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International Standards for Digital Twins

Year 2024, , 274 - 286, 31.12.2024
https://doi.org/10.26650/acin.1395045

Abstract

Interest in digital twins has grown significantly due to the maturation of enabling technologies, including cloud computing, 5G, data storage, computing capabilities, the Internet of Things (IoT), Artificial Intelligence (AI), and machine learning. As these technologies have reached a sufficient maturity level and costs have decreased, the concept of digital twins has gained prominence. Given the growing interest in digital twins, which are widely acknowledged as a fundamental component in the digitalization of production underlying smart manufacturing, the absence of standards concerning digital twin terminology, architecture, and models during application development has resulted in divergent user interpretations. This lack of standardization leads to significant confusion regarding the concept of digital twins. To alleviate this confusion, establishing guidelines and developing unified terminology and implementation procedures are crucial steps to promote the widespread adoption of digital twins. This study aims to contribute to the development of digital twins by analyzing studies that present different technologies, procedures, and standards for implementing digital twins, with a particular focus on the ISO 23247 Digital Twin Framework for Manufacturing.

References

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  • American National Standards Institute (ANSI). (2020). IPC-2551, International Standard for Digital Twins. https://webstore.ansi.org/preview-pages/IPC/preview_IPC-2551.pdf google scholar
  • Cabral, J. V. A., Gasca, E. A. R., & Alvares, A. J. (2023). Digital twin implementation for machining center based on ISO 23247 standard. IEEE Latin America Transactions, 21(5), 628-635. google scholar
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  • Caiza, G., & Sanz, R. (2024b). Immersive Digital Twin under ISO 23247 Applied to Flexible Manufacturing Processes. Applied Sciences, 14(10), 4204. google scholar
  • Eirinakis, P., Lounis, S., Plitsos, S., Arampatzis, G., Kalaboukas, K., Kenda, K., ... & Stojanovic, N. (2022). Cognitive digital twins for resilience in production: A conceptual framework. Information, 13(1), 33. google scholar
  • Ferrero, V., Alqseer, N., Reslan, M., & Morris, K. C. (2023). Adapting Digital Twin Frameworks Toward Lean Manufacturing for the Circular Economy. In International Design Engineering Technical Conferences and Computers and Information in Engineering Conference. Vol. 87332, American Society of Mechanical Engineers. google scholar
  • Ferko, E., Bucaioni, A., Pelliccione, P., & Behnam, M. (2023, March). Standardisation in digital twin architectures in manufacturing. In 2023 IEEE 20th International Conference on Software Architecture (ICSA) (pp. 70-81). IEEE. google scholar
  • Huang, H., & Xu, X. (2021). Edge computing enhanced digital twins for smart manufacturing. In International Manufacturing Science and Engineering Conference (Vol. 85079, p. V002T07A020). American Society of Mechanical Engineers.Huang, google scholar
  • H., Ji, T., & Xu, X. (2022). Digital Twin Platforms: Architectures and Functions. International Manufacturing Science and Engineering Conference (Vol. 85819, p. V002T06A008). American Society of Mechanical Engineers. google scholar
  • International Electrotechnical Commision-IEC. (2023). “ISO/IEC JTC 1/SC 41 Internet of Things and Digital Twin”. google scholar
