State-of-charge estimation for Lithium-Ion batteries using Kalman filters based on fractional-order models

State-of-charge estimation for Lithium-Ion batteries using Kalman filters based on fractional-order models

The accuracy of state of charge estimation results will directly affect the performance of battery management system. Due to such, we focus in this article on the SOC estimation of Lithium-Ion batteries based on a fractional second-order RC model with free noninteger differentiation orders. For such...

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Bibliographic Details
Main Authors: Likun Xing, Liuyi Ling, Bing Gong, Menglong Zhang
Format: Article
Language:English
Published: Taylor & Francis Group 2022-12-01
Series:Connection Science
Subjects:
fractional calculus
lithium-ion batteries
state-of-charge
particle swarm optimisation algorithm
kalman filter
Online Access:http://dx.doi.org/10.1080/09540091.2021.1978930

Internet

http://dx.doi.org/10.1080/09540091.2021.1978930

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