DocumentCode
2082754
Title
Value of condition monitoring information for maintenance decision-making
Author
Huynh, Tuan K. ; Barros, Anne ; Bérenguer, Christophe ; Castro, Inmaculada T.
Author_Institution
ICD Lab. de Modelisation et Surete des Syst., Univ. de Technol. de Troyes, Troyes, France
fYear
2010
fDate
25-28 Jan. 2010
Firstpage
1
Lastpage
6
Abstract
This paper provides a methodology to assess the value of condition monitoring for the maintenance decision-making on a deteriorating single-unit system. A general deterioration/failure model is first proposed for a system subject to competing failure modes due to wear and traumatic ¿shock¿ events. Based on this model, the mathematical cost models for two maintenance policies (i.e. block replacement and periodic inspection replacement) are developed. Finally, the value of the condition monitoring information obtained through the inspections is investigated by comparing on numerical examples of the optimal expected costs of both proposed policies. This work shows how the analysis of the maintenance costs savings using the maintenance cost models developed in this work can be used to justify or not the choice to implement an inspection/replacement policy based on condition monitoring information and to invest in condition monitoring devices. It is indeed useful to follow closely the actual evolution of deterioration path to adapt the maintenance decisions to the true state of the system to improve the maintenance policy performance and decrease its costs.
Keywords
condition monitoring; costing; decision making; failure (mechanical); inspection; maintenance engineering; wear; condition monitoring information value; deteriorating single-unit system; general deterioration-failure model; inspections; maintenance cost models; maintenance decision-making; maintenance policies; traumatic shock events; wear; Condition monitoring; Costs; Decision making; OFDM; Peak to average power ratio; Phase shift keying; Quadrature amplitude modulation; Quadrature phase shift keying; Systems engineering and theory; WiMAX; Block replacement; Gamma process; Poisson shock process; condition monitoring; periodic inspection/replacement;
fLanguage
English
Publisher
ieee
Conference_Titel
Reliability and Maintainability Symposium (RAMS), 2010 Proceedings - Annual
Conference_Location
San Jose, CA
ISSN
0149-144X
Print_ISBN
978-1-4244-5102-9
Electronic_ISBN
0149-144X
Type
conf
DOI
10.1109/RAMS.2010.5447963
Filename
5447963
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