Approximated discrete system of fuzzy control system and stability analysis
説明
Fuzzy controls can describe control rules using if-then fuzzy rules and it can incorporate experts' control rules. It is, however, difficult to guarantee the stability of fuzzy control systems. This paper presents a new method for stability analysis of fuzzy control systems using Petri nets. By approximating the fuzzy control system as a discrete system, the fuzzy control system can be expressed using the Petri nets. The proposed method describes the fuzzy control system using the next-state function of the Petri net, thereby enables to analyze the stability of the fuzzy control system. Simple simulation is done to verify the proposed stability analysis method.
収録刊行物
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- Proceedings of IEEE 5th International Fuzzy Systems
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Proceedings of IEEE 5th International Fuzzy Systems 3 2155-2161, 2002-12-24
IEEE