Planning of aircraft fleet maintenance teams

Detalhes bibliográficos
Autor(a) principal: Pereira, Duarte P.
Data de Publicação: 2021
Outros Autores: Gomes, Isaías, 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/10400.21/13395
Resumo: This paper addresses a support information system for the planning of aircraft mainte nance teams, assisting maintenance managers in delivering an aircraft on time. The developed planning of aircraft maintenance teams is a computer application based on a mathematical pro gramming problem written as a minimization one. The initial decision variables are positive inte ger 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 involve technicians’ skills, hours of work to perform maintenance tasks, costs related to facilities, and the aircraft downtime cost. The realism of this planning entails random possibilities associated with maintenance workload data, and the 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 posi tive integer variables to Boolean ones. A case study addresses the use of this support information system to plan 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 teamsSchedulingThis paper addresses a support information system for the planning of aircraft mainte nance teams, assisting maintenance managers in delivering an aircraft on time. The developed planning of aircraft maintenance teams is a computer application based on a mathematical pro gramming problem written as a minimization one. The initial decision variables are positive inte ger 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 involve technicians’ skills, hours of work to perform maintenance tasks, costs related to facilities, and the aircraft downtime cost. The realism of this planning entails random possibilities associated with maintenance workload data, and the 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 posi tive integer variables to Boolean ones. A case study addresses the use of this support information system to plan 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.MDPIRCIPLPereira, Duarte P.Gomes, IsaíasMelício, RuiMendes, Victor2021-05-31T09:26:13Z2021-05-192021-05-19T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttp://hdl.handle.net/10400.21/13395engPEREIRA, Duarte P.; [et al] – Planning of aircraft fleet maintenance teams. Aerospace. ISSN 2226-4310. Vol. 8, N.º 5 (2021), pp. 1-132226-431010.3390/aerospace8050140info: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:RCAAP2023-08-03T10:08:02Zoai:repositorio.ipl.pt:10400.21/13395Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-19T20:21:21.087921Repositório 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 P.
Aircraft fleet
Linear integer programming
Problem of planning
Efficiency
Maintenance teams
Scheduling
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 P.
author_facet Pereira, Duarte P.
Gomes, Isaías
Melício, Rui
Mendes, Victor
author_role author
author2 Gomes, Isaías
Melício, Rui
Mendes, Victor
author2_role author
author
author
dc.contributor.none.fl_str_mv RCIPL
dc.contributor.author.fl_str_mv Pereira, Duarte P.
Gomes, Isaías
Melício, Rui
Mendes, Victor
dc.subject.por.fl_str_mv Aircraft fleet
Linear integer programming
Problem of planning
Efficiency
Maintenance teams
Scheduling
topic Aircraft fleet
Linear integer programming
Problem of planning
Efficiency
Maintenance teams
Scheduling
description This paper addresses a support information system for the planning of aircraft mainte nance teams, assisting maintenance managers in delivering an aircraft on time. The developed planning of aircraft maintenance teams is a computer application based on a mathematical pro gramming problem written as a minimization one. The initial decision variables are positive inte ger 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 involve technicians’ skills, hours of work to perform maintenance tasks, costs related to facilities, and the aircraft downtime cost. The realism of this planning entails random possibilities associated with maintenance workload data, and the 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 posi tive integer variables to Boolean ones. A case study addresses the use of this support information system to plan 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 2021-05-31T09:26:13Z
2021-05-19
2021-05-19T00:00:00Z
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/10400.21/13395
url http://hdl.handle.net/10400.21/13395
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv PEREIRA, Duarte P.; [et al] – Planning of aircraft fleet maintenance teams. Aerospace. ISSN 2226-4310. Vol. 8, N.º 5 (2021), pp. 1-13
2226-4310
10.3390/aerospace8050140
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv MDPI
publisher.none.fl_str_mv MDPI
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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