CO'] = pd.to_numeric(dfMQ5_CO['CO'])\n", - "\n", - "dfMQ5_H2['H2'] = dfMQ5_H2['H2'].replace('',None, regex=True)\n", - "dfMQ5_LPG['LPG'] = dfMQ5_LPG['LPG'].replace('',None, regex=True)\n", - "dfMQ5_CH4['CH4'] = dfMQ5_CH4['CH4'].replace('',None, regex=True)\n", - "dfMQ5_CO['CO'] = dfMQ5_CO['CO'].replace('',None, regex=True)\n", - "\n", - "#Global X_Predict variable\n", - "X_Predict = dfMQ5_LPG.RsRo.apply(lambda x: [x]).tolist()" - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "metadata": {}, - "outputs": [], - "source": [ - "#Model and train H2\n", - "dataset2TrainH2 = dfMQ5_H2.copy()\n", - "dataset2TrainH2.dropna(inplace=True)\n", - "X_trainH2 = dataset2TrainH2.RsRo.apply(lambda x: [x]).tolist()\n", - "y_trainH2 = dataset2TrainH2['H2'].tolist()\n", - "model = linear_model.Lasso(alpha=0.1)\n", - "model.fit(X_trainH2, y_trainH2)\n", - "#Predict\n", - "H2_Predicted = model.predict(X_Predict)\n", - "#save into MQ2\n", - "MQ5_H2 = H2_Predicted\n" - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "metadata": {}, - "outputs": [], - "source": [ - "#Model and train LPG\n", - "dataset2TrainLPG = dfMQ5_LPG.copy()\n", - "dataset2TrainLPG.dropna(inplace=True)\n", - "X_trainLPG = dataset2TrainLPG.RsRo.apply(lambda x: [x]).tolist()\n", - "y_trainLPG = dataset2TrainLPG['LPG'].tolist()\n", - "model = linear_model.Lasso(alpha=0.1)\n", - "model.fit(X_trainLPG, y_trainLPG)\n", - "#Predict\n", - "LPG_Predicted = model.predict(X_Predict)\n", - "#save into MQ2\n", - "MQ5_LPG = LPG_Predicted" - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "metadata": {}, - "outputs": [], - "source": [ - "#Model and train CH4\n", - "dataset2TrainCH4 = dfMQ5_CH4.copy()\n", - "dataset2TrainCH4.dropna(inplace=True)\n", - "X_trainCH4 = dataset2TrainCH4.RsRo.apply(lambda x: [x]).tolist()\n", - "y_trainCH4 = dataset2TrainCH4['CH4'].tolist()\n", - "model = linear_model.Lasso(alpha=0.1)\n", - "model.fit(X_trainCH4, y_trainCH4)\n", - "#Predict\n", - "CH4_Predicted = model.predict(X_Predict)\n", - "#save into MQ2\n", - "MQ5_CH4 = CH4_Predicted" - ] - }, - { - "cell_type": "code", - "execution_count": 11, - "metadata": {}, - "outputs": [], - "source": [ - "#Model and train CO\n", - "dataset2TrainCO = dfMQ5_CO.copy()\n", - "dataset2TrainCO.dropna(inplace=True)\n", - "X_trainCO = dataset2TrainCO.RsRo.apply(lambda x: [x]).tolist()\n", - "y_trainCO = dataset2TrainCO['CO'].tolist()\n", - "model = linear_model.Lasso(alpha=0.1)\n", - "model.fit(X_trainCO, y_trainCO)\n", - "#Predict\n", - "CO_Predicted = model.predict(X_Predict)\n", - "#save into MQ2\n", - "MQ5_CO = CO_Predicted" - ] - }, - { - "cell_type": "code", - 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      " - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "%config InlineBackend.figure_formats = ['svg']\n", - "%matplotlib inline\n", - "import matplotlib.pyplot as plt\n", - "import matplotlib.lines as mlines\n", - "import matplotlib.transforms as mtransforms\n", - "\n", - "fig, ax = plt.subplots()\n", - "\n", - "fig.set_size_inches(9, 5.5, forward=True)\n", - "fig.set_dpi(200)\n", - "\n", - "# only these two lines are calibration curves\n", - "plt.plot(MQ5_H2, x_MQ5, marker='o', linewidth=1, label='H2')\n", - "plt.plot(MQ5_LPG, x_MQ5, marker='o', linewidth=1, label='LPG')\n", - "plt.plot(MQ5_CH4, x_MQ5, marker='o', linewidth=1, label='CH4')\n", - "plt.plot(MQ5_CO, x_MQ5, marker='o', linewidth=1, label='CO')\n", - "\n", - "\n", - "# reference line, legends, and axis labels\n", - "#line = mlines.Line2D([0, 1], [0, 1], color='black')\n", - "#transform = ax.transAxes\n", - "#line.set_transform(transform)\n", - "#ax.add_line(line)\n", - "plt.yscale('log')\n", - "plt.xscale('log')\n", - "plt.legend()\n", - "\n", - "plt.grid(b=True, which='minor', color='lightgrey', linestyle='--')\n", - "\n", - "fig.suptitle('Calibration plot for MQ-5 data')\n", - "ax.set_xlabel('PPM Concentration')\n", - "ax.set_ylabel('Rs/Ro')\n", - "\n", - "\n", - "#Save image\n", - "plt.savefig('MQ5.svg', format = 'svg', dpi = 1200)\n", - "plt.savefig('MQ5.png')\n", - "plt.savefig('MQ5.eps', format = 'eps', dpi = 1200)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.7.3" - } - }, - "nbformat": 4, - "nbformat_minor": 2 -} diff --git a/Internal_design_documents/Experiments/MQ6.eps b/Internal_design_documents/Experiments/MQ6.eps deleted file mode 100644 index 525c111..0000000 --- a/Internal_design_documents/Experiments/MQ6.eps +++ /dev/null @@ -1,2441 +0,0 @@ -%!PS-Adobe-3.0 EPSF-3.0 -%%Title: MQ6.eps -%%Creator: matplotlib version 3.0.3, http://matplotlib.org/ -%%CreationDate: Wed Jul 3 20:49:28 2019 -%%Orientation: portrait -%%BoundingBox: -18 198 630 594 -%%EndComments -%%BeginProlog -/mpldict 8 dict def -mpldict begin -/m { moveto } bind def -/l { lineto } bind def -/r { rlineto } bind def -/c { curveto } bind def -/cl { closepath } bind def -/box { -m -1 index 0 r -0 exch r -neg 0 r -cl -} bind def -/clipbox { -box -clip -newpath -} bind def -%!PS-Adobe-3.0 Resource-Font -%%Title: DejaVu Sans -%%Copyright: Copyright (c) 2003 by Bitstream, Inc. All Rights Reserved. Copyright (c) 2006 by Tavmjong Bah. All Rights Reserved. DejaVu changes are in public domain -%%Creator: Converted from TrueType to type 3 by PPR -25 dict begin -/_d{bind def}bind def -/_m{moveto}_d -/_l{lineto}_d -/_cl{closepath eofill}_d -/_c{curveto}_d -/_sc{7 -1 roll{setcachedevice}{pop pop pop pop pop pop}ifelse}_d -/_e{exec}_d -/FontName /DejaVuSans def -/PaintType 0 def -/FontMatrix[.001 0 0 .001 0 0]def -/FontBBox[-1021 -463 1793 1232]def -/FontType 3 def -/Encoding [ /space /hyphen /slash /zero /one /two /three /four /six /A /C /G /H /L /M /O /P /Q /R /a /b /c /d /e /f /h /i /l /n /o /p /r /s /t ] def -/FontInfo 10 dict dup begin -/FamilyName (DejaVu Sans) def -/FullName (DejaVu Sans) def -/Notice (Copyright (c) 2003 by Bitstream, Inc. All Rights Reserved. Copyright (c) 2006 by Tavmjong Bah. All Rights Reserved. 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"name": "stdout", - "output_type": "stream", - "text": [ - "Requirement already satisfied: pandas in c:\\programdata\\anaconda3\\lib\\site-packages (0.24.2)\n", - "Requirement already satisfied: pytz>=2011k in c:\\programdata\\anaconda3\\lib\\site-packages (from pandas) (2018.9)\n", - "Requirement already satisfied: python-dateutil>=2.5.0 in c:\\programdata\\anaconda3\\lib\\site-packages (from pandas) (2.8.0)\n", - "Requirement already satisfied: numpy>=1.12.0 in c:\\programdata\\anaconda3\\lib\\site-packages (from pandas) (1.16.2)\n", - "Requirement already satisfied: six>=1.5 in c:\\programdata\\anaconda3\\lib\\site-packages (from python-dateutil>=2.5.0->pandas) (1.12.0)\n", - "Requirement already satisfied: xlrd in c:\\programdata\\anaconda3\\lib\\site-packages (1.2.0)\n", - "Requirement already satisfied: sklearn in c:\\programdata\\anaconda3\\lib\\site-packages (0.0)\n", - "Requirement already satisfied: scikit-learn in c:\\programdata\\anaconda3\\lib\\site-packages (from sklearn) (0.21.2)\n", - "Requirement already satisfied: scipy>=0.17.0 in c:\\programdata\\anaconda3\\lib\\site-packages (from scikit-learn->sklearn) (1.2.1)\n", - "Requirement already satisfied: joblib>=0.11 in c:\\programdata\\anaconda3\\lib\\site-packages (from scikit-learn->sklearn) (0.13.2)\n", - "Requirement already satisfied: numpy>=1.11.0 in c:\\programdata\\anaconda3\\lib\\site-packages (from scikit-learn->sklearn) (1.16.2)\n", - "Requirement already satisfied: imblearn in c:\\programdata\\anaconda3\\lib\\site-packages (0.0)\n", - "Requirement already satisfied: imbalanced-learn in c:\\programdata\\anaconda3\\lib\\site-packages (from imblearn) (0.5.0)\n", - "Requirement already satisfied: joblib>=0.11 in c:\\programdata\\anaconda3\\lib\\site-packages (from imbalanced-learn->imblearn) (0.13.2)\n", - "Requirement already satisfied: scipy>=0.17 in c:\\programdata\\anaconda3\\lib\\site-packages (from imbalanced-learn->imblearn) (1.2.1)\n", - "Requirement already satisfied: numpy>=1.11 in c:\\programdata\\anaconda3\\lib\\site-packages (from imbalanced-learn->imblearn) (1.16.2)\n", - "Requirement already satisfied: scikit-learn>=0.21 in c:\\programdata\\anaconda3\\lib\\site-packages (from imbalanced-learn->imblearn) (0.21.2)\n" - ] - } - ], - "source": [ - "!pip install