{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# 2- Gage RnR Examples" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 2.1- RnR Gage analysis (no tolerance, no report tittle)\n", "\n", "### 2.1.1- Introduction\n", "\n", "This first example will be based on Ted Hessing article.\n", "\n", "### 2.1.2- STEP 1: Get the measurement" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\n", "RangeIndex: 90 entries, 0 to 89\n", "Data columns (total 3 columns):\n", " # Column Non-Null Count Dtype \n", "--- ------ -------------- ----- \n", " 0 Technician 90 non-null object \n", " 1 Parts 90 non-null int64 \n", " 2 Valor 90 non-null float64\n", "dtypes: float64(1), int64(1), object(1)\n", "memory usage: 2.2+ KB\n", "None\n" ] } ], "source": [ "from pypetb import RnR\n", "import pandas as pd\n", "import matplotlib.pyplot as plt\n", "import seaborn as sns\n", "#set seaborn style to improve the figure sight\n", "sns.set()\n", "\n", "# Load measurement dataset\n", "url = 'https://raw.githubusercontent.com/jgherruzo/myFreeDatasets/main/web.csv' # noqa\n", "df=pd.read_csv(url,sep=';')\n", "print(df.info()) # In order to check column names " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### 2.1.3- STEP 2: Make all calculation calling .RnRSolve()" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Model is created\n", "== DATASET EVALUATION ==\n", "Operator: 3\n", "Trials: 3\n", "Piezes: 10\n", "== CALCULATION ==\n", "Total data: 90\n", "Max. measured value: 5.8900\n", "Min. measured value: 1.7200\n", "Avg. measured value: 3.0660\n", "Avg. Control limits\n", "UCL: 3.4575\n", "LCL: 2.6745\n", "Avg. Range measured: 0.3827\n", "Range Control limits\n", "UCL: 0.9850\n", "LCL: 0.0000\n", "Sum of deviation by operator: 0.003331\n", "Total Operator Sum of deviation: 0.099927\n", "Sum of deviation by part: 12.947714\n", "Total Part Sum of deviation: 116.529427\n", "Total squared deviation: 120.681960\n", "Equipment squared deviation: 3.605800\n", "Iteration sum of squared: 0.446807\n", "\n" ] } ], "source": [ "#Build up the model\n", "dict_key={'1':'Technician','2':'Parts','3':'Valor'}\n", "RnRModel=RnR.RnRNumeric(\n", " mydf_Raw=df,\n", " mydict_key=dict_key\n", " )\n", "#Solve it\n", "RnRModel.RnRSolve()\n", "#Check the calculation\n", "print(RnRModel.getLog())" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### 2.1.4- STEP 3: Check Anova Result\n", "\n", "Anova calculation is implemented into other python package. The only different\n", "here is that result is obtained as pandas dataframe and each parameter could\n", "be accesed using its column and index for further calculations" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ " DF SS MS F P\n", "Source of variability \n", "Technician 2 0.099927 0.049963 2.012817 1.625911e-01\n", "Part 9 116.529427 12.947714 521.610063 1.110223e-16\n", "TechxPart (iteration) 18 0.446807 0.024823 0.413044 9.799258e-01\n", "Repeatability with 60 3.605800 0.060097 NaN NaN\n", "Repeatability without 78 4.052607 0.051956 NaN 9.799258e-01\n", "Total 89 120.681960 NaN NaN NaN\n", "Degree of freedom for part: 9\n" ] } ], "source": [ "df_Result=RnRModel.RnRAnova()\n", "#Checking Anova table\n", "print(df_Result)\n", "#accesing one individual value\n", "print(f\"Degree of freedom for part: {df_Result['DF'].loc['Part']}\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### 2.1.5- STEP 4: Variance table\n", "\n", "Table that summarize the impact of each parameter to the variance.\n", "It helps a lot to find where the effort must be focused" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ " Variance % Contribution\n", "Source \n", "Total Gage R&R 0.051956 3.499182\n", "Eq.Var. (Repeatability) 0.051956 3.499182\n", "Op.Var. (Reproducibility) 0.000000 0.000000\n", "Technician 0.000000 0.000000\n", "Technician x Part iter. 0.000000 0.000000\n", "Part to Part 1.432862 96.500818\n", "Total variation 1.484818 100.000000\n", "\n", "RnR RESULT:\n", "-------------------\n", "Total Gage R&R: 3.499\n", "1-9%--> It may be acceptable depending on application and cost\n" ] } ], "source": [ "df_Result=RnRModel.RnR_varTable()\n", "#Checking var. table\n", "print(df_Result)\n", "#accesing one individual value\n", "print('\\nRnR RESULT:\\n-------------------')\n", "\n", "dbl_RnR=df_Result['% Contribution'].loc['Total Gage R&R']\n", "print(f\"Total Gage R&R: {dbl_RnR:.3f}\")\n", "if dbl_RnR<1:\n", " print('<1% --> Acceptable measurement system')\n", "elif dbl_RnR>=1 and dbl_RnR<=9:\n", " print(\n", " '1-9%--> It may be acceptable depending on application and cost'\n", " )\n", "else:\n", " print(\n", " '>9% --> Unacceptable measurement system, it must be improved'\n", " )" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### 2.1.6- STEP 5: Standard Deviation table\n", "\n", "Table that summarize the impact of each parameter to the standard deviation.