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Smart battery with intelligent management system: A lifespan perspective
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DOI：10.1016/j.etran.2026.100587.png)
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Abstract
En 中文
• An overview of smart battery with intelligent management for the next generation BMS is proposed, resulting in a multi-dimensional intelligence from material science to system science. • Considering lifespan management, three main intelligent parts are concluded, that is, intelligent perception (smart battery with sensors and control), intelligent monitoring (battery defect and safety monitoring), and intelligent management (battery mechanism and AI management). • This perspective presents the framework covering the various stages of LIBs, that is, design, manufacturing, monitoring, control, protection, and recycling, to describe an integrated flowchart for battery intelligence.
Keywords:
Smart battery
Intelligent management
Lifespan perspective
Battery intelligence
Next-generation BMS
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