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Erschienen in: Information Systems and e-Business Management 1/2019

10.08.2018 | Original Article

Creating the foundation for digital twins in the manufacturing industry: an integrated installed base management system

verfasst von: Daniel Olivotti, Sonja Dreyer, Benedikt Lebek, Michael H. Breitner

Erschienen in: Information Systems and e-Business Management | Ausgabe 1/2019

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Abstract

Services play an important role in the manufacturing industry. A shift in emphasis from selling physical products to offering product–service systems is perceived. Detailed knowledge of machines, components and subcomponents in whole plants must be provided. Installed base management contributes to this and enables services in manufacturing to maintain high machine availability and reduce downtimes. Installed base management assists in data structuring and management. By combining installed base data with sensor data, a digital twin of the installed base results. Following the action design research approach, an integrated installed base management system for manufacturing is presented and implemented in practice. An engineering and manufacturing company is involved in the research process and ensures practical relevance. Requirements are not only deduced from the literature but also identified in focus group discussions. A detailed test run with real data is performed for evaluation purpose using a demonstration machine. To enable a generalization, design principles for the development and implementation of such an integrated installed base management system are created.

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Literatur
Zurück zum Zitat Borchers HW, Karandikar H (2006) A data warehouse approach for estimating and characterizing the installed base of industrial products. In: Proceedings of the 2006 international conference on service systems and service management, Troyes, October 25–27, 2006, pp 53–59. https://doi.org/10.1109/icsssm.2006.320588 Borchers HW, Karandikar H (2006) A data warehouse approach for estimating and characterizing the installed base of industrial products. In: Proceedings of the 2006 international conference on service systems and service management, Troyes, October 25–27, 2006, pp 53–59. https://​doi.​org/​10.​1109/​icsssm.​2006.​320588
Zurück zum Zitat Desta T, Garfield M, Meshesha M (2014) Proposing a knowledge management system (KMS) architecture to promote knowledge sharing among employees. In: Proceedings of the European conference on information systems, Tel Aviv, June 9–11, 2014, Paper 7 Desta T, Garfield M, Meshesha M (2014) Proposing a knowledge management system (KMS) architecture to promote knowledge sharing among employees. In: Proceedings of the European conference on information systems, Tel Aviv, June 9–11, 2014, Paper 7
Zurück zum Zitat Dreyer S, Olivotti D, Lebek B, Breitner MH (2017) Towards a smart services enabling information architecture for installed base management in manufacturing. In: Wirtschaftsinformatik proceedings 2017, St. Gallen, Switzerland, February 12–15, 2017, pp 31–45 Dreyer S, Olivotti D, Lebek B, Breitner MH (2017) Towards a smart services enabling information architecture for installed base management in manufacturing. In: Wirtschaftsinformatik proceedings 2017, St. Gallen, Switzerland, February 12–15, 2017, pp 31–45
Zurück zum Zitat Fellmann M, Hucke S, Breitschwerdt R, Thomas O, Blinn N, Schlicker M (2011) Supporting technical customer services with mobile devices: towards an integrated information system architecture. In: Proceedings of the 17th Americas conference on information systems, Detroit, August 4–8, 2011, Paper 250 Fellmann M, Hucke S, Breitschwerdt R, Thomas O, Blinn N, Schlicker M (2011) Supporting technical customer services with mobile devices: towards an integrated information system architecture. In: Proceedings of the 17th Americas conference on information systems, Detroit, August 4–8, 2011, Paper 250
Zurück zum Zitat Gabor T, Belzner L, Kiermeier M, Beck MT, Neitz A (2016) A simulation-based architecture for smart cyber-physical systems. In: Proceedings of the 13th IEEE international conference on autonomic computing, Würzburg, July 18–22, 2016, pp 374–379. https://doi.org/10.1109/icac.2016.29 Gabor T, Belzner L, Kiermeier M, Beck MT, Neitz A (2016) A simulation-based architecture for smart cyber-physical systems. In: Proceedings of the 13th IEEE international conference on autonomic computing, Würzburg, July 18–22, 2016, pp 374–379. https://​doi.​org/​10.​1109/​icac.​2016.​29