pandas\n", - "!pip install xlrd\n", - "!pip install sklearn\n", - "!pip install imblearn" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": {}, - "outputs": [], - "source": [ - "import xlrd\n", - "book = xlrd.open_workbook(\"Datasheets info.xlsx\")\n", - "sheetMQ2 = book.sheet_by_name(\"MQ2 - Pololulu\")\n", - "sheetMQ3 = book.sheet_by_name(\"MQ3 - Sparkfun\")\n", - "sheetMQ4 = book.sheet_by_name(\"MQ4 - Sparkfun\")\n", - "sheetMQ5 = book.sheet_by_name(\"MQ5 - Sparkfun\")\n", - "sheetMQ6 = book.sheet_by_name(\"MQ6 - Sparkfun\")\n", - "sheetMQ7 = book.sheet_by_name(\"MQ7 - Sparkfun\")\n", - "sheetMQ8 = book.sheet_by_name(\"MQ8 - Sparkfun\")\n", - "sheetMQ9 = book.sheet_by_name(\"MQ9 - Haoyuelectronics\")\n", - "sheetMQ131 = book.sheet_by_name(\"MQ131- Sensorsportal\")\n", - "sheetMQ135 = book.sheet_by_name(\"MQ135 - HANWEI\")\n", - "sheetMQ303A = book.sheet_by_name(\"MQ303A - HANWEI\")\n", - "sheetMQ309A = book.sheet_by_name(\"MQ309A - HANWEI\")" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "0.1 \t \t \t \t \t \n", - "0.2 \t \t \t \t \t \n", - "0.3 \t 5000.0 \t \t \t \t \n", - "0.4 \t \t \t 5000.0 \t \t \n", - "0.5 \t \t \t \t \t \n", - "0.6 \t \t \t \t \t \n", - "0.7 \t \t \t \t \t \n", - "0.8 \t \t \t \t \t \n", - "0.9 \t \t \t \t \t \n", - "1.0 \t 1000.0 \t \t 2000.0 \t \t \n", - "2.0 \t 200.0 \t 10000.0 \t \t \t \n", - "3.0 \t \t \t \t \t \n", - "4.0 \t \t 400.0 \t \t \t \n", - "5.0 \t \t \t \t \t 3000.0\n", - "6.0 \t \t 200.0 \t \t \t \n", - "7.0 \t \t \t \t 5000.0 \t 400.0\n", - "8.0 \t \t \t \t 1000.0 \t 200.0\n", - "9.0 \t \t \t \t 200.0 \t \n", - "10.0 \t \t \t \t \t \n" - ] - } - ], - "source": [ - "for row_index in range(1,20): #reading first columns\n", - " RsR0, LPG, H2, CH4, CO, Alcohol = sheetMQ6.row_values(row_index, start_colx=0, end_colx=6)\n", - " print(RsR0, \"\t\", LPG, \"\t\", H2, \"\t\", CH4, \"\t\", CO, \"\t\", Alcohol)\n", - " " - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "metadata": {}, - "outputs": [], - "source": [ - "x_MQ6 = sheetMQ6.col_values(0)[2:]\n", - "MQ6_LPG = sheetMQ6.col_values(1)[2:]\n", - "MQ6_H2 = sheetMQ6.col_values(2)[2:]\n", - "MQ6_CH4 = sheetMQ6.col_values(3)[2:]\n", - "MQ6_CO = sheetMQ6.col_values(4)[2:]\n", - "MQ6_Alcohol = sheetMQ6.col_values(5)[2:]" - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "metadata": {}, - "outputs": [], - "source": [ - "def zero_to_nan(values):\n", - " \"\"\"Replace every 0 with 'nan' and return a copy.\"\"\"\n", - " return [float('nan') if x==0 else x for x in values]" - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "metadata": {}, - "outputs": [], - "source": [ - "MQ6_H2 =zero_to_nan(MQ6_H2)\n", - "MQ6_LPG =zero_to_nan(MQ6_LPG)\n", - "MQ6_CH4 =zero_to_nan(MQ6_CH4)\n", - "MQ6_CO =zero_to_nan(MQ6_CO)\n", - "MQ6_Alcohol =zero_to_nan(MQ6_Alcohol)" - ] - }, - { - "cell_type": "code", - "execution_count": 19, - "metadata": { - "scrolled": false - }, - "outputs": [], - "source": [ - "import pandas as pd\n", - "import numpy as np\n", - "from sklearn.datasets import load_iris\n", - "#from sklearn.cross_validation import train_test_split\n", - "from sklearn.tree import DecisionTreeClassifier\n", - "from sklearn import datasets\n", - "from sklearn import linear_model\n", - "\n", - "dataH2 = {'RsRo': x_MQ6, 'H2': MQ6_H2}\n", - "dataLPG = {'RsRo': x_MQ6, 'LPG': MQ6_LPG}\n", - "dataCH4 = {'RsRo': x_MQ6, 'CH4': MQ6_CH4}\n", - "dataCO = {'RsRo': x_MQ6, 'CO': MQ6_CO}\n", - "dataALcohol = {'RsRo': x_MQ6, 'Alcohol': MQ6_Alcohol}\n", - "\n", - "dfMQ6_H2 = pd.DataFrame(dataH2)\n", - "dfMQ6_LPG = pd.DataFrame(dataLPG)\n", - "dfMQ6_CH4 = pd.DataFrame(dataCH4)\n", - "dfMQ6_CO = pd.DataFrame(dataCO)\n", - "dfMQ6_Alcohol = pd.DataFrame(dataALcohol)\n", - "\n", - "dfMQ6_H2['H2'] = pd.to_numeric(dfMQ6_H2['H2'])\n", - "dfMQ6_LPG['LPG'] = pd.to_numeric(dfMQ6_LPG['LPG'])\n", - "dfMQ6_CH4['CH4'] = pd.to_numeric(dfMQ6_CH4['CH4'])\n", - "dfMQ6_CO['CO'] = pd.to_numeric(dfMQ6_CO['CO'])\n", - "dfMQ6_Alcohol['Alcohol'] = pd.to_numeric(dfMQ6_Alcohol['Alcohol'])\n", - "\n", - "dfMQ6_H2['H2'] = dfMQ6_H2['H2'].replace('',None, regex=True)\n", - "dfMQ6_LPG['LPG'] = dfMQ6_LPG['LPG'].replace('',None, regex=True)\n", - "dfMQ6_CH4['CH4'] = dfMQ6_CH4['CH4'].replace('',None, regex=True)\n", - "dfMQ6_CO['CO'] = dfMQ6_CO['CO'].replace('',None, regex=True)\n", - "dfMQ6_Alcohol['Alcohol'] = dfMQ6_Alcohol['Alcohol'].replace('',None, regex=True)\n", - "\n", - "#Global X_Predict variable\n", - "X_Predict = dfMQ6_LPG.RsRo.apply(lambda x: [x]).tolist()" - ] - }, - { - "cell_type": "code", - "execution_count": 21, - "metadata": {}, - "outputs": [], - "source": [ - "#Model and train H2\n", - "dataset2TrainH2 = dfMQ6_H2.copy()\n", - "dataset2TrainH2.dropna(inplace=True)\n", - "X_trainH2 = dataset2TrainH2.RsRo.apply(lambda x: [x]).tolist()\n", - "y_trainH2 = dataset2TrainH2['H2'].tolist()\n", - "model = linear_model.Lasso(alpha=0.1)\n", - "model.fit(X_trainH2, y_trainH2)\n", - "#Predict\n", - "H2_Predicted = model.predict(X_Predict)\n", - "#save into MQ2\n", - "MQ6_H2 = H2_Predicted\n" - ] - }, - { - "cell_type": "code", - "execution_count": 22, - "metadata": {}, - "outputs": [], - "source": [ - "#Model and train LPG\n", - "dataset2TrainLPG = dfMQ6_LPG.copy()\n", - "dataset2TrainLPG.dropna(inplace=True)\n", - "X_trainLPG = dataset2TrainLPG.RsRo.apply(lambda x: [x]).tolist()\n", - "y_trainLPG = dataset2TrainLPG['LPG'].tolist()\n", - "model = linear_model.Lasso(alpha=0.1)\n", - "model.fit(X_trainLPG, y_trainLPG)\n", - "#Predict\n", - "LPG_Predicted = model.predict(X_Predict)\n", - "#save into MQ2\n", - "MQ6_LPG = LPG_Predicted" - ] - }, - { - "cell_type": "code", - "execution_count": 23, - "metadata": {}, - "outputs": [], - "source": [ - "#Model and train CH4\n", - "dataset2TrainCH4 = dfMQ6_CH4.copy()\n", - "dataset2TrainCH4.dropna(inplace=True)\n", - "X_trainCH4 = dataset2TrainCH4.RsRo.apply(lambda x: [x]).tolist()\n", - "y_trainCH4 = dataset2TrainCH4['CH4'].tolist()\n", - "model = linear_model.Lasso(alpha=0.1)\n", - "model.fit(X_trainCH4, y_trainCH4)\n", - "#Predict\n", - "CH4_Predicted = model.predict(X_Predict)\n", - "#save into MQ2\n", - "MQ6_CH4 = CH4_Predicted" - ] - }, - { - "cell_type": "code", - "execution_count": 24, - "metadata": {}, - "outputs": [], - "source": [ - "#Model and train CO\n", - "dataset2TrainCO = dfMQ6_CO.copy()\n", - "dataset2TrainCO.dropna(inplace=True)\n", - "X_trainCO = dataset2TrainCO.RsRo.apply(lambda x: [x]).tolist()\n", - "y_trainCO = dataset2TrainCO['CO'].tolist()\n", - "model = linear_model.Lasso(alpha=0.1)\n", - "model.fit(X_trainCO, y_trainCO)\n", - "#Predict\n", - "CO_Predicted = model.predict(X_Predict)\n", - "#save into MQ2\n", - "MQ6_CO = CO_Predicted" - ] - }, - { - "cell_type": "code", - "execution_count": 25, - "metadata": {}, - "outputs": [], - "source": [ - "#Model and train Alcohol\n", - "dataset2TrainAlcohol = dfMQ6_Alcohol.copy()\n", - "dataset2TrainAlcohol.dropna(inplace=True)\n", - "X_trainAlcohol = dataset2TrainAlcohol.RsRo.apply(lambda x: [x]).tolist()\n", - "y_trainAlcohol = dataset2TrainAlcohol['Alcohol'].tolist()\n", - "model = linear_model.Lasso(alpha=0.1)\n", - "model.fit(X_trainAlcohol, y_trainAlcohol)\n", - "#Predict\n", - "Alcohol_Predicted = model.predict(X_Predict)\n", - "#save into MQ2\n", - "MQ6_Alcohol = Alcohol_Predicted" - ] - }, - { - "cell_type": "code", - "execution_count": 26, - "metadata": {}, - "outputs": [ - { - "data": { - "image/svg+xml": [ - "\r\n", - "\r\n", - "\r\n", - "\r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " 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      " - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "%config InlineBackend.figure_formats = ['svg']\n", - "%matplotlib inline\n", - "import matplotlib.pyplot as plt\n", - "import matplotlib.lines as mlines\n", - "import matplotlib.transforms as mtransforms\n", - "\n", - "fig, ax = plt.subplots()\n", - "\n", - "fig.set_size_inches(9, 5.5, forward=True)\n", - "fig.set_dpi(200)\n", - "\n", - "# only these two lines are calibration curves\n", - "plt.plot(MQ6_H2, x_MQ6, marker='o', linewidth=1, label='H2')\n", - "plt.plot(MQ6_LPG, x_MQ6, marker='o', linewidth=1, label='LPG')\n", - "plt.plot(MQ6_CH4, x_MQ6, marker='o', linewidth=1, label='CH4')\n", - "plt.plot(MQ6_CO, x_MQ6, marker='o', linewidth=1, label='CO')\n", - "plt.plot(MQ6_Alcohol, x_MQ6, marker='o', linewidth=1, label='Alcohol')\n", - "\n", - "\n", - "# reference