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

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Published under licence by IOP Publishing Ltd
, , Citation Sasirekha Sankar et al 2021 IOP Conf. Ser.: Mater. Sci. Eng. 1130 012085 DOI 10.1088/1757-899X/1130/1/012085

1757-899X/1130/1/012085

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.

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10.1088/1757-899X/1130/1/012085