Title :
An efficient stochastic qualitative reasoning method for real time fault diagnosis of building air conditioning system
Author :
Wang, Ping ; Yamasaki, Takahiro ; Yumoto, Masaki ; Ohkawa, Takenao ; Komoda, Norihisa ; Miyasaka, Fusachika
Author_Institution :
Fac. of Eng., Osaka Univ., Japan
Abstract :
Presents an efficient qualitative reasoning method. During the diagnosis process how the qualitative reasoning reflects the real word is estimated by a parameter, called agreement rate. At every point of time, the agreement rate is calculated based on a series of behaviors derived over a period of time from that point. Because the computation of agreement rate for every point of time is necessary for diagnosis, this causes inefficiency of reasoning several times at each point. Therefore, we propose an efficient qualitative reasoning method to do the reasoning from the beginning to the end continuously. This method computes the agreement rate for each point successively while reasoning. In addition, this method incorporate a rapid behavior deriving technique in the continuous reasoning
Keywords :
air conditioning; common-sense reasoning; fault diagnosis; agreement rate; building air conditioning system; continuous reasoning; rapid behavior deriving technique; real time fault diagnosis; stochastic qualitative reasoning method; Air conditioning; Electronic mail; Fault diagnosis; Information systems; Real time systems; Stochastic processes; Stochastic systems; Systems engineering and theory;
Conference_Titel :
Systems, Man, and Cybernetics, 1999. IEEE SMC '99 Conference Proceedings. 1999 IEEE International Conference on
Conference_Location :
Tokyo
Print_ISBN :
0-7803-5731-0
DOI :
10.1109/ICSMC.1999.815665