  • IEEE Standards Association-IEEE SA. (2022). “P3144 Standard for Digital Twin Maturity Model and Assessment Methodology in Industry”. google scholar
  • ISO. 2021. “ISO (DIS) 23247-21 Automation Systems and Integration-Digital Twin Framework for Manufacturing-Part 1: Overview and general principles”. ISO/TC 184/SC4/WG15. google scholar
  • ISO. 2021. “ISO (DIS) 23247-2: Automation Systems and Integration-Digital Twin Framework for Manufacturing-Part 2: Reference Architec-ture”. ISO/TC 184/SC4/WG15. google scholar
  • ISO. 2021. “ISO (DIS) 23247-3: Automation Systems and Integration-Digital Twin Framework for Manufacturing-Part 3: Digital Representation”. ISO/TC 184/SC4/WG15. google scholar
  • ISO. 2021. “ISO (DIS) 23247-4: Automation Systems and Integration-Digital Twin Framework for Manufacturing-Part 4: Information Exchange”. ISO/TC 184/SC4/WG15. google scholar
  • International Telecommunication Union-ITU. (2022). “Y.3090 : Digital twin network-Requirements and architecture”. google scholar
  • Jacoby, M., Volz, F., WeiBenbacher, C., Stojanovic, L., & Uslander, T. (2021). An approach for Industrie 4.0-compliant and data-sovereign Digital Twins: Realization of the Industrie 4.0 Asset Administration Shell with a data-sovereignty extension. Automatisierungstechnik, 69(12), 1051-1061. google scholar
  • Kim, D. B., Shao, G., & Jo, G. (2022). A digital twin implementation architecture for wire+ arc additive manufacturing based on ISO 23247. Manufacturing Letters, 34, 1-5. google scholar
  • Kibira, D., Shao, G., & Venketesh, R. (2023, May). Building A Digital Twin of AN Automated Robot Workcell. In 2023 Annual Modeling and Simulation Conference (ANNSIM) (pp. 196-207). IEEE. google scholar
  • Lidell, A., Ericson, S., & Ng, A. H. (2022). The current and future challenges for virtual commissioning and digital twins of production lines. In SPS2022 (pp. 508-519). IOS Press. google scholar
  • Shao, G., & Helu, M. (2020). Framework for a digital twin in manufacturing: Scope and requirements. Manufacturing Letters, 24, 105-107. google scholar
  • Shao, G. (2021). Use case scenarios for digital twin implementation based on ISO 23247. National institute of standards: Gaithersburg, MD, USA. google scholar
  • Shao, G., Frechette, S. P., & Srinivasan, V. (2023, June). An Analysis of the New ISO 23247 Series of Standards on Digital Twin Framework for Manufacturing. 2023 MSEC Manufacturing Science & Engineering Conference, New Brunswick, NJ, US. google scholar
  • Spaney, P., Becker, S., Ströbel, R., Fleischer, J., Zenhari, S., Möhring, H. C., ... & Portmann, A. (2023, October). Model-driven Digital Twin for Manufacturing Process Adaptation. In 2023 ACM/IEEE International Conference on Model Driven Engineering Languages and Systems Companion (MODELS-C) (pp. 465-469). IEEE. google scholar
  • Tripathi, N., Hietala, H., Xu Y, Liyanage R. (2024). Stakeholder collaborations, challenges, and emerging concepts in digital twin ecosystems. Information and Software Technology, 107424. google scholar
  • Türkiye Bilimler Akademisi- Tüba. (2023). Turkish Dictionary of Science Terms. http://terim.tuba.gov.tr/ google scholar
  • Voas, J., Mell, P., & Piroumian, V. (2021). Considerations for digital twin technology and emerging standards (No. NIST Internal or Interagency Report (NISTIR) 8356 (Draft)). National Institute of Standards and Technology. google scholar
  • Wang, K., Wang, Y., Li, Y., Fan, X., Xiao, S., & Hu, L. (2022). A review of the technology standards for enabling digital twin. Digital Twin, 2, 4. google scholar
Year 2024, , 274 - 286, 31.12.2024
https://doi.org/10.26650/acin.1395045

