Moreover, in conventional battery management systems (BMSs), the cell balancing, charging strategy, and thermal regulation are treated separately at the expense of faster cell deterioration. Hence, this article proposes an optimized fast charging and balancing strategy with electrothermal regulation of LIB packs.
Furthermore, we proved that the proposed optimal charging strategies can better adapt to their corresponding application scenarios, shorten the charging time of lithium-ion batteries, and reduce SOH attenuation. Key words: lithium-ion battery, multiple application scenarios, SMCC strategy, balanced charging strategy
Hence, this article proposes an optimized fast charging and balancing strategy with electrothermal regulation of LIB packs. Therefore, the power dissipation constraints of passive balancing (PB) are introduced in the proposed integrated optimal framework, and cell balancing is achieved by bypassing the extra charging current.
Fast balance optimization approach for battery charging enhancement. Battery charging control in terms of balancing, fast charging, and constraints. Lithium-ion battery pack environment based on electro-thermal coupled model. Priority-objective reward function resulting in the agent curriculum learning.
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