Energy Efficient Medium-Term Wind Speed Prediction System using Machine Learning Models

Abstract

Abstract With the day by day exhausting nonrenewable resources, it becomes crucial to focus on the renewable sources of energy and to get the maximum output from them. Wind energy is a major source of energy in many parts of India. Other such renewable sources of energy are solar energy, biomass energy etc. Our major objective during this project was to predict the wind speed for medium-term so as to help wind farms in channelizing the wind energy in an efficient manner and to get the maximum throughput from the wind farms.