A review of state of health and remaining useful life estimation methods for lithium-ion battery in electric vehicles: Challenges and recommendations
Aging of materials; Battery management systems; Electric automobiles; Electric vehicles; Environmental impact; Fossil fuels; Health; Ions; Proven reserves; Electric Vehicles (EVs); Estimation approaches; Internal and external factors; Issues and challenges; Remaining useful lives; State of health; T...
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2023
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my.uniten.dspace-234932023-05-29T14:49:55Z A review of state of health and remaining useful life estimation methods for lithium-ion battery in electric vehicles: Challenges and recommendations Lipu M.S.H. Hannan M.A. Hussain A. Hoque M.M. Ker P.J. Saad M.H.M. Ayob A. 36518949700 7103014445 57208481391 56583590200 37461740800 7202075525 26666566900 Aging of materials; Battery management systems; Electric automobiles; Electric vehicles; Environmental impact; Fossil fuels; Health; Ions; Proven reserves; Electric Vehicles (EVs); Estimation approaches; Internal and external factors; Issues and challenges; Remaining useful lives; State of health; Technological development; Thermal runway; Lithium-ion batteries Electric vehicles (EVs) have become increasingly popular due to zero carbon emission, reduction of fossil fuel reserve, comfortable and light transport. However, EVs employing lithium-ion battery are facing difficulties in terms of predicting accurate health and remaining useful life states due to various internal and external factors. Currently, very few papers are addressed to summarize the state of health (SOH) and remaining useful life (RUL) estimation approaches. In this regard, the goal of this paper is to comprehensively review the different estimation models to predict SOH, and RUL in a comparative manner. The results identify the classifications, characteristics and evaluation processes with advantages and disadvantages for EV applications. The review also investigates the issues and challenges with possible solutions. Furthermore, the review provides some selective proposals for the further technological development of SOH, and RUL estimation for lithium-ion batteries. All the highlights insight this review will hopefully lead to the increasing efforts towards the development of the advanced SOH and RUL methods for future EV uses. � 2018 Elsevier Ltd Final 2023-05-29T06:49:55Z 2023-05-29T06:49:55Z 2018 Review 10.1016/j.jclepro.2018.09.065 2-s2.0-85054827445 https://www.scopus.com/inward/record.uri?eid=2-s2.0-85054827445&doi=10.1016%2fj.jclepro.2018.09.065&partnerID=40&md5=e98283595bf7fe3b234e6478136b974c https://irepository.uniten.edu.my/handle/123456789/23493 205 115 133 Elsevier Ltd Scopus |
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Aging of materials; Battery management systems; Electric automobiles; Electric vehicles; Environmental impact; Fossil fuels; Health; Ions; Proven reserves; Electric Vehicles (EVs); Estimation approaches; Internal and external factors; Issues and challenges; Remaining useful lives; State of health; Technological development; Thermal runway; Lithium-ion batteries |
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36518949700 |
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36518949700 Lipu M.S.H. Hannan M.A. Hussain A. Hoque M.M. Ker P.J. Saad M.H.M. Ayob A. |
| format |
Review |
| author |
Lipu M.S.H. Hannan M.A. Hussain A. Hoque M.M. Ker P.J. Saad M.H.M. Ayob A. |
| spellingShingle |
Lipu M.S.H. Hannan M.A. Hussain A. Hoque M.M. Ker P.J. Saad M.H.M. Ayob A. A review of state of health and remaining useful life estimation methods for lithium-ion battery in electric vehicles: Challenges and recommendations |
| author_sort |
Lipu M.S.H. |
| title |
A review of state of health and remaining useful life estimation methods for lithium-ion battery in electric vehicles: Challenges and recommendations |
| title_short |
A review of state of health and remaining useful life estimation methods for lithium-ion battery in electric vehicles: Challenges and recommendations |
| title_full |
A review of state of health and remaining useful life estimation methods for lithium-ion battery in electric vehicles: Challenges and recommendations |
| title_fullStr |
A review of state of health and remaining useful life estimation methods for lithium-ion battery in electric vehicles: Challenges and recommendations |
| title_full_unstemmed |
A review of state of health and remaining useful life estimation methods for lithium-ion battery in electric vehicles: Challenges and recommendations |
| title_sort |
review of state of health and remaining useful life estimation methods for lithium-ion battery in electric vehicles: challenges and recommendations |
| publisher |
Elsevier Ltd |
| publishDate |
2023 |
| _version_ |
1806425893748342784 |