Robust integrated production-maintenance scheduling for an evaporation network

Autores
Palacín, C.G.; Pitarch, J.L.; Jasch, C.; Mendez, Carlos Alberto; de Prada, C.
Año de publicación
2018
Idioma
inglés
Tipo de recurso
artículo
Estado
versión publicada
Descripción
This work aims to reduce the global resource consumption in an industrial evaporation network by better tasks management and coordination. The network works in continuous, processing some products in several evaporation plants, so optimal load allocation and product-plant assignment problems appear. The plants have different features (capacity, equipment, etc.) and their performance is affected by fouling inside the heat exchangers and external factors. Hereby, the optimizer has to decide when maintenance operations have to be triggered. Therefore, a mixed production/maintenance scheduling problem arises. The plant behavior is approximated by surrogate linear models obtained experimentally, allowing thus the use of mixed-integer linear optimization routines to obtain solutions in acceptable time. Furthermore, uncertainty in the weather forecast and in the production plan is also considered via a two-stage stochastic programming approach. Finally, a trade-off analysis between other objectives of interest is given to support the decision maker.
Fil: Palacín, C.G.. Universidad de Valladolid; España
Fil: Pitarch, J.L.. Universidad de Valladolid; España
Fil: Jasch, C.. Lenzing Ag; Austria
Fil: Mendez, Carlos Alberto. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - Santa Fe. Instituto de Desarrollo Tecnológico para la Industria Química. Universidad Nacional del Litoral. Instituto de Desarrollo Tecnológico para la Industria Química; Argentina
Fil: de Prada, C.. Universidad de Valladolid; España
Materia
FOULING
INTEGRATION
MAINTENANCE PREDICTION
PRODUCTION SCHEDULING
SIMILARITY INDEX
STOCHASTIC OPTIMIZATION
Nivel de accesibilidad
acceso abierto
Condiciones de uso
https://creativecommons.org/licenses/by-nc-sa/2.5/ar/
Repositorio
CONICET Digital (CONICET)
Institución
Consejo Nacional de Investigaciones Científicas y Técnicas
OAI Identificador
oai:ri.conicet.gov.ar:11336/86618
Acceder
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oai_identifier_str oai:ri.conicet.gov.ar:11336/86618
network_acronym_str CONICETDig
repository_id_str 3498
network_name_str CONICET Digital (CONICET)
spelling Robust integrated production-maintenance scheduling for an evaporation networkPalacín, C.G.Pitarch, J.L.Jasch, C.Mendez, Carlos Albertode Prada, C.FOULINGINTEGRATIONMAINTENANCE PREDICTIONPRODUCTION SCHEDULINGSIMILARITY INDEXSTOCHASTIC OPTIMIZATIONhttps://purl.org/becyt/ford/2.4https://purl.org/becyt/ford/2This work aims to reduce the global resource consumption in an industrial evaporation network by better tasks management and coordination. The network works in continuous, processing some products in several evaporation plants, so optimal load allocation and product-plant assignment problems appear. The plants have different features (capacity, equipment, etc.) and their performance is affected by fouling inside the heat exchangers and external factors. Hereby, the optimizer has to decide when maintenance operations have to be triggered. Therefore, a mixed production/maintenance scheduling problem arises. The plant behavior is approximated by surrogate linear models obtained experimentally, allowing thus the use of mixed-integer linear optimization routines to obtain solutions in acceptable time. Furthermore, uncertainty in the weather forecast and in the production plan is also considered via a two-stage stochastic programming approach. Finally, a trade-off analysis between other objectives of interest is given to support the decision maker.Fil: Palacín, C.G.. Universidad de Valladolid; EspañaFil: Pitarch, J.L.. Universidad de Valladolid; EspañaFil: Jasch, C.. Lenzing Ag; AustriaFil: Mendez, Carlos Alberto. