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doc: added the setup and introduction #1

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108 changes: 108 additions & 0 deletions 2024_08_02_08_53_BoardConfiguration.bmeconfig
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{
"configHeader": {
"dateCreated_ISO": "2024-08-02T08:53:42.442Z",
"appVersion": "2.3.2",
"boardType": "board_8",
"boardMode": "burn_in",
"boardLayout": "grouped"
},
"configBody": {
"heaterProfiles": [
{
"id": "heater_354",
"timeBase": 140,
"temperatureTimeVectors": [
[
320,
5
],
[
100,
2
],
[
100,
10
],
[
100,
30
],
[
200,
5
],
[
200,
5
],
[
200,
5
],
[
320,
5
],
[
320,
5
],
[
320,
5
]
]
}
],
"dutyCycleProfiles": [
{
"id": "duty_5_10",
"numberScanningCycles": 5,
"numberSleepingCycles": 10
}
],
"sensorConfigurations": [
{
"sensorIndex": 0,
"heaterProfile": "heater_354",
"dutyCycleProfile": "duty_5_10"
},
{
"sensorIndex": 1,
"heaterProfile": "heater_354",
"dutyCycleProfile": "duty_5_10"
},
{
"sensorIndex": 2,
"heaterProfile": "heater_354",
"dutyCycleProfile": "duty_5_10"
},
{
"sensorIndex": 3,
"heaterProfile": "heater_354",
"dutyCycleProfile": "duty_5_10"
},
{
"sensorIndex": 4,
"heaterProfile": "heater_354",
"dutyCycleProfile": "duty_5_10"
},
{
"sensorIndex": 5,
"heaterProfile": "heater_354",
"dutyCycleProfile": "duty_5_10"
},
{
"sensorIndex": 6,
"heaterProfile": "heater_354",
"dutyCycleProfile": "duty_5_10"
},
{
"sensorIndex": 7,
"heaterProfile": "heater_354",
"dutyCycleProfile": "duty_5_10"
}
]
}
}
28 changes: 27 additions & 1 deletion README.md
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# iotlab-pilotcase-petwell
# iotlab-pilotcase-petwell

# Table of contents

- [iotlab-pilotcase-petwell](#iotlab-pilotcase-petwell)
- [Table of contents](#table-of-contents)
- [Previous documentation](#previous-documentation)
- [What has been done](#what-has-been-done)
- [Software setup](#software-setup)
- [Hardware setup](#hardware-setup)
- [Results](#results)

# Previous documentation
Please refer to this [documentation](https://github.com/iot-lnu/iotlab-pilotcase-jemac) before reading this one.

# What has been done
## Software setup
All the **ESP32** have been flashed using the **BME688 Development Kit**. Afterwards, we can create the custom config file using the **BME AI-Studio Destktop**. All of those softwares are available on [Bosch official website](https://www.bosch-sensortec.com/software-tools/software/bme688-software/).

## Hardware setup
All the sensors have been configured with this [config file](2024_08_02_08_53_BoardConfiguration.bmeconfig). Then everything was assembled so the experiment looks like that.
INSERT IMAGE

## Results
As for the results, everything is available in the files of this repository. You have to import [ai-lab.lnk.bmeproject](ai-lab.lnk.bmeproject) folder into you **AI-Studio**.

TO-DO : Insert the results
93 changes: 93 additions & 0 deletions ai-lab.lnk.bmeproject/algorithms/1/2024_08_06_11_20_acetone-model_HP-354_RDC-5-10.aiconfig
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{
"aiConfigHeader": {
"algorithmName": "acetone-model",
"dateCreated_ISO": "2024-08-02T11:57:43.000Z",
"appVersion": "2.3.2"
},
"aiConfigBody": {
"type": "classification",
"classes": [
{
"id": 1,
"name": "acetone-sample-1",
"color": "#004975"
},
{
"id": 2,
"name": "indoor-air-sample-1",
"color": "#006ead"
}
],
"heaterProfile": {
"id": "heater_354",
"timeBase": 140,
"temperatureTimeVectors": [
[
320,
5
],
[
100,
2
],
[
100,
10
],
[
100,
30
],
[
200,
5
],
[
200,
5
],
[
200,
5
],
[
320,
5
],
[
320,
5
],
[
320,
5
]
]
},
"dutyCycleProfile": {
"id": "duty_5_10",
"numberScanningCycles": 5,
"numberSleepingCycles": 10
},
"trainingSettings": {
"method": "ADAM",
"batchSize": 32,
"maxTrainingEpochs": 256,
"learningRate": 0.001,
"dataSplittingMethod": "random",
"trainingDataSplitting": 0.7,
"lossFunction": "CrossEntropy",
"dataChannels": [
"gas_resistance"
],
"dataClipping": false,
"dataAugmentation": {
"activated": false
}
},
"trainingResults": {
"bsecVersion": "2.5.0.2",
"bsecConfig": 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}
}
}
6 changes: 6 additions & 0 deletions ai-lab.lnk.bmeproject/algorithms/1/2024_08_06_11_20_acetone-model_HP-354_RDC-5-10.c
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#include "bsec_serialized_configurations_selectivity.h"

