Skip to main content
Top

2023 | OriginalPaper | Chapter

Digital Twins in Battery Cell Production

Authors : J. Krauß, A. Kreppein, K. Pouls, T. Ackermann, A. Fitzner, A. D. Kies, J. -P. Abramowski, T. Hülsmann, D. Roth, A. Schmetz, C. Baum

Published in: Production at the Leading Edge of Technology

Publisher: Springer International Publishing

Activate our intelligent search to find suitable subject content or patents.

search-config
loading …

Abstract

A digital twin enables the accessibility of data, information, models, and simulations for a physical object. Therefore, digital twins become increasingly relevant for different areas of production. In particular, the production of battery cells with its high complexity could benefit from digital representations such as digital twins. Still, there is no coherent definition for digital twins in the battery cell production yet. In this paper we introduce the first concept of digital twins in battery cell production. For this we combine existing ideas for the digital twin with the characteristics of the battery cell production. The concept consists of digital twins for buildings, products, and machines or assets, which we validate based on different use cases. By this, we demonstrate the benefits that arise from the implementation of digital twins in battery cell production—from increased productivity, faster ramp-ups, to increased sustainability.

Dont have a licence yet? Then find out more about our products and how to get one now:

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!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Literature
1.
go back to reference Jinasena, A., Burheim, O.S., Strømman, A.H.: A Flexible Model for Benchmarking the Energy Usage of Automotive Lithium-Ion Battery Cell Manufacturing. Batteries 7 (2021) Jinasena, A., Burheim, O.S., Strømman, A.H.: A Flexible Model for Benchmarking the Energy Usage of Automotive Lithium-Ion Battery Cell Manufacturing. Batteries 7 (2021)
7.
go back to reference Kwade, A.: Advances in battery cell production. Energy Technol. 8, 1900751 (2020)CrossRef Kwade, A.: Advances in battery cell production. Energy Technol. 8, 1900751 (2020)CrossRef
8.
go back to reference Michaelis, S., Rahimzei, E., Kampker, A., Heimes, H., Offermanns, C., Locke, M., Löb- berding, H., Sarah, W., Thielmann, A., Hettesheimer, T., Neef, C.: Roadmap Batterie- Produktionsmittel 2030. Update 2020, Frankfurt am Main (2020) Michaelis, S., Rahimzei, E., Kampker, A., Heimes, H., Offermanns, C., Locke, M., Löb- berding, H., Sarah, W., Thielmann, A., Hettesheimer, T., Neef, C.: Roadmap Batterie- Produktionsmittel 2030. Update 2020, Frankfurt am Main (2020)
10.
go back to reference European Commission: Proposal for a regulation of the European Parliament and of the council concerning batteries and waste batteries, repealing Directive (2020) European Commission: Proposal for a regulation of the European Parliament and of the council concerning batteries and waste batteries, repealing Directive (2020)
11.
go back to reference BUNDESMINISTERIUM FÜR WIRTSCHAFT UND KLIMASCHUTZ: Lieferketten- sorgfaltspflichtengesetz. LkSG (2021) BUNDESMINISTERIUM FÜR WIRTSCHAFT UND KLIMASCHUTZ: Lieferketten- sorgfaltspflichtengesetz. LkSG (2021)
12.
go back to reference Rosen, R., von Wichert, G., Lo, G., Bettenhausen, K.D.: About the importance of autonomy and digital twins for the future of manufacturing. IFAC-PapersOnLine 48, 567–572 (2015)CrossRef Rosen, R., von Wichert, G., Lo, G., Bettenhausen, K.D.: About the importance of autonomy and digital twins for the future of manufacturing. IFAC-PapersOnLine 48, 567–572 (2015)CrossRef