line, legends, and axis labels\n", - "#line = mlines.Line2D([0, 1], [0, 1], color='black')\n", - "#transform = ax.transAxes\n", - "#line.set_transform(transform)\n", - "#ax.add_line(line)\n", - "plt.yscale('log')\n", - "plt.xscale('log')\n", - "plt.legend()\n", - "\n", - "plt.grid(b=True, which='minor', color='lightgrey', linestyle='--')\n", - "\n", - "fig.suptitle('Calibration plot for MQ-6 data')\n", - "ax.set_xlabel('PPM Concentration')\n", - "ax.set_ylabel('Rs/Ro')\n", - "\n", - "\n", - "#Save image\n", - "plt.savefig('MQ6.svg', format = 'svg', dpi = 1200)\n", - "plt.savefig('MQ6.png')\n", - "plt.savefig('MQ6.eps', format = 'eps', dpi = 1200)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.7.3" - } - }, - "nbformat": 4, - "nbformat_minor": 2 -} diff --git a/Internal_design_documents/Experiments/MQ7.eps b/Internal_design_documents/Experiments/MQ7.eps deleted file mode 100644 index 21a2229..0000000 --- a/Internal_design_documents/Experiments/MQ7.eps +++ /dev/null @@ -1,3548 +0,0 @@ -%!PS-Adobe-3.0 EPSF-3.0 -%%Title: MQ7.eps -%%Creator: matplotlib version 3.0.3, http://matplotlib.org/ -%%CreationDate: Wed Jul 3 20:58:22 2019 -%%Orientation: portrait -%%BoundingBox: -18 198 630 594 -%%EndComments -%%BeginProlog -/mpldict 8 dict def -mpldict begin -/m { moveto } bind def -/l { lineto } bind def -/r { rlineto } bind def -/c { curveto } bind def -/cl { closepath } bind def -/box { -m -1 index 0 r -0 exch r -neg 0 r -cl -} bind def -/clipbox { -box -clip -newpath -} bind def -%!PS-Adobe-3.0 Resource-Font -%%Title: DejaVu Sans -%%Copyright: Copyright (c) 2003 by Bitstream, Inc. 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"cells": [ - { - "cell_type": "code", - "execution_count": 3, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Requirement already satisfied: pandas in c:\\programdata\\anaconda3\\lib\\site-packages (0.24.2)\n", - "Requirement already satisfied: pytz>=2011k in c:\\programdata\\anaconda3\\lib\\site-packages (from pandas) (2018.9)\n", - "Requirement already satisfied: python-dateutil>=2.5.0 in c:\\programdata\\anaconda3\\lib\\site-packages (from pandas) (2.8.0)\n", - "Requirement already satisfied: numpy>=1.12.0 in c:\\programdata\\anaconda3\\lib\\site-packages (from pandas) (1.16.2)\n", - "Requirement already satisfied: six>=1.5 in c:\\programdata\\anaconda3\\lib\\site-packages (from python-dateutil>=2.5.0->pandas) (1.12.0)\n", - "Requirement already satisfied: xlrd in c:\\programdata\\anaconda3\\lib\\site-packages (1.2.0)\n", - "Requirement already satisfied: sklearn in c:\\programdata\\anaconda3\\lib\\site-packages (0.0)\n", - "Requirement already satisfied: scikit-learn in c:\\programdata\\anaconda3\\lib\\site-packages (from sklearn) (0.21.2)\n", - "Requirement already satisfied: scipy>=0.17.0 in c:\\programdata\\anaconda3\\lib\\site-packages (from scikit-learn->sklearn) (1.2.1)\n", - "Requirement already satisfied: joblib>=0.11 in c:\\programdata\\anaconda3\\lib\\site-packages (from scikit-learn->sklearn) (0.13.2)\n", - "Requirement already satisfied: numpy>=1.11.0 in c:\\programdata\\anaconda3\\lib\\site-packages (from scikit-learn->sklearn) (1.16.2)\n", - "Requirement already satisfied: imblearn in c:\\programdata\\anaconda3\\lib\\site-packages (0.0)\n", - "Requirement already satisfied: imbalanced-learn in c:\\programdata\\anaconda3\\lib\\site-packages (from imblearn) (0.5.0)\n", - "Requirement already satisfied: joblib>=0.11 in c:\\programdata\\anaconda3\\lib\\site-packages (from imbalanced-learn->imblearn) (0.13.2)\n", - "Requirement already satisfied: scipy>=0.17 in c:\\programdata\\anaconda3\\lib\\site-packages (from imbalanced-learn->imblearn) (1.2.1)\n", - "Requirement already satisfied: numpy>=1.11 in c:\\programdata\\anaconda3\\lib\\site-packages (from imbalanced-learn->imblearn) (1.16.2)\n", - "Requirement already satisfied: scikit-learn>=0.21 in c:\\programdata\\anaconda3\\lib\\site-packages (from imbalanced-learn->imblearn) (0.21.2)\n" - ] - } - ], - "source": [ - "!pip install pandas\n", - "!pip install xlrd\n", - "!pip install sklearn\n", - "!pip install imblearn" - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "metadata": {}, - "outputs": [], - "source": [ - "import xlrd\n", - "book = xlrd.open_workbook(\"Datasheets info.xlsx\")\n", - "sheetMQ2 = book.sheet_by_name(\"MQ2 - Pololulu\")\n", - "sheetMQ3 = book.sheet_by_name(\"MQ3 - Sparkfun\")\n", - "sheetMQ4 = book.sheet_by_name(\"MQ4 - Sparkfun\")\n", - "sheetMQ5 = book.sheet_by_name(\"MQ5 - Sparkfun\")\n", - "sheetMQ6 = book.sheet_by_name(\"MQ6 - Sparkfun\")\n", - "sheetMQ7 = book.sheet_by_name(\"MQ7 - Sparkfun\")\n", - "sheetMQ8 = book.sheet_by_name(\"MQ8 - Sparkfun\")\n", - "sheetMQ9 = book.sheet_by_name(\"MQ9 - Haoyuelectronics\")\n", - "sheetMQ131 = book.sheet_by_name(\"MQ131- Sensorsportal\")\n", - "sheetMQ135 = book.sheet_by_name(\"MQ135 - HANWEI\")\n", - "sheetMQ303A = book.sheet_by_name(\"MQ303A - HANWEI\")\n", - "sheetMQ309A = book.sheet_by_name(\"MQ309A - HANWEI\")" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "0.01 \t \t \t \t \t \n", - "0.02 \t \t \t \t \t \n", - "0.03 \t \t \t \t \t \n", - "0.04 \t \t \t \t \t \n", - "0.05 \t \t 4000.0 \t \t \t \n", - "0.06 \t \t \t \t \t \n", - "0.07 \t \t \t \t \t \n", - "0.08 \t \t \t \t \t \n", - "0.09 \t \t \t \t 3000.0 \t \n", - "0.1 \t \t \t \t \t \n", - "0.2 \t \t \t \t \t \n", - "0.3 \t \t 400.0 \t \t \t \n", - "0.4 \t \t \t \t 400.0 \t \n", - "0.5 \t \t \t \t \t \n", - "0.6 \t \t \t \t \t \n", - "0.7 \t \t \t \t \t \n", - "0.8 \t \t 100.0 \t \t \t \n", - "0.9 \t \t \t \t \t \n", - "1.0 \t \t \t \t 100.0 \t \n" - ] - } - ], - "source": [ - "for row_index in range(1,20): #reading first columns\n", - " RsR0, CO, H2, LPG, CH4, Alcohol = sheetMQ7.row_values(row_index, start_colx=0, end_colx=6)\n", - " print(RsR0, \"\t\", LPG, \"\t\", H2, \"\t\", CH4, \"\t\", CO, \"\t\", Alcohol)\n", - " " - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "metadata": {}, - "outputs": [], - "source": [ - "x_MQ7 = sheetMQ7.col_values(0)[2:]\n", - "MQ7_CO = sheetMQ7.col_values(1)[2:]\n", - "MQ7_H2 = sheetMQ7.col_values(2)[2:]\n", - "MQ7_LPG = sheetMQ7.col_values(3)[2:]\n", - "MQ7_CH4 = sheetMQ7.col_values(4)[2:]\n", - "MQ7_Alcohol = sheetMQ7.col_values(5)[2:]" - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "metadata": {}, - "outputs": [], - "source": [ - "def zero_to_nan(values):\n", - " \"\"\"Replace every 0 with 'nan' and return a copy.\"\"\"\n", - " return [float('nan') if x==0 else x for x in values]" - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "metadata": {}, - "outputs": [], - "source": [ - "MQ7_H2 =zero_to_nan(MQ7_H2)\n", - "MQ7_LPG =zero_to_nan(MQ7_LPG)\n", - "MQ7_CH4 =zero_to_nan(MQ7_CH4)\n", - "MQ7_CO =zero_to_nan(MQ7_CO)\n", - "MQ7_Alcohol =zero_to_nan(MQ7_Alcohol)" - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "metadata": { - "scrolled": false - }, - "outputs": [], - "source": [ - "import pandas as pd\n", - "import numpy as np\n", - "from sklearn.datasets import load_iris\n", - "#from sklearn.cross_validation import train_test_split\n", - "from sklearn.tree import DecisionTreeClassifier\n", - "from sklearn import datasets\n", - "from sklearn import linear_model\n", - "\n", - "dataH2 = {'RsRo': x_MQ7, 'H2': MQ7_H2}\n", - "dataLPG = {'RsRo': x_MQ7, 'LPG': MQ7_LPG}\n", - "dataCH4 = {'RsRo': x_MQ7, 'CH4': MQ7_CH4}\n", - "dataCO = {'RsRo': x_MQ7, 'CO': MQ7_CO}\n", - "dataALcohol = {'RsRo': x_MQ7, 'Alcohol': MQ7_Alcohol}\n", - "\n", - "dfMQ7_H2 = pd.DataFrame(dataH2)\n", - "dfMQ7_LPG = pd.DataFrame(dataLPG)\n", - "dfMQ7_CH4 = pd.DataFrame(dataCH4)\n", - "dfMQ7_CO = pd.DataFrame(dataCO)\n", - "dfMQ7_Alcohol = pd.DataFrame(dataALcohol)\n", - "\n", - "dfMQ7_H2['H2'] = pd.to_numeric(dfMQ7_H2['H2'])\n", - "dfMQ7_LPG['LPG'] = pd.to_numeric(dfMQ7_LPG['LPG'])\n", - "dfMQ7_CH4['CH4'] = pd.to_numeric(dfMQ7_CH4['CH4'])\n", - "dfMQ7_CO['CO'] = pd.to_numeric(dfMQ7_CO['CO'])\n", - "dfMQ7_Alcohol['Alcohol'] = pd.to_numeric(dfMQ7_Alcohol['Alcohol'])\n", - "\n", - "dfMQ7_H2['H2'] = dfMQ7_H2['H2'].replace('',None, regex=True)\n", - "dfMQ7_LPG['LPG'] = dfMQ7_LPG['LPG'].replace('',None, regex=True)\n", - "dfMQ7_CH4['CH4'] = dfMQ7_CH4['CH4'].replace('',None, regex=True)\n", - "dfMQ7_CO['CO'] = dfMQ7_CO['CO'].replace('',None, regex=True)\n", - "dfMQ7_Alcohol['Alcohol'] = dfMQ7_Alcohol['Alcohol'].replace('',None, regex=True)\n", - "\n", - "#Global