const uint8_t bsec_config_selectivity[2063] =
{2,0,5,2,189,1,0,0,0,0,0,0,247,7,0,0,176,0,1,0,0,168,19,73,64,49,119,76,0,0,97,69,0,0,97,69,137,65,0,191,205,204,204,190,0,0,64,191,225,122,148,190,10,0,3,0,0,0,96,64,23,183,209,56,0,0,0,0,0,0,0,0,0,0,0,0,205,204,204,189,0,0,0,0,0,0,0,0,0,0,128,63,0,0,0,0,0,0,128,63,0,0,0,0,0,0,0,0,0,0,128,63,0,0,0,0,0,0,128,63,0,0,0,0,0,0,0,0,0,0,128,63,0,0,0,0,0,0,128,63,82,73,157,188,95,41,203,61,118,224,108,63,155,230,125,63,191,14,124,63,0,0,160,65,0,0,32,66,0,0,160,65,0,0,32,66,0,0,32,66,0,0,160,65,0,0,32,66,0,0,160,65,8,0,2,0,0,0,72,66,16,0,3,0,10,215,163,60,10,215,35,59,10,215,35,59,13,0,5,0,0,0,0,0,100,254,131,137,87,88,0,9,0,7,240,150,61,0,0,0,0,0,0,0,0,28,124,225,61,52,128,215,63,0,0,160,64,0,0,0,0,0,0,0,0,205,204,12,62,103,213,39,62,230,63,76,192,0,0,0,0,0,0,0,0,145,237,60,191,251,58,64,63,177,80,131,64,0,0,0,0,0,0,0,0,93,254,227,62,54,60,133,191,0,0,64,64,12,0,10,0,0,0,0,0,0,0,0,0,45,5,11,0,0,0,2,196,196,138,63,57,15,103,191,10,147,136,63,123,246,56,63,150,235,137,62,50,144,222,62,215,157,78,191,98,219,182,62,69,228,71,63,236,219,195,189,203,247,16,62,134,27,133,63,96,185,2,191,219,104,81,63,181,127,88,63,10,213,89,190,162,76,179,188,232,203,17,63,82,66,89,62,250,7,10,190,5,162,71,191,5,162,71,63,0,0,0,0,0,0,0,0,235,113,195,63,210,227,129,63,8,2,138,191,222,247,174,191,213,10,136,62,227,31,153,191,22,194,207,62,108,158,200,188,253,18,233,191,31,39,204,62,151,154,254,189,36,63,113,191,53,198,151,63,96,148,121,63,130,130,14,63,63,58,150,63,137,185,190,191,3,41,14,63,163,38,236,62,194,225,161,186,35,21,89,62,8,6,138,191,100,169,190,62,168,30,125,63,66,74,33,188,206,162,116,63,17,30,113,191,225,23,246,62,88,164,101,63,250,228,21,190,50,104,141,63,43,88,15,62,18,124,207,61,34,71,87,190,36,246,236,62,176,4,43,61,233,47,158,190,148,151,217,61,15,117,209,190,33,143,113,189,231,60,2,63,254,35,109,190,2,180,161,190,120,93,30,190,30,100,253,61,190,244,127,62,58,64,35,63,134,218,176,60,60,119,124,62,255,246,78,62,175,215,164,61,18,203,46,61,18,141,71,191,214,105,50,190,14,147,26,62,246,23,29,62,42,49,81,63,13,97,206,190,168,146,163,62,34,246,89,62,187,80,134,62,110,93,186,61,158,253,236,190,194,241,13,190,40,188,57,63,130,215,38,191,169,87,212,62,152,181,132,190,157,49,156,190,45,165,52,190,122,176,72,191,51,6,212,59,48,122,123,61,10,197,145,62,162,210,165,62,207,208,2,61,182,169,249,189,45,33,224,189,130,130,1,63,156,5,83,62,59,33,143,191,180,156,251,189,88,186,244,61,74,12,189,60,2,156,64,63,155,219,194,190,124,249,131,189,63,64,224,62,194,80,96,61,125,235,137,62,13,215,157,191,174,41,210,190,113,82,147,63,225,126,34,190,122,62,131,62,167,222,57,191,12,139,38,191,33,126,222,189,148,60,151,62,49,77,231,62,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,189,184,68,63,167,99,159,63,191,24,134,190,35,106,92,62,197,207,70,190,149,150,109,63,168,245,10,191,210,51,174,191,155,87,183,190,36,187,249,191,74,156,159,62,243,91,49,61,163,161,164,190,118,134,149,189,78,27,1,191,194,135,37,63,136,105,56,191,156,46,181,190,218,121,5,191,34,60,133,63,53,68,14,64,68,231,41,64,228,121,241,62,145,240,235,63,107,185,72,64,61,138,88,63,60,165,72,63,59,173,69,64,113,100,43,64,83,153,248,191,243,37,249,188,63,69,195,190,223,228,95,63,71,175,77,63,170,179,26,63,71,6,1,191,66