Online estimation of lithium battery SOC based on fractional order FOUKF‐FOMIUKF algorithm with multiple time scales

Online estimation of lithium battery SOC based on fractional order FOUKF‐FOMIUKF algorithm with multiple time scales

Abstract Aiming at the matter of poor precision in predicting the charge of lithium battery by applying conventional integer‐order models and offline parameter identification, this paper proposes a joint fractional‐order multi‐innovations unscented Kalman filter (FOUKF‐FOMIUKF) algorithm for predict...

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Bibliographic Details
Main Authors: Likun Xing, Hengqi Ren, Wenfei Luo, Zhenyun Zhang, Yangwanhao Song
Format: Article
Language:English
Published: Wiley 2024-03-01
Series:Energy Science & Engineering
Subjects:
a theory of multi‐innovations discrimination
fractional order models
on‐line parameter recognition
state of charge
unscented Kalman filter algorithm
Online Access:https://doi.org/10.1002/ese3.1674

Internet

https://doi.org/10.1002/ese3.1674

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