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The Effect of Service Modularity on Flexibility in the Digital Age – An Investigation in the B2B Context Read chapter Read first chapter

2018 | OriginalPaper | Chapter

Towards Enabling Cyber-Physical Systems in Brownfield Environments

Leveraging Environmental Information to Derive Virtual Representations of Unconnected Assets

Authors : Sebastian R. Bader, Clemens Wolff, Michael Vössing, Jan-Peter Schmidt

Published in: Exploring Service Science

Publisher: Springer International Publishing

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Abstract

The digital transformation based on internet technologies comprises huge potentials but also challenges for the production industry. Even though some design characteristics are generally accepted for the digitized integration of machines, applications and surrounding components the inherent complexity and variety of interaction protocols, data formats and interdependencies of existing deployments in so called brownfield environments hampers the data-driven manufacturing of the future.
We propose an iterative approach where existing context data is used to encapsulate the specific complexity of each resource in order to create a flexible integration layer. Nearly all relevant resources are modeled as self-descriptive cyber-physical systems or Virtual Representations according to the setting of the physical production environment, therefore drastically reducing the required access barriers. We present a reference implementation and discuss its business implications by the example of industrial maintenance.

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Footnotes
Literature
1.
Ahmad, R., Kamaruddin, S.: An overview of time-based and condition-based maintenance in industrial application. Comput. Ind. Eng. 63(1), 135–149 (2012)CrossRef
2.
Bader, S.R., Maleshkova, M.: Virtual representations for an iterative IoT deployment. In: Companion of The Web Conference 2018, pp. 1887–1892. International World Wide Web Conferences Steering Committee (2018)
3.
Baines, T.S., et al.: State-of-the-art in product-service systems. Proc. Inst. Mech. Eng. Part B: J. Eng. Manuf. 221(10), 1543–1552 (2007)CrossRef
4.
Baines, T., Lightfoot, H., Benedettini, O., Kay, J.: The servitization of manufacturing. J. Manuf. Technol. Manag. 20(5), 547–567 (2009)CrossRef
5.
Bauer, H., et al.: Industry 4.0 after the initial hype-where manufacturers are finding value and how they can best capture it. McKinsey Digital (2016)
6.
7.
Campos, J.: Development in the application of ICT in condition monitoring and maintenance. Comput. Ind. 60(1), 1–20 (2009)MathSciNetCrossRef
8.
Davis, J., Edgar, T., Porter, J., Bernaden, J., Sarli, M.: Smart manufacturing, manufacturing intelligence and demand-dynamic performance. Comput. Chem. Eng. 47, 145–156 (2012)CrossRef
9.
Gitzel, R., Schmitz, B., Fromm, H., Isaksson, A., Setzer, T.: Industrial services as a research discipline. Enterp. Model. Inf. Syst. Archit. 11(4), 1–22 (2016)
10.
Gubbi, J., Buyya, R., Marusic, S., Palaniswami, M.: Internet of Things (IoT): a vision, architectural elements, and future directions. Future Gener. Comput. Syst. 29(7), 1645–1660 (2013)CrossRef
11.
Hedengren, J.D., Eaton, A.N.: Overview of estimation methods for industrial dynamic systems. Optim. Eng. 18(1), 155–178 (2017)CrossRef
12.
Jardine, A.K., Lin, D., Banjevic, D.: A review on machinery diagnostics and prognostics implementing condition-based maintenance. Mech. Syst. Sig. Process. 20(7), 1483–1510 (2006)CrossRef
13.
Lee, J., Bagheri, B., Kao, H.A.: A cyber-physical systems architecture for industry 4.0-based manufacturing systems. Manuf. Lett. 3, 18–23 (2015)CrossRef
14.
Lee, J., Ni, J., Djurdjanovic, D., Qiu, H., Liao, H.: Intelligent prognostics tools and e-maintenance. Comput. Ind. 57(6), 476–489 (2006)CrossRef
15.
16.
Meier, H., Roy, R., Seliger, G.: Industrial product-service systems-IPS2. CIRP Ann. - Manuf. Technol. 59(2), 607–627 (2010)CrossRef
17.
Otto, B., Lohmann, S.: Reference architecture model for the industrial data space. Technical report, Fraunhofer-Gesellschaft zur Förderung der angewandten Forschung e.V (2017)
18.
Paz, N.M., Leigh, W.: Maintenance scheduling: issues, results and research needs. Int. J. Oper. Prod. Manag. 14(8), 47–69 (1994)CrossRef
19.
Rauen, H., Mosch, C., Niggemann, O., Jasperneite, J.: Industrie 4.0 kommunikation mit OPC UA. Leitfaden zur Einführung in den Mittelstand. Hg. v. VDMA und Fraunhofer-Anwendungszentrum Industrial Automation. Frankfurt am Main (2017). ISBN 978-3-8163-0709-9
20.
Stein, B., Morrison, A.: The enterprise data lake: better integration and deeper analytics. PwC Technol. Forecast: Rethink. Integr. 1, 1–9 (2014)
21.
Stock, T., Seliger, G.: Opportunities of sustainable manufacturing in industry 4.0. Procedia CIRP 40, 536–541 (2016)CrossRef
22.
Swanson, L.: Linking maintenance strategies to performance. Int. J. Prod. Econ. 70(3), 237–244 (2001)CrossRef
23.
Tanuska, P., Spendla, L., Kebisek, M.: Data integration for incidents analysis in manufacturing infrastructure. In: Computing Conference, 2017, pp. 340–345. IEEE (2017)
24.
Vargo, S.L., Lusch, R.F.: Service-dominant logic: continuing the evolution. J. Acad. Market. Sci. 36(1), 1–10 (2008)CrossRef
25.
Wolff, C., Vössing, M., Schmitz, B., Fromm, H.: Towards a technician marketplace using capacity-based pricing. In: Proceedings of the 51th Hawaii International Conference on System Sciences, pp. 1553–1562. Waikoloa (2018)
Metadata
Title
Towards Enabling Cyber-Physical Systems in Brownfield Environments
Authors
Sebastian R. Bader
Clemens Wolff
Michael Vössing
Jan-Peter Schmidt
Copyright Year
2018
Book
Exploring Service Science

Print ISBN: 978-3-030-00712-6

Electronic ISBN: 978-3-030-00713-3

Copyright Year: 2018

DOI
https://doi.org/10.1007/978-3-030-00713-3_13

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