Short-Term Load Forecasting Based on Wavelet Transform and Least Squares Support Vector Machine Optimized by Improved Cuckoo Search

Short-Term Load Forecasting Based on Wavelet Transform and Least Squares Support Vector Machine Optimized by Improved Cuckoo Search

Due to the electricity market deregulation and integration of renewable resources, electrical load forecasting is becoming increasingly important for the Chinese government in recent years. The electric load cannot be exactly predicted only by a single model, because the short-term electric load is...

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Bibliographic Details
Main Authors: Yi Liang, Dongxiao Niu, Minquan Ye, Wei-Chiang Hong
Format: Article
Language:English
Published: MDPI AG 2016-10-01
Series:Energies
Subjects:
short-term load forecasting
wavelet transform
least squares support vector machine
cuckoo search
Gauss disturbance
Online Access:http://www.mdpi.com/1996-1073/9/10/827

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