Sensing-based monitoring systems for electric vehicle battery – A review
The swift uptake of Electric Vehicles (EVs) has increased the demand for improved Battery Management Systems (BMS) to ensure the safety, efficiency, and durability of lithium-ion batteries. This review explores the current advancements in EV battery monitoring technologies, with a focus on sensing m...
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| Format: | Article |
| Language: | English |
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Elsevier
2025-06-01
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| Series: | Measurement: Energy |
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| Online Access: | http://www.sciencedirect.com/science/article/pii/S295034502500017X |
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| author | Ferdous Irtiaz Khan Md Moinul Hossain Gang Lu |
| author_facet | Ferdous Irtiaz Khan Md Moinul Hossain Gang Lu |
| author_sort | Ferdous Irtiaz Khan |
| collection | DOAJ |
| description | The swift uptake of Electric Vehicles (EVs) has increased the demand for improved Battery Management Systems (BMS) to ensure the safety, efficiency, and durability of lithium-ion batteries. This review explores the current advancements in EV battery monitoring technologies, with a focus on sensing mechanisms that estimate critical parameters such as battery states and thermal conditions. Various sensor technologies, including image-based methods, acoustic sensing, force sensors, thermal sensors, magnetic probing and optical sensors, are reviewed and discussed, highlighting their advantages, limitations, and suitability for practical applications. Additionally, gaps and challenges within the field are identified, including cell-level sensing, onboard monitoring, data acquisition mechanism, fault diagnostics and the application of sensors for internal analysis. These challenges underscore the necessity of developing scalable, non-invasive, and cost-effective solutions. |
| format | Article |
| id | doaj-art-7b0e7784bda04ddfa26d9076a6d4c3f4 |
| institution | OA Journals |
| issn | 2950-3450 |
| language | English |
| publishDate | 2025-06-01 |
| publisher | Elsevier |
| record_format | Article |
| series | Measurement: Energy |
| spelling | doaj-art-7b0e7784bda04ddfa26d9076a6d4c3f42025-08-20T02:05:12ZengElsevierMeasurement: Energy2950-34502025-06-01610005010.1016/j.meaene.2025.100050Sensing-based monitoring systems for electric vehicle battery – A reviewFerdous Irtiaz Khan0Md Moinul Hossain1Gang Lu2School of Engineering, Mathematics and Physics, University of Kent, Kent, Canterbury, CT2 7NT, UKCorresponding author.; School of Engineering, Mathematics and Physics, University of Kent, Kent, Canterbury, CT2 7NT, UKSchool of Engineering, Mathematics and Physics, University of Kent, Kent, Canterbury, CT2 7NT, UKThe swift uptake of Electric Vehicles (EVs) has increased the demand for improved Battery Management Systems (BMS) to ensure the safety, efficiency, and durability of lithium-ion batteries. This review explores the current advancements in EV battery monitoring technologies, with a focus on sensing mechanisms that estimate critical parameters such as battery states and thermal conditions. Various sensor technologies, including image-based methods, acoustic sensing, force sensors, thermal sensors, magnetic probing and optical sensors, are reviewed and discussed, highlighting their advantages, limitations, and suitability for practical applications. Additionally, gaps and challenges within the field are identified, including cell-level sensing, onboard monitoring, data acquisition mechanism, fault diagnostics and the application of sensors for internal analysis. These challenges underscore the necessity of developing scalable, non-invasive, and cost-effective solutions.http://www.sciencedirect.com/science/article/pii/S295034502500017XElectric vehicleSensorsBattery management systemOnboard monitoringBattery states |
| spellingShingle | Ferdous Irtiaz Khan Md Moinul Hossain Gang Lu Sensing-based monitoring systems for electric vehicle battery – A review Measurement: Energy Electric vehicle Sensors Battery management system Onboard monitoring Battery states |
| title | Sensing-based monitoring systems for electric vehicle battery – A review |
| title_full | Sensing-based monitoring systems for electric vehicle battery – A review |
| title_fullStr | Sensing-based monitoring systems for electric vehicle battery – A review |
| title_full_unstemmed | Sensing-based monitoring systems for electric vehicle battery – A review |
| title_short | Sensing-based monitoring systems for electric vehicle battery – A review |
| title_sort | sensing based monitoring systems for electric vehicle battery a review |
| topic | Electric vehicle Sensors Battery management system Onboard monitoring Battery states |
| url | http://www.sciencedirect.com/science/article/pii/S295034502500017X |
| work_keys_str_mv | AT ferdousirtiazkhan sensingbasedmonitoringsystemsforelectricvehiclebatteryareview AT mdmoinulhossain sensingbasedmonitoringsystemsforelectricvehiclebatteryareview AT ganglu sensingbasedmonitoringsystemsforelectricvehiclebatteryareview |