Research on Adaptive Hybrid Energy Consumption Model Based on Data Driven under Variable Working Conditions

As to the nonlinear and time-varying problems of the energy consumption model, this paper proposes an adaptive hybrid modeling method. Firstly, the recursive least squares algorithm with adaptive forgetting factor based on fuzzy algorithm and recursive least squares algorithm is used to identify the...

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Bibliographic Details

Published in:	Frontiers in Energy Research
Main Authors:	Yujun Su, Mingyao Zou, Cheng Jiang, Hong Qian
Format:	Article
Language:	English
Published:	Frontiers Media S.A. 2021-10-01
Subjects:	fuzzy algorithm recursive least squares algorithm kernel partial least squares algorithm sliding window adaptive forgetting factor adaptive hybrid model
Online Access:	https://www.frontiersin.org/articles/10.3389/fenrg.2021.738556/full