Turbine-Power-Generation

About

Linear regression (ML) model that predicts a wind turbine's power generation using scikit-learn's models for Python.

Dataset size: ~140k

Current Stats:

• Mean Absolute Error: 0.0904714827457416
• Mean Squared Error: 0.015591585260396454

Features (parameters)

• Wind speed at 10 meters
• Wind speed at 100 meters
• Wind gust at 10 meters
• Time of day (in hours)
• Wind direction at 10 meters
• Wind direction at 100 meters

Target

• Power (normalized between 0 and 1)