DocumentCode :
173653
Title :
A reconfigurable control system based on biological immune mechanism
Author :
Shengfang Dai ; Yongsheng Ding ; Lihong Ren ; Kuangrong Hao ; Junjun Huang
Author_Institution :
Coll. of Inf. Sci. & Technol., Donghua Univ., Shanghai, China
fYear :
2014
fDate :
5-8 Oct. 2014
Firstpage :
1783
Lastpage :
1788
Abstract :
Most of the multivariable industrial production processes have latent failures on account of its complexity and uncertainty. This brings a great hidden threat to the control system´s safety. Actuator fault is one of the commonest failures in control systems. This paper addresses a reconfigurable control system whose controller can be reconstructed when any actuator is faulty. Regard the control system as a biological immune system, an immune reconfigurable control system (IRCS) is designed. The IRCS includes an actuator monitor to imitate the immune surveillance mechanism, a decision module to imitate the immune response mechanism, a control strategy repository to imitate the immune memory mechanism and an adaptive learning module to imitate the immune learning mechanism. The IRCS is applied to the polyacrylonitrile carbon fiber coagulation bath, and the simulation results show that when there is any actuator fault, the IRCS can guarantee better performance compared with the conventional control schemes.
Keywords :
MIMO systems; actuators; multivariable control systems; optimisation; IRCS; actuator fault; adaptive learning module; biological immune mechanism; immune learning mechanism; immune reconfigurable control system; multivariable industrial production process; polyacrylonitrile carbon fiber coagulation bath; reconfigurable control system; Actuators; Adaptation models; Immune system; Integrated circuit modeling; Monitoring; Optimization; actuator fault; biological immune mechanism; carbon fiber coagulation bath; multi-objective optimization; reconfigurable control system;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Systems, Man and Cybernetics (SMC), 2014 IEEE International Conference on
Conference_Location :
San Diego, CA
Type :
conf
DOI :
10.1109/SMC.2014.6974175
Filename :
6974175
Link To Document :
بازگشت