Aryan Singh's World

Data Science, Statistics, ML, Deep Learning

Electrack : Electricity Tracking Powered By DS and IoT

Electrack is a smart electricity management ecosystem which helps to track the electricity consumption, predict the future consumption and track down the losses and theft of electricity. It uses IoT paired with Big Data analytics to achieve this.

  1. Smart Meter measures the units of electricity consumed , which it transfers to the server using IoT . Based on this data the server calculates the bill to be paid for this month and reports to the Mobile App of the user. Users can also pay their bill through the mobile application.
  2. Apart from this, users can track their electricity consumption for current as well as past months. Users can also visualize their daily consumption based on real time data.
  3. The USP of Electrack is the analytics algorithm which predicts the future consumption based on current & past usage. Another interesting feature is anomaly detection, which detects theft, electricity faults, wastage based on real time data analysis.

Architectural Flow Diagram :

 

Electrack_Architecture

Checkout the source code at: https://github.com/aryancodify/Electrack

To Run The App : Download the source code zip It contains Electrack.apk Install it in the device

Go to sign in screen and sign in with following credentials:

User Module : Username: U1 Password : electra1234 Admin Module Username: U3 Password : electra1234

P.S. When first time you install the app and run it, it will take some time 30sec to 1 min as it fetches the location and does some background processing, so give it a minute. Once it runs for the first time it will start instantaneously.

Awards :

Honourable mention at Nasscom’s hackathon TachNgage.

techngage

Nasscom TechNgage