DocumentCode :
1947046
Title :
Aeroengine Health Assessment Using a Web-Based Grey Analytic Hierarchy Process
Author :
Wang, Jianrong ; Huang, Dongwei ; Su, Yingying ; Wang, Wanshan
Author_Institution :
Sch. of Mech. Eng. & Autom., Northeastern Univ., Shenyang
Volume :
1
fYear :
2008
fDate :
12-14 Dec. 2008
Firstpage :
411
Lastpage :
414
Abstract :
This paper proposed a Web-based evaluation method for aeroengine health assessment which combined the advantages of the analytic hierarchy process (AHP) and a grey clustering method to guarantee the accuracy and objectivity of weight coefficients. The Web-based framework is convenient for data collection, distributed management and processing. After constructing an index system of aeroengine health assessment based on correlated factors involved in aeroengine health status, we confirmed the weight of every index with AHP and gave a general health assessment by means of a grey clustering method. A case study was conducted in a fleet with ten aeroengines to validate the design of the underlying grey analytic hierarchy process (GAHP) model. Running results show the feasibility and reliability of the model, which will be helpful to realize the quantitative analysis in aeroengine health assessment and provide a decision support tool for decision makers.
Keywords :
Internet; aerospace engines; condition monitoring; decision making; grey systems; matrix algebra; pattern clustering; Web-based grey analytic hierarchy process; aeroengine health condition assessment; correlated factor; data collection; distributed management; distributed processing; evaluation matrix; grey clustering method; index system; weight coefficient; Aerospace safety; Aircraft; Automation; Clustering methods; Decision making; Engines; Information analysis; Maintenance; Mechanical engineering; Temperature; aeroengine health assessment; grey analytic hierarchy process; index system;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Computer Science and Software Engineering, 2008 International Conference on
Conference_Location :
Wuhan, Hubei
Print_ISBN :
978-0-7695-3336-0
Type :
conf
DOI :
10.1109/CSSE.2008.1236
Filename :
4721774
Link To Document :
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