TY - JOUR
T1 - Analysis and design for a class of complex control systems part II
T2 - Fuzzy controller design
AU - Cao, S. G.
AU - Rees, N. W.
AU - Feng, G.
PY - 1997/6
Y1 - 1997/6
N2 - In this second paper on the analysis and design of complex control systems, we present a controller design method for a class of complex control systems. This class of systems can be represented by a discrete-time dynamical fuzzy model as discussed in Part I, the companion paper. A necessary and sufficient condition for stabilization of this kind of discrete-time fuzzy control system is given. Furthermore, a constructive algorithm is developed to obtain the stabilizing feedback control law. The main contribution of this paper is the development of a decomposition principle that is, the design of a fuzzy discrete-time control system can be decomposed into the design of a set of discrete-time subsystems. Each subsystem can be designed independently, and the individual solutions can be combined to get a solution for the overall design problem. Two examples are given to illustrate the application of the method. © 1997 Elsevier Science Ltd.
AB - In this second paper on the analysis and design of complex control systems, we present a controller design method for a class of complex control systems. This class of systems can be represented by a discrete-time dynamical fuzzy model as discussed in Part I, the companion paper. A necessary and sufficient condition for stabilization of this kind of discrete-time fuzzy control system is given. Furthermore, a constructive algorithm is developed to obtain the stabilizing feedback control law. The main contribution of this paper is the development of a decomposition principle that is, the design of a fuzzy discrete-time control system can be decomposed into the design of a set of discrete-time subsystems. Each subsystem can be designed independently, and the individual solutions can be combined to get a solution for the overall design problem. Two examples are given to illustrate the application of the method. © 1997 Elsevier Science Ltd.
KW - Complex systems
KW - Control theory
KW - Fuzzy control
KW - Fuzzy models
KW - Fuzzy systems
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U2 - 10.1016/s0005-1098(97)00011-3
DO - 10.1016/s0005-1098(97)00011-3
M3 - RGC 21 - Publication in refereed journal
VL - 33
SP - 1029
EP - 1038
JO - Automatica
JF - Automatica
SN - 0005-1098
IS - 6
ER -