Abstract

References

  • Accenture, (2021). Accenture Federal Technology Vision 2021: Five Trends for Post-pandemic leadership. U.S. google scholar
  • American National Standards Institute (ANSI). (2020). IPC-2551, International Standard for Digital Twins. https://webstore.ansi.org/preview-pages/IPC/preview_IPC-2551.pdf google scholar
  • Cabral, J. V. A., Gasca, E. A. R., & Alvares, A. J. (2023). Digital twin implementation for machining center based on ISO 23247 standard. IEEE Latin America Transactions, 21(5), 628-635. google scholar
  • Caiza, G., & Sanz, R. (2024a). An Immersive Digital Twin Applied to a Manufacturing Execution System for the Monitoring and Control of Industry 4.0 Processes. Applied Sciences, 14(10), 4125. google scholar
  • Caiza, G., & Sanz, R. (2024b). Immersive Digital Twin under ISO 23247 Applied to Flexible Manufacturing Processes. Applied Sciences, 14(10), 4204. google scholar
  • Eirinakis, P., Lounis, S., Plitsos, S., Arampatzis, G., Kalaboukas, K., Kenda, K., ... & Stojanovic, N. (2022). Cognitive digital twins for resilience in production: A conceptual framework. Information, 13(1), 33. google scholar
  • Ferrero, V., Alqseer, N., Reslan, M., & Morris, K. C. (2023). Adapting Digital Twin Frameworks Toward Lean Manufacturing for the Circular Economy. In International Design Engineering Technical Conferences and Computers and Information in Engineering Conference. Vol. 87332, American Society of Mechanical Engineers. google scholar
  • Ferko, E., Bucaioni, A., Pelliccione, P., & Behnam, M. (2023, March). Standardisation in digital twin architectures in manufacturing. In 2023 IEEE 20th International Conference on Software Architecture (ICSA) (pp. 70-81). IEEE. google scholar
  • Huang, H., & Xu, X. (2021). Edge computing enhanced digital twins for smart manufacturing. In International Manufacturing Science and Engineering Conference (Vol. 85079, p. V002T07A020). American Society of Mechanical Engineers.Huang, google scholar
  • H., Ji, T., & Xu, X. (2022). Digital Twin Platforms: Architectures and Functions. International Manufacturing Science and Engineering Conference (Vol. 85819, p. V002T06A008). American Society of Mechanical Engineers. google scholar
  • International Electrotechnical Commision-IEC. (2023). “ISO/IEC JTC 1/SC 41 Internet of Things and Digital Twin”. google scholar
  • IEEE Standards Association-IEEE SA. (2022). “P3144 Standard for Digital Twin Maturity Model and Assessment Methodology in Industry”. google scholar
  • ISO. 2021. “ISO (DIS) 23247-21 Automation Systems and Integration-Digital Twin Framework for Manufacturing-Part 1: Overview and general principles”. ISO/TC 184/SC4/WG15. google scholar
  • ISO. 2021. “ISO (DIS) 23247-2: Automation Systems and Integration-Digital Twin Framework for Manufacturing-Part 2: Reference Architec-ture”. ISO/TC 184/SC4/WG15. google scholar
  • ISO. 2021. “ISO (DIS) 23247-3: Automation Systems and Integration-Digital Twin Framework for Manufacturing-Part 3: Digital Representation”. ISO/TC 184/SC4/WG15. google scholar
  • ISO. 2021. “ISO (DIS) 23247-4: Automation Systems and Integration-Digital Twin Framework for Manufacturing-Part 4: Information Exchange”. ISO/TC 184/SC4/WG15. google scholar
  • International Telecommunication Union-ITU. (2022). “Y.3090 : Digital twin network-Requirements and architecture”. google scholar
  • Jacoby, M., Volz, F., WeiBenbacher, C., Stojanovic, L., & Uslander, T. (2021). An approach for Industrie 4.0-compliant and data-sovereign Digital Twins: Realization of the Industrie 4.0 Asset Administration Shell with a data-sovereignty extension. Automatisierungstechnik, 69(12), 1051-1061. google scholar
  • Kim, D. B., Shao, G., & Jo, G. (2022). A digital twin implementation architecture for wire+ arc additive manufacturing based on ISO 23247. Manufacturing Letters, 34, 1-5. google scholar
  • Kibira, D., Shao, G., & Venketesh, R. (2023, May). Building A Digital Twin of AN Automated Robot Workcell. In 2023 Annual Modeling and Simulation Conference (ANNSIM) (pp. 196-207). IEEE. google scholar
  • Lidell, A., Ericson, S., & Ng, A. H. (2022). The current and future challenges for virtual commissioning and digital twins of production lines. In SPS2022 (pp. 508-519). IOS Press. google scholar
  • Shao, G., & Helu, M. (2020). Framework for a digital twin in manufacturing: Scope and requirements. Manufacturing Letters, 24, 105-107. google scholar
  • Shao, G. (2021). Use case scenarios for digital twin implementation based on ISO 23247. National institute of standards: Gaithersburg, MD, USA. google scholar
  • Shao, G., Frechette, S. P., & Srinivasan, V. (2023, June). An Analysis of the New ISO 23247 Series of Standards on Digital Twin Framework for Manufacturing. 2023 MSEC Manufacturing Science & Engineering Conference, New Brunswick, NJ, US. google scholar
  • Spaney, P., Becker, S., Ströbel, R., Fleischer, J., Zenhari, S., Möhring, H. C., ... & Portmann, A. (2023, October). Model-driven Digital Twin for Manufacturing Process Adaptation. In 2023 ACM/IEEE International Conference on Model Driven Engineering Languages and Systems Companion (MODELS-C) (pp. 465-469). IEEE. google scholar
  • Tripathi, N., Hietala, H., Xu Y, Liyanage R. (2024). Stakeholder collaborations, challenges, and emerging concepts in digital twin ecosystems. Information and Software Technology, 107424. google scholar
  • Türkiye Bilimler Akademisi- Tüba. (2023). Turkish Dictionary of Science Terms. http://terim.tuba.gov.tr/ google scholar
  • Voas, J., Mell, P., & Piroumian, V. (2021). Considerations for digital twin technology and emerging standards (No. NIST Internal or Interagency Report (NISTIR) 8356 (Draft)). National Institute of Standards and Technology. google scholar
  • Wang, K., Wang, Y., Li, Y., Fan, X., Xiao, S., & Hu, L. (2022). A review of the technology standards for enabling digital twin. Digital Twin, 2, 4. google scholar
There are 29 citations in total.

