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2023 | OriginalPaper | Chapter

Use Cases for Digital Twins in Battery Cell Manufacturing

Authors : S. Henschel, S. Otte, D. Mayer, J. Fleischer

Published in: Production at the Leading Edge of Technology

Publisher: Springer International Publishing

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Abstract

Increasing concerns for a more sustainable future have led to a fast-growing demand for high quality lithium-ion batteries. In order to expand available manufacturing capacities to the desired magnitudes within a reasonable timeframe, the concept of Digital Twins is seen as a possible solution. With the purpose of better understanding the abilities of this concept and showcasing how it can be used to accelerate the ramp-up process of manufacturing technology, this paper presents an analysis of existing approaches to Digital Twins within battery cell manufacturing. Available case-studies and scientific publications along with novel concepts will be used to identify and cluster the potentials and benefits of the technology. The resulting framework provides an overview for possible Digital Twin implementations as well as an opportunity to identify future areas of research. Based on the performed analysis, two conceptual use cases will be presented. It is shown, that Digital Twins can help transform both the mixing of electrode slurry as well as the production sequence of separating and stacking battery electrodes from traditional discrete processes to continuous production flows.

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Literature
1.
go back to reference EV-Volumes—The Electric Vehicle World Sales Database (2022) EV-Volumes—The Electric Vehicle World Sales Database (2022)
2.
go back to reference Michaelis, S., Rahimzei, E., Kampker, A., Heimes, H., Huang, Z.: Roadmap Batterie-Produktionsmittel 2030—Update 2020, Frankfurt am Main (2021) Michaelis, S., Rahimzei, E., Kampker, A., Heimes, H., Huang, Z.: Roadmap Batterie-Produktionsmittel 2030—Update 2020, Frankfurt am Main (2021)
3.
go back to reference Grieves, M.: Digital twin: manufacturing excellence through virtual factory replication. White Paper 1, 1–7 (2014) Grieves, M.: Digital twin: manufacturing excellence through virtual factory replication. White Paper 1, 1–7 (2014)
7.
go back to reference Pires, F., Cachada, A., Barbosa, J., Moreira, A.P., Leitao, P.: Digital Twin in industry 4.0: technologies, applications and challenges. In: 2019 IEEE 17th International Conference on Industrial Informatics (INDIN). 2019 IEEE 17th International Conference on Industrial Informatics (INDIN), Helsinki, Finland, 22.07.2019–25.07.2019, pp. 721–726. IEEE (2019). https://doi.org/10.1109/INDIN41052.2019.8972134 Pires, F., Cachada, A., Barbosa, J., Moreira, A.P., Leitao, P.: Digital Twin in industry 4.0: technologies, applications and challenges. In: 2019 IEEE 17th International Conference on Industrial Informatics (INDIN). 2019 IEEE 17th International Conference on Industrial Informatics (INDIN), Helsinki, Finland, 22.07.2019–25.07.2019, pp. 721–726. IEEE (2019). https://​doi.​org/​10.​1109/​INDIN41052.​2019.​8972134
12.
13.
