Parameters Identification of Battery Model Using a Novel Differential Evolution Algorithm Variant

Parameters Identification of Battery Model Using a Novel Differential Evolution Algorithm Variant

In order to deal with the fluctuation and intermittency of photovoltaic (PV) cells, the battery energy storage system (BESS) as a supplementary power source has been widely concerned. In BESS, the unknown parameters of the battery can affect its output, and its structure determines these parameters....

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Bibliographic Details
Main Authors: Junfeng Zhou, Yubo Zhang, Yuanjun Guo, Wei Feng, Muhammad Ilyas Menhas, Yanhui Zhang
Format: Article
Language:English
Published: Frontiers Media S.A. 2022-05-01
Series:Frontiers in Energy Research
Subjects:
parameter identification
battery model
dynamic opposite learning
differential evolution
battery energy storage system
Online Access:https://www.frontiersin.org/articles/10.3389/fenrg.2022.794732/full

Internet

https://www.frontiersin.org/articles/10.3389/fenrg.2022.794732/full

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