Title :
Statistical study on stability indices of fuzzy control systems
Author :
Holgado, J. ; Ollero, A. ; Aracil, J.
Author_Institution :
Dept. de Ingenieria Electr. de Sistemas y Autom., Escuela Univ. Politecnica, Cadiz, Spain
Abstract :
This paper deals with the analysis of fuzzy control systems. The main objective is to study the effect of parameter modifications in the closed loop dynamic behaviour. Particularly, the stability analysis against changes in parameters has a main interest for practical implementations. The paper uses stability indices previously developed by the authors to quantify the stability and robustness of fuzzy control systems. Both the stability around an equilibrium point and global stability are considered. The analysis is carried out by means of statistical methods. In this paper we propose the application of statistics for the analysis of fuzzy control systems. The approach is illustrated by considering the results of the application to the control of an inverted pendulum
Keywords :
closed loop systems; dynamics; fuzzy control; performance index; stability; statistical analysis; closed loop dynamic behaviour; equilibrium point; fuzzy control systems; global stability; inverted pendulum; robustness; stability analysis; stability indices; statistical methods; Control system analysis; Control systems; Electrical equipment industry; Fuzzy control; Jacobian matrices; Process control; Robust control; Robust stability; Stability analysis; Statistical analysis;
Conference_Titel :
Fuzzy Systems, 1994. IEEE World Congress on Computational Intelligence., Proceedings of the Third IEEE Conference on
Conference_Location :
Orlando, FL
Print_ISBN :
0-7803-1896-X
DOI :
10.1109/FUZZY.1994.343860