13.
go back to reference Shafto, M., et al.: Modeling, simulation, information technology & processing roadmap. Nat. Aeronaut. Space Adm. 32, 1–38 (2010) Shafto, M., et al.: Modeling, simulation, information technology & processing roadmap. Nat. Aeronaut. Space Adm. 32, 1–38 (2010)
14.
go back to reference Kunath, M., Winkler, H.: Integrating the Digital Twin of the manufacturing system into a decision support system for improving the order management process. Proc. CIRP 72, 225–231 (2018)CrossRef Kunath, M., Winkler, H.: Integrating the Digital Twin of the manufacturing system into a decision support system for improving the order management process. Proc. CIRP 72, 225–231 (2018)CrossRef
15.
go back to reference Brauner, P., Dalibor, M., Jarke, M., Kunze, I., Koren, I., Lakemeyer, G., Liebenberg, M., Michael, J., Pennekamp, J., Quix, C., Rumpe, B., van der Aalst, W., Wehrle, K., Wortmann, A., Ziefle, M.: A computer science perspective on digital transformation in production. ACM Trans. Internet Things 3, 1–32 (2022) Brauner, P., Dalibor, M., Jarke, M., Kunze, I., Koren, I., Lakemeyer, G., Liebenberg, M., Michael, J., Pennekamp, J., Quix, C., Rumpe, B., van der Aalst, W., Wehrle, K., Wortmann, A., Ziefle, M.: A computer science perspective on digital transformation in production. ACM Trans. Internet Things 3, 1–32 (2022)
16.
go back to reference Sjarov, M., Lechler, T., Fuchs, J., Brossog, M., Selmaier, A., Faltus, F., Donhauser, T., Franke, J.: The Digital Twin concept in industry—a review and systematization. In: 2020 25th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA), pp. 1789–1796 (2020) Sjarov, M., Lechler, T., Fuchs, J., Brossog, M., Selmaier, A., Faltus, F., Donhauser, T., Franke, J.: The Digital Twin concept in industry—a review and systematization. In: 2020 25th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA), pp. 1789–1796 (2020)
17.
go back to reference Fuller, A., Fan, Z., Day, C., Barlow, C.: Digital Twin: enabling technologies, challenges and open research. IEEE Access 8, 108952–108971 (2020)CrossRef Fuller, A., Fan, Z., Day, C., Barlow, C.: Digital Twin: enabling technologies, challenges and open research. IEEE Access 8, 108952–108971 (2020)CrossRef
19.
go back to reference Park, K.T., et al.: Design and implementation of a digital twin application for a connected micro smart factory. Int. J. Comput. Integr. Manuf. 32, 596–614 (2019)CrossRef Park, K.T., et al.: Design and implementation of a digital twin application for a connected micro smart factory. Int. J. Comput. Integr. Manuf. 32, 596–614 (2019)CrossRef
20.
go back to reference Chhetri, S.R., Faezi, S., Canedo, A., Faruque, M.A.A.: QUILT: Quality inference from living Digital Twins in IoT-enabled manufacturing systems. In: Landsiedel, O., Nahrstedt, K. (eds.) Proceedings of the International Conference on Internet of Things Design and Implementation. IoTDI ‘19: International Conference on Internet-of-Things Design and Implementation, Montreal Quebec Canada, 15 04 2019 18 04 2019, pp. 237–248. ACM, New York, NY, USA (2019) Chhetri, S.R., Faezi, S., Canedo, A., Faruque, M.A.A.: QUILT: Quality inference from living Digital Twins in IoT-enabled manufacturing systems. In: Landsiedel, O., Nahrstedt, K. (eds.) Proceedings of the International Conference on Internet of Things Design and Implementation. IoTDI ‘19: International Conference on Internet-of-Things Design and Implementation, Montreal Quebec Canada, 15 04 2019 18 04 2019, pp. 237–248. ACM, New York, NY, USA (2019)
21.
