Skip to main content
Erschienen in: Journal of Intelligent Manufacturing 6/2020

18.11.2019

A state-of-the-art survey of Digital Twin: techniques, engineering product lifecycle management and business innovation perspectives

verfasst von: Kendrik Yan Hong Lim, Pai Zheng, Chun-Hsien Chen

Erschienen in: Journal of Intelligent Manufacturing | Ausgabe 6/2020

Einloggen

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Abstract

With the rapid advancement of cyber-physical systems, Digital Twin (DT) is gaining ever-increasing attention owing to its great capabilities to realize Industry 4.0. Enterprises from different fields are taking advantage of its ability to simulate real-time working conditions and perform intelligent decision-making, where a cost-effective solution can be readily delivered to meet individual stakeholder demands. As a hot topic, many approaches have been designed and implemented to date. However, most approaches today lack a comprehensive review to examine DT benefits by considering both engineering product lifecycle management and business innovation as a whole. To fill this gap, this work conducts a state-of-the art survey of DT by selecting 123 representative items together with 22 supplementary works to address those two perspectives, while considering technical aspects as a fundamental. The systematic review further identifies eight future perspectives for DT, including modular DT, modeling consistency and accuracy, incorporation of Big Data analytics in DT models, DT simulation improvements, VR integration into DT, expansion of DT domains, efficient mapping of cyber-physical data and cloud/edge computing integration. This work sets out to be a guide to the status of DT development and application in today’s academic and industrial environment.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Literatur
Zurück zum Zitat Bottani, E., Cammardella, A., Murino, T., & Vespoli, S. (2017). From the cyber-physical system to the digital twin: the process development for behaviour modelling of a cyber guided vehicle in M2M logic. XXII Summer School Francesco TurcoIndustrial Systems Engineering, 1–7. Bottani, E., Cammardella, A., Murino, T., & Vespoli, S. (2017). From the cyber-physical system to the digital twin: the process development for behaviour modelling of a cyber guided vehicle in M2M logic. XXII Summer School Francesco TurcoIndustrial Systems Engineering, 1–7.
Zurück zum Zitat Cook, D. J., Greengold, N. L., Ellrodt, A. G., & Weingarten, S. R. (1997). The relation between systematic reviews and practice guidelines methods for developing guidelines: An overview. Annals of Internal Medicine,127, 210–216.CrossRef Cook, D. J., Greengold, N. L., Ellrodt, A. G., & Weingarten, S. R. (1997). The relation between systematic reviews and practice guidelines methods for developing guidelines: An overview. Annals of Internal Medicine,127, 210–216.CrossRef
Zurück zum Zitat Datta, S. P. A. (2017). Emergence of digital twins - is this the march of reason? Journal of Innovation Management,5(3), 14–33.CrossRef Datta, S. P. A. (2017). Emergence of digital twins - is this the march of reason? Journal of Innovation Management,5(3), 14–33.CrossRef
Zurück zum Zitat Gilchrist, A. (2016). Industry 4.0: the industrial internet of things. Apress. Gilchrist, A. (2016). Industry 4.0: the industrial internet of things. Apress.
Zurück zum Zitat I-Scoop. (2017, November 11). Digital twin technology and simulation : Benefits, usage and predictions 2018 (pp. 1–6). I-Scoop. (2017, November 11). Digital twin technology and simulation : Benefits, usage and predictions 2018 (pp. 1–6).
