A blueprint description of production scheduling models using asset administration shells

Production Planning and Control involves combinatorial optimization problems subject to domain-related constraints. Hence, decision-support systems are required to support operators in finding suitable production scheduling models that match the conditions on the real shopfloor. Digital Shadows were...

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Published inProduction & manufacturing research Vol. 12; no. 1
Main Authors Gannouni, Aymen, Sapel, Patrick, Abdelrazeq, Anas, Hopmann, Christian, Schmitt, Robert H.
Format Journal Article
LanguageEnglish
Published Abingdon Taylor & Francis 31.12.2024
Taylor & Francis Ltd
Taylor & Francis Group
Subjects
Asset administration shell
Decision support systems
Digital shadow
FAIR model catalog
Injection molding
Optimization
Production controls
Production planning
Production scheduling
Production scheduling model
Online AccessGet full text
ISSN2169-3277
2169-3277
DOI10.1080/21693277.2024.2324339

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Abstract Production Planning and Control involves combinatorial optimization problems subject to domain-related constraints. Hence, decision-support systems are required to support operators in finding suitable production scheduling models that match the conditions on the real shopfloor. Digital Shadows were introduced to solve this task by automatically gathering suitable models and the required input data to provide decision-support. Therefore, a standard definition of production scheduling models and their grouping within a model catalog is required in the virtual world. In this contribution, we introduce an Asset Administration Shell submodel that defines production scheduling models based on Graham's three-field notation, which is independent of the underlying production process. We consider metadata, which ensures those models are FAIR, i.e. findable, accessible, interoperable, and reusable. In addition, we build a model catalog for production scheduling models in the injection molding domain as the foundation for implementing a decision-support system based on the Digital Shadows.
AbstractList Production Planning and Control involves combinatorial optimization problems subject to domain-related constraints. Hence, decision-support systems are required to support operators in finding suitable production scheduling models that match the conditions on the real shopfloor. Digital Shadows were introduced to solve this task by automatically gathering suitable models and the required input data to provide decision-support. Therefore, a standard definition of production scheduling models and their grouping within a model catalog is required in the virtual world. In this contribution, we introduce an Asset Administration Shell submodel that defines production scheduling models based on Graham’s three-field notation, which is independent of the underlying production process. We consider metadata, which ensures those models are FAIR, i.e. findable, accessible, interoperable, and reusable. In addition, we build a model catalog for production scheduling models in the injection molding domain as the foundation for implementing a decision-support system based on the Digital Shadows.
Author Sapel, Patrick
Gannouni, Aymen
Abdelrazeq, Anas
Hopmann, Christian
Schmitt, Robert H.
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Cites_doi 10.1080/0305215X.2021.1919098
10.1016/j.procir.2022.05.117
10.17487/rfc3986
