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
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;
Conference_Titel :
Reliability and Maintainability Symposium (RAMS), 2010 Proceedings - Annual
Conference_Location :
San Jose, CA
Print_ISBN :
978-1-4244-5102-9
Electronic_ISBN :
0149-144X
DOI :
10.1109/RAMS.2010.5447963