Planning of aircraft fleet maintenance teams

Detalhes bibliográficos
Autor(a) principal: Pereira, Duarte
Data de Publicação: 2021
Outros Autores: Gomes, Isaias, Melício, Rui, Mendes, Victor
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: http://hdl.handle.net/10174/31021
https://doi.org/10.3390/aerospace8050140
Resumo: This paper addresses a support information system for the planning of aircraft maintenance teams, assisting maintenance managers in delivering aircraft on time. The developed planning of aircraft maintenance teams is a computer application based on a mathematical programming problem written as a minimization one. The initial decision variables are positive integer variables specifying the allocation of available technicians by skills to maintenance teams. The objective function is a nonlinear function balancing the time spent and costs incurred with aircraft fleet maintenance. The data involves the technicians’ skills, the hours of work to perform maintenance tasks, the costs related to facilities, and the aircraft downtime cost. The realism of this planning entails random possibilities associated with maintenance workload data, and inference by a procedure of Monte Carlo simulation provides a proper set of workloads instead of going through all the possibilities. The based formalization is a nonlinear integer programming problem, converted into an equivalent pure linear integer programming problem, using a transformation from initial positive integer variables to Boolean ones. A case study addresses the use of this support information system for planning a team for aircraft maintenance of three lines under the uncertainty of workloads, and a discussion of results shows the serviceableness of the proposed support information system.
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spelling Planning of aircraft fleet maintenance teamsAircraft fleetLinear integer programmingProblem of planningEfficiencyMaintenance teamsSchedulingOptimizationThis paper addresses a support information system for the planning of aircraft maintenance teams, assisting maintenance managers in delivering aircraft on time. The developed planning of aircraft maintenance teams is a computer application based on a mathematical programming problem written as a minimization one. The initial decision variables are positive integer variables specifying the allocation of available technicians by skills to maintenance teams. The objective function is a nonlinear function balancing the time spent and costs incurred with aircraft fleet maintenance. The data involves the technicians’ skills, the hours of work to perform maintenance tasks, the costs related to facilities, and the aircraft downtime cost. The realism of this planning entails random possibilities associated with maintenance workload data, and inference by a procedure of Monte Carlo simulation provides a proper set of workloads instead of going through all the possibilities. The based formalization is a nonlinear integer programming problem, converted into an equivalent pure linear integer programming problem, using a transformation from initial positive integer variables to Boolean ones. A case study addresses the use of this support information system for planning a team for aircraft maintenance of three lines under the uncertainty of workloads, and a discussion of results shows the serviceableness of the proposed support information system.2022-01-31T16:16:40Z2022-01-312021-05-01T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articlehttp://hdl.handle.net/10174/31021http://hdl.handle.net/10174/31021https://doi.org/10.3390/aerospace8050140engndndruimelicio@gmail.comnd523Pereira, DuarteGomes, IsaiasMelício, RuiMendes, Victorinfo:eu-repo/semantics/openAccessreponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãoinstacron:RCAAP2024-01-03T19:29:00Zoai:dspace.uevora.pt:10174/31021Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-20T01:20:06.705475Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãofalse
dc.title.none.fl_str_mv Planning of aircraft fleet maintenance teams
title Planning of aircraft fleet maintenance teams
spellingShingle Planning of aircraft fleet maintenance teams
Pereira, Duarte
Aircraft fleet
Linear integer programming
Problem of planning
Efficiency
Maintenance teams
Scheduling
Optimization
title_short Planning of aircraft fleet maintenance teams
title_full Planning of aircraft fleet maintenance teams
title_fullStr Planning of aircraft fleet maintenance teams
title_full_unstemmed Planning of aircraft fleet maintenance teams
title_sort Planning of aircraft fleet maintenance teams
author Pereira, Duarte
author_facet Pereira, Duarte
Gomes, Isaias
Melício, Rui
Mendes, Victor
author_role author
author2 Gomes, Isaias
Melício, Rui
Mendes, Victor
author2_role author
author
author
dc.contributor.author.fl_str_mv Pereira, Duarte
Gomes, Isaias
Melício, Rui
Mendes, Victor
dc.subject.por.fl_str_mv Aircraft fleet
Linear integer programming
Problem of planning
Efficiency
Maintenance teams
Scheduling
Optimization
topic Aircraft fleet
Linear integer programming
Problem of planning
Efficiency
Maintenance teams
Scheduling
Optimization
description This paper addresses a support information system for the planning of aircraft maintenance teams, assisting maintenance managers in delivering aircraft on time. The developed planning of aircraft maintenance teams is a computer application based on a mathematical programming problem written as a minimization one. The initial decision variables are positive integer variables specifying the allocation of available technicians by skills to maintenance teams. The objective function is a nonlinear function balancing the time spent and costs incurred with aircraft fleet maintenance. The data involves the technicians’ skills, the hours of work to perform maintenance tasks, the costs related to facilities, and the aircraft downtime cost. The realism of this planning entails random possibilities associated with maintenance workload data, and inference by a procedure of Monte Carlo simulation provides a proper set of workloads instead of going through all the possibilities. The based formalization is a nonlinear integer programming problem, converted into an equivalent pure linear integer programming problem, using a transformation from initial positive integer variables to Boolean ones. A case study addresses the use of this support information system for planning a team for aircraft maintenance of three lines under the uncertainty of workloads, and a discussion of results shows the serviceableness of the proposed support information system.
publishDate 2021
dc.date.none.fl_str_mv 2021-05-01T00:00:00Z
2022-01-31T16:16:40Z
2022-01-31
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://hdl.handle.net/10174/31021
http://hdl.handle.net/10174/31021
https://doi.org/10.3390/aerospace8050140
url http://hdl.handle.net/10174/31021
https://doi.org/10.3390/aerospace8050140
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv nd
nd
ruimelicio@gmail.com
nd
523
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eu_rights_str_mv openAccess
dc.source.none.fl_str_mv reponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
instacron:RCAAP
instname_str Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
instacron_str RCAAP
institution RCAAP
reponame_str Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
collection Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
repository.name.fl_str_mv Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
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