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Open Access

Peer-reviewed

Research Article

State of energy estimation of lithium-ion battery based on long short-term memory optimization Adaptive Cubature Kalman filter

Enguang Hou,

Roles Conceptualization, Data curation, Validation, Writing – original draft

Affiliations School of Rail Transportation, Shandong Jiao Tong University, Jinan, China, School of Electrical Engineering, Shandong University, Jinan, China

https://orcid.org/0000-0002-9876-2091

⨯
Heyan Song,

Roles Conceptualization, Investigation, Writing – review & editing

Affiliation School of Rail Transportation, Shandong Jiao Tong University, Jinan, China
⨯
Zhen Wang,

Roles Methodology, Validation

Affiliation School of Rail Transportation, Shandong Jiao Tong University, Jinan, China
⨯
Jingshu Zhu,

Roles Data curation, Formal analysis, Writing – review & editing

Affiliation School of Rail Transportation, Shandong Jiao Tong University, Jinan, China
⨯
Jiarui Tang,

Roles Validation, Visualization

Affiliation School of Rail Transportation, Shandong Jiao Tong University, Jinan, China
⨯
Gang Shen,

Roles Formal analysis

Affiliation School of Rail Transportation, Shandong Jiao Tong University, Jinan, China
⨯
Jiangang Wang

Roles Formal analysis, Funding acquisition

* E-mail: hngauto@163.com

Affiliation Jinan Park Development Service Center, Jinan, China
⨯

State of energy estimation of lithium-ion battery based on long short-term memory optimization Adaptive Cubature Kalman filter

Enguang Hou,
Heyan Song,
Zhen Wang,
Jingshu Zhu,
Jiarui Tang,
Gang Shen,
Jiangang Wang

x

Published: July 10, 2024
https://doi.org/10.1371/journal.pone.0306165

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Short term memory
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