用于新能源汽车电力电子系统中伺服电机预测的时序记忆增强时频建模

In new energy vehicle (NEV) battery swapping power electronics systems, servo motors serve as actuators for battery lifting, positioning modules, and locking mechanisms, with their operation governed by servo drivers. The torque and speed signals obtained from the drivers reflect dynamic load conditions and are critical indicators for both system reliability and power-electronic component health. ...