Zurück zum Zitat Kim, B. H., Park, J. H., Son, J. Y., Lee, J. Y., Kim, H., Kang, H. S., et al. (2016). Smart manufacturing: Past research, present findings, and future directions. International Journal of Precision Engineering and Manufacturing-Green Technology,3(1), 111–128. https://doi.org/10.1007/s40684-016-0015-5.CrossRef Kim, B. H., Park, J. H., Son, J. Y., Lee, J. Y., Kim, H., Kang, H. S., et al. (2016). Smart manufacturing: Past research, present findings, and future directions. International Journal of Precision Engineering and Manufacturing-Green Technology,3(1), 111–128. https://​doi.​org/​10.​1007/​s40684-016-0015-5.CrossRef
Zurück zum Zitat MacDonald, C., Dion, B., & Davoudabadi, M. (2017). Creating a digital twin for a pump. ANSYS Advance, 1, 8–10. MacDonald, C., Dion, B., & Davoudabadi, M. (2017). Creating a digital twin for a pump. ANSYS Advance, 1, 8–10.
Zurück zum Zitat Moreno, A., Velez, G., Ardanza, A., Barandiaran, I., de Infante, Á. R., & Chopitea, R. (2017). Virtualisation process of a sheet metal punching machine within the Industry 4.0 vision. International Journal on Interactive Design and Manufacturing,11(2), 365–373. https://doi.org/10.1007/s12008-016-0319-2.CrossRef Moreno, A., Velez, G., Ardanza, A., Barandiaran, I., de Infante, Á. R., & Chopitea, R. (2017). Virtualisation process of a sheet metal punching machine within the Industry 4.0 vision. International Journal on Interactive Design and Manufacturing,11(2), 365–373. https://​doi.​org/​10.​1007/​s12008-016-0319-2.CrossRef
Zurück zum Zitat Morse, E., Dantan, J.-Y., Anwer, N., Söderberg, R., Moroni, G., Qureshi, A. J., et al. (2018). Tolerancing: Managing uncertainty from conceptual design to final product. CIRP Annuals,67(2), 695–717.CrossRef Morse, E., Dantan, J.-Y., Anwer, N., Söderberg, R., Moroni, G., Qureshi, A. J., et al. (2018). Tolerancing: Managing uncertainty from conceptual design to final product. CIRP Annuals,67(2), 695–717.CrossRef
Zurück zum Zitat Nasir, M. F. M., Rahim, A. R. A., & Hamzah, H. S. (2016). Supply chain management framework development for new multiple life cycle product development. In IEEE international conference on industrial engineering and engineering management, 2016-December (pp. 812–816). https://doi.org/10.1109/ieem.2016.7797989. Nasir, M. F. M., Rahim, A. R. A., & Hamzah, H. S. (2016). Supply chain management framework development for new multiple life cycle product development. In IEEE international conference on industrial engineering and engineering management, 2016-December (pp. 812–816). https://​doi.​org/​10.​1109/​ieem.​2016.​7797989.
Zurück zum Zitat Nikolakis, N., Alexopoulos, K., Xanthakis, E., & Chryssolouris, G. (2019). The digital twin implementation for linking the virtual representation of human-based production tasks to their physical counterpart in the factory-floor. International Journal of Computer Integrated Manufacturing,32(1), 1–12. https://doi.org/10.1080/0951192X.2018.1529430.CrossRef Nikolakis, N., Alexopoulos, K., Xanthakis, E., & Chryssolouris, G. (2019). The digital twin implementation for linking the virtual representation of human-based production tasks to their physical counterpart in the factory-floor. International Journal of Computer Integrated Manufacturing,32(1), 1–12. https://​doi.​org/​10.​1080/​0951192X.​2018.​1529430.CrossRef
Zurück zum Zitat Petković, T., Puljiz, D., Marković, I., & Hein, B. (2019). Human intention estimation based on hidden Markov model motion validation for safe flexible robotized warehouses. Robotics and Computer-Integrated Manufacturing, 57, 182–196.CrossRef Petković, T., Puljiz, D., Marković, I., & Hein, B. (2019). Human intention estimation based on hidden Markov model motion validation for safe flexible robotized warehouses. Robotics and Computer-Integrated Manufacturing, 57, 182–196.CrossRef