go back to reference Liu, J., et al.: Dynamic evaluation method of machining process planning based on Digital Twin. IEEE Access 7, 19312–19323 (2019)CrossRef Liu, J., et al.: Dynamic evaluation method of machining process planning based on Digital Twin. IEEE Access 7, 19312–19323 (2019)CrossRef
22.
go back to reference Singh, S., Weeber, M., Birke, K.P.: Implementation of battery Digital Twin: approach, functionalities and benefits. Batteries 7, 78 (2021)CrossRef Singh, S., Weeber, M., Birke, K.P.: Implementation of battery Digital Twin: approach, functionalities and benefits. Batteries 7, 78 (2021)CrossRef
23.
go back to reference Kritzinger, W., Karner, M., Traar, G., Henjes, J., Sihn, W.: Digital Twin in manufacturing: a categorical literature review and classification. IFAC-PapersOnLine 51, 1016–1022 (2018)CrossRef Kritzinger, W., Karner, M., Traar, G., Henjes, J., Sihn, W.: Digital Twin in manufacturing: a categorical literature review and classification. IFAC-PapersOnLine 51, 1016–1022 (2018)CrossRef
24.
go back to reference Liu, M., Fang, S., Dong, H., Xu, C.: Review of digital twin about concepts, technologies, and industrial applications. J. Manuf. Syst. 58, 346–361 (2021)CrossRef Liu, M., Fang, S., Dong, H., Xu, C.: Review of digital twin about concepts, technologies, and industrial applications. J. Manuf. Syst. 58, 346–361 (2021)CrossRef
25.
go back to reference Stark, R., Kind, S., Neumeyer, S.: Innovations in digital modelling for next generation manufacturing system design. CIRP Ann. 66, 169–172 (2017)CrossRef Stark, R., Kind, S., Neumeyer, S.: Innovations in digital modelling for next generation manufacturing system design. CIRP Ann. 66, 169–172 (2017)CrossRef
26.
go back to reference Singh, S., Weeber, M., Birke, K.-P.: Advancing digital twin implementation: a toolbox for modelling and simulation. Procedia CIRP 99, 567–572 (2021)CrossRef Singh, S., Weeber, M., Birke, K.-P.: Advancing digital twin implementation: a toolbox for modelling and simulation. Procedia CIRP 99, 567–572 (2021)CrossRef
27.
go back to reference Kies, D.A., Krauß, J., Schmetz, A., Baum, C., Schmitt, H.R., Brecher, C.: Der digitale Zwilling in der Batteriezellfertigung/Digital Twin in battery cell production—from data management and traceability system to target-oriented application. wt 111, 286–290 (2021) Kies, D.A., Krauß, J., Schmetz, A., Baum, C., Schmitt, H.R., Brecher, C.: Der digitale Zwilling in der Batteriezellfertigung/Digital Twin in battery cell production—from data management and traceability system to target-oriented application. wt 111, 286–290 (2021)
28.
go back to reference Lehne, J., Preston, F.: Making concrete change innovation in low-carbon cement and concrete. Chatham House Report (2018) Lehne, J., Preston, F.: Making concrete change innovation in low-carbon cement and concrete. Chatham House Report (2018)
29.
go back to reference Jardine, A.K., Lin, D., Banjevic, D.: A review on machinery diagnostics and prognostics implementing condition-based maintenance. Mech. Syst. Signal Process. 20, 1483–1510 (2006)CrossRef Jardine, A.K., Lin, D., Banjevic, D.: A review on machinery diagnostics and prognostics implementing condition-based maintenance. Mech. Syst. Signal Process. 20, 1483–1510 (2006)CrossRef
30.
go back to reference European Commission: Green deal: sustainable batteries for a circular and climate neutral economy (2020) European Commission: Green deal: sustainable batteries for a circular and climate neutral economy (2020)
Metadata
Title
Digital Twins in Battery Cell Production
Authors
J. Krauß
A. Kreppein
K. Pouls
T. Ackermann
A. Fitzner
A. D. Kies
J. -P. Abramowski
T. Hülsmann
D. Roth
A. Schmetz
C. Baum
Copyright Year
2023
DOI
https://doi.org/10.1007/978-3-031-18318-8_81

Premium Partners