CookieAMS

An analytics-based asset management system design to log, monitor, and manage a network of electrical transformers & transformer failures.

This repository contains the proof-of-concept version of CookieAMS, developed to be presented at the MISSA ITC conference. For more information, visit their website here

Proposed Software Architecture

Features

• Table log of all previous transformer failures, along with their specifications

  • Sorting, filtering, and pagination features for tables to enhance user experience.

• User-friendly form for logging new transformer failures

  • Built-in authentication protects transformer database from being tampered by unauthorized individuals.

• Analytics insight page on various statistics for previous transformer failures

  • Analytics-based predictions using various classification & clustering machine learning models

Getting Started

1. Create a virtual environment:

$ virtualenv env

2. Activate the virtual environment:

$ source env/scripts/activate

3. Download the required libraries on your virtual environment:

$ pip install -r requirements.txt

4. Run the servers:

$ ./start.sh api  # Start the API server
$ ./start.sh client  # Start the client server
$ ./start.sh  # Start both at the same time

5. To check out the dashboard, use the URL http://localhost:5000 and you're good to go!