DocumentCode :
3345061
Title :
Design of Self-Adaptive PID Controller Based on Least Square Method
Author :
Liu, Xiaoyu ; Huang, Tinglei ; Tang, Xiangjiao ; Xin, HongBo
Author_Institution :
Comput. & Control Inst., Guilin Univ. of Electron. Technol., Guilin, China
fYear :
2009
fDate :
14-17 Oct. 2009
Firstpage :
527
Lastpage :
529
Abstract :
Least square method is widely applied in the field of self-adaptation control for it has well statistical property, such as consistency and unbiasedness. So we can improve the control effect of second-order system by using least square method in self-adaptive PID control. In this paper a self-adaptive PID controller of second-order system is discussed. The model of this system is established and simulated in Matlab. The simulation results show that relative to traditional PID control, this method is superior to the former for its quick response, over regulation and robust. Moreover, the controller can adjust rapidly according to the changes of system parameter.
Keywords :
control system synthesis; least squares approximations; self-adjusting systems; three-term control; Matlab; least square method; second-order system; self-adaptation control; self-adaptive PID controller design; Automatic control; Control system synthesis; Control systems; Error correction; Least squares methods; Mathematical model; PD control; Pi control; Proportional control; Three-term control; MATLAB; PID; least square method; self-adaptive control; simulation;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Genetic and Evolutionary Computing, 2009. WGEC '09. 3rd International Conference on
Conference_Location :
Guilin
Print_ISBN :
978-0-7695-3899-0
Type :
conf
DOI :
10.1109/WGEC.2009.65
Filename :
5402780
Link To Document :
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