Developed by Wenbo Liu, Jiuke Huang, and Jiaxun Han, this project provides a platform for forecasting electricity prices using historical data and visual analytics.
- Interactive Data Visualization
- Electricity Price Prediction Model
- Date-wise Electricity Price Viewer
- Clone the repository.
- Install Homebrew (if not already installed):
/bin/bash -c "$(curl -fsSL https://raw.githubusercontent.com/Homebrew/install/HEAD/install.sh)" - Install HTTP server:
brew install http-server - Navigate to the project directory interminal and start the server:
http-server - Open your browser and go to
http://localhost:8080
- Initially, visit
https://cors-anywhere.herokuapp.com/corsdemo. - Click on 'Request temporary access to the demo server'.
- Refresh your browser after this step. You'll see various graphs depicting generation ratio, energy prices, weather data, and price predictions. A brief loading time is expected.
- Utilize the date picker to view specific electricity prices for any day up to today.
We welcome contributions. Please follow the standard pull request process for your contributions.
- Electricity data from Gridstatus package
- Weather daya from Visual Crossing
- Price of coal and uranium futures market are sourced from investing.com Thanks to all contributors and supporters.