Assessing cyber-physical systems to balance maintenance replacement policies and optimise long-run average costs for aircraft assets
Many aircraft assets are subject to both preventive (scheduled) and corrective (unscheduled) replacement policies to ensure adequate levels of reliability and availability. The problem, particularly for assets that exist in large quantities, is that preventive replacement tasks often involve removin...
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doaj-5cfc4ddf4b884afeb9ef0c1d55d988b82021-04-02T15:14:36ZengWileyIET Cyber-Physical Systems2398-33962018-11-0110.1049/iet-cps.2018.5038IET-CPS.2018.5038Assessing cyber-physical systems to balance maintenance replacement policies and optimise long-run average costs for aircraft assetsMarco Andreacchio0Abdelghani Bekrar1Abdelghani Bekrar2Rachid Benmansour3Damien Trentesaux4EAM RFID Solutions (subdivision of EAM Worldwide)LAMIH UMR CNRS 8201, Polytechnic University Hauts-de-FranceLAMIH UMR CNRS 8201, Polytechnic University Hauts-de-FranceLAMIH UMR CNRS 8201, Polytechnic University Hauts-de-FranceLAMIH UMR CNRS 8201, Polytechnic University Hauts-de-FranceMany aircraft assets are subject to both preventive (scheduled) and corrective (unscheduled) replacement policies to ensure adequate levels of reliability and availability. The problem, particularly for assets that exist in large quantities, is that preventive replacement tasks often involve removing the entire population of assets from the aircraft, regardless of whether any assets were previously replaced on a corrective basis beforehand. To avoid the costs associated with premature asset removal, this study assesses the use of a cyber-physical systems approach to the management of identified aircraft assets. This approach builds on an industrial architecture that has been implemented and deployed in the aviation maintenance environment. This study outlines how the cyber-physical based identification of assets can facilitate balancing maintenance replacement policies to optimise long-run average costs per unit time. A mathematical model is proposed, and the suggested approach is validated using industrial data.https://digital-library.theiet.org/content/journals/10.1049/iet-cps.2018.5038optimisationpower system reliabilitymaintenance engineeringpreventive replacement taskscorrective basis beforehandpremature asset removalcyber-physical systems approachidentified aircraft assetsaviation maintenance environmentcyber-physical based identificationbalancing maintenance replacement policiesaverage costsassessing cyber-physical systems |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Marco Andreacchio Abdelghani Bekrar Abdelghani Bekrar Rachid Benmansour Damien Trentesaux |
spellingShingle |
Marco Andreacchio Abdelghani Bekrar Abdelghani Bekrar Rachid Benmansour Damien Trentesaux Assessing cyber-physical systems to balance maintenance replacement policies and optimise long-run average costs for aircraft assets IET Cyber-Physical Systems optimisation power system reliability maintenance engineering preventive replacement tasks corrective basis beforehand premature asset removal cyber-physical systems approach identified aircraft assets aviation maintenance environment cyber-physical based identification balancing maintenance replacement policies average costs assessing cyber-physical systems |
author_facet |
Marco Andreacchio Abdelghani Bekrar Abdelghani Bekrar Rachid Benmansour Damien Trentesaux |
author_sort |
Marco Andreacchio |
title |
Assessing cyber-physical systems to balance maintenance replacement policies and optimise long-run average costs for aircraft assets |
title_short |
Assessing cyber-physical systems to balance maintenance replacement policies and optimise long-run average costs for aircraft assets |
title_full |
Assessing cyber-physical systems to balance maintenance replacement policies and optimise long-run average costs for aircraft assets |
title_fullStr |
Assessing cyber-physical systems to balance maintenance replacement policies and optimise long-run average costs for aircraft assets |
title_full_unstemmed |
Assessing cyber-physical systems to balance maintenance replacement policies and optimise long-run average costs for aircraft assets |
title_sort |
assessing cyber-physical systems to balance maintenance replacement policies and optimise long-run average costs for aircraft assets |
publisher |
Wiley |
series |
IET Cyber-Physical Systems |
issn |
2398-3396 |
publishDate |
2018-11-01 |
description |
Many aircraft assets are subject to both preventive (scheduled) and corrective (unscheduled) replacement policies to ensure adequate levels of reliability and availability. The problem, particularly for assets that exist in large quantities, is that preventive replacement tasks often involve removing the entire population of assets from the aircraft, regardless of whether any assets were previously replaced on a corrective basis beforehand. To avoid the costs associated with premature asset removal, this study assesses the use of a cyber-physical systems approach to the management of identified aircraft assets. This approach builds on an industrial architecture that has been implemented and deployed in the aviation maintenance environment. This study outlines how the cyber-physical based identification of assets can facilitate balancing maintenance replacement policies to optimise long-run average costs per unit time. A mathematical model is proposed, and the suggested approach is validated using industrial data. |
topic |
optimisation power system reliability maintenance engineering preventive replacement tasks corrective basis beforehand premature asset removal cyber-physical systems approach identified aircraft assets aviation maintenance environment cyber-physical based identification balancing maintenance replacement policies average costs assessing cyber-physical systems |
url |
https://digital-library.theiet.org/content/journals/10.1049/iet-cps.2018.5038 |
work_keys_str_mv |
AT marcoandreacchio assessingcyberphysicalsystemstobalancemaintenancereplacementpoliciesandoptimiselongrunaveragecostsforaircraftassets AT abdelghanibekrar assessingcyberphysicalsystemstobalancemaintenancereplacementpoliciesandoptimiselongrunaveragecostsforaircraftassets AT abdelghanibekrar assessingcyberphysicalsystemstobalancemaintenancereplacementpoliciesandoptimiselongrunaveragecostsforaircraftassets AT rachidbenmansour assessingcyberphysicalsystemstobalancemaintenancereplacementpoliciesandoptimiselongrunaveragecostsforaircraftassets AT damientrentesaux assessingcyberphysicalsystemstobalancemaintenancereplacementpoliciesandoptimiselongrunaveragecostsforaircraftassets |
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