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1. Hardware implementation

Balancing circuit: Design balancing circuits (such as resistors, capacitors, inductors, DC-DC converters, etc.) to achieve energy transfer or dissipation.

BMS (Battery Management System): BMS is responsible for monitoring the battery status and controlling the balancing process.

2. software implementation

Balancing strategy: Based on parameters such as voltage, capacity, and temperature of the battery, formulate balancing strategies (such as voltage based balancing and capacity based balancing).

Algorithm optimization: Advanced algorithms such as fuzzy control and neural networks are used to improve balance efficiency and accuracy.