Title :
Fuzzy neural network internal model control
Author :
Wen, Xin-Yu ; Zhang, Jing-gang ; Zhao, Zhi-cheng
Author_Institution :
Dept. of Autom., Taiyuan Heavy Machinery Inst., China
Abstract :
Aiming at general nonlinear system in industry process, this paper presents an algorithm on internal model control based on fuzzy neural network (FNN). The internal model and internal model controller respectively are represented by FNN and are analyzed. Simulation shows that the proposed algorithm has good properties in terms of robustness and tracking performance.
Keywords :
fuzzy control; neurocontrollers; nonlinear control systems; fuzzy neural network; industry process; internal model control; internal model controller; nonlinear system; Automatic control; Automation; Control system synthesis; Fuzzy control; Fuzzy logic; Fuzzy neural networks; Fuzzy sets; Fuzzy systems; Machinery; Neural networks;
Conference_Titel :
Machine Learning and Cybernetics, 2003 International Conference on
Print_ISBN :
0-7803-8131-9
DOI :
10.1109/ICMLC.2003.1259558