X_Predict variable\n", - "X_Predict = dfMQ7_LPG.RsRo.apply(lambda x: [x]).tolist()" - ] - }, - { - "cell_type": "code", - "execution_count": 11, - "metadata": {}, - "outputs": [], - "source": [ - "#Model and train H2\n", - "dataset2TrainH2 = dfMQ7_H2.copy()\n", - "dataset2TrainH2.dropna(inplace=True)\n", - "X_trainH2 = dataset2TrainH2.RsRo.apply(lambda x: [x]).tolist()\n", - "y_trainH2 = dataset2TrainH2['H2'].tolist()\n", - "model = linear_model.Lasso(alpha=0.1)\n", - "model.fit(X_trainH2, y_trainH2)\n", - "#Predict\n", - "H2_Predicted = model.predict(X_Predict)\n", - "#save into MQ2\n", - "MQ7_H2 = H2_Predicted\n" - ] - }, - { - "cell_type": "code", - "execution_count": 12, - "metadata": {}, - "outputs": [], - "source": [ - "#Model and train LPG\n", - "dataset2TrainLPG = dfMQ7_LPG.copy()\n", - "dataset2TrainLPG.dropna(inplace=True)\n", - "X_trainLPG = dataset2TrainLPG.RsRo.apply(lambda x: [x]).tolist()\n", - "y_trainLPG = dataset2TrainLPG['LPG'].tolist()\n", - "model = linear_model.Lasso(alpha=0.1)\n", - "model.fit(X_trainLPG, y_trainLPG)\n", - "#Predict\n", - "LPG_Predicted = model.predict(X_Predict)\n", - "#save into MQ2\n", - "MQ7_LPG = LPG_Predicted" - ] - }, - { - "cell_type": "code", - "execution_count": 13, - "metadata": {}, - "outputs": [], - "source": [ - "#Model and train CH4\n", - "dataset2TrainCH4 = dfMQ7_CH4.copy()\n", - "dataset2TrainCH4.dropna(inplace=True)\n", - "X_trainCH4 = dataset2TrainCH4.RsRo.apply(lambda x: [x]).tolist()\n", - "y_trainCH4 = dataset2TrainCH4['CH4'].tolist()\n", - "model = linear_model.Lasso(alpha=0.1)\n", - "model.fit(X_trainCH4, y_trainCH4)\n", - "#Predict\n", - "CH4_Predicted = model.predict(X_Predict)\n", - "#save into MQ2\n", - "MQ7_CH4 = CH4_Predicted" - ] - }, - { - "cell_type": "code", - "execution_count": 14, - "metadata": {}, - "outputs": [], - "source": [ - "#Model and train CO\n", - "dataset2TrainCO = dfMQ7_CO.copy()\n", - "dataset2TrainCO.dropna(inplace=True)\n", - "X_trainCO = dataset2TrainCO.RsRo.apply(lambda x: [x]).tolist()\n", - "y_trainCO = dataset2TrainCO['CO'].tolist()\n", - "model = linear_model.Lasso(alpha=0.1)\n", - "model.fit(X_trainCO, y_trainCO)\n", - "#Predict\n", - "CO_Predicted = model.predict(X_Predict)\n", - "#save into MQ2\n", - "MQ7_CO = CO_Predicted" - ] - }, - { - "cell_type": "code", - "execution_count": 15, - "metadata": {}, - "outputs": [], - "source": [ - "#Model and train Alcohol\n", - "dataset2TrainAlcohol = dfMQ7_Alcohol.copy()\n", - "dataset2TrainAlcohol.dropna(inplace=True)\n", - "X_trainAlcohol = dataset2TrainAlcohol.RsRo.apply(lambda x: [x]).tolist()\n", - "y_trainAlcohol = dataset2TrainAlcohol['Alcohol'].tolist()\n", - "model = linear_model.Lasso(alpha=0.1)\n", - "model.fit(X_trainAlcohol, y_trainAlcohol)\n", - "#Predict\n", - "Alcohol_Predicted = model.predict(X_Predict)\n", - "#save into MQ2\n", - "MQ7_Alcohol = Alcohol_Predicted" - ] - }, - { - "cell_type": "code", - "execution_count": 17, - "metadata": {}, - "outputs": [ - { - "data": { - "image/svg+xml": [ - "\r\n", - "\r\n", 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      " - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "%config InlineBackend.figure_formats = ['svg']\n", - "%matplotlib inline\n", - "import matplotlib.pyplot as plt\n", - "import matplotlib.lines as mlines\n", - "import matplotlib.transforms as mtransforms\n", - "\n", - "fig, ax = plt.subplots()\n", - "\n", - "fig.set_size_inches(9, 5.5, forward=True)\n", - "fig.set_dpi(200)\n", - "\n", - "# only these two lines are calibration curves\n", - "plt.plot(MQ7_H2, x_MQ7, marker='o', linewidth=1, label='H2')\n", - "plt.plot(MQ7_LPG, x_MQ7, marker='o', linewidth=1, label='LPG')\n", - "plt.plot(MQ7_CH4, x_MQ7, marker='o', linewidth=1, label='CH4')\n", - "plt.plot(MQ7_CO, x_MQ7, marker='o', linewidth=1, label='CO')\n", - "plt.plot(MQ7_Alcohol, x_MQ7, marker='o', linewidth=1, label='Alcohol')\n", - "\n", - "\n", - "# reference line, legends, and axis labels\n", - "#line = mlines.Line2D([0, 1], [0, 1], color='black')\n", - "#transform = ax.transAxes\n", - "#line.set_transform(transform)\n", - "#ax.add_line(line)\n", - "plt.yscale('log')\n", - "plt.xscale('log')\n", - "plt.legend()\n", - "\n", - "plt.grid(b=True, which='minor', color='lightgrey', linestyle='--')\n", - "\n", - "fig.suptitle('Calibration plot for MQ-7 data')\n", - "ax.set_xlabel('PPM Concentration')\n", - "ax.set_ylabel('Rs/Ro')\n", - "\n", - "\n", - "#Save image\n", - "plt.savefig('MQ7.svg', format = 'svg', dpi = 1200)\n", - "plt.savefig('MQ7.png')\n", - "plt.savefig('MQ7.eps', format = 'eps', dpi = 1200)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.7.3" - } - }, - "nbformat": 4, - "nbformat_minor": 2 -} diff --git a/Internal_design_documents/Experiments/MQ8.eps b/Internal_design_documents/Experiments/MQ8.eps deleted file mode 100644 index 55430d9..0000000 --- a/Internal_design_documents/Experiments/MQ8.eps +++ /dev/null @@ -1,3999 +0,0 @@ -%!PS-Adobe-3.0 EPSF-3.0 -%%Title: MQ8.eps -%%Creator: matplotlib version 3.0.3, http://matplotlib.org/ -%%CreationDate: Wed Jul 3 21:04:01 2019 -%%Orientation: portrait -%%BoundingBox: -18 198 630 594 -%%EndComments -%%BeginProlog -/mpldict 8 dict def -mpldict begin -/m { moveto } bind def -/l { lineto } bind def -/r { rlineto } bind def -/c { curveto } bind def -/cl { closepath } bind def -/box { -m -1 index 0 r -0 exch r -neg 0 r -cl -} bind def -/clipbox { -box -clip -newpath -} bind def -%!PS-Adobe-3.0 Resource-Font -%%Title: DejaVu Sans -%%Copyright: Copyright (c) 2003 by Bitstream, Inc. All Rights Reserved. Copyright (c) 2006 by Tavmjong Bah. All Rights Reserved. DejaVu changes are in public domain -%%Creator: Converted from TrueType to type 3 by PPR -25 dict begin -/_d{bind def}bind def -/_m{moveto}_d -/_l{lineto}_d -/_cl{closepath eofill}_d -/_c{curveto}_d -/_sc{7 -1 roll{setcachedevice}{pop pop pop pop pop pop}ifelse}_d -/_e{exec}_d -/FontName /DejaVuSans def -/PaintType 0 def -/FontMatrix[.001 0 0 .001 0 0]def -/FontBBox[-1021 -463 1793 1232]def -/FontType 3 def -/Encoding [ /space /hyphen /slash /zero /one /two /three /four /eight /A /C /G /H /L /M /O /P /Q /R /a /b /c /d /e /f /h /i /l /n /o /p /r /s /t /minus ] def -/FontInfo 10 dict dup begin -/FamilyName (DejaVu Sans) def -/FullName (DejaVu Sans) def -/Notice (Copyright (c) 2003 by Bitstream, Inc. All Rights Reserved. Copyright (c) 2006 by Tavmjong Bah. All Rights Reserved. DejaVu changes are in public domain ) def -/Weight (Book) def -/Version (Version 2.35) def -/ItalicAngle 0.0 def -/isFixedPitch false def -/UnderlinePosition -130 def -/UnderlineThickness 90 def -end readonly def -/CharStrings 36 dict dup begin -/.notdef 0 def -/space{318 0 0 0 0 0 _sc -}_d -/hyphen{361 0 49 234 312 314 _sc -49 314 _m -312 314 _l -312 234 _l -49 234 _l -49 314 _l -_cl}_d -/slash{337 0 0 -92 337 729 _sc -254 729 _m -337 729 _l -83 -92 _l -0 -92 _l -254 729 _l -_cl}_d -/zero{636 0 66 -13 570 742 _sc -318 664 _m -267 664 229 639 203 589 _c -177 539 165 464 165 364 _c -165 264 177 189 203 139 _c -229 89 267 64 318 64 _c -369 64 407 89 433 139 _c -458 189 471 264 471 364 _c -471 464 458 539 433 589 _c -407 639 369 664 318 664 _c -318 742 _m -399 742 461 709 505 645 _c -548 580 570 486 570 364 _c -570 241 548 147 505 83 _c -461 19 399 -13 318 -13 _c -236 -13 173 19 130 83 _c -87 147 66 241 66 364 _c -66 486 87 580 130 645 _c -173 709 236 742 318 742 _c -_cl}_d -/one{636 0 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a/Internal_design_documents/Experiments/MQ8_Regression.ipynb +++ /dev/null @@ -1,2605 +0,0 @@ -{ - "cells": [ - { - "cell_type": "code", - "execution_count": 3, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Requirement already satisfied: pandas in c:\\programdata\\anaconda3\\lib\\site-packages (0.24.2)\n", - "Requirement already satisfied: pytz>=2011k in c:\\programdata\\anaconda3\\lib\\site-packages (from pandas) (2018.9)\n", - "Requirement already satisfied: python-dateutil>=2.5.0 in