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - Santa Fe. Instituto de Desarrollo Tecnológico para la Industria Química. Universidad Nacional del Litoral. Instituto de Desarrollo Tecnológico para la Industria Química; ArgentinaFil: de Prada, C.. Universidad de Valladolid; EspañaPergamon-Elsevier Science Ltd2018-02info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionhttp://purl.org/coar/resource_type/c_6501info:ar-repo/semantics/articuloapplication/pdfapplication/pdfhttp://hdl.handle.net/11336/86618Palacín, C.G.; Pitarch, J.L.; Jasch, C.; Mendez, Carlos Alberto; de Prada, C.; Robust integrated production-maintenance scheduling for an evaporation network; Pergamon-Elsevier Science Ltd; Computers and Chemical Engineering; 110; 2-2018; 140-1510098-1354CONICET DigitalCONICETenginfo:eu-repo/semantics/altIdentifier/doi/10.1016/j.compchemeng.2017.12.005info:eu-repo/semantics/openAccesshttps://creativecommons.org/licenses/by-nc-sa/2.5/ar/reponame:CONICET Digital (CONICET)instname:Consejo Nacional de Investigaciones Científicas y Técnicas2025-09-10T13:20:40Zoai:ri.conicet.gov.ar:11336/86618instacron:CONICETInstitucionalhttp://ri.conicet.gov.ar/Organismo científico-tecnológicoNo correspondehttp://ri.conicet.gov.ar/oai/requestdasensio@conicet.gov.ar; lcarlino@conicet.gov.arArgentinaNo correspondeNo correspondeNo correspondeopendoar:34982025-09-10 13:20:40.584CONICET Digital (CONICET) - Consejo Nacional de Investigaciones Científicas y Técnicasfalse
dc.title.none.fl_str_mv Robust integrated production-maintenance scheduling for an evaporation network
title Robust integrated production-maintenance scheduling for an evaporation network
spellingShingle Robust integrated production-maintenance scheduling for an evaporation network
Palacín, C.G.
FOULING
INTEGRATION
MAINTENANCE PREDICTION
PRODUCTION SCHEDULING
SIMILARITY INDEX
STOCHASTIC OPTIMIZATION
title_short Robust integrated production-maintenance scheduling for an evaporation network
title_full Robust integrated production-maintenance scheduling for an evaporation network
title_fullStr Robust integrated production-maintenance scheduling for an evaporation network
title_full_unstemmed Robust integrated production-maintenance scheduling for an evaporation network
title_sort Robust integrated production-maintenance scheduling for an evaporation network
dc.creator.none.fl_str_mv Palacín, C.G.
Pitarch, J.L.
Jasch, C.
Mendez, Carlos Alberto
de Prada, C.
author Palacín, C.G.
author_facet Palacín, C.G.
Pitarch, J.L.
Jasch, C.
Mendez, Carlos Alberto
de Prada, C.
author_role author
author2 Pitarch, J.L.
Jasch, C.
Mendez, Carlos Alberto
de Prada, C.
author2_role author
author
author
author
dc.subject.none.fl_str_mv FOULING
INTEGRATION
MAINTENANCE PREDICTION
PRODUCTION SCHEDULING
SIMILARITY INDEX
STOCHASTIC OPTIMIZATION
topic FOULING
INTEGRATION
MAINTENANCE PREDICTION
PRODUCTION SCHEDULING
SIMILARITY INDEX
STOCHASTIC OPTIMIZATION
purl_subject.fl_str_mv https://purl.org/becyt/ford/2.4
https://purl.org/becyt/ford/2
dc.description.none.fl_txt_mv This work aims to reduce the global resource consumption in an industrial evaporation network by better tasks management and coordination. The network works in continuous, processing some products in several evaporation plants, so optimal load allocation and product-plant assignment problems appear. The plants have different features (capacity, equipment, etc.) and their performance is affected by fouling inside the heat exchangers and external factors. Hereby, the optimizer has to decide when maintenance operations have to be triggered. Therefore, a mixed production/maintenance scheduling problem arises. The plant behavior is approximated by surrogate linear models obtained experimentally, allowing thus the use of mixed-integer linear optimization routines to obtain solutions in acceptable time. Furthermore, uncertainty in the weather forecast and in the production plan is also considered via a two-stage stochastic programming approach. Finally, a trade-off analysis between other objectives of interest is given to support the decision maker.
