DocumentCode
2548376
Title
Research on Web-Based Multi-Agent System for Aeroengine Fault Diagnosis
Author
Wang, Jianrong ; Yu, Tianbiao ; Wang, Wanshan ; Yu, Ge
Author_Institution
Sch. of Mech. Eng. & Autom., Northeastern Univ., Shenyang
fYear
2008
fDate
20-22 July 2008
Firstpage
195
Lastpage
202
Abstract
On the analysis of current state of aeroengine remote diagnosis, collaborative mechanism based on multi-agent was introduced to overcome the obstacles of conventional remote fault diagnosis. The model of aeroengine remote collaborative diagnosis based on multi-agent was put forward on analysis of the positional relationship of all agents in the collaborative environment and the relationship between collaborative agents and roles in the course of collaboration. Some key technologies such as coordination mechanism, task assignment mechanism, agent interaction mechanism, case-based reasoning (CBR) in treatment agent, and the analytic hierarchy process (AHP) in decision analysis were discussed and specific methods of realization were given concretely. Based on these, a Web-based prototype system for aeroengine fault diagnosis was developed on the JADE (Java Agent DEvelopment Framework) platform. The process of system implementation and a case example of fault diagnosis were presented to illustrate and prove the proposed system´s applicability. Running results show the feasibility and reliability of the framework, which will be helpful to integrate the aeroengine diagnosis knowledge, improve the diagnosis efficiency effectively and decrease the aeroengine diagnosis cost remarkably.
Keywords
Internet; Java; aerospace computing; aerospace engines; failure analysis; groupware; multi-agent systems; JADE; Java agent development framework; Web-based multiagent system; aeroengine fault diagnosis; aeroengine remote collaborative diagnosis; agent interaction mechanism; analytic hierarchy process; case-based reasoning; task assignment mechanism; Aerospace safety; Air safety; Collaboration; Condition monitoring; Electrical equipment industry; Fault diagnosis; Health and safety; Manufacturing industries; Multiagent systems; Remote monitoring;
fLanguage
English
Publisher
ieee
Conference_Titel
Web-Age Information Management, 2008. WAIM '08. The Ninth International Conference on
Conference_Location
Zhangjiajie Hunan
Print_ISBN
978-0-7695-3185-4
Electronic_ISBN
978-0-7695-3185-4
Type
conf
DOI
10.1109/WAIM.2008.78
Filename
4597014
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