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LONG TERM WIND SPEED PREDICTION USING WAVELET COEFFICIENTS AND SOFT COMPUTING

Journal: ICTACT Journal on Soft Computing (IJSC) (Vol.7, No. 1)

Publication Date:

Authors : ; ; ;

Page : 1338-1343

Keywords : Lifting wavelets; soft computing; fuzzy logic; neural network; scholastic;

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Abstract

In the past researches, scholars have carried out short-term prediction for wind speed. The present work deals with long-term wind speed prediction, required for hybrid power generation design and contract planning. As the total database is quite large for long-term prediction, feature extraction of data by application of Lifting wavelet coefficients is exploited, along with soft computing techniques for time series data, which is scholastic in nature.

Last modified: 2016-12-23 14:05:52