Zurück zum Zitat Research, G. V. (2018). Digital twin market size, share & trends analysis report by end use. Market Research Report. Research, G. V. (2018). Digital twin market size, share & trends analysis report by end use. Market Research Report.
Zurück zum Zitat Rojko, A. (2017). Industry 4.0 concept: Background and overview. International Journal of Interactive Mobile Technologies (iJIM),11(5), 77–90.CrossRef Rojko, A. (2017). Industry 4.0 concept: Background and overview. International Journal of Interactive Mobile Technologies (iJIM),11(5), 77–90.CrossRef
Zurück zum Zitat Tabar, R. S., Wärmefjord, K., & Söderberg, R. (2019). A method for identification and sequence optimisation of geometry spot welds in a digital twin context. Proceedings of the Institution of Mechanical Engineers, Part C: Journal of Mechanical Engineering Science,233(16), 5610–5621. https://doi.org/10.1177/0954406219854466.CrossRef Tabar, R. S., Wärmefjord, K., & Söderberg, R. (2019). A method for identification and sequence optimisation of geometry spot welds in a digital twin context. Proceedings of the Institution of Mechanical Engineers, Part C: Journal of Mechanical Engineering Science,233(16), 5610–5621. https://​doi.​org/​10.​1177/​0954406219854466​.CrossRef
Zurück zum Zitat Wang, H. K., Haynes, R., Huang, H. Z., Dong, L., & Atluri, S. N. (2015). The use of high-performance fatigue mechanics and the extended Kalman/particle filters, for diagnostics and prognostics of aircraft structures. CMES - Computer Modeling in Engineering and Sciences,105(1), 1–24. Wang, H. K., Haynes, R., Huang, H. Z., Dong, L., & Atluri, S. N. (2015). The use of high-performance fatigue mechanics and the extended Kalman/particle filters, for diagnostics and prognostics of aircraft structures. CMES - Computer Modeling in Engineering and Sciences,105(1), 1–24.
Zurück zum Zitat Zheng, P., Sang, Z., Zhong, R. Y., Liu, Y., Liu, C., & Mubarok, K, et al. (2018d). Smart manufacturing systems for Industry 4.0: Conceptual framework, scenarios, and future perspectives. Frontiers of Mechanical Engineering, 13(2), 137–150.CrossRef Zheng, P., Sang, Z., Zhong, R. Y., Liu, Y., Liu, C., & Mubarok, K, et al. (2018d). Smart manufacturing systems for Industry 4.0: Conceptual framework, scenarios, and future perspectives. Frontiers of Mechanical Engineering, 13(2), 137–150.CrossRef
Zurück zum Zitat Zobel-Roos, S., Schmidt, A., Mestmäcker, F., Mouellef, M., Huter, M., Uhlenbrock, L., et al. (2019). Accelerating biologics manufacturing by modeling or: Is approval under the QbD and PAT approaches demanded by authorities acceptable without a digital-twin? Processes,7(2), 94. https://doi.org/10.3390/pr7020094.CrossRef Zobel-Roos, S., Schmidt, A., Mestmäcker, F., Mouellef, M., Huter, M., Uhlenbrock, L., et al. (2019). Accelerating biologics manufacturing by modeling or: Is approval under the QbD and PAT approaches demanded by authorities acceptable without a digital-twin? Processes,7(2), 94. https://​doi.​org/​10.​3390/​pr7020094.CrossRef
Metadaten
Titel
A state-of-the-art survey of Digital Twin: techniques, engineering product lifecycle management and business innovation perspectives
verfasst von
Kendrik Yan Hong Lim
Pai Zheng
Chun-Hsien Chen
Publikationsdatum
18.11.2019
Verlag
Springer US
Erschienen in
Journal of Intelligent Manufacturing / Ausgabe 6/2020
Print ISSN: 0956-5515
Elektronische ISSN: 1572-8145
DOI
https://doi.org/10.1007/s10845-019-01512-w

Weitere Artikel der Ausgabe 6/2020

Journal of Intelligent Manufacturing 6/2020 Zur Ausgabe

    Marktübersichten

    Die im Laufe eines Jahres in der „adhäsion“ veröffentlichten Marktübersichten helfen Anwendern verschiedenster Branchen, sich einen gezielten Überblick über Lieferantenangebote zu verschaffen.