/Windmill-Power-Prediction

HackerEarth Contest | Energy Sector | Machine Learning

Primary LanguageJupyter Notebook

Windmill Power Prediction

Project Aim: To estimate the power generated by a windmill in kw/h.

Domain: Classical Machine Learning.

Achievements: 9th Rank at HackerEarth Contest of 4k Participants.

Objectives:

  1. Power Prediction: To develop a robust model that accurately predicts windmill power based on demographic details like atmospheric conditions, windmill specifications & geographical locations.
  2. Maintainance: EDA to identify the factors that contribute to much more wear and tear of a windmill which generates less power.

Links: Contest Link | Solution | Web App