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2022 | OriginalPaper | Buchkapitel

Enabling Smart Production: The Role of Data Value Chain

verfasst von : Natalie Agerskans, Jessica Bruch, Koteshwar Chirumalla, Mohammad Ashjaei

Erschienen in: Advances in Production Management Systems. Smart Manufacturing and Logistics Systems: Turning Ideas into Action

Verlag: Springer Nature Switzerland

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Abstract

To stay competitive, manufacturing companies are developing towards Smart Production which requires the use of digital technologies. However, there is a lack of guidance supporting manufacturing companies in selecting and integrating a combination of suitable digital technologies, which is required for Smart Production. To address this gap, the purpose of this paper is twofold: (i) to identify the main challenges of selecting and integrating digital technologies for Smart Production, and (ii) to propose a holistic concept to support manufacturing companies in mitigating identified challenges in order to select and integrate a combination of digital technologies for Smart Production. This is accomplished by using a qualitative-based multiple case study design. This paper identifies current challenges related to selection and integration of digital technologies. To overcome these challenges and achieve Smart production, the concept of data value chain was proposed, i.e., a holistic approach to systematically map and improve data flows within the production system.

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Literatur
1.
Zurück zum Zitat Choi, T.-M., Kumar, S., Yue, X., Chan, H. L.: Disruptive technologies and operations management in the industry 4.0 era and beyond. Product. Oper. Manag. 31(1), 9–31 (2022) Choi, T.-M., Kumar, S., Yue, X., Chan, H. L.: Disruptive technologies and operations management in the industry 4.0 era and beyond. Product. Oper. Manag. 31(1), 9–31 (2022)
2.
Zurück zum Zitat Alavian, P., Eun, Y., Meerkov, S.M., Zhang, L.: Smart production systems: automating decision-making in manufacturing environment. Int. J. Prod. Res. 58(3), 828–845 (2020)CrossRef Alavian, P., Eun, Y., Meerkov, S.M., Zhang, L.: Smart production systems: automating decision-making in manufacturing environment. Int. J. Prod. Res. 58(3), 828–845 (2020)CrossRef
3.
Zurück zum Zitat Tao, F., Qi, Q., Liu, A., Kusiak, A.: Data-driven smart manufacturing. J. Manuf. Syst. 48, 157–169 (2018)CrossRef Tao, F., Qi, Q., Liu, A., Kusiak, A.: Data-driven smart manufacturing. J. Manuf. Syst. 48, 157–169 (2018)CrossRef
4.
Zurück zum Zitat Klingenberg, C.O., Borges, M.A.V., Antunes, J.A.V.: Industry 4.0 as a data-driven paradigm: a systematic literature review on technologies. J. Manufact. Technol. Manag. 32(3), 570–592 (2019) Klingenberg, C.O., Borges, M.A.V., Antunes, J.A.V.: Industry 4.0 as a data-driven paradigm: a systematic literature review on technologies. J. Manufact. Technol. Manag. 32(3), 570–592 (2019)
5.
Zurück zum Zitat Silva, J., Silva, F., Silva, D., Rocha, L., Ritter, Á.: Decision making in the process of choosing and deploying industry 4.0 technologies. Gestão Produção 29, (2022) Silva, J., Silva, F., Silva, D., Rocha, L., Ritter, Á.: Decision making in the process of choosing and deploying industry 4.0 technologies. Gestão Produção 29, (2022)
6.
Zurück zum Zitat Sjödin, D.R., Parida, V., Leksell, M., Petrovic, A.: Smart factory implementation and process innovation. Res. Technol. Manag. 61(5), 22–30 (2018)CrossRef Sjödin, D.R., Parida, V., Leksell, M., Petrovic, A.: Smart factory implementation and process innovation. Res. Technol. Manag. 61(5), 22–30 (2018)CrossRef
7.
Zurück zum Zitat Gopalakrishnan, S., Bierly, P., Kessler, E.H.: A reexamination of product and process innovations using a knowledge-based view. J. High Technol. Managem. Res. 10(1), 147–166 (1999)CrossRef Gopalakrishnan, S., Bierly, P., Kessler, E.H.: A reexamination of product and process innovations using a knowledge-based view. J. High Technol. Managem. Res. 10(1), 147–166 (1999)CrossRef
8.
Zurück zum Zitat Müller, J.M., Kiel, D., Voigt, K.-I.: What drives the Implementation of Industry 4.0? the role of opportunities and challenges in the context of sustainability. Sustainability 10(1), 247 (2018) Müller, J.M., Kiel, D., Voigt, K.-I.: What drives the Implementation of Industry 4.0? the role of opportunities and challenges in the context of sustainability. Sustainability 10(1), 247 (2018)
9.
Zurück zum Zitat Berger, S., Denner, M.S., Röglinger, M.: The nature of digital technologies - Development of a multi-layer taxonomy. In: 26th European Conference on Information Systems (2018) Berger, S., Denner, M.S., Röglinger, M.: The nature of digital technologies - Development of a multi-layer taxonomy. In: 26th European Conference on Information Systems (2018)
10.
Zurück zum Zitat Schuh, G., Anderl, R., Dumitrescu, R., Krüger, A., ten Hompel, M.: Industrie 4.0 Maturity Index: Managing the Digital Transformation of Companies. Munich (2020) Schuh, G., Anderl, R., Dumitrescu, R., Krüger, A., ten Hompel, M.: Industrie 4.0 Maturity Index: Managing the Digital Transformation of Companies. Munich (2020)
11.
Zurück zum Zitat Kache, F., Seuring, S.: Challenges and opportunities of digital information at the intersection of big data analytics and supply chain management. Int. J. Oper. Prod. Manag. 37(1), 10–36 (2017)CrossRef Kache, F., Seuring, S.: Challenges and opportunities of digital information at the intersection of big data analytics and supply chain management. Int. J. Oper. Prod. Manag. 37(1), 10–36 (2017)CrossRef
12.
Zurück zum Zitat Yin, R.K.: Case Study Research and Applications: Design and Methods. Sage, Los Angeles (2018) Yin, R.K.: Case Study Research and Applications: Design and Methods. Sage, Los Angeles (2018)
13.
Zurück zum Zitat Braun, V., Clarke, V.: Using thematic analysis in psychology. Qual. Res. Psychol. 3, 77–101 (2006)CrossRef Braun, V., Clarke, V.: Using thematic analysis in psychology. Qual. Res. Psychol. 3, 77–101 (2006)CrossRef
14.
Zurück zum Zitat Takeda, H., Veerkamp, P., Yoshikawa, H.: Modeling design process. AI Mag. 11(4), 37 (1990) Takeda, H., Veerkamp, P., Yoshikawa, H.: Modeling design process. AI Mag. 11(4), 37 (1990)
Metadaten
Titel
Enabling Smart Production: The Role of Data Value Chain
verfasst von
Natalie Agerskans
Jessica Bruch
Koteshwar Chirumalla
Mohammad Ashjaei
Copyright-Jahr
2022
DOI
https://doi.org/10.1007/978-3-031-16411-8_55

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