Details

Primary Language English
Subjects Information Systems (Other)
Journal Section Review
Authors

Esra Kumaş 0000-0003-3792-1295

Publication Date December 31, 2024
Submission Date November 24, 2023
Acceptance Date July 11, 2024
Published in Issue Year 2024

Cite

APA Kumaş, E. (2024). International Standards for Digital Twins. Acta Infologica, 8(2), 274-286. https://doi.org/10.26650/acin.1395045
AMA Kumaş E. International Standards for Digital Twins. ACIN. December 2024;8(2):274-286. doi:10.26650/acin.1395045
Chicago Kumaş, Esra. “International Standards for Digital Twins”. Acta Infologica 8, no. 2 (December 2024): 274-86. https://doi.org/10.26650/acin.1395045.
EndNote Kumaş E (December 1, 2024) International Standards for Digital Twins. Acta Infologica 8 2 274–286.
IEEE E. Kumaş, “International Standards for Digital Twins”, ACIN, vol. 8, no. 2, pp. 274–286, 2024, doi: 10.26650/acin.1395045.
ISNAD Kumaş, Esra. “International Standards for Digital Twins”. Acta Infologica 8/2 (December 2024), 274-286. https://doi.org/10.26650/acin.1395045.
JAMA Kumaş E. International Standards for Digital Twins. ACIN. 2024;8:274–286.
MLA Kumaş, Esra. “International Standards for Digital Twins”. Acta Infologica, vol. 8, no. 2, 2024, pp. 274-86, doi:10.26650/acin.1395045.
Vancouver Kumaş E. International Standards for Digital Twins. ACIN. 2024;8(2):274-86.