Title :
The parameter setting and application study of ADRC based on immune genetic algorithm
Author :
Zeng, Wen-Fei ; Yan, Ling
Author_Institution :
Dept. of Inf. Eng., Shaoyang Univ., Shaoyang, China
Abstract :
Aim to Active-Disturbance-Rejection Control (ADRC) result from the pursuit of excellence control and the breeding of quality of many parameters it is difficult to adjust, thus shortcoming of limiting its engineering applications. The text combines the Immune Algorithm and Genetic Algorithm to construct ideal controller, putting forward a kind of the optimization compute method based on Immune Genetic Mechanism, thus avoided the problem on easy appeared precocity, low searching efficiency and can´t maintain quite nicely the in individual diversity in Genetic Algorithm, giving the parameter setting of ADRC based on IGA, getting away from the parameter setting and optimization of ADRC to the empirical dependence. The optimized ADRC is applied the method to some models, the result of simulation shows the good effect of ADRC set by IGA.
Keywords :
genetic algorithms; nonlinear control systems; three-term control; active-disturbance-rejection control; immune genetic algorithm; immune genetic mechanism; optimization compute method; Lead; Manganese; Niobium; Noise measurement; Active-Disturbance-Rejection Control (ADRC); Genetic Algorithm; Immune Algorithm; Parameter Setting;
Conference_Titel :
Intelligent Computing and Intelligent Systems (ICIS), 2010 IEEE International Conference on
Conference_Location :
Xiamen
Print_ISBN :
978-1-4244-6582-8
DOI :
10.1109/ICICISYS.2010.5658773