Data-driven battery energy storage safety in electric vehicles
This study focuses on the longevity of Li-ion batteries and exploring potential of prolonging battery lifetime, as well as ensuring the safety of electric vehicle usage through proper maintenance of the battery. This will aid in the development of profitable solutions for collection through close mo...
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Nanyang Technological University
2023
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| Online Access: | https://hdl.handle.net/10356/172550 |
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sg-ntu-dr.10356-1725502023-12-15T15:42:52Z Data-driven battery energy storage safety in electric vehicles Chan, John Chung Toh Hung Dinh Nguyen School of Electrical and Electronic Engineering hunghtd@ntu.edu.sg Engineering::Electrical and electronic engineering This study focuses on the longevity of Li-ion batteries and exploring potential of prolonging battery lifetime, as well as ensuring the safety of electric vehicle usage through proper maintenance of the battery. This will aid in the development of profitable solutions for collection through close monitoring of the battery lifespans. Currently, estimated lifetime of Li-ion batteries ranges between 3 to 5 years, depending on multiple factors such as frequency of use, temperature conditions and methods of recharging. Bachelor of Engineering (Electrical and Electronic Engineering) 2023-12-14T13:25:25Z 2023-12-14T13:25:25Z 2023 Final Year Project (FYP) Chan, J. C. T. (2023). Data-driven battery energy storage safety in electric vehicles. Final Year Project (FYP), Nanyang Technological University, Singapore. https://hdl.handle.net/10356/172550 https://hdl.handle.net/10356/172550 en application/pdf Nanyang Technological University |
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NTU Library |
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Singapore Singapore |
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English |
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Engineering::Electrical and electronic engineering |
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Engineering::Electrical and electronic engineering Chan, John Chung Toh Data-driven battery energy storage safety in electric vehicles |
| description |
This study focuses on the longevity of Li-ion batteries and exploring potential of prolonging battery lifetime, as well as ensuring the safety of electric vehicle usage through proper maintenance of the battery. This will aid in the development of profitable solutions for collection through close monitoring of the battery lifespans.
Currently, estimated lifetime of Li-ion batteries ranges between 3 to 5 years, depending on multiple factors such as frequency of use, temperature conditions and methods of recharging. |
| author2 |
Hung Dinh Nguyen |
| author_facet |
Hung Dinh Nguyen Chan, John Chung Toh |
| format |
Final Year Project |
| author |
Chan, John Chung Toh |
| author_sort |
Chan, John Chung Toh |
| title |
Data-driven battery energy storage safety in electric vehicles |
| title_short |
Data-driven battery energy storage safety in electric vehicles |
| title_full |
Data-driven battery energy storage safety in electric vehicles |
| title_fullStr |
Data-driven battery energy storage safety in electric vehicles |
| title_full_unstemmed |
Data-driven battery energy storage safety in electric vehicles |
| title_sort |
data-driven battery energy storage safety in electric vehicles |
| publisher |
Nanyang Technological University |
| publishDate |
2023 |
| url |
https://hdl.handle.net/10356/172550 |
| _version_ |
1787136530231328768 |