Title :
Preventive Replacement for Multicomponent Systems: An Opportunistic Discrete-Time Dynamic Programming Model
Author :
L´Ecuyer, Pierre ; Haurie, Alain
Author_Institution :
GERAD; Ecole des Hautes Etudes Commerciales; 5255 avenue Decelles; Montréal, Québec H3T 1V6. CANADA.
fDate :
4/1/1983 12:00:00 AM
Abstract :
We propose a dynamic programming (DP) model for the optimal preventive replacement of elements in a multicomponent system. The model generalizes previous work on the subject by: i) allowing for non identical components, ii) permitting the computation of an ¿-optimal strategy for a medium size system (4 to 5 components), iii) showing that the control-limit rule does not extend to most of the multicomponent systems, and iv) proposing a class of suboptimal strategies to be used when the system is too large for directly implementing the DP algorithm. These features of the model are illustrated in a separately available Supplement via a numerical example inspired from the modular structure of a modern fighter aircraft´s engine.
Keywords :
Aircraft propulsion; Approximation methods; Cost function; Dynamic programming; Economies of scale; Infinite horizon; Jet engines; Size control; State-space methods; Stochastic processes; Control-limit rule; Dynamic programming; Multicomponent system; Opportunistic replacement; Preventive replacement; Stochastic optimization;
Journal_Title :
Reliability, IEEE Transactions on
DOI :
10.1109/TR.1983.5221494