Zurück zum Zitat Haider A (2011) Information technologies for engineering asset management—cultural and technical barriers. In: Proceedings of the international conference on information resources management, Seoul, June 12–14, 2011, Paper 4 Haider A (2011) Information technologies for engineering asset management—cultural and technical barriers. In: Proceedings of the international conference on information resources management, Seoul, June 12–14, 2011, Paper 4
Zurück zum Zitat Hassanzadeh A, Modi S, Mulchandani S (2015) Towards effective security control assignment in the Industrial Internet of Things. In: Proceedings of the 2nd IEEE world forum on internet of things Milan, Italia, December 14–16, 2015, pp 795–800 Hassanzadeh A, Modi S, Mulchandani S (2015) Towards effective security control assignment in the Industrial Internet of Things. In: Proceedings of the 2nd IEEE world forum on internet of things Milan, Italia, December 14–16, 2015, pp 795–800
Zurück zum Zitat Herterich M, Peters C, Neff A, Uebernickel F, Brenner W (2015) Mobile work support for field service: a literature review and directions for future research. In: Wirtschaftsinformatik proceedings 2015, Osnabrück, Germany, March 4–6, 2015, Paper 10 Herterich M, Peters C, Neff A, Uebernickel F, Brenner W (2015) Mobile work support for field service: a literature review and directions for future research. In: Wirtschaftsinformatik proceedings 2015, Osnabrück, Germany, March 4–6, 2015, Paper 10
Zurück zum Zitat Iivari J (2007) A paradigmatic analysis of information systems as a design science. Scand J Inf Syst 19(2):39–64 Iivari J (2007) A paradigmatic analysis of information systems as a design science. Scand J Inf Syst 19(2):39–64
Zurück zum Zitat Kennedy D, Keskin T (2016) A pricing model for the internet of things enabled smart service systems. In: Proceedings of the 49th Hawaii international conference on system sciences, Kauai, January 5–8, 2016, pp 1782–1789 Kennedy D, Keskin T (2016) A pricing model for the internet of things enabled smart service systems. In: Proceedings of the 49th Hawaii international conference on system sciences, Kauai, January 5–8, 2016, pp 1782–1789
Zurück zum Zitat Lin S, Gao J, Koronios A (2006) Validating a data quality framework in engineering asset management. In: Proceedings of the 17th Australasian conference on information systems, Adelaide, December 6–8, 2006, Paper 75 Lin S, Gao J, Koronios A (2006) Validating a data quality framework in engineering asset management. In: Proceedings of the 17th Australasian conference on information systems, Adelaide, December 6–8, 2006, Paper 75
Zurück zum Zitat Lindgren R, Henfridsson O, Schultze U (2004) Design principles for competence management systems: a synthesis of an action research study. MISQ 28(3):435–472CrossRef Lindgren R, Henfridsson O, Schultze U (2004) Design principles for competence management systems: a synthesis of an action research study. MISQ 28(3):435–472CrossRef
Zurück zum Zitat Mouna BC, Dakhli SBD (2016) Knowledge management systems: a multidimensional analysis. In: Proceedings of the 10th Mediterranean conference on information systems, Paphos, September 4–6, 2016, Paper 52 Mouna BC, Dakhli SBD (2016) Knowledge management systems: a multidimensional analysis. In: Proceedings of the 10th Mediterranean conference on information systems, Paphos, September 4–6, 2016, Paper 52
Zurück zum Zitat Neff AA, Hamel F, Herz TP, Uebernickel F, Brenner W (2013) Developing a maturity model for product–service systems in manufacturing enterprises. In: Proceedings of the 17th Pacific Asia conference on information systems, Jeju Island, June 18–22, 2013, Paper 144 Neff AA, Hamel F, Herz TP, Uebernickel F, Brenner W (2013) Developing a maturity model for product–service systems in manufacturing enterprises. In: Proceedings of the 17th Pacific Asia conference on information systems, Jeju Island, June 18–22, 2013, Paper 144
