Computing small-fleet aircraft availabilities including redundancy and spares

Citation
Jk. Cochran et Tp. Lewis, Computing small-fleet aircraft availabilities including redundancy and spares, COMPUT OPER, 29(5), 2002, pp. 529-540
Citations number
10
Categorie Soggetti
Engineering Management /General
Journal title
COMPUTERS & OPERATIONS RESEARCH
ISSN journal
03050548 → ACNP
Volume
29
Issue
5
Year of publication
2002
Pages
529 - 540
Database
ISI
SICI code
0305-0548(200204)29:5<529:CSAAIR>2.0.ZU;2-H
Abstract
Logistics support is a key element of aircraft transportation systems. This paper is concerned with the impact of aircraft spares provisioning decisio ns on the availability of aircraft. Spares provisioning in this context is complicated by the fact that spares may be shared across aircraft and that aircraft may have redundant systems. In addition, decisions concerning airc raft spares support require a rapid response for safety reasons. Analytical models have proven to provide a quicker response time than corresponding s imulation models. There is an existing analytical model that includes the e ffect of redundancy and spares, but the underlying assumption is that a lar ge number of aircraft are being modeled. In many applications, predictions of the number of times an aircraft can fly each day and the number of aircr aft that are ready at any time are applied to a small fleet of aircraft. Th is paper demonstrates the improvement in computational accuracy that is ach ieved by reflecting the impact of small numbers of aircraft on availability projections. The approach used is to extend existing finite queuing spares models to including redundancy. Further, the method is used to optimize sp ares provision with respect to a user specified availability goal. Although the case study for this work is a military combat aircraft application fro m the Gulf War, the method is applicable to any small system of vehicles or machines where components may be redundant, demand and repairs may be appr oximated as following an exponential distribution, and limited access to sp are parts is the rule.