Logic-Based Hierarchies for Modeling Behavior of Complex Dynamic Systems with Applications

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Fuzzy Systems and Soft Computing in Nuclear Engineering

Part of the book series: Studies in Fuzziness and Soft Computing ((STUDFUZZ,volume 38))

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Abstract

Most complex systems are best represented in the form of a hierarchy. The Goal Tree Success Tree and Master Logic Diagram (GTST-MLD) are proven powerful hierarchic methods to represent complex snap-shot of plant knowledge. To represent dynamic behaviors of complex systems, fuzzy logic is applied to replace binary logic to extend the power of GTST-MLD. Such a fuzzy-logic-based hierarchy is called Dynamic Master Logic Diagram (DMLD). This chapter discusses comparison of the use of GTST-DMLD when applied as a modeling tool for systems whose relationships are modeled by either physical, binary logical or fuzzy logical relationships. This is shown by applying GTST-DMLD to the Direct Containment Heating (DCH) phenomenon at pressurized water reactors which is an important safety issue being addressed by the nuclear industry.

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© 2000 Springer-Verlag Berlin Heidelberg

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Hu, YS., Modarres, M. (2000). Logic-Based Hierarchies for Modeling Behavior of Complex Dynamic Systems with Applications. In: Ruan, D. (eds) Fuzzy Systems and Soft Computing in Nuclear Engineering. Studies in Fuzziness and Soft Computing, vol 38. Physica, Heidelberg. https://doi.org/10.1007/978-3-7908-1866-6_17

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  • DOI: https://doi.org/10.1007/978-3-7908-1866-6_17

  • Publisher Name: Physica, Heidelberg

  • Print ISBN: 978-3-7908-2466-7

  • Online ISBN: 978-3-7908-1866-6

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