A hybrid FCW-EMD and KF-BA-SVM based model for short-term load forecasting

A hybrid FCW-EMD and KF-BA-SVM based model for short-term load forecasting

This paper proposes a hybrid short-term load forecasting method, which is based on the fuzzy combination weights as well as the empirical mode decomposition process (FCW-EMD), and support vector machine optimized via the Bat algorithm as well as the Kalman filtering process (KF-BA-SVM). The subjecti...

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Bibliographic Details
Main Authors:	Qingzhen Liu, Yuanbin Shen, Lei Wu, Jie Li, Lirong Zhuang, Shaofang Wang
Format:	Article
Language:	English
Published:	China electric power research institute 2018-06-01
Series:	CSEE Journal of Power and Energy Systems
Online Access:	https://ieeexplore.ieee.org/document/8386635

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