Battery management systems (BMS) have become in maximizing the lifespan and performance of batteries, particularly in electric vehicles and portable electronics. Traditional BMS are typically hardware-based systems that monitor and control battery parameters such as voltage, current, and temperature. In recent years, there has been a growing trend

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