Title :
Robust Design of Fuzzy Structured Controllers via a Moving Boundaries Process
Author :
Toscano, Rosario ; Ivan, Ioan Alexandru ; Zhebin Xue
Author_Institution :
Lab. de Tribologie et de Dynamique des Syst., Univ. of Lyon, Lyon, France
Abstract :
In this paper, we consider the design of a fuzzy structured controller for systems that can be well described by uncertain T-S fuzzy models. Finding such a controller is known to be computationally intractable by the conventional techniques. Therefore, to solve this design problem easily and directly, we utilize a moving boundary process together with a robust stability test, for finding a solution to the corresponding feasibility problem. Some design examples are presented to illustrate the main points introduced in this paper.
Keywords :
control system synthesis; fuzzy control; robust control; Takagi-Sugeno fuzzy model; fuzzy structured controller design; moving boundaries process; robust design; robust stability test; uncertain T-S fuzzy models; Bismuth; Fuzzy systems; Interpolation; Power capacitors; Process control; Robustness; Vectors; Fuzzy structured controller (FSC); moving boundary process (MBP); nonconvex design problem; robust stability test; uncertain T-S fuzzy model;
Journal_Title :
Cybernetics, IEEE Transactions on
DOI :
10.1109/TCYB.2014.2356582