Neural network based parameters identification and adaptive speed control of AC drive system

In this paper, a Hopfield neural network (HNN) based open-loop and closed-loop AC drive system parameter identification scheme is derived. Then an autotuned AC drive system which has the ability of online parameter tracking is designed. Simulation results have proved the validity of the HNN based AC drive system identification scheme and its adaptive control.