DocumentCode
1859178
Title
Multi-criteria cartography investigation on diagnostics and prognostics techniques suited for system and vehicle health maintenance
Author
Geanta, Ioana ; Iung, Benoit ; Theilliol, Didier ; Schieber, Marc ; Fusero, Yann
Author_Institution
CRAN, Univ. de Lorraine, Nancy, France
fYear
2012
fDate
10-13 Sept. 2012
Firstpage
182
Lastpage
187
Abstract
This paper proposes a cartography investigation on diagnostics and prognostics techniques accomplished in order to setup the health management for complex vehicle systems in accordance with IVHM (Integrated Vehicle Health Management) principles. Relevant reviews and surveys of the existing approaches are generally realized as statements of the achievements in these fields; however they rarely tackle both diagnostics and prognostics. As classic criteria do not respond to current needs in IVHM, this paper has isolated several main features in order to formally prove the accordance and the effective choice between the system-of-interest, its maintenance system and diagnostics and prognostics algorithms. Thus, the proposed criteria are oriented on the target and on the maintenance systems. The investigated classification established through a multi-criteria selection reveals new orientations which should be considered in IVHM and it also enables further research on future pertinent methods for building a smart multi-model vehicle health assessment reasoner.
Keywords
automatic test equipment; automotive engineering; maintenance engineering; mechanical engineering computing; vehicle dynamics; IVHM principles; classification criteria; complex vehicle systems; diagnostics algorithm; diagnostics technique; integrated vehicle health management; multicriteria cartography; multicriteria selection; prognostics algorithm; prognostics technique; smart multimodel vehicle health assessment reasoner; Circuit faults; Classification algorithms; Degradation; Maintenance engineering; Mathematical model; Vehicle dynamics; Vehicles; Data-Driven Methods; Diagnostics; Experience-Driven Techniques; IVHM; Model-Driven Methods; Prognostics; System and Vehicle Health Maintenance;
fLanguage
English
Publisher
ieee
Conference_Titel
AUTOTESTCON, 2012 IEEE
Conference_Location
Anaheim, CA
ISSN
1088-7725
Print_ISBN
978-1-4673-0698-0
Type
conf
DOI
10.1109/AUTEST.2012.6334531
Filename
6334531
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