SBSPS-Challenge-918-Wind-Energy-Prediction-App

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Features • User Guide • Demo • UI Screenshots

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• This project has been developed as part of the IBM Hack Challenge 2020 by Team Seven.

Features

• 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.

How to use it

• 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.

Application Demo

**Drive link for video presentation.- https://drive.google.com/drive/folders/1fEQifJqz2sGh04n7tk1qv8rR9qnusjZe?usp=sharing

Screenshots

Feedback and Suggestions

Contribute to this repository by opening an issue if you have any feedback or suggestions for improvements or even some feature request!