Fil: Palacín, C.G.. Universidad de Valladolid; España
Fil: Pitarch, J.L.. Universidad de Valladolid; España
Fil: Jasch, C.. Lenzing Ag; Austria
Fil: Mendez, Carlos Alberto. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - Santa Fe. Instituto de Desarrollo Tecnológico para la Industria Química. Universidad Nacional del Litoral. Instituto de Desarrollo Tecnológico para la Industria Química; Argentina
Fil: de Prada, C.. Universidad de Valladolid; España
description This work aims to reduce the global resource consumption in an industrial evaporation network by better tasks management and coordination. The network works in continuous, processing some products in several evaporation plants, so optimal load allocation and product-plant assignment problems appear. The plants have different features (capacity, equipment, etc.) and their performance is affected by fouling inside the heat exchangers and external factors. Hereby, the optimizer has to decide when maintenance operations have to be triggered. Therefore, a mixed production/maintenance scheduling problem arises. The plant behavior is approximated by surrogate linear models obtained experimentally, allowing thus the use of mixed-integer linear optimization routines to obtain solutions in acceptable time. Furthermore, uncertainty in the weather forecast and in the production plan is also considered via a two-stage stochastic programming approach. Finally, a trade-off analysis between other objectives of interest is given to support the decision maker.
publishDate 2018
dc.date.none.fl_str_mv 2018-02
dc.type.none.fl_str_mv info:eu-repo/semantics/article
info:eu-repo/semantics/publishedVersion
http://purl.org/coar/resource_type/c_6501
info:ar-repo/semantics/articulo
format article
status_str publishedVersion
dc.identifier.none.fl_str_mv http://hdl.handle.net/11336/86618
Palacín, C.G.; Pitarch, J.L.; Jasch, C.; Mendez, Carlos Alberto; de Prada, C.; Robust integrated production-maintenance scheduling for an evaporation network; Pergamon-Elsevier Science Ltd; Computers and Chemical Engineering; 110; 2-2018; 140-151
0098-1354
CONICET Digital
CONICET
url http://hdl.handle.net/11336/86618
identifier_str_mv Palacín, C.G.; Pitarch, J.L.; Jasch, C.; Mendez, Carlos Alberto; de Prada, C.; Robust integrated production-maintenance scheduling for an evaporation network; Pergamon-Elsevier Science Ltd; Computers and Chemical Engineering; 110; 2-2018; 140-151
0098-1354
CONICET Digital
CONICET
dc.language.none.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv info:eu-repo/semantics/altIdentifier/doi/10.1016/j.compchemeng.2017.12.005
dc.rights.none.fl_str_mv info:eu-repo/semantics/openAccess
https://creativecommons.org/licenses/by-nc-sa/2.5/ar/
eu_rights_str_mv openAccess
rights_invalid_str_mv https://creativecommons.org/licenses/by-nc-sa/2.5/ar/
dc.format.none.fl_str_mv application/pdf
application/pdf
dc.publisher.none.fl_str_mv Pergamon-Elsevier Science Ltd
publisher.none.fl_str_mv Pergamon-Elsevier Science Ltd
dc.source.none.fl_str_mv reponame:CONICET Digital (CONICET)
instname:Consejo Nacional de Investigaciones Científicas y Técnicas
reponame_str CONICET Digital (CONICET)
collection CONICET Digital (CONICET)
instname_str Consejo Nacional de Investigaciones Científicas y Técnicas
repository.name.fl_str_mv CONICET Digital (CONICET) - Consejo Nacional de Investigaciones Científicas y Técnicas
repository.mail.fl_str_mv dasensio@conicet.gov.ar; lcarlino@conicet.gov.ar
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score 12.48226

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