A review on thermal management of lithium-ion batteries for electric vehicles
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Transformers offer a promising approach to modelling the complex relationships and dynamics inherent in battery usage and charging patterns.
“Transformers, with their ability to handle sequential and timeseries data, offer a promising approach to modelling the complex relationships and dynamics inherent in battery usage and charging patterns.(Zhang et al., 2022)”
From State-of-charge estimation of commercial electric vehicles by using battery-aware transformer network algorithms (2025) · cites this paper as Zhang et al., 2022
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Thermal Behavior Modeling of Lithium-Ion Batteries: A Comprehensive Review
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- Authors
- Zhang, X., Li, Z., Luo, L., Fan, Y., & Du, Z.
- Affiliations
- Taiyuan University of Technology (CN)
- Centre National de la Recherche Scientifique (FR)
- Venue
- Energy
- Publisher
- Elsevier BV
- Published
- 2022-01
- Volume
- 238
- Pages
- 121652
- ISSN
- 0360-5442 (ISSN-L)
- OpenAlex
- W3189054971
- Cited by
- 1,097
- References
- 101
- Citations by year
- 2026: 204 · 2025: 270 · 2024: 274 · 2023: 235 · 2022: 110 · 2021: 4
- FWCI
- 50.57
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Licence
- www.elsevier.com/tdm/userlicense/1.0/ (tdm)
- www.elsevier.com/legal/tdmrep-license (tdm)
- www.elsevier.com/open-access/userlicense/1.0/ (am, 218 d)
- doi.org/10.15223/policy-017 (stm-asf)
- doi.org/10.15223/policy-037 (stm-asf)
- doi.org/10.15223/policy-012 (stm-asf)
- doi.org/10.15223/policy-029 (stm-asf)
- doi.org/10.15223/policy-004 (stm-asf)
- Locations
- Energy (acceptedVersion)
- HAL (submittedVersion, other-oa)
- RePEc: Research Papers in Economics (submittedVersion)
- Funders
- Key Research and Development Projects of Shaanxi Province (201803D31035)
- National Key Research and Development Program of China (2016YFE0133300-04, DEW-COOL-4CDC, H2020-MSCA-RISE-2016)
- Topics
- Physical Sciences › Engineering › Automotive Engineering › Advanced Battery Technologies Research
- Physical Sciences › Engineering › Electrical and Electronic Engineering › Advancements in Battery Materials
- Physical Sciences › Engineering › Automotive Engineering › Electric and Hybrid Vehicle Technologies
- Keywords
- lithium-ion batteries, thermal management, electric vehicles, battery temperature, thermal runaway, lithium dendrites, battery safety, battery life, battery capacity
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