Title :
A Design of Nonlinear Adaptive PID Controller Based on Genetic Algorithm
Author :
Wei-min Qi ; Wei-You Cai ; Qiao-ling Ji ; Yuan-Chu Cheng
Author_Institution :
Phys. & Inf. Eng. Inst., Jianghan Univ., China
Abstract :
The relationship between the error signal and gain parameters of PID controller is nonlinear, so fitting and constructing the nonlinear of each parameter can be used respectively for the individual tuning each part of PID controller. In this paper, it is described that based on the tuning law between the control and error, with formulating the nonlinear function of each gain parameter, the nonlinear PID controller could be optimized and constructed by adopting genetic algorithm. The simulate results of typical system shows that the dynamic and static performances of the system can be both attended to at a satisfied degree.
Keywords :
adaptive control; control system synthesis; genetic algorithms; nonlinear control systems; three-term control; adopting genetic algorithm; error signal; gain parameter; gain parameters; nonlinear adaptive PID controller design; nonlinear function; Adaptive control; Algorithm design and analysis; Control systems; Error correction; Genetic algorithms; Nonlinear control systems; Pi control; Programmable control; Proportional control; Three-term control; PID controller; genetic algorithm; nonlinear function;
Conference_Titel :
Control Conference, 2006. CCC 2006. Chinese
Conference_Location :
Harbin
Print_ISBN :
7-81077-802-1
DOI :
10.1109/CHICC.2006.280846