How environment dynamics affects production scheduling: requirements for development of CPPS models
Autor(a) principal: | |
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Data de Publicação: | 2021 |
Outros Autores: | , |
Tipo de documento: | Artigo |
Idioma: | eng |
Título da fonte: | Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) |
Texto Completo: | https://hdl.handle.net/1822/79135 |
Resumo: | Production scheduling can be affected by many disturbances in the manufacturing system, and consequently, the feasible schedules previously defined became obsolete. Emerging of new technologies associated with Industry 4.0, such as Cyber-Physical Production Systems, as a paradigm of implementation of control and support in decision making, should embed the capacity to simulate different environment scenarios based on the data collected by the manufacturing systems. This paper presents the evaluation of environment dynamics effect on production scheduling, considering three scheduling models and three environment scenarios, through a case study. Results show that environment dynamics affect production schedules, and a very strong or strong positive correlation between environment dynamics scenarios and total completion time with delay, over three scheduling paradigms. Based on these results, the requirement for mandatory inclusion of a module for different environment dynamics scenarios generation and the corresponded simulations, of a Cyber-Physical Production Systems architecture, is confirmed. |
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How environment dynamics affects production scheduling: requirements for development of CPPS modelsenvironment dynamics scenariosProduction SchedulingCyber-Physical Production Systemsreal time mangamentdynamic schedulingScience & TechnologyProduction scheduling can be affected by many disturbances in the manufacturing system, and consequently, the feasible schedules previously defined became obsolete. Emerging of new technologies associated with Industry 4.0, such as Cyber-Physical Production Systems, as a paradigm of implementation of control and support in decision making, should embed the capacity to simulate different environment scenarios based on the data collected by the manufacturing systems. This paper presents the evaluation of environment dynamics effect on production scheduling, considering three scheduling models and three environment scenarios, through a case study. Results show that environment dynamics affect production schedules, and a very strong or strong positive correlation between environment dynamics scenarios and total completion time with delay, over three scheduling paradigms. Based on these results, the requirement for mandatory inclusion of a module for different environment dynamics scenarios generation and the corresponded simulations, of a Cyber-Physical Production Systems architecture, is confirmed.This work has been supported by FCT -Fundacao para a Ciencia e Tecnologia within the R&D Units Project Scope: UIDB/00319/2020.University of Belgrade. Faculty of Mechanical EngineeringUniversidade do MinhoAlves, CátiaPutnik, Goran D.Varela, M.L.R.20212021-01-01T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttps://hdl.handle.net/1822/79135engAlves, C., Putnik, G., D., & Varela, L. (2021). How environment dynamics affects production scheduling: Requirements for development of CPPS models. FME Transactions. Centre for Evaluation in Education and Science (CEON/CEES). http://doi.org/10.5937/fme2104827a1451-20922406-128X10.5937/fme2104827Ahttps://scindeks.ceon.rs/Article.aspx?artid=1451-20922104827Ainfo: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:RCAAP2023-07-21T12:47:44Zoai:repositorium.sdum.uminho.pt:1822/79135Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-19T19:45:50.333483Repositório 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 |
How environment dynamics affects production scheduling: requirements for development of CPPS models |
title |
How environment dynamics affects production scheduling: requirements for development of CPPS models |
spellingShingle |
How environment dynamics affects production scheduling: requirements for development of CPPS models Alves, Cátia environment dynamics scenarios Production Scheduling Cyber-Physical Production Systems real time mangament dynamic scheduling Science & Technology |
title_short |
How environment dynamics affects production scheduling: requirements for development of CPPS models |
title_full |
How environment dynamics affects production scheduling: requirements for development of CPPS models |
title_fullStr |
How environment dynamics affects production scheduling: requirements for development of CPPS models |
title_full_unstemmed |
How environment dynamics affects production scheduling: requirements for development of CPPS models |
title_sort |
How environment dynamics affects production scheduling: requirements for development of CPPS models |
author |
Alves, Cátia |
author_facet |
Alves, Cátia Putnik, Goran D. Varela, M.L.R. |
author_role |
author |
author2 |
Putnik, Goran D. Varela, M.L.R. |
author2_role |
author author |
dc.contributor.none.fl_str_mv |
Universidade do Minho |
dc.contributor.author.fl_str_mv |
Alves, Cátia Putnik, Goran D. Varela, M.L.R. |
dc.subject.por.fl_str_mv |
environment dynamics scenarios Production Scheduling Cyber-Physical Production Systems real time mangament dynamic scheduling Science & Technology |
topic |
environment dynamics scenarios Production Scheduling Cyber-Physical Production Systems real time mangament dynamic scheduling Science & Technology |
description |
Production scheduling can be affected by many disturbances in the manufacturing system, and consequently, the feasible schedules previously defined became obsolete. Emerging of new technologies associated with Industry 4.0, such as Cyber-Physical Production Systems, as a paradigm of implementation of control and support in decision making, should embed the capacity to simulate different environment scenarios based on the data collected by the manufacturing systems. This paper presents the evaluation of environment dynamics effect on production scheduling, considering three scheduling models and three environment scenarios, through a case study. Results show that environment dynamics affect production schedules, and a very strong or strong positive correlation between environment dynamics scenarios and total completion time with delay, over three scheduling paradigms. Based on these results, the requirement for mandatory inclusion of a module for different environment dynamics scenarios generation and the corresponded simulations, of a Cyber-Physical Production Systems architecture, is confirmed. |
publishDate |
2021 |
dc.date.none.fl_str_mv |
2021 2021-01-01T00:00:00Z |
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 |
https://hdl.handle.net/1822/79135 |
url |
https://hdl.handle.net/1822/79135 |
dc.language.iso.fl_str_mv |
eng |
language |
eng |
dc.relation.none.fl_str_mv |
Alves, C., Putnik, G., D., & Varela, L. (2021). How environment dynamics affects production scheduling: Requirements for development of CPPS models. FME Transactions. Centre for Evaluation in Education and Science (CEON/CEES). http://doi.org/10.5937/fme2104827a 1451-2092 2406-128X 10.5937/fme2104827A https://scindeks.ceon.rs/Article.aspx?artid=1451-20922104827A |
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 |
University of Belgrade. Faculty of Mechanical Engineering |
publisher.none.fl_str_mv |
University of Belgrade. Faculty of Mechanical Engineering |
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 |
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Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação |
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RCAAP |
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RCAAP |
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Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) |
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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 |
repository.mail.fl_str_mv |
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1799133024518930432 |