Title :
Compensatory Controller Based on Artificial Immune system
Author :
Chen, Wenqing ; Zhou, Jianzhong ; Wei, Hongbin
Author_Institution :
Coll. of Hydropower & Inf. Eng., Huazhong Univ. of Sci. & Technol., Hubei
Abstract :
This paper describes the mechanisms of biological immune system (BIS) and presents a application approach of artificial immune system (AIS) based on the mechanisms of biological immune system in control system. In organism adaptive immune system, Th-cells activate B-cells to produce antibodies , but Ts-cells suppress B-Cells to produce antibodies. According to the amount of inbreaking antigens, the biological immune system (BIS) can regulate these activating and suppressing automatically, maintain its balance and further ensure accomplishment of immune function. Based on the organism adaptive immunity mechanism, we developed a new artificial immune control algorithm and designed an artificial immune compensatory regulator (AI regulator). The regulator imitates the functions of Th-cells and Ts-cells in immune system. The simulation result shows that AI regulator can improve system robustness and noise-proof feature effectively
Keywords :
biocontrol; cellular biophysics; neurocontrollers; artificial immune compensatory regulator; artificial immune system; biological immune system; compensatory controller; immune function; organism adaptive immune system; Adaptive systems; Artificial immune systems; Artificial intelligence; Automatic control; Biological control systems; Control systems; Immune system; Organisms; Programmable control; Regulators;
Conference_Titel :
Mechatronics and Automation, Proceedings of the 2006 IEEE International Conference on
Conference_Location :
Luoyang, Henan
Print_ISBN :
1-4244-0465-7
Electronic_ISBN :
1-4244-0466-5
DOI :
10.1109/ICMA.2006.257436