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INTERNATIONAL JOURNAL OF INNOVATIONS IN APPLIED SCIENCES & ENGINEERINGInternational Peer Reviewed (Refereed), Open Access Research Journal (By Aryavart International University, India) E-ISSN:2454-9258 | P-ISSN:2454-809X | Estd Year: 2015 Impact Factor(2020): 4.805 | Impact Factor(2021): 5.246 |
K Kiranvishnu, Sireesha.k, Ramprabhakar.J
Vol. 1, Jan-Dec 2015
Page Number: 65-75
Abstract:
Wind is one of the renewable energy resource, as it is clean energy and less in maintenance, it is alluring many researchers to work on it, but the wind is time varying in nature. It is essential to predict the wind speed for effective and efficient planning of the load demand. Forecasting is an important aid in wind speed prediction. The wind speed forecasting can effectively reduce or avoid the adverse effect of wind farm on power grid and it will also ensure the safe and economic operations of the power system. This major project is aimed to design an appropriate model for wind forecasting with less mean square error (MSE). A model is proposed to achieve above mentioned objective and it is observed that the proposed model gives the better performance than the existing models with respect to MSE