Title :
A multi-phase fuzzy variable structure controller with improved transient and steady state response
Author :
Leung, N.C.M. ; Li, C.K.
Author_Institution :
Dept. of Electron. Eng., Hong Kong Polytech., Hong Kong
Abstract :
In this paper, a fuzzy-based variable structure controller (FVSC) is proposed. An adaptive weighting function is used to implement multi-phase strategies of control. In the initial phase, a rapid transient strategy is used and in the final phase, it is switched to a maximum accuracy strategy. It can ameliorate the deficiencies of using only a single look up table. The proposed controller is simple to design and can be implemented cost effectively for both linear and non-linear systems in real time or time critical applications. The design has emphasized on the robustness, fast transient and steady state response with consideration in non-linear system. A well known robot manipulator model is used as an example and simulation results demonstrated that the proposed controller can track the states on the desired switching hyperplane accurately and without any overshoot
Keywords :
feedback; fuzzy control; linear systems; manipulators; nonlinear control systems; transient response; variable structure systems; adaptive weighting function; linear systems; maximum accuracy strategy; multi-phase fuzzy variable structure controller; nonlinear systems; rapid transient strategy; real time; robot manipulator model; robustness; steady state response; switching hyperplane; time critical applications; transient response; Adaptive control; Control systems; Costs; Fuzzy control; Nonlinear control systems; Programmable control; Real time systems; Robots; Robustness; Steady-state;
Conference_Titel :
Industrial Electronics, Control, and Instrumentation, 1993. Proceedings of the IECON '93., International Conference on
Conference_Location :
Maui, HI
Print_ISBN :
0-7803-0891-3
DOI :
10.1109/IECON.1993.339070