This repo is intended to demonstrate Python programming skills
WPPF is a solution to predict wind power generation based on weather parameters at the generating meter units.
Key details
- Custom forecasting algorithm based on Fractal Geometry and smart binning
- Custom implementation of kNN search algorithm
- Object-oriented implementation of key solution components in Python 3
- MAPE- and RMSE-based validation in out-of-sample testing
- Active use of Python Data Science libraries and packages (Pandas, NumPy, and scikit-learn)
Note: Training data for this solution are confidential, and they will not be provided.