Speed scaling technique integrated in scheduling of production and maintenance under energy constraints using genetic algorithms

Recently, energy scarcity and environmental pollution have become increasingly serious problems, while the scheduling of energy savings is attracting increasing attention from industries to minimize energy consumption. This article deals with the problem of scheduling production and maintenance unde...

Full description

Bibliographic Details
Main Authors: Assia Sadiqi, Ikram El Abbassi, Abdellah El Barkany, Moumen Darcherif, Ahmed El Biyaali
Format: Article
Language:English
Published: EDP Sciences 2020-01-01
Series:E3S Web of Conferences
Online Access:https://www.e3s-conferences.org/articles/e3sconf/pdf/2020/30/e3sconf_evf2020_01029.pdf
_version_ 1818644992525074432
author Assia Sadiqi
Ikram El Abbassi
Abdellah El Barkany
Moumen Darcherif
Ahmed El Biyaali
author_facet Assia Sadiqi
Ikram El Abbassi
Abdellah El Barkany
Moumen Darcherif
Ahmed El Biyaali
author_sort Assia Sadiqi
collection DOAJ
description Recently, energy scarcity and environmental pollution have become increasingly serious problems, while the scheduling of energy savings is attracting increasing attention from industries to minimize energy consumption. This article deals with the problem of scheduling production and maintenance under energy constraints in the flow shop. Two mixed binary integer programming models are provided to derive optimal scheduling to minimize total energy consumption (TEC). To solve this problem, we use an approximate method as a genetic algorithm (GA).
first_indexed 2024-12-17T00:23:40Z
format Article
id doaj.art-48767621a91e4d3fa17bda3e6f908e83
institution Directory Open Access Journal
issn 2267-1242
language English
last_indexed 2024-12-17T00:23:40Z
publishDate 2020-01-01
publisher EDP Sciences
record_format Article
series E3S Web of Conferences
spelling doaj.art-48767621a91e4d3fa17bda3e6f908e832022-12-21T22:10:31ZengEDP SciencesE3S Web of Conferences2267-12422020-01-011700102910.1051/e3sconf/202017001029e3sconf_evf2020_01029Speed scaling technique integrated in scheduling of production and maintenance under energy constraints using genetic algorithmsAssia Sadiqi0Ikram El AbbassiAbdellah El Barkany1Moumen Darcherif2Ahmed El Biyaali3Laboratoire Génie Mécanique, Faculté des sciences et Techniques de Fès, Université Sidi Mohammed Ben Abdellah B.P. 2202 - Route d’Imouzzer - FèsLaboratoire Génie Mécanique, Faculté des sciences et Techniques de Fès, Université Sidi Mohammed Ben Abdellah B.P. 2202 - Route d’Imouzzer - FèsECAM-EPMI, 13 Boulevard de l’HautilLaboratoire Génie Mécanique, Faculté des sciences et Techniques de Fès, Université Sidi Mohammed Ben Abdellah B.P. 2202 - Route d’Imouzzer - FèsRecently, energy scarcity and environmental pollution have become increasingly serious problems, while the scheduling of energy savings is attracting increasing attention from industries to minimize energy consumption. This article deals with the problem of scheduling production and maintenance under energy constraints in the flow shop. Two mixed binary integer programming models are provided to derive optimal scheduling to minimize total energy consumption (TEC). To solve this problem, we use an approximate method as a genetic algorithm (GA).https://www.e3s-conferences.org/articles/e3sconf/pdf/2020/30/e3sconf_evf2020_01029.pdf
spellingShingle Assia Sadiqi
Ikram El Abbassi
Abdellah El Barkany
Moumen Darcherif
Ahmed El Biyaali
Speed scaling technique integrated in scheduling of production and maintenance under energy constraints using genetic algorithms
E3S Web of Conferences
title Speed scaling technique integrated in scheduling of production and maintenance under energy constraints using genetic algorithms
title_full Speed scaling technique integrated in scheduling of production and maintenance under energy constraints using genetic algorithms
title_fullStr Speed scaling technique integrated in scheduling of production and maintenance under energy constraints using genetic algorithms
title_full_unstemmed Speed scaling technique integrated in scheduling of production and maintenance under energy constraints using genetic algorithms
title_short Speed scaling technique integrated in scheduling of production and maintenance under energy constraints using genetic algorithms
title_sort speed scaling technique integrated in scheduling of production and maintenance under energy constraints using genetic algorithms
url https://www.e3s-conferences.org/articles/e3sconf/pdf/2020/30/e3sconf_evf2020_01029.pdf
work_keys_str_mv AT assiasadiqi speedscalingtechniqueintegratedinschedulingofproductionandmaintenanceunderenergyconstraintsusinggeneticalgorithms
AT ikramelabbassi speedscalingtechniqueintegratedinschedulingofproductionandmaintenanceunderenergyconstraintsusinggeneticalgorithms
AT abdellahelbarkany speedscalingtechniqueintegratedinschedulingofproductionandmaintenanceunderenergyconstraintsusinggeneticalgorithms
AT moumendarcherif speedscalingtechniqueintegratedinschedulingofproductionandmaintenanceunderenergyconstraintsusinggeneticalgorithms
AT ahmedelbiyaali speedscalingtechniqueintegratedinschedulingofproductionandmaintenanceunderenergyconstraintsusinggeneticalgorithms