\n", "It helps a lot to find where the effort must be focused" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ " StdDev (SD) StudyVar (6*SD) % Study Var\n", "Source \n", "Total Gage R&R 0.227940 1.367638 18.70610\n", "Eq.Var. (Repeatability) 0.227940 1.367638 18.70610\n", "Op.Var. (Reproducibility) 0.000000 0.000000 0.00000\n", "Technician 0.000000 0.000000 0.00000\n", "Technician x Part iter. 0.000000 0.000000 0.00000\n", "Part to Part 1.197022 7.182133 98.23483\n", "Total variation 1.218531 7.311188 100.00000\n", "\n", "Automotive Industry Action Group (AIAG) measurement system assessment:\n", "-------------------\n", "Total Gage R&R: 18.706\n", "10-30%--> It may be acceptable depending on application and cost\n" ] } ], "source": [ "df_Result=RnRModel.RnR_SDTable()\n", "#Checking sd table\n", "print(df_Result)\n", "#accesing one individual value\n", "print('\\nAutomotive Industry Action Group (AIAG) measurement system assessment:\\n-------------------')\n", "\n", "dbl_RnR=df_Result['% Study Var'].loc['Total Gage R&R']\n", "print(f\"Total Gage R&R: {dbl_RnR:.3f}\")\n", "if dbl_RnR<10:\n", " print('<10% --> Acceptable measurement system')\n", "elif dbl_RnR>=10 and dbl_RnR<=30:\n", " print(\n", " '10-30%--> It may be acceptable depending on application and cost'\n", " )\n", "else:\n", " print(\n", " '>30% --> Unacceptable measurement system, it must be improved'\n", " )" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### 2.1.7- STEP 6: Check the run chart\n", "\n", "This chart summaryze all the measurement by part and operator, so in case of big difference, it makes easier find what could be the source" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "call=RnRModel.RnR_RunChart()\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### 2.1.8- STEP 8: Check the final report\n", "\n", "This figure is a mix of chart that will help to find where to be focused in case of being out the recommended limits. The report througth some advisement based on AIAG assesment standard and the number of categories showed by the system" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "call=RnRModel.RnR_Report()\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 2.2- RnR Gage analysis (using tolerance, adding a report tittle)\n", "\n", "### 2.2.1- Introduction\n", "\n", "Second example is commonly used during Minitab tutorial:\n", "https://youtu.be/JbvXY7PeKxU?si=ZDlJerdh_SJM_vy6\n", "\n", "### 2.2.2- STEP 1: Get the measurement" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\n", "RangeIndex: 90 entries, 0 to 89\n", "Data columns (total 3 columns):\n", " # Column Non-Null Count Dtype \n", "--- ------ -------------- ----- \n", " 0 Part 90 non-null int64 \n", " 1 Operator 90 non-null object \n", " 2 Measurement 90 non-null float64\n", "dtypes: float64(1), int64(1), object(1)\n", "memory usage: 2.2+ KB\n", "None\n" ] } ], "source": [ "# Load measurement dataset\n", "url = 'https://raw.githubusercontent.com/jgherruzo/myFreeDatasets/main/RnR_Example.csv' # noqa\n", "df=pd.read_csv(url,sep=';')\n", "print(df.info()) # In order to check column names " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### 2.2.3- STEP 2: Make all calculation calling .RnRSolve()" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Model is created\n", "== DATASET EVALUATION ==\n", "Operator: 3\n", "Trials: 3\n", "Piezes: 10\n", "== CALCULATION ==\n", "Total data: 90\n", "Max. measured value: 2.2600\n", "Min. measured value: -2.1600\n", "Avg. measured value: 0.0014\n", "Avg. Control limits\n", "UCL: 0.3510\n", "LCL: -0.3481\n", "Avg. Range measured: 0.3417\n", "Range Control limits\n", "UCL: 0.8794\n", "LCL: 0.0000\n", "Sum of deviation by operator: 0.105575\n", "Total Operator Sum of deviation: 3.167262\n", "Sum of deviation by part: 9.817993\n", "Total Part Sum of deviation: 88.361934\n", "Total squared deviation: 94.647112\n", "Equipment squared deviation: 2.758933\n", "Iteration sum of squared: 0.358982\n", "\n" ] } ], "source": [ "#Build up the model\n", "dict_key={\n", " '1':'Operator',\n", " '2':'Part',\n", " '3':'Measurement'\n", " }\n", "RnRModel=RnR.RnRNumeric(\n", " mydf_Raw=df,\n", " mydict_key=dict_key,\n", " mydbl_tol=8\n", " )\n", "#Solve it\n", "RnRModel.RnRSolve()\n", "#Check the calculation\n", "print(RnRModel.getLog())" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### 2.2.4- STEP 3: Check Anova Result\n", "\n", "Anova calculation is implemented into other python package. The only different\n", "here is that result is obtained as pandas dataframe and each parameter could\n", "be accesed using its column and index for further