c:\\programdata\\anaconda3\\lib\\site-packages (from pandas) (2.8.0)\n", - "Requirement already satisfied: numpy>=1.12.0 in c:\\programdata\\anaconda3\\lib\\site-packages (from pandas) (1.16.2)\n", - "Requirement already satisfied: six>=1.5 in c:\\programdata\\anaconda3\\lib\\site-packages (from python-dateutil>=2.5.0->pandas) (1.12.0)\n", - "Requirement already satisfied: xlrd in c:\\programdata\\anaconda3\\lib\\site-packages (1.2.0)\n", - "Requirement already satisfied: sklearn in c:\\programdata\\anaconda3\\lib\\site-packages (0.0)\n", - "Requirement already satisfied: scikit-learn in c:\\programdata\\anaconda3\\lib\\site-packages (from sklearn) (0.21.2)\n", - "Requirement already satisfied: scipy>=0.17.0 in c:\\programdata\\anaconda3\\lib\\site-packages (from scikit-learn->sklearn) (1.2.1)\n", - "Requirement already satisfied: joblib>=0.11 in c:\\programdata\\anaconda3\\lib\\site-packages (from scikit-learn->sklearn) (0.13.2)\n", - "Requirement already satisfied: numpy>=1.11.0 in c:\\programdata\\anaconda3\\lib\\site-packages (from scikit-learn->sklearn) (1.16.2)\n", - "Requirement already satisfied: imblearn in c:\\programdata\\anaconda3\\lib\\site-packages (0.0)\n", - "Requirement already satisfied: imbalanced-learn in c:\\programdata\\anaconda3\\lib\\site-packages (from imblearn) (0.5.0)\n", - "Requirement already satisfied: joblib>=0.11 in c:\\programdata\\anaconda3\\lib\\site-packages (from imbalanced-learn->imblearn) (0.13.2)\n", - "Requirement already satisfied: scipy>=0.17 in c:\\programdata\\anaconda3\\lib\\site-packages (from imbalanced-learn->imblearn) (1.2.1)\n", - "Requirement already satisfied: numpy>=1.11 in c:\\programdata\\anaconda3\\lib\\site-packages (from imbalanced-learn->imblearn) (1.16.2)\n", - "Requirement already satisfied: scikit-learn>=0.21 in c:\\programdata\\anaconda3\\lib\\site-packages (from imbalanced-learn->imblearn) (0.21.2)\n" - ] - } - ], - "source": [ - "!pip install pandas\n", - "!pip install xlrd\n", - "!pip install sklearn\n", - "!pip install imblearn" - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "metadata": {}, - "outputs": [], - "source": [ - "import xlrd\n", - "book = xlrd.open_workbook(\"Datasheets info.xlsx\")\n", - "sheetMQ2 = book.sheet_by_name(\"MQ2 - Pololulu\")\n", - "sheetMQ3 = book.sheet_by_name(\"MQ3 - Sparkfun\")\n", - "sheetMQ4 = book.sheet_by_name(\"MQ4 - Sparkfun\")\n", - "sheetMQ5 = book.sheet_by_name(\"MQ5 - Sparkfun\")\n", - "sheetMQ6 = book.sheet_by_name(\"MQ6 - Sparkfun\")\n", - "sheetMQ7 = book.sheet_by_name(\"MQ7 - Sparkfun\")\n", - "sheetMQ8 = book.sheet_by_name(\"MQ8 - Sparkfun\")\n", - "sheetMQ9 = book.sheet_by_name(\"MQ9 - Haoyuelectronics\")\n", - "sheetMQ131 = book.sheet_by_name(\"MQ131- Sensorsportal\")\n", - "sheetMQ135 = book.sheet_by_name(\"MQ135 - HANWEI\")\n", - "sheetMQ303A = book.sheet_by_name(\"MQ303A - HANWEI\")\n", - "sheetMQ309A = book.sheet_by_name(\"MQ309A - HANWEI\")" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "0.01 \t \t \t \t \t \n", - "0.02 \t \t \t \t \t \n", - "0.03 \t \t \t \t \t \n", - "0.04 \t \t \t \t \t \n", - "0.05 \t \t \t \t \t \n", - "0.06 \t \t \t \t \t \n", - "0.07 \t \t \t \t \t \n", - "0.08 \t \t \t \t \t \n", - "0.09 \t \t \t \t \t \n", - "0.1 \t \t 5000.0 \t \t \t \n", - "0.2 \t \t \t \t \t \n", - "0.3 \t \t \t \t \t \n", - "0.4 \t \t \t \t \t \n", - "0.5 \t \t \t \t \t \n", - "0.6 \t \t \t \t \t \n", - "0.7 \t \t \t \t \t \n", - "0.8 \t \t \t \t \t \n", - "0.9 \t \t \t \t \t \n", - "1.0 \t \t 1000.0 \t \t \t \n" - ] - } - ], - "source": [ - "for row_index in range(1,20): #reading first columns\n", - " RsR0, H2, LPG, CH4, CO, Alcohol = sheetMQ8.row_values(row_index, start_colx=0, end_colx=6)\n", - " print(RsR0, \"\t\", LPG, \"\t\", H2, \"\t\", CH4, \"\t\", CO, \"\t\", Alcohol)\n", - " " - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "metadata": {}, - "outputs": [], - "source": [ - "x_MQ8 = sheetMQ8.col_values(0)[2:]\n", - "MQ8_H2 = sheetMQ8.col_values(1)[2:]\n", - "MQ8_LPG = sheetMQ8.col_values(2)[2:]\n", - "MQ8_CH4 = sheetMQ8.col_values(3)[2:]\n", - "MQ8_CO = sheetMQ8.col_values(4)[2:]\n", - "MQ8_Alcohol = sheetMQ8.col_values(5)[2:]" - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "metadata": {}, - "outputs": [], - "source": [ - "def zero_to_nan(values):\n", - " \"\"\"Replace every 0 with 'nan' and return a copy.\"\"\"\n", - " return [float('nan') if x==0 else x for x in values]" - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "metadata": {}, - "outputs": [], - "source": [ - "MQ8_H2 =zero_to_nan(MQ8_H2)\n", - "MQ8_LPG =zero_to_nan(MQ8_LPG)\n", - "MQ8_CH4 =zero_to_nan(MQ8_CH4)\n", - "MQ8_CO =zero_to_nan(MQ8_CO)\n", - "MQ8_Alcohol =zero_to_nan(MQ8_Alcohol)" - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "metadata": { - "scrolled": false - }, - "outputs": [], - "source": [ - "import pandas as pd\n", - "import numpy as np\n", - "from sklearn.datasets import load_iris\n", - "#from sklearn.cross_validation import train_test_split\n", - "from sklearn.tree import DecisionTreeClassifier\n", - "from sklearn import datasets\n", - "from sklearn import linear_model\n", - "\n", - "dataH2 = {'RsRo': x_MQ8, 'H2': MQ8_H2}\n", - "dataLPG = {'RsRo': x_MQ8, 'LPG': MQ8_LPG}\n", - "dataCH4 = {'RsRo': x_MQ8, 'CH4': MQ8_CH4}\n", - "dataCO = {'RsRo': x_MQ8, 'CO': MQ8_CO}\n", - "dataALcohol = {'RsRo': x_MQ8, 'Alcohol': MQ8_Alcohol}\n", - "\n", - "dfMQ8_H2 = pd.DataFrame(dataH2)\n", - "dfMQ8_LPG = pd.DataFrame(dataLPG)\n", - "dfMQ8_CH4 = pd.DataFrame(dataCH4)\n", - "dfMQ8_CO = pd.DataFrame(dataCO)\n", - "dfMQ8_Alcohol = pd.DataFrame(dataALcohol)\n", - "\n", - "dfMQ8_H2['H2'] = pd.to_numeric(dfMQ8_H2['H2'])\n", - "dfMQ8_LPG['LPG'] = pd.to_numeric(dfMQ8_LPG['LPG'])\n", - "dfMQ8_CH4['CH4'] = pd.to_numeric(dfMQ8_CH4['CH4'])\n", - "dfMQ8_CO['CO'] = pd.to_numeric(dfMQ8_CO['CO'])\n", - "dfMQ8_Alcohol['Alcohol'] = pd.to_numeric(dfMQ8_Alcohol['Alcohol'])\n", - "\n", - "dfMQ8_H2['H2'] = dfMQ8_H2['H2'].replace('',None, regex=True)\n", - "dfMQ8_LPG['LPG'] = dfMQ8_LPG['LPG'].replace('',None, regex=True)\n", - "dfMQ8_CH4['CH4'] = dfMQ8_CH4['CH4'].replace('',None, regex=True)\n", - "dfMQ8_CO['CO'] = dfMQ8_CO['CO'].replace('',None, regex=True)\n", - "dfMQ8_Alcohol['Alcohol'] = dfMQ8_Alcohol['Alcohol'].replace('',None, regex=True)\n", - "\n", - "#Global X_Predict variable\n", - "X_Predict = dfMQ8_LPG.RsRo.apply(lambda x: [x]).tolist()" - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "metadata": {}, - "outputs": [], - "source": [ - "#Model and train H2\n", - "dataset2TrainH2 = dfMQ8_H2.copy()\n", - "dataset2TrainH2.dropna(inplace=True)\n", - "X_trainH2 = dataset2TrainH2.RsRo.apply(lambda x: [x]).tolist()\n", - "y_trainH2 = dataset2TrainH2['H2'].tolist()\n", - "model = linear_model.Lasso(alpha=0.1)\n", - "model.fit(X_trainH2, y_trainH2)\n", - "#Predict\n", - "H2_Predicted = model.predict(X_Predict)\n", - "#save into MQ2\n", - "MQ8_H2 = H2_Predicted\n" - ] - }, - { - "cell_type": "code", - "execution_count": 11, - "metadata": {}, - "outputs": [], - "source": [ - "#Model and train LPG\n", - "dataset2TrainLPG = dfMQ8_LPG.copy()\n", - "dataset2TrainLPG.dropna(inplace=True)\n", - "X_trainLPG = dataset2TrainLPG.RsRo.apply(lambda x: [x]).tolist()\n", - "y_trainLPG = dataset2TrainLPG['LPG'].tolist()\n", - "model = linear_model.Lasso(alpha=0.1)\n", - "model.fit(X_trainLPG, y_trainLPG)\n", - "#Predict\n", - "LPG_Predicted = model.predict(X_Predict)\n", - "#save into MQ2\n", - "MQ8_LPG = LPG_Predicted" - ] - }, - { - "cell_type": "code", - "execution_count": 12, - "metadata": {}, - "outputs": [], - "source": [ - "#Model and train CH4\n", - "dataset2TrainCH4 = dfMQ8_CH4.copy()\n", - "dataset2TrainCH4.dropna(inplace=True)\n", - "X_trainCH4 = dataset2TrainCH4.RsRo.apply(lambda x: [x]).tolist()\n", - "y_trainCH4 = dataset2TrainCH4['CH4'].tolist()\n", - "model = linear_model.Lasso(alpha=0.1)\n", - "model.fit(X_trainCH4, y_trainCH4)\n", - "#Predict\n", - "CH4_Predicted = model.predict(X_Predict)\n", - "#save into MQ2\n", - "MQ8_CH4 = CH4_Predicted" - ] - }, - { - "cell_type": "code", - "execution_count": 13, - "metadata": {}, - "outputs": [], - "source": [ - "#Model and train CO\n", - "dataset2TrainCO = dfMQ8_CO.copy()\n", - "dataset2TrainCO.dropna(inplace=True)\n", - "X_trainCO = dataset2TrainCO.RsRo.apply(lambda