DocumentCode :
2526398
Title :
Research on Multi-agent System Model of Diesel Engine Fault Diagnosis by Case-Based Reasoning
Author :
Zhao, Chunhua ; Zhao, Xinze ; Tan, Zongqi ; Yan, Xinping
Author_Institution :
Coll. of Mech. & Mater. Eng., China Three Gorges Univ.
Volume :
3
fYear :
2006
fDate :
Aug. 30 2006-Sept. 1 2006
Firstpage :
386
Lastpage :
389
Abstract :
Oil monitoring technology is a useful method in condition monitoring and fault diagnosis for the machine, especially for low-speed, heavy-load, reciprocated and lubricated diesel engine equipment. But it is difficult to implement intelligent diagnosis because monitored information lacks logical relationship in oil monitoring. To solve this problem, the theory and method of case-based reasoning is adopted for the data processing and fault analysis in oil monitoring with a multi-agent system structure. Detailed definitions of agents in the system were proposed, and the multi-agent system framework was established finally. Multi-agent mechanism brings flexible for case based reasoning. It enhances the capability of solving complicated question in new system, and overcomes the shortcoming of the fault knowledge difficult to update in traditional systems
Keywords :
case-based reasoning; condition monitoring; diesel engines; fault diagnosis; mechanical engineering computing; multi-agent systems; case-based reasoning; condition monitoring; data processing; diesel engine fault diagnosis; intelligent diagnosis; lubricated diesel engine equipment; multiagent system model; oil monitoring technology; Artificial intelligence; Condition monitoring; Data mining; Diesel engines; Fault diagnosis; Image recognition; Lubricating oils; Multiagent systems; Petroleum; Reliability engineering;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Innovative Computing, Information and Control, 2006. ICICIC '06. First International Conference on
Conference_Location :
Beijing
Print_ISBN :
0-7695-2616-0
Type :
conf
DOI :
10.1109/ICICIC.2006.505
Filename :
1692195
Link To Document :
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