Title :
A kind of improved immune controller
Author :
Mo, Hongwei ; Xu, Lifang
Author_Institution :
Coll. of Autom., Harbin Eng. Univ., Harbin, China
Abstract :
Due to traditional controller´s poor performance in robustness and delay-resistance, many intelligent control methods spring up and artificial immune system is just one of them. In this paper, immune feedback controller is introduced in the aspects of biological principal and controller establishment. It is improved for designing a kind of new immune controller. It is simulated by Matlab Simulink platform. At last it´s applied in the system of DC motor speed control. Simulation research and analysis result demonstrates that the improved controller could yield a better result in terms of dynamic performance, robustness and inference-resistance than the old immune controller or a single fuzzy controller, shedding some light on practical application.
Keywords :
DC motors; artificial immune systems; feedback; intelligent control; velocity control; DC motor; Matlab Simulink simulation; artificial immune system; biological principal aspect; controller establishment aspect; feedback control; improved immune controller; intelligent control methods; robustness; speed control; Adaptive control; Artificial immune systems; Biological system modeling; Control systems; Delay; Immune system; Intelligent control; Lighting control; Robust control; Springs; Immune control; Immune network; Motor;
Conference_Titel :
Mechatronics and Automation, 2009. ICMA 2009. International Conference on
Conference_Location :
Changchun
Print_ISBN :
978-1-4244-2692-8
Electronic_ISBN :
978-1-4244-2693-5
DOI :
10.1109/ICMA.2009.5246625