Features • User Guide • Demo • UI Screenshots
- This project has been developed as part of the IBM Hack Challenge 2020 by Team Seven.
- Predicts wind output from simple user inputs.
- Prediction can range from 1 hour to 72 hours.
- Recommends the wind farm admins the best time period for power generation.
- Visualize the power output using graphs.
- Compare the outputs for any two wind farm sites using "Compare" screen.
- Download the predicted power output in CSV format.
- Store the historical data in database to train the machine learning models.
- Uses three important weather features to predict the power output.
- The application is deployed here.
- Follow the link and enter the input fields
- Click "Predict Power Output".
- This will generate the power prediction and display in form of a table as well as the graphs.
**Drive link for video presentation.- https://drive.google.com/drive/folders/1fEQifJqz2sGh04n7tk1qv8rR9qnusjZe?usp=sharing
Contribute to this repository by opening an issue if you have any feedback or suggestions for improvements or even some feature request!