Zurück zum Zitat Olivotti D, Passlick J, Dreyer S, Lebek B, Breitner MH (2018a) Maintenance planning using condition monitoring data. In: Kliewer N, Ehmke JF, Borndörfer R (eds) Operations research proceedings 2017. Springer, Cham, Switzerland, pp 543–548CrossRef Olivotti D, Passlick J, Dreyer S, Lebek B, Breitner MH (2018a) Maintenance planning using condition monitoring data. In: Kliewer N, Ehmke JF, Borndörfer R (eds) Operations research proceedings 2017. Springer, Cham, Switzerland, pp 543–548CrossRef
Zurück zum Zitat Olivotti D, Passlick J, Axjonow A, Eilers D, Breitner MH (2018b) Combining machine learning and domain experience: a hybrid-learning monitor approach for industrial machines. In: Proceedings of the international conference on exploring service science 2018, Karlsruhe, Germany, September 19–21, 2018 (to be published) Olivotti D, Passlick J, Axjonow A, Eilers D, Breitner MH (2018b) Combining machine learning and domain experience: a hybrid-learning monitor approach for industrial machines. In: Proceedings of the international conference on exploring service science 2018, Karlsruhe, Germany, September 19–21, 2018 (to be published)
Zurück zum Zitat Rosemann M, Vessey I (2008) Toward improving the relevance of information systems research to practice: the role of applicability checks. MISQ 32(1):1–22CrossRef Rosemann M, Vessey I (2008) Toward improving the relevance of information systems research to practice: the role of applicability checks. MISQ 32(1):1–22CrossRef
Zurück zum Zitat Schmidt A, Otto B, Österle H (2011) A functional reference model for manufacturing execution systems in the automotive industry. In: Wirtschaftsinformatik proceedings 2011, Zurich, Switzerland, February 16–18, 2011, Paper 89 Schmidt A, Otto B, Österle H (2011) A functional reference model for manufacturing execution systems in the automotive industry. In: Wirtschaftsinformatik proceedings 2011, Zurich, Switzerland, February 16–18, 2011, Paper 89
Zurück zum Zitat Schrödl H, Bensch S (2013) E-procurement of cloud-based information systems—a product–service system approach. In: Proceedings of the 34th international conference on information systems, Milan, December 15–18 Schrödl H, Bensch S (2013) E-procurement of cloud-based information systems—a product–service system approach. In: Proceedings of the 34th international conference on information systems, Milan, December 15–18
Zurück zum Zitat Sein MK, Henfridsson O, Purao S, Rossi M, Lindgren R (2011) Action design research. MISQ 35(1):37–56CrossRef Sein MK, Henfridsson O, Purao S, Rossi M, Lindgren R (2011) Action design research. MISQ 35(1):37–56CrossRef
Zurück zum Zitat Wagner C, Epple U, Grothoff J, Drath R, Hoffmeister M, Malakuti S, Grüner S, Zimmermann P (2017) The role of the industry 4.0 asset administration shell and the digital twin during the life cycle of a plant. In: Proceedings of the 22nd IEEE international conference on emerging technologies and factory automation, Limassol, September 12–15, pp 1–8 Wagner C, Epple U, Grothoff J, Drath R, Hoffmeister M, Malakuti S, Grüner S, Zimmermann P (2017) The role of the industry 4.0 asset administration shell and the digital twin during the life cycle of a plant. In: Proceedings of the 22nd IEEE international conference on emerging technologies and factory automation, Limassol, September 12–15, pp 1–8
Zurück zum Zitat Webster J, Watson RT (2002) Analyzing the past to prepare for the future: writing a literature review. MISQ 22(6):xiiii–xxiii Webster J, Watson RT (2002) Analyzing the past to prepare for the future: writing a literature review. MISQ 22(6):xiiii–xxiii
Zurück zum Zitat Yang KH (2008) Finding critical success factors of ubiquitous supply chain management. In: Proceedings of the 12th Pacific Asia conference on information systems, Suzhou, July 10–12, 2008, Paper 22 Yang KH (2008) Finding critical success factors of ubiquitous supply chain management. In: Proceedings of the 12th Pacific Asia conference on information systems, Suzhou, July 10–12, 2008, Paper 22
Metadaten
Titel
Creating the foundation for digital twins in the manufacturing industry: an integrated installed base management system
verfasst von
Daniel Olivotti
Sonja Dreyer
Benedikt Lebek
Michael H. Breitner
Publikationsdatum
10.08.2018
Verlag
Springer Berlin Heidelberg
Erschienen in
Information Systems and e-Business Management / Ausgabe 1/2019
Print ISSN: 1617-9846
Elektronische ISSN: 1617-9854
DOI
https://doi.org/10.1007/s10257-018-0376-0

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