The safe and efficient operation is the biggest challenge for LIBs. Smart batteries and intelligent management systems are one of the effective solutions to address this issue. Multiparameter monitoring is regarded as a promising tool to achieve the goal.
[Google Scholar] [CrossRef] Panwar, N.; Singh, S.; Garg, A.; Gupta, A.; Gao, L. Recent advancements in battery management system for Li-ion batteries of electric vehicles: Future role of digital twin, cyber-physical systems, battery swapping technology, and nondestructive testing.
This research holds the potential to transform battery management systems, prolong battery life, and enable smarter energy consumption. EVs need a reliable battery management system (BMS) to monitor the battery state. The SOC is a crucial factor of a BMS that determines the remaining battery energy and the time that it can last before charging.
Nonetheless, challenges in real-world applicability persist. Digital twin technology in EV battery management systems offers advantages such as the real-time monitoring, analysis, and simulation of battery behavior, which enhance the SOC estimation accuracy.
Fundamentally, smart BMS is a smart electronic system that can monitor and control the performance of lithium-ion batteries.
Recent advancements in battery management system for Li-ion batteries of electric vehicles: Future role of digital twin, cyber-physical systems, battery swapping technology, and nondestructive testing. Energy Technol.2021, 9, 2000984. [Google Scholar] [CrossRef]
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Furthermore, the aging in the cells in the pack is not even; rather, they are unequal between each cell. 125,126 The current state-of-the-art BMS technology misses a few …
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