Title :
Fuzzy-neural control with application to a heating system
Author :
Mesbah, Samy ; Pang, Grantham
Author_Institution :
Dept. of Electr. & Electron. Eng., Hong Kong Univ., Hong Kong
Abstract :
In this paper, a fuzzy-neural approach is presented for the design of bang-bang control system. A description of the architecture is given. The multilayered structure of the controller is essentially a neural network which resembles a fuzzy rule-based system. The robustness issue of an application to a heating system is also described
Keywords :
bang-bang control; feedforward neural nets; furnaces; fuzzy control; fuzzy neural nets; heating; neurocontrollers; stability; temperature control; bang-bang control; furnace; fuzzy control; fuzzy neural networks; fuzzy rule-based system; heating system; multilayer neural network; neurocontrol; robustness; temperature control; Bang-bang control; Control systems; Fuzzy control; Fuzzy neural networks; Fuzzy systems; Heating; Knowledge based systems; Multi-layer neural network; Neural networks; Temperature control;
Conference_Titel :
Computer Aided Control System Design, 1999. Proceedings of the 1999 IEEE International Symposium on
Conference_Location :
Kohala Coast, HI
Print_ISBN :
0-7803-5500-8
DOI :
10.1109/CACSD.1999.808704
