Title :
Modeling, Control and Filtering of Multi-Time-Scale Dynamical Systems Based on fuzzy singularly perturbed models
Author_Institution :
Tsinghua University, China
Abstract :
In this talk, a fuzzy singularly perturbed model is proposed for the modeling, control and filtering of a class of multi-time-scale dynamical systems, such as semiconductor packaging processes, multi-link (joint) flexible manipulators and large scale flexible space structure. The variant expands the idea from Takagi-Sugeno type fuzzy system that the dynamics of a class of distributed parameter systems can be approximated by softly merging locally linear singularly perturbed model, and an increased partition of fuzzy space will lead to a more precise approximation. As a result, the control problem for multi-time scale dynamical systems can be reduced to that for fuzzy singularly perturbed system so that plentiful of theoretical results are hopefully obtained.
Keywords :
Control systems; Distributed parameter systems; Filtering; Fuzzy control; Fuzzy systems; Large-scale systems; Manipulator dynamics; Merging; Semiconductor device packaging; Takagi-Sugeno model;
Conference_Titel :
Intelligent Systems Design and Applications, 2006. ISDA '06. Sixth International Conference on
Conference_Location :
Jian, China
Print_ISBN :
0-7695-2528-8
DOI :
10.1109/ISDA.2006.197