go back to reference Kies, A.D., Krauß, J., Schmetz, A., Baum, C., Schmitt, R.H., Brecher, C.: Digital twin in battery cell production—from data management and traceability system to target-oriented application [Vom datenmanagement über das traceability-system zur zielgerichteten nutzung: Der digitale zwilling in der batteriezellfertigung]. WT Werkstattstechnik 111(5), 286–290 (2021). https://doi.org/10.37544/1436-4980-2021-05-20CrossRef Kies, A.D., Krauß, J., Schmetz, A., Baum, C., Schmitt, R.H., Brecher, C.: Digital twin in battery cell production—from data management and traceability system to target-oriented application [Vom datenmanagement über das traceability-system zur zielgerichteten nutzung: Der digitale zwilling in der batteriezellfertigung]. WT Werkstattstechnik 111(5), 286–290 (2021). https://​doi.​org/​10.​37544/​1436-4980-2021-05-20CrossRef
21.
go back to reference Park, J., Bae, K.T., Kim, D., Jeong, W., Nam, J., Lee, M.J., Shin, D.O., Lee, Y.-G., Lee, H., Lee, K.T., Lee, Y.M.: Unraveling the limitations of solid oxide electrolytes for all-solid-state electrodes through 3D digital twin structural analysis. Nano Energy 79 (2021). https://doi.org/10.1016/j.nanoen.2020.105456 Park, J., Bae, K.T., Kim, D., Jeong, W., Nam, J., Lee, M.J., Shin, D.O., Lee, Y.-G., Lee, H., Lee, K.T., Lee, Y.M.: Unraveling the limitations of solid oxide electrolytes for all-solid-state electrodes through 3D digital twin structural analysis. Nano Energy 79 (2021). https://​doi.​org/​10.​1016/​j.​nanoen.​2020.​105456
23.
go back to reference Lizaso-Eguileta, O., Martinez-Laserna, E., Rivas, M., Miguel, E., Iraola, U., Cantero, I.: Module-level modelling approach for a cloudbased Digital Twin platform for li-ion batteries. In: 2021 IEEE Vehicle Power and Propulsion Conference, VPPC 2021—Proceedings (2021). https://doi.org/10.1109/VPPC53923.2021.9699271 Lizaso-Eguileta, O., Martinez-Laserna, E., Rivas, M., Miguel, E., Iraola, U., Cantero, I.: Module-level modelling approach for a cloudbased Digital Twin platform for li-ion batteries. In: 2021 IEEE Vehicle Power and Propulsion Conference, VPPC 2021—Proceedings (2021). https://​doi.​org/​10.​1109/​VPPC53923.​2021.​9699271
27.
go back to reference Guardabascio, V., Pesce, M., Magistrali, S., Marcigliano, F., Fonti, G., Valesano, F., Dimitrakopoulos, P., Framke, N.-H., Papadimitriou, I.: Model-based control development using real-time 1D thermal management in co-simulation for high performance BEV Digital Twin. SAE Technical Papers (2022). https://doi.org/10.4271/2022-01-0200 Guardabascio, V., Pesce, M., Magistrali, S., Marcigliano, F., Fonti, G., Valesano, F., Dimitrakopoulos, P., Framke, N.-H., Papadimitriou, I.: Model-based control development using real-time 1D thermal management in co-simulation for high performance BEV Digital Twin. SAE Technical Papers (2022). https://​doi.​org/​10.​4271/​2022-01-0200
31.
go back to reference Borzutzki, K., Börner, M., Eckstein, M., Wessel, S., Winter, M., Tübke, J.: Kontinuierliche und Batch-basierte Prozessierung von Batterieelektroden für Lithium-Ionen-Batterien (2022) Borzutzki, K., Börner, M., Eckstein, M., Wessel, S., Winter, M., Tübke, J.: Kontinuierliche und Batch-basierte Prozessierung von Batterieelektroden für Lithium-Ionen-Batterien (2022)
33.
go back to reference Weinmann, H.W., Eichelkraut, M., Da Woke Silva, L., Fleischer, J.: Batteriezellenfertigung vom Coil zum Stack: Integriert, automatisiert und dadurch hoch flexibel. C2 Coating & Converting(4), 21–24 (2020) Weinmann, H.W., Eichelkraut, M., Da Woke Silva, L., Fleischer, J.: Batteriezellenfertigung vom Coil zum Stack: Integriert, automatisiert und dadurch hoch flexibel. C2 Coating & Converting(4), 21–24 (2020)
Metadata
Title
Use Cases for Digital Twins in Battery Cell Manufacturing
Authors
S. Henschel
S. Otte
D. Mayer
J. Fleischer
Copyright Year
2023
DOI
https://doi.org/10.1007/978-3-031-18318-8_82

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