Title :
Remaining useful life based maintenance decision making for deteriorating systems with both perfect and imperfect maintenance actions
Author :
Phuc Do Van ; Voisin, Alexandre ; Levrat, Eric ; Iung, Benoit
Author_Institution :
Nancy Res. Center for Autom. Control, Lorraine Univ., Vandoeuvre, France
Abstract :
This paper deals with a proactive condition-based maintenance (CBM) considering both perfect and imperfect maintenance actions for deteriorating systems. Perfect maintenance actions restore completely the system to the `as good as new´ state. Their related cost are however often high. Imperfect preventive maintenance restores partially the system with reduced maintenance cost. Nevertheless, the restoration quality may depend not only on the allocated maintenance cost, the system age but also on the total number of imperfect maintenance actions executed since the last replacement time of the system. The first objective of the paper is to model imperfect maintenance actions. The second objective is to propose an adaptive maintenance policy which can help to select optimally maintenance actions (perfect or imperfect actions), if needed, at each inspection time using the remaining useful life (RUL) prognosis. To illustrate the use and the advantages of the proposed maintenance policy, different sensitivity studies are analyzed and discussed through a numerical example.
Keywords :
ageing; costing; preventive maintenance; remaining life assessment; RUL prognosis; adaptive maintenance policy; condition-based maintenance; deteriorating systems; imperfect maintenance actions; imperfect preventive maintenance; maintenance decision making; perfect maintenance actions; reduced maintenance cost; remaining useful life; restoration quality; system age; Inspection; Maintenance engineering;
Conference_Titel :
Prognostics and Health Management (PHM), 2013 IEEE Conference on
Conference_Location :
Gaithersburg, MD
Print_ISBN :
978-1-4673-5722-7
DOI :
10.1109/ICPHM.2013.6621442