Neural network based parameters identification and adaptive speedcontrol of AC drive system

摘要

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