• DocumentCode
    379198
  • Title

    Real-time simulation for fault detection and diagnosis using stochastic qualitative reasoning

  • Author

    Miyasaka, Fusachika ; Yamasaki, Takahiro ; Yumoto, Masaki ; Ohkawa, Takenao ; Komoda, Norihisa

  • Author_Institution
    Yamatake Building Syst. Co. Ltd., Tokyo, Japan
  • fYear
    2001
  • fDate
    15-18 Oct. 2001
  • Firstpage
    391
  • Abstract
    Qualitative reasoning is one of the fault detection and diagnosis methods and is an effective way for complex systems. Especially, in the stochastic qualitative reasoning, the probabilistic process is used for state transition of the qualitative models with probabilities. In the paper, the stochastic qualitative reasoning is applied to a modelling method of the human qualitative thinking process based on the instrumentation diagram and the control information in building air conditioning systems. However, several subjects remain to be solved for practical uses. The paper proposes real-time simulation using stochastic qualitative reasoning as a way of practical uses for fault detection and diagnosis of a VAV (variable air volume) system of air conditioning systems.
  • Keywords
    air conditioning; common-sense reasoning; digital simulation; fault diagnosis; uncertainty handling; building air conditioning systems; complex system; fault detection; fault diagnosis; human qualitative thinking process; probabilistic process; real-time simulation; state transition; stochastic qualitative reasoning; variable air volume system; Air conditioning; Data engineering; Electrical fault detection; Fault detection; Fault diagnosis; Instruments; Stochastic processes; Stochastic systems; Switches; Temperature sensors;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Emerging Technologies and Factory Automation, 2001. Proceedings. 2001 8th IEEE International Conference on
  • Conference_Location
    Antibes-Juan les Pins, France
  • Print_ISBN
    0-7803-7241-7
  • Type

    conf

  • DOI
    10.1109/ETFA.2001.996393
  • Filename
    996393