calculations" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ " DF SS MS F P\n", "Source of variability \n", "Technician 2 3.167262 1.583631 79.406049 1.174478e-09\n", "Part 9 88.361934 9.817993 492.291423 1.110223e-16\n", "TechxPart (iteration) 18 0.358982 0.019943 0.433721 9.741064e-01\n", "Repeatability with 60 2.758933 0.045982 NaN NaN\n", "Repeatability without 78 3.117916 0.039973 NaN 9.741064e-01\n", "Total 89 94.647112 NaN NaN NaN\n", "Degree of freedom for part: 9\n" ] } ], "source": [ "df_Result=RnRModel.RnRAnova()\n", "#Checking Anova table\n", "print(df_Result)\n", "#accesing one individual value\n", "print(f\"Degree of freedom for part: {df_Result['DF'].loc['Part']}\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### 2.2.5- STEP 4: Variance table\n", "\n", "Table that summarize the impact of each parameter to the variance.\n", "It helps a lot to find where the effort must be focused" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ " Variance % Contribution\n", "Source \n", "Total Gage R&R 0.091429 7.762159\n", "Eq.Var. (Repeatability) 0.039973 3.393677\n", "Op.Var. (Reproducibility) 0.051455 4.368482\n", "Technician 0.051455 4.368482\n", "Technician x Part iter. 0.000000 0.000000\n", "Part to Part 1.086447 92.237841\n", "Total variation 1.177875 100.000000\n", "\n", "RnR RESULT:\n", "-------------------\n", "Total Gage R&R: 7.762\n", "1-9%--> It may be acceptable depending on application and cost\n" ] } ], "source": [ "df_Result=RnRModel.RnR_varTable()\n", "#Checking var. table\n", "print(df_Result)\n", "#accesing one individual value\n", "print('\\nRnR RESULT:\\n-------------------')\n", "\n", "dbl_RnR=df_Result['% Contribution'].loc['Total Gage R&R']\n", "print(f\"Total Gage R&R: {dbl_RnR:.3f}\")\n", "if dbl_RnR<1:\n", " print('<1% --> Acceptable measurement system')\n", "elif dbl_RnR>=1 and dbl_RnR<=9:\n", " print(\n", " '1-9%--> It may be acceptable depending on application and cost'\n", " )\n", "else:\n", " print(\n", " '>9% --> Unacceptable measurement system, it must be improved'\n", " )" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### 2.2.6- STEP 5: Standard Deviation table\n", "\n", "Table that summarize the impact of each parameter to the standard deviation.\n", "It helps a lot to find where the effort must be focused" ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ " StdDev (SD) StudyVar (6*SD) % Study Var \\\n", "Source \n", "Total Gage R&R 0.302372 1.814229 27.860651 \n", "Eq.Var. (Repeatability) 0.199933 1.199599 18.421935 \n", "Op.Var. (Reproducibility) 0.226838 1.361025 20.900913 \n", "Technician 0.226838 1.361025 20.900913 \n", "Technician x Part iter. 0.000000 0.000000 0.000000 \n", "Part to Part 1.042327 6.253965 96.040534 \n", "Total variation 1.085300 6.511797 100.000000 \n", "\n", " % tol (VE/tol) \n", "Source \n", "Total Gage R&R 22.677864 \n", "Eq.Var. (Repeatability) 14.994988 \n", "Op.Var. (Reproducibility) 17.012814 \n", "Technician 17.012814 \n", "Technician x Part iter. 0.000000 \n", "Part to Part 78.174562 \n", "Total variation 81.397467 \n", "\n", "Automotive Industry Action Group (AIAG) measurement system assessment:\n", "-------------------\n", "Total Gage R&R: 27.861\n", "10-30%--> It may be acceptable depending on application and cost\n" ] } ], "source": [ "df_Result=RnRModel.RnR_SDTable()\n", "#Checking sd table\n", "print(df_Result)\n", "#accesing one individual value\n", "print('\\nAutomotive Industry Action Group (AIAG) measurement system assessment:\\n-------------------')\n", "\n", "dbl_RnR=df_Result['% Study Var'].loc['Total Gage R&R']\n", "print(f\"Total Gage R&R: {dbl_RnR:.3f}\")\n", "if dbl_RnR<10:\n", " print('<10% --> Acceptable measurement system')\n", "elif dbl_RnR>=10 and dbl_RnR<=30:\n", " print(\n", " '10-30%--> It may be acceptable depending on application and cost'\n", " )\n", "else:\n", " print(\n", " '>30% --> Unacceptable measurement system, it must be improved'\n", " )" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### 2.2.7- STEP 6: Check the run chart\n", "\n", "This chart summaryze all the measurement by part and operator, so in case of big difference, it makes easier find what could be the source" ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "call=RnRModel.RnR_RunChart()\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### 2.2.8- STEP 8: Check the final report\n", "\n", "This figure is a mix of chart that will help to find where to be focused in case of being out the recommended limits. The report througth some advisement based on AIAG assesment standard and the number of categories showed by the system" ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [ { "data": { "image/png": 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