Title :
Analytical model of three-dimensional fuzzy logic controller for spatio-temporal processes
Author :
Li, Han-Xiong ; Zhang, Xianxia ; Li, Shaoyuan
Author_Institution :
Dept. of MEEM, City Univ. of Hong Kong, Hong Kong
Abstract :
A novel three-dimensional fuzzy logic controller (3D FLC) is presented for controlling the spatio-temporal systems, with the help of three-dimensional (3D) fuzzy sets and inference logic. The analytical model of the 3D FLC is derived to disclose its working principle and guide the control design. The derived model show that the 3D FLC has a global sliding mode structure over the spatial domain, which explains why the 3D FLC is able to process spatial information more effectively with a few more sensors. Based on its sliding mode feature, the 3D fuzzy logic control system can be analyzed and designed in the sense of Lyapunov stability. Finally, a catalytic reactor is presented as an example to validate the effectiveness of 3D FLC.
Keywords :
Lyapunov methods; control system synthesis; fuzzy control; fuzzy set theory; variable structure systems; Lyapunov stability; catalytic reactor; control design; fuzzy logic controller; fuzzy set; global sliding mode structure; inference logic; spatio-temporal system; Analytical models; Automatic control; Automation; Control systems; Fuzzy control; Fuzzy logic; Fuzzy sets; Fuzzy systems; Process control; Sliding mode control; distributed parameter system; fuzzy logic controller; three-dimensional fuzzy set;
Conference_Titel :
Systems, Man and Cybernetics, 2008. SMC 2008. IEEE International Conference on
Conference_Location :
Singapore
Print_ISBN :
978-1-4244-2383-5
Electronic_ISBN :
1062-922X
DOI :
10.1109/ICSMC.2008.4811340
