How environment dynamics affects production scheduling: Requirements for development of CPPS models

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 o...

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Autores principales:	Alves Cátia, Putnik Goran D., Varela Leonilde
Formato:	article
Lenguaje:	EN
Publicado:	University of Belgrade - Faculty of Mechanical Engineering, Belgrade 2021
Materias:	environment dynamics scenarios production scheduling cyber-physical production systems real time mangament dynamic scheduling Engineering (General). Civil engineering (General) TA1-2040 Mechanics of engineering. Applied mechanics TA349-359
Acceso en línea:	https://doaj.org/article/216d356571d4461d9163e42b6d20088b
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spelling	oai:doaj.org-article:216d356571d4461d9163e42b6d20088b2021-12-05T21:01:52ZHow environment dynamics affects production scheduling: Requirements for development of CPPS models1451-20922406-128X10.5937/fme2104827Ahttps://doaj.org/article/216d356571d4461d9163e42b6d20088b2021-01-01T00:00:00Zhttps://scindeks-clanci.ceon.rs/data/pdf/1451-2092/2021/1451-20922104827A.pdfhttps://doaj.org/toc/1451-2092https://doaj.org/toc/2406-128XProduction 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.Alves CátiaPutnik Goran D.Varela LeonildeUniversity of Belgrade - Faculty of Mechanical Engineering, Belgradearticleenvironment dynamics scenariosproduction schedulingcyber-physical production systemsreal time mangamentdynamic schedulingEngineering (General). Civil engineering (General)TA1-2040Mechanics of engineering. Applied mechanicsTA349-359ENFME Transactions, Vol 49, Iss 4, Pp 827-834 (2021)
institution	DOAJ
collection	DOAJ
language	EN
topic	environment dynamics scenarios production scheduling cyber-physical production systems real time mangament dynamic scheduling Engineering (General). Civil engineering (General) TA1-2040 Mechanics of engineering. Applied mechanics TA349-359
spellingShingle	environment dynamics scenarios production scheduling cyber-physical production systems real time mangament dynamic scheduling Engineering (General). Civil engineering (General) TA1-2040 Mechanics of engineering. Applied mechanics TA349-359 Alves Cátia Putnik Goran D. Varela Leonilde How environment dynamics affects production scheduling: Requirements for development of CPPS models
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.
format	article
author	Alves Cátia Putnik Goran D. Varela Leonilde
author_facet	Alves Cátia Putnik Goran D. Varela Leonilde
author_sort	Alves Cátia
title	How environment dynamics affects production scheduling: Requirements for development of CPPS models
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
publisher	University of Belgrade - Faculty of Mechanical Engineering, Belgrade
publishDate	2021
url	https://doaj.org/article/216d356571d4461d9163e42b6d20088b
work_keys_str_mv	AT alvescatia howenvironmentdynamicsaffectsproductionschedulingrequirementsfordevelopmentofcppsmodels AT putnikgorand howenvironmentdynamicsaffectsproductionschedulingrequirementsfordevelopmentofcppsmodels AT varelaleonilde howenvironmentdynamicsaffectsproductionschedulingrequirementsfordevelopmentofcppsmodels
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How environment dynamics affects production scheduling: Requirements for development of CPPS models

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