Title :
Research on grey compensation-prediction PID controller for PMSM servo system
Author :
Wang, Song ; Shi, Shuangshuang ; Chen, Chao ; Wu, Jianhua
Author_Institution :
Sch. of Electr. Eng., Beijing Jiaotong Univ., Beijing, China
Abstract :
During to high nonlinearity and strong coupling, it is hard to build precise mathematic model for permanent magnet synchronous motor (PMSM). So, traditional PID controller can´t satisfy control requirements for servo system. On the basis of grey system theory, a grey PID control method consists of grey compensation PID algorithm (GC PID)and grey prediction PID (GP PID) is proposed in this paper. GP PID is based on an improved GM(1,1)-metabolism residual GM(1,1) model. We applied both GC and GP algorithm into AC PMSM servo system in MATLAB/SIMULINK, and simulation results show that it can greatly improve system performances, reduce system overshooting and overcome the influence of system´s uncertainty section.
Keywords :
grey systems; machine control; permanent magnet motors; servomechanisms; synchronous motors; three-term control; MATLAB-SIMULINK; grey compensation-prediction PID controller; grey system theory; metabolism residual GM model; permanent magnet synchronous motor servo system; Biochemistry; Control systems; Couplings; Equations; MATLAB; Mathematical model; Mathematics; Servomechanisms; Tellurium; Three-term control; GC PID; GP PID; Metabolism Residual GM(1,1) Model; Modeling and Simulation; PMSM;
Conference_Titel :
Control and Decision Conference (CCDC), 2010 Chinese
Conference_Location :
Xuzhou
Print_ISBN :
978-1-4244-5181-4
Electronic_ISBN :
978-1-4244-5182-1
DOI :
10.1109/CCDC.2010.5498210