DocumentCode
696018
Title
Review of prognostic problem in condition-based maintenance
Author
Dragomir, Otilia Elena ; Gouriveau, Rafael ; Dragomir, Florin ; Minca, Eugenia ; Zerhouni, Noureddine
Author_Institution
Autom. & Inf. Dept., Valahia Univ. of Targoviste, Targoviste, Romania
fYear
2009
fDate
23-26 Aug. 2009
Firstpage
1587
Lastpage
1592
Abstract
Prognostic is nowadays recognized as a key feature in maintenance strategies as it should allow avoiding inopportune maintenance spending. Real prognostic systems are however scarce in industry. That can be explained from different aspects, on of them being the difficulty of choosing an efficient technology: many approaches to support the prognostic process exist, whose applicability is highly dependent on industrial constraints. Thus, the general purpose of the paper is to explore the way of performing failure prognostics so that manager can act consequently. Different aspects of prognostic are discussed. The prognostic process is (re)defined and an overview of prognostic metrics is given. Following that, the “prognostic approaches” are described. The whole aims at giving an overview of the prognostic area, both from the academic and industrial points of views.
Keywords
condition monitoring; maintenance engineering; condition-based maintenance; failure prognostics; industrial constraints; inopportune maintenance spending; maintenance strategies; prognostic problem; Accuracy; Autoregressive processes; Degradation; Hidden Markov models; Maintenance engineering; Mathematical model; Vibrations;
fLanguage
English
Publisher
ieee
Conference_Titel
Control Conference (ECC), 2009 European
Conference_Location
Budapest
Print_ISBN
978-3-9524173-9-3
Type
conf
Filename
7074633
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