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Cited by 75Advanced Battery Technologies ResearchAdvancements in Battery MaterialsControl Systems and Identification

An optimized long short-term memory-weighted fading extended Kalman filtering model with wide temperature adaptation for the state of charge estimation of lithium-ion batteries

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Takyi-Aninakwa, Paul, Wang, Shunli, Zhang, Hongying, Yang, Xiaoyong, Fernandez, Carlos·2022·Applied Energy
DOI 10.1016/j.apenergy.2022.120043
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Crossref · 10.1016/j.apenergy.2022.120043

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  • Adaptive filtering techniques include extended Kalman filters (EKF), Unscented Kalman Filter (UKF), and particle filters.

    “These are the extended Kalman filters (EKF) [75], [76], [77], [78], Unscented Kalman Filter (UKF), [79], [80] and particle filters [81] of the adaptive filtering techniques.”

    From Review Paper for SOC Estimation Techniques: Challenges and Future Areas for Improvement (2024) · cites this paper as [75]

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Authors
Takyi-Aninakwa, P., Wang, S., Zhang, H., Yang, X., & Fernandez, C.
Affiliations
Southwest University of Science and Technology (CN)
Corresponding author
Wang, Shunli
ORCID
Venue
Applied Energy
Publisher
Elsevier BV
Published
2022-11
Volume
326
Pages
120043
ISSN
0306-2619 (ISSN-L)
DOI
10.1016/j.apenergy.2022.120043
OpenAlex
W4300818585
Cited by
75
References
4
Citations by year
2026: 13 · 2025: 19 · 2024: 23 · 2023: 19 · 2022: 1
FWCI
4.23
Type
journal article
Language
en
Open access
Licence
Locations
  • Applied Energy (publishedVersion)
  • RePEc: Research Papers in Economics (submittedVersion)
  • Open Access Institutional Repository at Robert Gordon University (Robert Gordon University) (submittedVersion, cc-by-nc-nd)
Topics
  • Physical Sciences › Engineering › Automotive Engineering › Advanced Battery Technologies Research
  • Physical Sciences › Engineering › Electrical and Electronic Engineering › Advancements in Battery Materials
  • Physical Sciences › Engineering › Control and Systems Engineering › Control Systems and Identification
Keywords
state of charge estimation, lithium-ion batteries, long short-term memory, attention mechanism, transfer learning, thermal adaptation, battery management systems, electric vehicles, data denoising

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