Reliable state of charge estimation of battery packs using fuzzy adaptive federated filtering
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Some methodologies, including fuzzy adaptive federated filtering and GPR, have been developed to address these challenges.
“Some methodologies, including fuzzy adaptive federated filtering[125] and GPR[60], have been developed to address these challenges.”
From Advancements in the estimation of the state of charge of lithium-ion battery: a comprehensive review of traditional and deep learning approaches (2025) · cites this paper as [125]
Environmental factors, including temperature fluctuations and aging effects, alter the OCV-SOC curve over time and under different operating conditions.
“These differences are further complicated by environmental factors, including temperature fluctuations and aging effects, which alter the OCV-SOC curve over time and under different operating conditions[125].”
From Advancements in the estimation of the state of charge of lithium-ion battery: a comprehensive review of traditional and deep learning approaches (2025) · cites this paper as [125]
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- Authors
- Hu, L., Hu, X., Che, Y., Feng, F., Lin, X., & Zhang, Z.
- Affiliations
- Chongqing University (CN)
- Ontario Tech University (CA)
- Changsha University of Science and Technology (CN)
- Corresponding author
- Hu, Lin
- Hu, Xiaosong
- Feng, Fei
- Venue
- Applied Energy
- Publisher
- Elsevier BV
- Published
- 2020-03
- Volume
- 262
- Pages
- 114569
- ISSN
- 0306-2619 (ISSN-L)
- OpenAlex
- W3005296994
- Cited by
- 144
- References
- 44
- Citations by year
- 2026: 6 · 2025: 18 · 2024: 12 · 2023: 16 · 2022: 34 · 2021: 41 · 2020: 17
- FWCI
- 9.99
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Applied Energy (publishedVersion)
- RePEc: Research Papers in Economics (submittedVersion)
- Funders
- National Natural Science Foundation of China
- Topics
- Physical Sciences › Engineering › Automotive Engineering › Advanced Battery Technologies Research
- Physical Sciences › Engineering › Automotive Engineering › Electric and Hybrid Vehicle Technologies
- Physical Sciences › Engineering › Control and Systems Engineering › Control Systems and Identification
- Keywords
- state of charge estimation, battery pack, series-connected batteries, cell inconsistency, fusion weights, measurement error, fault tolerance, electric vehicles
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