• 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