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
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