,196,48,63,172,120,133,63,35,3,133,63,182,136,243,190,110,171,146,190,12,134,143,190,202,9,161,62,9,253,89,62,76,74,10,63,47,251,61,190,209,217,72,62,14,35,174,189,235,48,183,190,73,238,148,190,126,254,103,189,176,110,149,191,159,174,74,63,56,36,221,62,92,8,200,63,191,37,177,62,204,117,196,61,20,204,142,63,92,124,164,63,232,11,3,192,11,108,236,190,198,65,108,191,203,8,146,190,209,179,0,191,72,216,72,191,84,236,35,190,38,20,237,188,161,61,103,191,254,42,12,191,89,115,68,63,115,163,123,190,254,39,35,191,207,226,21,63,30,144,204,62,13,59,135,63,238,128,43,191,75,173,26,63,141,43,115,63,90,221,164,59,160,70,7,191,172,180,92,192,183,154,81,192,172,209,86,63,209,185,210,63,177,28,188,63,104,212,73,192,122,102,188,63,89,177,182,63,64,202,165,63,182,24,172,190,48,180,181,62,85,213,247,188,225,7,57,190,19,200,126,61,169,207,190,189,71,67,5,191,48,193,237,62,28,195,225,62,16,82,189,62,165,176,103,62,125,9,58,64,65,237,26,192,0,0,0,0,0,0,0,0,136,50,217,64,242,129,219,192,0,0,0,0,0,0,0,0,118,170,164,61,230,251,171,62,0,0,0,0,0,0,0,0,239,139,155,190,173,75,43,63,0,0,0,0,0,0,0,0,47,185,26,192,91,24,52,64,0,0,0,0,0,0,0,0,249,122,153,63,135,14,214,191,0,0,0,0,0,0,0,0,82,64,133,62,165,66,145,62,0,0,0,0,0,0,0,0,87,3,129,192,35,77,134,64,0,0,0,0,0,0,0,0,5,72,246,191,193,3,193,63,0,0,0,0,0,0,0,0,88,66,60,64,156,251,28,192,0,0,0,0,0,0,0,0,10,10,2,31,57,128,72,244,6,57,76,46,114,42,76,83,64,16,76,151,250,215,73,244,53,194,73,237,88,178,73,34,217,88,72,124,54,129,72,147,66,142,72,0,0,0,0,0,0,0,0,0,0,0,0,16,88,48,72,50,149,231,75,15,91,226,75,138,166,212,75,152,146,184,73,155,141,167,73,169,197,154,73,251,36,11,72,60,180,29,72,2,48,42,72,0,0,128,63,0,0,128,63,0,0,128,63,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,145,1,254,0,2,1,5,48,117,100,0,44,1,112,23,151,7,132,3,197,0,92,4,144,1,64,1,64,1,144,1,48,117,48,117,48,117,48,117,100,0,100,0,100,0,48,117,48,117,48,117,100,0,100,0,48,117,48,117,8,7,8,7,8,7,8,7,8,7,8,7,8,7,8,7,8,7,100,0,100,0,100,0,100,0,48,117,48,117,48,117,100,0,100,0,100,0,48,117,48,117,100,0,100,0,255,255,255,255,255,255,255,255,255,255,255,255,255,255,255,255,255,255,44,1,44,1,44,1,44,1,44,1,44,1,44,1,44,1,44,1,44,1,44,1,44,1,44,1,44,1,255,255,255,255,255,255,255,255,255,255,255,255,255,255,255,255,255,255,112,23,112,23,112,23,112,23,8,7,8,7,8,7,8,7,112,23,112,23,112,23,112,23,112,23,112,23,255,255,255,255,255,255,255,255,255,255,255,255,255,255,255,255,255,255,255,255,255,255,255,255,255,255,112,23,112,23,112,23,112,23,255,255,255,255,220,5,220,5,255,255,255,255,255,255,255,255,255,255,255,255,255,255,255,255,255,255,255,255,255,255,255,255,255,255,255,255,255,255,220,5,220,5,220,5,255,255,255,255,255,255,255,255,255,255,255,255,255,255,255,255,255,255,255,255,255,255,255,255,255,255,255,255,255,255,255,255,255,255,255,255,255,255,255,255,255,255,255,255,255,255,255,255,255,255,255,255,255,255,255,255,255,255,255,255,255,255,255,255,255,255,255,255,255,255,255,255,255,255,255,255,255,255,48,117,0,5,10,5,0,2,0,10,0,30,0,5,0,5,0,5,0,5,0,5,0,5,0,64,1,100,0,100,0,100,0,200,0,200,0,200,0,64,1,64,1,64,1,10,1,0,0,0,0,0,203,101,0,0
};
Binary file added ai-lab.lnk.bmeproject/algorithms/1/2024_08_06_11_20_acetone-model_HP-354_RDC-5-10.config
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