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Predicting maintenance using IOT and ANN by sending data via Bluetooth 🕒

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kashishmadan/Predictive-Maintenance

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ArtificialNeuralNetwork

ArtificialNeuralNetwork

 
 

Data

Data

 
 

IOT_Sensors

IOT_Sensors

 
 

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Images

 
 

Mobile App/MobileAppUsingFlutter

Mobile App/MobileAppUsingFlutter

 
 

LICENSE

LICENSE

 
 

README.md

README.md

 
 

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Predictive Maintenance

1. Real-time Data Collection using various Sensors

Circuit

Circuit

2. Flutter App for Predictive Maintenance

Features

  1. Splash Screen

SplashScreen

  1. Turning adapter on and off

MainScreen

  1. Discovering devices (and requesting discoverability)

DiscoverDevices

  1. Real-Time Graphs are plotted for different parameters - Temperature, Vibration and Current

Graph

3. Artificial Neural Networks implemented using Python for Predictive Maintenance

Output after 2000 epochs of training

Result

Project for Bristlecone Team 9

Team Members

Tarang Goel @taranggoel

Jatin Sainani @jatin-sainani

Kashish Madan @kashishmadan

Ayush Goyal ayushg162

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Predicting maintenance using IOT and ANN by sending data via Bluetooth 🕒

Topics

python arduino neural-network graph bluetooth python3 artificial-neural-networks python-3 circuit sensors arduino-uno

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Readme

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