x: [x]).tolist()\n", - "y_trainCO = dataset2TrainCO['CO'].tolist()\n", - "model = linear_model.Lasso(alpha=0.1)\n", - "model.fit(X_trainCO, y_trainCO)\n", - "#Predict\n", - "CO_Predicted = model.predict(X_Predict)\n", - "#save into MQ2\n", - "MQ8_CO = CO_Predicted" - ] - }, - { - "cell_type": "code", - "execution_count": 14, - "metadata": {}, - "outputs": [], - "source": [ - "#Model and train Alcohol\n", - "dataset2TrainAlcohol = dfMQ8_Alcohol.copy()\n", - "dataset2TrainAlcohol.dropna(inplace=True)\n", - "X_trainAlcohol = dataset2TrainAlcohol.RsRo.apply(lambda x: [x]).tolist()\n", - "y_trainAlcohol = dataset2TrainAlcohol['Alcohol'].tolist()\n", - "model = linear_model.Lasso(alpha=0.1)\n", - "model.fit(X_trainAlcohol, y_trainAlcohol)\n", - "#Predict\n", - "Alcohol_Predicted = model.predict(X_Predict)\n", - "#save into MQ2\n", - "MQ8_Alcohol = Alcohol_Predicted" - ] - }, - { - "cell_type": "code", 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      " - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "%config InlineBackend.figure_formats = ['svg']\n", - "%matplotlib inline\n", - "import matplotlib.pyplot as plt\n", - "import matplotlib.lines as mlines\n", - "import matplotlib.transforms as mtransforms\n", - "\n", - "fig, ax = plt.subplots()\n", - "\n", - "fig.set_size_inches(9, 5.5, forward=True)\n", - "fig.set_dpi(200)\n", - "\n", - "# only these two lines are calibration curves\n", - "plt.plot(MQ8_H2, x_MQ8, marker='o', linewidth=1, label='H2')\n", - "plt.plot(MQ8_LPG, x_MQ8, marker='o', linewidth=1, label='LPG')\n", - "plt.plot(MQ8_CH4, x_MQ8, marker='o', linewidth=1, label='CH4')\n", - "plt.plot(MQ8_CO, x_MQ8, marker='o', linewidth=1, label='CO')\n", - "plt.plot(MQ8_Alcohol, x_MQ8, marker='o', linewidth=1, label='Alcohol')\n", - "\n", - "\n", - "# reference line, legends, and axis labels\n", - "#line = mlines.Line2D([0, 1], [0, 1], color='black')\n", - "#transform = ax.transAxes\n", - "#line.set_transform(transform)\n", - "#ax.add_line(line)\n", - "plt.yscale('log')\n", - "plt.xscale('log')\n", - "plt.legend()\n", - "\n", - "plt.grid(b=True, which='minor', color='lightgrey', linestyle='--')\n", - "\n", - "fig.suptitle('Calibration plot for MQ-8 data')\n", - "ax.set_xlabel('PPM Concentration')\n", - "ax.set_ylabel('Rs/Ro')\n", - "\n", - "\n", - "#Save image\n", - "plt.savefig('MQ8.svg', format = 'svg', dpi = 1200)\n", - "plt.savefig('MQ8.png')\n", - "plt.savefig('MQ8.eps', format = 'eps', dpi = 1200)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.7.3" - } - }, - "nbformat": 4, - "nbformat_minor": 2 -} diff --git a/Internal_design_documents/Experiments/MQ9.eps b/Internal_design_documents/Experiments/MQ9.eps deleted file mode 100644 index cb0e350..0000000 --- a/Internal_design_documents/Experiments/MQ9.eps +++ /dev/null @@ -1,2114 +0,0 @@ -%!PS-Adobe-3.0 EPSF-3.0 -%%Title: MQ9.eps -%%Creator: matplotlib version 3.0.3, http://matplotlib.org/ -%%CreationDate: Wed Jul 3 21:09:12 2019 -%%Orientation: portrait -%%BoundingBox: -18 198 630 594 -%%EndComments -%%BeginProlog -/mpldict 8 dict def -mpldict begin -/m { moveto } bind def -/l { lineto } bind def -/r { rlineto } bind def -/c { curveto } bind def -/cl { closepath } bind def -/box { -m -1 index 0 r -0 exch r -neg 0 r -cl -} bind def -/clipbox { -box -clip -newpath -} bind def -%!PS-Adobe-3.0 Resource-Font -%%Title: DejaVu Sans -%%Copyright: Copyright (c) 2003 by Bitstream, Inc. All Rights Reserved. Copyright (c) 2006 by Tavmjong Bah. All Rights Reserved. DejaVu changes are in public domain -%%Creator: Converted from TrueType to type 3 by PPR -25 dict begin -/_d{bind def}bind def -/_m{moveto}_d -/_l{lineto}_d -/_cl{closepath eofill}_d -/_c{curveto}_d -/_sc{7 -1 roll{setcachedevice}{pop pop pop pop pop pop}ifelse}_d -/_e{exec}_d -/FontName /DejaVuSans def -/PaintType 0 def -/FontMatrix[.001 0 0 .001 0 0]def -/FontBBox[-1021 -463 1793 1232]def -/FontType 3 def -/Encoding [ /space /hyphen /slash /zero /one /three /four /nine /C /G /H /L /M /O /P /Q /R /a /b /c /d /e /f /i /l /n /o /p /r /s /t ] def -/FontInfo 10 dict dup begin -/FamilyName (DejaVu Sans) def -/FullName (DejaVu Sans) def -/Notice (Copyright (c) 2003 by Bitstream, Inc. All Rights Reserved. Copyright (c) 2006 by Tavmjong Bah. All Rights Reserved. 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c:\\programdata\\anaconda3\\lib\\site-packages (from pandas) (2.8.0)\n", - "Requirement already satisfied: numpy>=1.12.0 in c:\\programdata\\anaconda3\\lib\\site-packages (from pandas) (1.16.2)\n", - "Requirement already satisfied: six>=1.5 in c:\\programdata\\anaconda3\\lib\\site-packages (from python-dateutil>=2.5.0->pandas) (1.12.0)\n", - "Requirement already satisfied: xlrd in c:\\programdata\\anaconda3\\lib\\site-packages (1.2.0)\n", - "Requirement already satisfied: sklearn in c:\\programdata\\anaconda3\\lib\\site-packages (0.0)\n", - "Requirement already satisfied: scikit-learn in c:\\programdata\\anaconda3\\lib\\site-packages (from sklearn) (0.21.2)\n", - "Requirement already satisfied: scipy>=0.17.0 in c:\\programdata\\anaconda3\\lib\\site-packages (from scikit-learn->sklearn) (1.2.1)\n", - "Requirement already satisfied: joblib>=0.11 in c:\\programdata\\anaconda3\\lib\\site-packages (from scikit-learn->sklearn) (0.13.2)\n", - "Requirement already satisfied: numpy>=1.11.0 in c:\\programdata\\anaconda3\\lib\\site-packages (from scikit-learn->sklearn) (1.16.2)\n", - "Requirement already satisfied: imblearn in c:\\programdata\\anaconda3\\lib\\site-packages (0.0)\n", - "Requirement already satisfied: imbalanced-learn in c:\\programdata\\anaconda3\\lib\\site-packages (from imblearn) (0.5.0)\n", - "Requirement already satisfied: joblib>=0.11 in c:\\programdata\\anaconda3\\lib\\site-packages (from imbalanced-learn->imblearn) (0.13.2)\n", - "Requirement already satisfied: scipy>=0.17 in c:\\programdata\\anaconda3\\lib\\site-packages (from imbalanced-learn->imblearn) (1.2.1)\n", - "Requirement already satisfied: numpy>=1.11 in c:\\programdata\\anaconda3\\lib\\site-packages (from imbalanced-learn->imblearn) (1.16.2)\n", - "Requirement already satisfied: scikit-learn>=0.21 in c:\\programdata\\anaconda3\\lib\\site-packages (from imbalanced-learn->imblearn) (0.21.2)\n" - ] - } - ], - "source": [ - "!pip install pandas\n", - "!pip install xlrd\n", - "!pip install sklearn\n", - "!pip install imblearn" - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "metadata": {}, - "outputs": [], - "source": [ - "import xlrd\n", - "book = xlrd.open_workbook(\"Datasheets info.xlsx\")\n", - "sheetMQ2 = book.sheet_by_name(\"MQ2 - Pololulu\")\n", - "sheetMQ3 = book.sheet_by_name(\"MQ3 - Sparkfun\")\n", - "sheetMQ4 = book.sheet_by_name(\"MQ4 - Sparkfun\")\n", - "sheetMQ5 = book.sheet_by_name(\"MQ5 - Sparkfun\")\n", - "sheetMQ6 = book.sheet_by_name(\"MQ6 - Sparkfun\")\n", - "sheetMQ7 = book.sheet_by_name(\"MQ7 - Sparkfun\")\n", - "sheetMQ8 = book.sheet_by_name(\"MQ8 - Sparkfun\")\n", - "sheetMQ9 = book.sheet_by_name(\"MQ9 - Haoyuelectronics\")\n", - "sheetMQ131 = book.sheet_by_name(\"MQ131- Sensorsportal\")\n", - "sheetMQ135 = book.sheet_by_name(\"MQ135 - HANWEI\")\n", - "sheetMQ303A = book.sheet_by_name(\"MQ303A - HANWEI\")\n", - "sheetMQ309A = book.sheet_by_name(\"MQ309A - HANWEI\")" - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "0.1 \t \t \t \n", - "0.2 \t \t \t \n", - "0.3 \t \t \t \n", - "0.4 \t \t \t \n", - "0.5 \t \t \t \n", - "0.6 \t 3000.0 \t \t \n", - "0.7 \t \t \t 1000.0\n", - "0.8 \t \t 1000.0 \t \n", - "0.9 \t \t 800.0 \t 5000.0\n", - "1.0 \t 1000.0 \t \t \n", - "2.0 \t 200.0 \t 200.0 \t \n", - "3.0 \t \t \t 200.0\n", - "4.0 \t \t \t \n", - "5.0 \t \t \t \n", - "6.0 \t \t \t \n", - "7.0 \t \t \t \n", - "8.0 \t \t \t \n", - "9.0 \t \t \t \n", - "10.0 \t \t \t \n" - ] - } - ], - "source": [ - "for row_index in range(1,20): #reading first columns\n", - " RsR0, LPG, CO, CH4 = sheetMQ9.row_values(row_index, start_colx=0, end_colx=4)\n", - " print(RsR0, \"\t\", LPG, \"\t\", CO, \"\t\", CH4)\n", - " " - ] - }, - { - "cell_type": "code", - "execution_count": 11, - "metadata": {}, - "outputs": [], - "source": [ - "x_MQ9 = sheetMQ9.col_values(0)[2:]\n", - "MQ9_LPG = sheetMQ9.col_values(1)[2:]\n", - "MQ9_CO = sheetMQ9.col_values(2)[2:]\n", - "MQ9_CH4 = sheetMQ9.col_values(3)[2:]" - ] - }, - { - "cell_type": "code", - "execution_count": 12, - "metadata": {}, - "outputs": [], - "source": [ - "def zero_to_nan(values):\n", - " \"\"\"Replace every 0 with 'nan' and return a copy.