Open access
Aug 2026
Temporal-Feature-Enhanced Reinforcement Learning Control with Adaptive Speed-Loop Gain for PMSM Drives
Comparative simulations with conventional PI control and standard TD3 indicate that the proposed temporal-feature-enhanced reinforcement learning control approach for a PMSM drive system with adaptive regulation of the speed-loop gain improves transient response, reduces speed tracking error, and suppresses torque ripp...
Hongquan Zhang, Jingjun Cui, Zhihan Wu et al.
· Energies · 0 citations