10.3182/20050703-6-CZ-1902.01623
10.1007/978-3-030-98062-7_3-1
10.1007/978-3-030-49435-3_6
10.1016/j.apm.2021.07.028
10.1016/j.cor.2004.04.012
10.1063/5.0000557
10.3390/app11031202
10.1109/ETFA.2017.8247583
10.1109/CAR.2009.113
10.1007/978-1-4471-6272-8
10.3390/ma15124048
10.1007/978-3-540-69052-8_36
10.1016/S0360-8352(98)00031-X
10.1016/j.cirp.2016.04.119
10.1155/2022/1949061
10.1007/s00170-011-3454-8
10.1177/0731684408092386
10.1631/jzus.A1000357
10.1016/j.cor.2009.11.001
10.3390/app13179540
10.1007/978-981-99-0252-1_9
10.1016/j.procs.2022.01.366
10.1016/S0925-5273(97)00109-6
10.1016/j.jclepro.2016.09.061
10.1007/978-1-4615-4597-2
10.1016/j.ejor.2020.01.016
10.1002/eng2.12611
10.1016/j.procir.2017.01.048
10.1007/978-3-030-89022-3_22
10.1016/S0167-5060(08)70356-X
10.1016/j.compchemeng.2013.12.001
10.3139/9781569906460
10.1145/3502265
10.1007/s00170-022-09858-x
10.1109/DASA51403.2020.9317084
10.1080/00207549408957003
10.51202/9783181024195-337
10.3934/jimo.2020022
10.1590/S0101-74382013000100002
10.1093/imaman/dpac010
10.1007/978-3-642-37270-4_6
10.1007/978-3-642-54288-6
10.1007/978-3-031-27915-7_21
10.1007/978-3-319-26580-3
10.1109/ETFA54631.2023.10275613
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References Michaeli W. (e_1_3_5_38_1) 1993
e_1_3_5_27_1
Hopp W. J. (e_1_3_5_26_1) 2008
e_1_3_5_23_1
e_1_3_5_44_1
e_1_3_5_67_1
e_1_3_5_46_1
e_1_3_5_48_1
e_1_3_5_3_1
e_1_3_5_61_1
e_1_3_5_63_1
e_1_3_5_42_1
e_1_3_5_65_1
e_1_3_5_21_1
e_1_3_5_5_1
e_1_3_5_7_1
e_1_3_5_18_1
e_1_3_5_37_1
e_1_3_5_35_1
e_1_3_5_12_1
e_1_3_5_33_1
Pidun T. (e_1_3_5_45_1) 2010
e_1_3_5_56_1
e_1_3_5_58_1
Sapel P. (e_1_3_5_54_1) 2023
e_1_3_5_50_1
DIN EN IEC 63278-1:2022-07 (e_1_3_5_15_1) 2022
e_1_3_5_52_1
Higgins P. (e_1_3_5_25_1) 1996
e_1_3_5_10_1
e_1_3_5_31_1
e_1_3_5_28_1
e_1_3_5_24_1
e_1_3_5_22_1
e_1_3_5_66_1
Michaeli W. (e_1_3_5_39_1) 1999; 89
e_1_3_5_47_1
e_1_3_5_68_1
e_1_3_5_49_1
DIN EN 61360-1:2018-07 (e_1_3_5_14_1) 2018
Michaeli W. (e_1_3_5_40_1) 1991; 28
e_1_3_5_2_1
e_1_3_5_60_1
e_1_3_5_41_1
e_1_3_5_62_1
e_1_3_5_43_1
e_1_3_5_64_1
e_1_3_5_8_1
e_1_3_5_20_1
e_1_3_5_4_1
e_1_3_5_6_1
e_1_3_5_17_1
e_1_3_5_36_1
e_1_3_5_34_1
e_1_3_5_55_1
e_1_3_5_57_1
e_1_3_5_59_1
e_1_3_5_19_1
DIN ISO 55000:2017-05 (e_1_3_5_16_1) 2017
e_1_3_5_51_1
e_1_3_5_53_1
e_1_3_5_32_1
e_1_3_5_30_1
References_xml – ident: e_1_3_5_44_1
  doi: 10.1080/0305215X.2021.1919098
– volume: 89
  start-page: 50
  issue: 5
  year: 1999
  ident: e_1_3_5_39_1
  article-title: Right machine, but which one?
  publication-title: Kunststoffe Plast Europe
– ident: e_1_3_5_49_1
  doi: 10.1016/j.procir.2022.05.117
– start-page: 1
  volume-title: Proceedings of the Annual Technical Conference for Plastic Professionals (ANTEC) 2023
  year: 2023
  ident: e_1_3_5_54_1
– ident: e_1_3_5_7_1
  doi: 10.17487/rfc3986
– ident: e_1_3_5_27_1
  doi: 10.3182/20050703-6-CZ-1902.01623
– ident: e_1_3_5_41_1
  doi: 10.1007/978-3-030-98062-7_3-1
– ident: e_1_3_5_8_1
  doi: 10.1007/978-3-030-49435-3_6
– ident: e_1_3_5_42_1
  doi: 10.1016/j.apm.2021.07.028
– ident: e_1_3_5_21_1
  doi: 10.1016/j.cor.2004.04.012
– volume-title: CIM im Spritzgießbetrieb: Wirtschaftlich Fertigen durch Rechnerintegration; mit 159 Abbildungen
  year: 1993
  ident: e_1_3_5_38_1
– volume-title: Standard data element types with associated classification scheme - Part 1: Definitions - Principles and methods
  year: 2018
  ident: e_1_3_5_14_1
– ident: e_1_3_5_2_1
– ident: e_1_3_5_65_1
  doi: 10.1063/5.0000557
– ident: e_1_3_5_36_1
  doi: 10.3390/app11031202
– volume-title: Asset Management - Übersicht, Leitlinien und Begriffe.
