DocumentCode
532572
Title
The application of a CBR MAS hierarchical model in fault diagnosis system
Author
Chen Jun-jie ; Lu Ting-ting ; Gao Bao-lu ; Duan Jiang-li
Author_Institution
Coll. of Comput. Sci. & Technol., Taiyuan Univ. of Technol., Taiyuan, China
Volume
4
fYear
2010
fDate
22-24 Oct. 2010
Abstract
Due to complexity and diversity of large rotating machinery and working conditions, timely and accurate fault diagnosis can not be guaranteed. The method and process of distributed intelligent fault diagnosis based on MAS(Multi-Agent System) are analyzed, and a hierarchical model which uses case based reasoning (CBR) method to carry out fault diagnosis in fault diagnosis expert system is proposed. Using the model, the system can quickly and accurately analyzes the cause of machinery fault, and provide reasonable and constructive decision-making advice.
Keywords
case-based reasoning; fault diagnosis; machinery; multi-agent systems; production engineering computing; CBR MAS hierarchical model; case based reasoning; distributed intelligent fault diagnosis; multiagent system; rotating machinery; Monitoring; CBR; MAS; fault diagnosis; information fusion;
fLanguage
English
Publisher
ieee
Conference_Titel
Computer Application and System Modeling (ICCASM), 2010 International Conference on
Conference_Location
Taiyuan
Print_ISBN
978-1-4244-7235-2
Electronic_ISBN
978-1-4244-7237-6
Type
conf
DOI
10.1109/ICCASM.2010.5620772
Filename
5620772
Link To Document