DocumentCode :
11162
Title :
Petri Net Representation of Switched Fuzzy Systems
Author :
Zuohua Ding ; Jiaying Ma ; Kandel, Abraham
Author_Institution :
Lab. of Sci. Comput. & Software Eng., Zhejiang Sci-Tech Univ., Hangzhou, China
Volume :
21
Issue :
1
fYear :
2013
fDate :
Feb. 2013
Firstpage :
16
Lastpage :
29
Abstract :
Switched fuzzy systems can be used to describe the hybrid systems with fuzziness. However, the languages to describe the switching logic and the fuzzy subsystems are, in general, different, and this difference makes the system analysis and implementation hard. In this paper, we use differential Petri net (DPN) as a unified model to represent both the discrete logic and fuzzy dynamic processes. To exam the rationality of the representation, we prove the correctness of the representation for the discrete part and estimate the approximation accuracy of the representation for the dynamic part. Our work provides a way to analyze the switched fuzzy systems by checking the PN and to use the PN model for further system implementation. We demonstrate the benefits of our work via a case study.
Keywords :
Petri nets; fuzzy logic; fuzzy set theory; DPN; Petri Net representation; differential Petri net; discrete logic; fuzzy dynamic processes; fuzzy subsystems; hybrid systems; logic switching; switched fuzzy systems; Analytical models; Differential equations; Equations; Fuzzy systems; Mathematical model; Petri nets; Switches; Differential Petri net (DPN); Takagi–Sugeno (T–S) fuzzy model; model design; switched fuzzy system (SFS);
fLanguage :
English
Journal_Title :
Fuzzy Systems, IEEE Transactions on
Publisher :
ieee
ISSN :
1063-6706
Type :
jour
DOI :
10.1109/TFUZZ.2012.2197755
Filename :
6195002
Link To Document :
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