  year: 2017
  ident: e_1_3_5_16_1
– ident: e_1_3_5_62_1
  doi: 10.1109/ETFA.2017.8247583
– ident: e_1_3_5_47_1
  doi: 10.1109/CAR.2009.113
– ident: e_1_3_5_19_1
  doi: 10.1007/978-1-4471-6272-8
– ident: e_1_3_5_51_1
  doi: 10.3390/ma15124048
– ident: e_1_3_5_17_1
  doi: 10.1007/978-3-540-69052-8_36
– ident: e_1_3_5_20_1
  doi: 10.1016/S0360-8352(98)00031-X
– ident: e_1_3_5_61_1
  doi: 10.1016/j.cirp.2016.04.119
– ident: e_1_3_5_57_1
  doi: 10.1155/2022/1949061
– ident: e_1_3_5_18_1
  doi: 10.1007/s00170-011-3454-8
– ident: e_1_3_5_12_1
  doi: 10.1177/0731684408092386
– ident: e_1_3_5_67_1
  doi: 10.1631/jzus.A1000357
– ident: e_1_3_5_48_1
  doi: 10.1016/j.cor.2009.11.001
– ident: e_1_3_5_58_1
  doi: 10.3390/app13179540
– ident: e_1_3_5_28_1
  doi: 10.1007/978-981-99-0252-1_9
– ident: e_1_3_5_33_1
– ident: e_1_3_5_63_1
  doi: 10.1016/j.procs.2022.01.366
– ident: e_1_3_5_43_1
  doi: 10.1016/S0925-5273(97)00109-6
– ident: e_1_3_5_30_1
– ident: e_1_3_5_37_1
  doi: 10.1016/j.jclepro.2016.09.061
– volume-title: Asset Administration Shell for industrial applications – part 1: Asset Administration Shell structure
  year: 2022
  ident: e_1_3_5_15_1
– volume-title: Manufacturing planning and control: Beyond MRP II
  year: 1996
  ident: e_1_3_5_25_1
– ident: e_1_3_5_52_1
  doi: 10.1007/978-1-4615-4597-2
– ident: e_1_3_5_50_1
  doi: 10.1016/j.ejor.2020.01.016
– ident: e_1_3_5_53_1
  doi: 10.1002/eng2.12611
– ident: e_1_3_5_59_1
  doi: 10.1016/j.procir.2017.01.048
– volume: 28
  start-page: 51
  issue: 2
  year: 1991
  ident: e_1_3_5_40_1
  article-title: Spritzgießer mit anderen Forderungen an PPS-Systeme
  publication-title: Die Arbeitsvorbereitung
– ident: e_1_3_5_6_1
  doi: 10.1007/978-3-030-89022-3_22
– volume-title: Factory physics
  year: 2008
  ident: e_1_3_5_26_1
– ident: e_1_3_5_22_1
  doi: 10.1016/S0167-5060(08)70356-X
– ident: e_1_3_5_24_1
  doi: 10.1016/j.compchemeng.2013.12.001
– ident: e_1_3_5_34_1
  doi: 10.3139/9781569906460
– ident: e_1_3_5_10_1
  doi: 10.1145/3502265
– ident: e_1_3_5_35_1
  doi: 10.1007/s00170-022-09858-x
– ident: e_1_3_5_4_1
  doi: 10.1109/DASA51403.2020.9317084
– ident: e_1_3_5_31_1
– ident: e_1_3_5_32_1
  doi: 10.1080/00207549408957003
– ident: e_1_3_5_23_1
  doi: 10.51202/9783181024195-337
– ident: e_1_3_5_55_1
  doi: 10.3934/jimo.2020022
– ident: e_1_3_5_66_1
  doi: 10.1590/S0101-74382013000100002
– ident: e_1_3_5_5_1
  doi: 10.1093/imaman/dpac010
– ident: e_1_3_5_68_1
  doi: 10.1007/978-3-642-37270-4_6
– ident: e_1_3_5_56_1
  doi: 10.1007/978-3-642-54288-6
– ident: e_1_3_5_64_1
– ident: e_1_3_5_60_1
  doi: 10.1007/978-3-031-27915-7_21
– ident: e_1_3_5_46_1
  doi: 10.1007/978-3-319-26580-3
– ident: e_1_3_5_3_1
  doi: 10.1109/ETFA54631.2023.10275613
– volume-title: 16th Americas Conference on Information Systems
  year: 2010
  ident: e_1_3_5_45_1
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SubjectTerms Asset administration shell
Decision support systems
Digital shadow
FAIR model catalog
Injection molding
Optimization
Production controls
Production planning
Production scheduling
Production scheduling model
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Title A blueprint description of production scheduling models using asset administration shells
URI https://www.tandfonline.com/doi/abs/10.1080/21693277.2024.2324339
https://www.proquest.com/docview/3142548126
https://doaj.org/article/291df5f0059844978fde14e504e7c5a7
Volume 12
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