A Hybrid Seasonal Mechanism with a Chaotic Cuckoo Search Algorithm with a Support Vector Regression Model for Electric Load Forecasting

A Hybrid Seasonal Mechanism with a Chaotic Cuckoo Search Algorithm with a Support Vector Regression Model for Electric Load Forecasting

Providing accurate electric load forecasting results plays a crucial role in daily energy management of the power supply system. Due to superior forecasting performance, the hybridizing support vector regression (SVR) model with evolutionary algorithms has received attention and deserves to continue...

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Bibliographic Details
Main Authors: Yongquan Dong, Zichen Zhang, Wei-Chiang Hong
Format: Article
Language:English
Published: MDPI AG 2018-04-01
Series:Energies
Subjects:
support vector regression
tent chaotic mapping function
cuckoo search algorithm
seasonal mechanism
load forecasting
Online Access:http://www.mdpi.com/1996-1073/11/4/1009

Internet

http://www.mdpi.com/1996-1073/11/4/1009

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