A New Hybrid Approach for Wind Speed Forecasting Applying Support Vector Machine with Ensemble Empirical Mode Decomposition and Cuckoo Search Algorithm

A New Hybrid Approach for Wind Speed Forecasting Applying Support Vector Machine with Ensemble Empirical Mode Decomposition and Cuckoo Search Algorithm

Wind speed forecasting plays a crucial role in improving the efficiency of wind farms, and increases the competitive advantage of wind power in the global electricity market. Many forecasting models have been proposed, aiming to enhance the forecast performance. However, some traditional models used...

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Bibliographic Details
Main Authors: Tongxiang Liu, Shenzhong Liu, Jiani Heng, Yuyang Gao
Format: Article
Language:English
Published: MDPI AG 2018-09-01
Series:Applied Sciences
Subjects:
cuckoo search algorithm
support vector machine
ensemble empirical mode decomposition
wind speed forecasting
forecasting validity
Online Access:http://www.mdpi.com/2076-3417/8/10/1754

Internet

http://www.mdpi.com/2076-3417/8/10/1754

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