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
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;
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
DOI :
10.1109/ETFA.2001.996393