Closing the gap between smart manufacturing applications and data management
Marx E, Stierle M, Weinzierl S, Matzner M (2020)
Publication Language: English
Publication Type: Conference contribution, Conference Contribution
Publication year: 2020
Pages Range: 120-136
Conference Proceedings Title: Proceedings of the 15th International Conference on Wirtschaftsinformatik (WI)
Event location: Potsdam
URI: https://library.gito.de/2021/07/wi2020-community-tracks-9/
Abstract
Smart manufacturing refers to the intensified collaboration of machines, products, and people throughout the manufacturing and the supply chain. This facilitates innovative products, services, business models, and processes. Smart manufacturing is premised on emerging technologies such as cloud computing, mobile computing, the Internet of Things, data analytics, and artificial intelligence. A plethora of companies struggles with the implementation of corresponding applications. In research and practice, we see general data management approaches with primary attention on building architectures that are not tailored to fit a particular domain/ application scenario. However, a robust data management concept is vital, as smart manufacturing decisively depends on data. To address this substantial deficit, we conduct a comprehensive literature review, an expert workshop, and semi-structured expert interviews with one of the leading German automotive manufacturers. The result is a catalog of requirements and a framework for data management that fosters the implementation of smart manufacturing applications.
Authors with CRIS profile
Emanuel Marx
Lehrstuhl für Digital Industrial Service Systems
Matthias Stierle
Lehrstuhl für Digital Industrial Service Systems
Sven Weinzierl
Lehrstuhl für Digital Industrial Service Systems
Martin Matzner
Lehrstuhl für Digital Industrial Service Systems
How to cite
APA:
Marx, E., Stierle, M., Weinzierl, S., & Matzner, M. (2020). Closing the gap between smart manufacturing applications and data management. In Proceedings of the 15th International Conference on Wirtschaftsinformatik (WI) (pp. 120-136). Potsdam, DE.
MLA:
Marx, Emanuel, et al. "Closing the gap between smart manufacturing applications and data management." Proceedings of the International Conference on Wirtschaftsinformatik (WI), Potsdam 2020. 120-136.
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