Title :
An application of AC servo motor by using particle swarm optimization based sliding mode controller
Author :
Yu, Ker-Wei ; Hu, Shang-Chang
Author_Institution :
Nat. Kaohsiung Marine Univ., Kaohsiung
Abstract :
In this paper, a sliding mode controller based on the particle swarm optimization (PSO) method is investigated. The output performance of the control system is depending on functions of the sliding surface of the variable structure control system. The parameters of the sliding surface are determined by the particle swarm optimization method to provide best output performances. The PSO based sliding mode controller has been applied in an AC servo motor as examples to illustrate the use of our main ideas.
Keywords :
AC motors; machine control; particle swarm optimisation; servomotors; variable structure systems; AC servo motor; particle swarm optimization; sliding mode controller; variable structure control system; AC motors; Control systems; Cybernetics; Particle swarm optimization; Particle tracking; Position control; Robust control; Servomechanisms; Servomotors; Sliding mode control;
Conference_Titel :
Systems, Man and Cybernetics, 2006. SMC '06. IEEE International Conference on
Conference_Location :
Taipei
Print_ISBN :
1-4244-0099-6
Electronic_ISBN :
1-4244-0100-3
DOI :
10.1109/ICSMC.2006.384784