/Predictive-Maintenance

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

Primary LanguagePythonApache License 2.0Apache-2.0

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