\"\"\"\n", - " return [float('nan') if x==0 else x for x in values]" - ] - }, - { - "cell_type": "code", - "execution_count": 13, - "metadata": {}, - "outputs": [], - "source": [ - "MQ9_LPG =zero_to_nan(MQ9_LPG)\n", - "MQ9_CH4 =zero_to_nan(MQ9_CH4)\n", - "MQ9_CO =zero_to_nan(MQ9_CO)" - ] - }, - { - "cell_type": "code", - "execution_count": 14, - "metadata": { - "scrolled": false - }, - "outputs": [], - "source": [ - "import pandas as pd\n", - "import numpy as np\n", - "from sklearn.datasets import load_iris\n", - "#from sklearn.cross_validation import train_test_split\n", - "from sklearn.tree import DecisionTreeClassifier\n", - "from sklearn import datasets\n", - "from sklearn import linear_model\n", - "\n", - "dataLPG = {'RsRo': x_MQ9, 'LPG': MQ9_LPG}\n", - "dataCH4 = {'RsRo': x_MQ9, 'CH4': MQ9_CH4}\n", - "dataCO = {'RsRo': x_MQ9, 'CO': MQ9_CO}\n", - "\n", - "dfMQ9_LPG = pd.DataFrame(dataLPG)\n", - "dfMQ9_CH4 = pd.DataFrame(dataCH4)\n", - "dfMQ9_CO = pd.DataFrame(dataCO)\n", - "\n", - "dfMQ9_LPG['LPG'] = pd.to_numeric(dfMQ9_LPG['LPG'])\n", - "dfMQ9_CH4['CH4'] = pd.to_numeric(dfMQ9_CH4['CH4'])\n", - "dfMQ9_CO['CO'] = pd.to_numeric(dfMQ9_CO['CO'])\n", - "\n", - "dfMQ9_LPG['LPG'] = dfMQ9_LPG['LPG'].replace('',None, regex=True)\n", - "dfMQ9_CH4['CH4'] = dfMQ9_CH4['CH4'].replace('',None, regex=True)\n", - "dfMQ9_CO['CO'] = dfMQ9_CO['CO'].replace('',None, regex=True)\n", - "\n", - "#Global X_Predict variable\n", - "X_Predict = dfMQ9_LPG.RsRo.apply(lambda x: [x]).tolist()" - ] - }, - { - "cell_type": "code", - "execution_count": 15, - "metadata": {}, - "outputs": [], - "source": [ - "#Model and train LPG\n", - "dataset2TrainLPG = dfMQ9_LPG.copy()\n", - "dataset2TrainLPG.dropna(inplace=True)\n", - "X_trainLPG = dataset2TrainLPG.RsRo.apply(lambda x: [x]).tolist()\n", - "y_trainLPG = dataset2TrainLPG['LPG'].tolist()\n", - "model = linear_model.Lasso(alpha=0.1)\n", - "model.fit(X_trainLPG, y_trainLPG)\n", - "#Predict\n", - "LPG_Predicted = model.predict(X_Predict)\n", - "#save into MQ2\n", - "MQ9_LPG = LPG_Predicted" - ] - }, - { - "cell_type": "code", - "execution_count": 16, - "metadata": {}, - "outputs": [], - "source": [ - "#Model and train CH4\n", - "dataset2TrainCH4 = dfMQ9_CH4.copy()\n", - "dataset2TrainCH4.dropna(inplace=True)\n", - "X_trainCH4 = dataset2TrainCH4.RsRo.apply(lambda x: [x]).tolist()\n", - "y_trainCH4 = dataset2TrainCH4['CH4'].tolist()\n", - "model = linear_model.Lasso(alpha=0.1)\n", - "model.fit(X_trainCH4, y_trainCH4)\n", - "#Predict\n", - "CH4_Predicted = model.predict(X_Predict)\n", - "#save into MQ2\n", - "MQ9_CH4 = CH4_Predicted" - ] - }, - { - "cell_type": "code", - "execution_count": 17, - "metadata": {}, - "outputs": [], - "source": [ - "#Model and train CO\n", - "dataset2TrainCO = dfMQ9_CO.copy()\n", - "dataset2TrainCO.dropna(inplace=True)\n", - "X_trainCO = dataset2TrainCO.RsRo.apply(lambda x: [x]).tolist()\n", - "y_trainCO = dataset2TrainCO['CO'].tolist()\n", - "model = linear_model.Lasso(alpha=0.1)\n", - "model.fit(X_trainCO, y_trainCO)\n", - "#Predict\n", - "CO_Predicted = model.predict(X_Predict)\n", - "#save into MQ2\n", - "MQ9_CO = CO_Predicted" - ] - }, - { - "cell_type": "code", - "execution_count": 18, - "metadata": {}, - "outputs": [ - { - "data": { - "image/svg+xml": [ - "\r\n", - "\r\n", - "\r\n", - "\r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - 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      " - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "%config InlineBackend.figure_formats = ['svg']\n", - "%matplotlib inline\n", - "import matplotlib.pyplot as plt\n", - "import matplotlib.lines as mlines\n", - "import matplotlib.transforms as mtransforms\n", - "\n", - "fig, ax = plt.subplots()\n", - "\n", - "fig.set_size_inches(9, 5.5, forward=True)\n", - "fig.set_dpi(200)\n", - "\n", - "# only these two lines are calibration curves\n", - "plt.plot(MQ9_LPG, x_MQ9, marker='o', linewidth=1, label='LPG')\n", - "plt.plot(MQ9_CH4, x_MQ9, marker='o', linewidth=1, label='CH4')\n", - "plt.plot(MQ9_CO, x_MQ9, marker='o', linewidth=1, label='CO')\n", - "\n", - "\n", - "# reference line, legends, and axis labels\n", - "#line = mlines.Line2D([0, 1], [0, 1], color='black')\n", - "#transform = ax.transAxes\n", - "#line.set_transform(transform)\n", - "#ax.add_line(line)\n", - "plt.yscale('log')\n", - "plt.xscale('log')\n", - "plt.legend()\n", - "\n", - "plt.grid(b=True, which='minor', color='lightgrey', linestyle='--')\n", - "\n", - "fig.suptitle('Calibration plot for MQ-9 data')\n", - "ax.set_xlabel('PPM Concentration')\n", - "ax.set_ylabel('Rs/Ro')\n", - "\n", - "\n", - "#Save image\n", - "plt.savefig('MQ9.svg', format = 'svg', dpi = 1200)\n", - "plt.savefig('MQ9.png')\n", - "plt.savefig('MQ9.eps', format = 'eps', dpi = 1200)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.7.3" - } - }, - "nbformat": 4, - "nbformat_minor": 2 -} diff --git 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- - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - 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"text": [ - "Requirement already satisfied: pandas in c:\\programdata\\anaconda3\\lib\\site-packages (0.24.2)\n", - "Requirement already satisfied: pytz>=2011k in c:\\programdata\\anaconda3\\lib\\site-packages (from pandas) (2018.9)\n", - "Requirement already satisfied: python-dateutil>=2.5.0 in c:\\programdata\\anaconda3\\lib\\site-packages (from pandas) (2.8.0)\n", - "Requirement already satisfied: numpy>=1.12.0 in c:\\programdata\\anaconda3\\lib\\site-packages (from pandas) (1.16.2)\n", - "Requirement already satisfied: six>=1.5 in c:\\programdata\\anaconda3\\lib\\site-packages (from python-dateutil>=2.5.0->pandas) (1.12.0)\n", - "Requirement already satisfied: xlrd in c:\\programdata\\anaconda3\\lib\\site-packages (1.2.0)\n", - "Requirement already satisfied: sklearn in c:\\programdata\\anaconda3\\lib\\site-packages (0.0)\n", - "Requirement already satisfied: scikit-learn in c:\\programdata\\anaconda3\\lib\\site-packages (from sklearn) (0.21.2)\n", - "Requirement already satisfied: scipy>=0.17.0 in c:\\programdata\\anaconda3\\lib\\site-packages (from scikit-learn->sklearn) (1.2.1)\n", - "Requirement already satisfied: joblib>=0.11 in c:\\programdata\\anaconda3\\lib\\site-packages (from scikit-learn->sklearn) (0.13.2)\n", - "Requirement already satisfied: numpy>=1.11.0 in c:\\programdata\\anaconda3\\lib\\site-packages (from scikit-learn->sklearn) (1.16.2)\n", - "Requirement already satisfied: imblearn in c:\\programdata\\anaconda3\\lib\\site-packages (0.0)\n", - "Requirement already satisfied: imbalanced-learn in c:\\programdata\\anaconda3\\lib\\site-packages (from imblearn) (0.5.0)\n", - "Requirement already satisfied: joblib>=0.11 in c:\\programdata\\anaconda3\\lib\\site-packages (from imbalanced-learn->imblearn) (0.13.2)\n", - "Requirement already satisfied: scipy>=0.17 in c:\\programdata\\anaconda3\\lib\\site-packages (from imbalanced-learn->imblearn) (1.2.1)\n", - "Requirement already satisfied: numpy>=1.11 in c:\\programdata\\anaconda3\\lib\\site-packages (from imbalanced-learn->imblearn) (1.16.2)\n", - "Requirement already satisfied: scikit-learn>=0.21 in c:\\programdata\\anaconda3\\lib\\site-packages (from imbalanced-learn->imblearn) (0.21.2)\n" - ] - } - ], - "source": [ - "!pip install pandas\n", - "!pip install xlrd\n", - "!pip install sklearn\n", - "!pip install imblearn" - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "metadata": {}, - "outputs": [], - "source": [ - "import xlrd\n", - "book = xlrd.open_workbook(\"Datasheets info.xlsx\")\n", - "sheetMQ2 = book.sheet_by_name(\"MQ2 - Pololulu\")\n", - "sheetMQ3 = book.sheet_by_name(\"MQ3 - Sparkfun\")\n", - "sheetMQ4 = book.sheet_by_name(\"MQ4 - Sparkfun\")\n", - "sheetMQ5 = book.sheet_by_name(\"MQ5 - Sparkfun\")\n", - "sheetMQ6 = book.sheet_by_name(\"MQ6 - Sparkfun\")\n", - "sheetMQ7 = book.sheet_by_name(\"MQ7 - Sparkfun\")\n", - "sheetMQ8 = book.sheet_by_name(\"MQ8 - Sparkfun\")\n", - "sheetMQ9 = book.sheet_by_name(\"MQ9 - Haoyuelectronics\")\n", - "sheetMQ131 = book.sheet_by_name(\"MQ131- Sensorsportal\")\n", - "sheetMQ135 = book.sheet_by_name(\"MQ135 - HANWEI\")\n", - "sheetMQ303A = book.sheet_by_name(\"MQ303A - HANWEI\")\n", - "sheetMQ309A = book.sheet_by_name(\"MQ309A - HANWEI\")" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "0.1 \t \t \t \t \t \t \n", - "0.2 \t \t \t \t \t \t \n", - "0.3 \t \t \t \t \t \t \n", - "0.4 \t \t \t \t \t \t \n", - "0.5 \t \t \t \t \t \t \n", - "0.6 \t \t \t \t \t 200.0 \t 200.0\n", - "0.7 \t \t \t 200.0 \t \t \t 100.0\n", - "0.8 \t 200.0 \t \t \t 200.0 \t 100.0 \t \n", - "0.9 \t \t \t 100.0 \t \t \t \n", - "1.0 \t 100.0 \t 200.0 \t \t 100.0 \t 10.0 \t 10.0\n", - "2.0 \t 10.0 \t \t 10.0 \t \t \t \n", - "3.0 \t \t 10.0 \t \t 10.0 \t \t \n", - "4.0 \t \t \t \t \t \t \n", - "5.0 \t \t \t \t \t \t \n", - "6.0 \t \t \t \t \t \t \n", - "7.0 \t \t \t \t \t \t \n", - "8.0 \t \t \t \t \t \t \n", - "9.0 \t \t \t \t \t \t \n", - "10.0 \t \t \t \t \t \t \n" - ] - } - ], - "source": [ - "for row_index in range(1,20): #reading first columns\n", - " RsR0, CO2, CO, Alcohol, NH4, Tolueno, Acetona = sheetMQ135.row_values(row_index, start_colx=0, end_colx=7)\n", - " print(RsR0, \"\t\", CO2, \"\t\", CO, \"\t\", Alcohol, \"\t\", NH4, \"\t\", Tolueno, \"\t\", Acetona)\n", - " " - ] - }, - { - "cell_type": "code", - "execution_count": 32, - "metadata": {}, - "outputs": [], - "source": [ - "x_MQ135 = sheetMQ135.col_values(0)[2:]\n", - "MQ135_CO2 = sheetMQ135.col_values(1)[2:]\n", - "MQ135_CO = sheetMQ135.col_values(2)[2:]\n", - "MQ135_Alcohol = sheetMQ135.col_values(3)[2:]\n", - "MQ135_NH4 = sheetMQ135.col_values(4)[2:]\n", - "MQ135_Tolueno = sheetMQ135.col_values(5)[2:]\n", - "MQ135_Acetona = sheetMQ135.col_values(6)[2:]" - ] - }, - { - "cell_type": "code", - "execution_count": 33, - "metadata": {}, - "outputs": [], - "source": [ - "def zero_to_nan(values):\n", - " \"\"\"Replace every 0 with 'nan' and return a copy.\"\"\"\n", - " return [float('nan') if x==0 else x for x in values]" - ] - }, - { - "cell_type": "code", - "execution_count": 34, - "metadata": {}, - "outputs": [], - "source": [ - "MQ135_CO2 =zero_to_nan(MQ135_CO2)\n", - "MQ135_CO =zero_to_nan(MQ135_CO)\n", - "MQ135_Alcohol =zero_to_nan(MQ135_Alcohol)\n", - "MQ135_NH4 =zero_to_nan(MQ135_NH4)\n", - "MQ135_Tolueno =zero_to_nan(MQ135_Tolueno)\n", - "MQ135_Acetona =zero_to_nan(MQ135_Acetona)" - ] - }, - { - "cell_type": "code", - "execution_count": 35, - "metadata": { - "scrolled": false - }, - "outputs": [], - "source": [ - "import pandas as pd\n", - "import numpy as np\n", - "from sklearn.datasets import load_iris\n", - "#from sklearn.cross_validation import train_test_split\n", - "from sklearn.tree import DecisionTreeClassifier\n", - "from sklearn import datasets\n", - "from sklearn import linear_model\n", - "\n", - "dataCO2 = {'RsRo': x_MQ135, 'CO2': MQ135_CO2}\n", - "dataCO = {'RsRo': x_MQ135, 'CO': MQ135_CO}\n", - "dataAlcohol = {'RsRo': x_MQ135, 'Alcohol': MQ135_Alcohol}\n", - "dataNH4 = {'RsRo': x_MQ135, 'NH4': MQ135_NH4}\n", - "dataTolueno = {'RsRo': x_MQ135, 'Tolueno': MQ135_Tolueno}\n", - "dataAcetona = {'RsRo': x_MQ135, 'Acetona': MQ135_Acetona}\n", - "\n", - "dfMQ135_CO2 = pd.DataFrame(dataCO2)\n", - "dfMQ135_CO = pd.DataFrame(dataCO)\n", - "dfMQ135_Alcohol = pd.DataFrame(dataAlcohol)\n", - "dfMQ135_NH4 = pd.DataFrame(dataNH4)\n", - "dfMQ135_Tolueno = pd.DataFrame(dataTolueno)\n", - "dfMQ135_Acetona = pd.DataFrame(dataAcetona)\n", - "\n", - "dfMQ135_CO2['CO2'] = pd.to_numeric(dfMQ135_CO2['CO2'])\n", - "dfMQ135_CO['CO'] = pd.to_numeric(dfMQ135_CO['CO'])\n", - "dfMQ135_Alcohol['Alcohol'] = pd.to_numeric(dfMQ135_Alcohol['Alcohol'])\n", - "dfMQ135_NH4['NH4'] = pd.to_numeric(dfMQ135_NH4['NH4'])\n", - "dfMQ135_Tolueno['Tolueno'] = pd.to_numeric(dfMQ135_Tolueno['Tolueno'])\n", - "dfMQ135_Acetona['Acetona'] = pd.to_numeric(dfMQ135_Acetona['Acetona'])\n", - "\n", - "dfMQ135_CO2['CO2'] = dfMQ135_CO2['CO2'].replace('',None, regex=True)\n", - "dfMQ135_CO['CO'] = dfMQ135_CO['CO'].replace('',None, regex=True)\n", - "dfMQ135_Alcohol['Alcohol'] = dfMQ135_Alcohol['Alcohol'].replace('',None, regex=True)\n", - "dfMQ135_NH4['NH4'] = dfMQ135_NH4['NH4'].replace('',None, regex=True)\n", - "dfMQ135_Tolueno['Tolueno'] = dfMQ135_Tolueno['Tolueno'].replace('',None, regex=True)\n", - "dfMQ135_Acetona['Acetona'] = dfMQ135_Acetona['Acetona'].replace('',None, regex=True)\n", - "\n", - "#Global X_Predict variable\n", - "X_Predict = dfMQ135_CO2.RsRo.apply(lambda x: [x]).tolist()" - ] - }, - { - "cell_type": "code", - "execution_count": 36, - "metadata": {}, - "outputs": [], - "source": [ - "#Model and train CO2\n", - "dataset2TrainCO2 = dfMQ135_CO2.copy()\n", - "dataset2TrainCO2.dropna(inplace=True)\n", - "X_trainCO2 = dataset2TrainCO2.RsRo.apply(lambda x: [x]).tolist()\n", - "y_trainCO2 = dataset2TrainCO2['CO2'].tolist()\n", - "model = linear_model.Lasso(alpha=0.1)\n", - "model.fit(X_trainCO2, y_trainCO2)\n", - "#Predict\n", - "CO2_Predicted = model.predict(X_Predict)\n", - "#save into MQ2\n", - "MQ135_CO2 = CO2_Predicted" - ] - }, - { - "cell_type": "code", - "execution_count": 37, - "metadata": {}, - "outputs": [], - "source": [ - "#Model and train CO\n", - "dataset2TrainCO = dfMQ135_CO.copy()\n", - "dataset2TrainCO.dropna(inplace=True)\n", - "X_trainCO = dataset2TrainCO.RsRo.apply(lambda x: [x]).tolist()\n", - "y_trainCO = dataset2TrainCO['CO'].tolist()\n", - "model = linear_model.Lasso(alpha=0.1)\n", - "model.fit(X_trainCO, y_trainCO)\n", - "#Predict\n", - "CO_Predicted = model.predict(X_Predict)\n", - "#save into MQ2\n", - "MQ135_CO = CO_Predicted" - ] - }, - { - "cell_type": "code", - "execution_count": 38, - "metadata": {}, - "outputs": [], - "source": [ - "#Model and train Alcohol\n", - "dataset2TrainAlcohol = dfMQ135_Alcohol.copy()\n", - "dataset2TrainAlcohol.dropna(inplace=True)\n", - "X_trainAlcohol = dataset2TrainAlcohol.RsRo.apply(lambda x: [x]).tolist()\n", - "y_trainAlcohol = dataset2TrainAlcohol['Alcohol'].tolist()\n", - "model = linear_model.Lasso(alpha=0.1)\n", - "model.fit(X_trainAlcohol, y_trainAlcohol)\n", - "#Predict\n", - "Alcohol_Predicted = model.predict(X_Predict)\n", - "#save into MQ2\n", - "MQ135_Alcohol = Alcohol_Predicted" - ] - }, - { - "cell_type": "code", - "execution_count": 39, - "metadata": {}, - "outputs": [], - "source": [ - "#Model and train NH4\n", - "dataset2TrainNH4 = dfMQ135_NH4.copy()\n", - "dataset2TrainNH4.dropna(inplace=True)\n", - "X_trainNH4 = dataset2TrainNH4.RsRo.apply(lambda x: [x]).tolist()\n", - "y_trainNH4 = dataset2TrainNH4['NH4'].tolist()\n", - "model = linear_model.Lasso(alpha=0.1)\n", - "model.fit(X_trainNH4, y_trainNH4)\n", - "#Predict\n", - "NH4_Predicted = model.predict(X_Predict)\n", - "#save into MQ2\n", - "MQ135_NH4 = NH4_Predicted" - ] - }, - { - "cell_type": "code", - "execution_count": 41, - "metadata": {}, - "outputs": [], - "source": [ - "#Model and train Tolueno\n", - "dataset2TrainTolueno = dfMQ135_Tolueno.copy()\n", - "dataset2TrainTolueno.dropna(inplace=True)\n", - "X_trainTolueno = dataset2TrainTolueno.RsRo.apply(lambda x: [x]).tolist()\n", - "y_trainTolueno = dataset2TrainTolueno['Tolueno'].tolist()\n", - "model = linear_model.Lasso(alpha=0.1)\n", - "model.fit(X_trainTolueno, y_trainTolueno)\n", - "#Predict\n", - "Tolueno_Predicted = model.predict(X_Predict)\n", - "#save into MQ2\n", - "MQ135_Tolueno = Tolueno_Predicted" - ] - }, - { - "cell_type": "code", - "execution_count": 44, - "metadata": {}, - "outputs": [], - "source": [ - "#Model and train Acetona\n", - "dataset2TrainAcetona = dfMQ135_Acetona.copy()\n", - "dataset2TrainAcetona.dropna(inplace=True)\n", - "X_trainAcetona = dataset2TrainAcetona.RsRo.apply(lambda x: [x]).tolist()\n", - "y_trainAcetona = dataset2TrainAcetona['Acetona'].tolist()\n", - "model = linear_model.Lasso(alpha=0.1)\n", - "model.fit(X_trainAcetona, y_trainAcetona)\n", - "#Predict\n", - "Acetona_Predicted = model.predict(X_Predict)\n", - "#save into MQ2\n", - "MQ135_Acetona = Acetona_Predicted" - ] - }, - { - "cell_type": "code", - "execution_count": 45, - "metadata": {}, - "outputs": [ - { - "data": { - "image/svg+xml": [ - "\r\n", - "\r\n", - "\r\n", - "\r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - 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