The Stuttgart IT Architecture for Manufacturing | SpringerLink
Skip to main content
Springer Nature Link
Log in

The Stuttgart IT Architecture for Manufacturing

An Architecture for the Data-Driven Factory

  • Conference paper
  • First Online:
Enterprise Information Systems (ICEIS 2016)

Part of the book series: Lecture Notes in Business Information Processing ((LNBIP,volume 291))

Included in the following conference series:

Abstract

The global conditions for manufacturing are rapidly changing towards shorter product life cycles, more complexity and more turbulence. The manufacturing industry must meet the demands of this shifting environment and the increased global competition by ensuring high product quality, continuous improvement of processes and increasingly flexible organization. Technological developments towards smart manufacturing create big industrial data which needs to be leveraged for competitive advantages. We present a novel IT architecture for data-driven manufacturing, the Stuttgart IT Architecture for Manufacturing (SITAM). It addresses the weaknesses of traditional manufacturing IT by providing IT systems integration, holistic data analytics and mobile information provisioning. The SITAM surpasses competing reference architectures for smart manufacturing because it has a strong focus on analytics and mobile integration of human workers into the smart production environment and because it includes concrete recommendations for technologies to implement it, thus filling a granularity gap between conceptual and case-based architectures. To illustrate the benefits of the SITAM’s prototypical implementation, we present an application scenario for value-added services in the automotive industry.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Log in via an institution

Subscribe and save

Springer+ Basic
¥17,985 /Month
  • Get 10 units per month
  • Download Article/Chapter or eBook
  • 1 Unit = 1 Article or 1 Chapter
  • Cancel anytime
Subscribe now

Buy Now

Chapter
JPY 3498
Price includes VAT (Japan)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
JPY 5719
Price includes VAT (Japan)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
JPY 7149
Price includes VAT (Japan)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

Similar content being viewed by others

Notes

  1. 1.

    https://opcfoundation.org/about/opc-technologies/opc-ua/.

  2. 2.

    http://www-03.ibm.com/software/products/en/ibm-integration-bus.

  3. 3.

    http://www.oracle.com/technetwork/middleware/service-bus/overview/index.html.

  4. 4.

    http://wso2.com/products/enterprise-service-bus/.

  5. 5.

    https://opcfoundation.org/developer-tools/specifications-unified-architecture.

  6. 6.

    http://docs.oasis-open.org/mqtt/mqtt/v3.1.1/os/mqtt-v3.1.1-os.html.

  7. 7.

    https://www.w3.org/TR/xmlschema11-1/.

  8. 8.

    http://tools.ietf.org/html/draft-zyp-json-schema-04.

  9. 9.

    https://www.w3.org/TR/xslt.

  10. 10.

    http://docs.oasis-open.org/wsbpel/2.0/OS/wsbpel-v2.0-OS.html.

  11. 11.

    http://www-03.ibm.com/software/products/en/wsrr.

  12. 12.

    http://wso2.com/products/governance-registry/.

  13. 13.

    https://hadoop.apache.org/.

  14. 14.

    http://mahout.apache.org/.

  15. 15.

    https://spark.apache.org/docs/latest/sparkr.html.

  16. 16.

    http://www.cs.waikato.ac.nz/ml/weka/.

  17. 17.

    https://www.knime.org/.

  18. 18.

    http://rapidminer.com/.

  19. 19.

    https://gate.ac.uk/.

  20. 20.

    http://uima.apache.org/.

  21. 21.

    https://spark.apache.org/streaming/.

  22. 22.

    https://storm.apache.org/.

  23. 23.

    http://www-03.ibm.com/software/products/en/ibm-streams.

  24. 24.

    http://www.oracle.com/technetwork/testcontent/streams-oracle-streams-twp-128298.pdf.

  25. 25.

    https://developer.apple.com/.

  26. 26.

    https://developer.android.com/index.html.

  27. 27.

    https://angularjs.org/.

  28. 28.

    https://jquery.com/.

  29. 29.

    https://d3js.org/.

  30. 30.

    http://jointjs.com/.

  31. 31.

    https://www.sqlite.org/.

  32. 32.

    http://www.w3schools.com/html/html5_webstorage.asp.

  33. 33.

    https://developer.chrome.com/apps/offline_storage.

  34. 34.

    http://hpi.de/naumann/projects/data-quality-and-cleansing/dude-duplicate-detection.html.

  35. 35.

    http://openrefine.org/.

  36. 36.

    https://opennlp.apache.org/.

  37. 37.

    http://software.wise-guys.nl/libtextcat/.

  38. 38.

    https://cran.r-project.org/web/packages/Rlof/.

  39. 39.

    https://www.w3.org/TR/rdf11-concepts/.

  40. 40.

    https://www.alfresco.com/.

  41. 41.

    https://neo4j.com/.

  42. 42.

    http://uima.apache.org/.

  43. 43.

    https://code.google.com/archive/p/uimafit/.

  44. 44.

    http://www.cs.waikato.ac.nz/ml/weka/.

  45. 45.

    http://www.nhtsa.gov/NCSA.

References

  1. Westkämper, E.: Towards the Re-industrialization of Europe: A Concept for Manufacturing for 2030. Springer Science & Business Media, Heidelberg (2013)

    Google Scholar 

  2. MacDougall, W.: Industrie 4.0: Smart Manufacturing for the Future (2014)

    Google Scholar 

  3. 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)

    Article  Google Scholar 

  4. Shi, J., Wan, J., Yan, H., Suo, H.: A survey of cyber-physical systems. In: 2011 International Conference on Wireless Communications and Signal Processing, Piscataway, NJ, pp. 1–6. IEEE (2011)

    Google Scholar 

  5. Brettel, M., Friederichsen, N., Keller, M., Rosenberg, M.: How virtualization, decentralization and network building change the manufacturing landscape: an industry 4.0 perspective. Int. J. Sci. Eng. Technol. 8, 37–44 (2014)

    Google Scholar 

  6. Kemper, H.G., Baars, H., Lasi, H.: An integrated business intelligence framework. closing the gap between IT support for management and for production. In: Rausch, P., Sheta, A.F., Ayesh, A. (eds.) Business Intelligence and Performance Management. Advanced Information and Knowledge Processing, pp. 13–26. Springer, London (2013). doi:10.1007/978-1-4471-4866-1_2

    Chapter  Google Scholar 

  7. Gölzer, P., Cato, P., Amberg, M.: Data processing requirements of industry 4.0 - use cases for big data applications. In: Proceedings of the 23rd European Conference on Information Systems (ECIS), Paper 61 (2015)

    Google Scholar 

  8. ISA: Enterprise-Control System Integration. ANSI/ISA 95.00.01-2000, Instrument Society of America (2000)

    Google Scholar 

  9. Gröger, C., Kassner, L., Hoos, E., Königsberger, J., Kiefer, C., Silcher, S., Mitschang, B.: The data-driven factory. Agile, learning and human-centric manufacturing. In: Proceedings of the 18th International Conference on Enterprise Information Systems (ICEIS), Scitepress (2016)

    Google Scholar 

  10. Vogel-Heuser, B., Kegel, G., Bender, K., Wucherer, K.: Global information architecture for industrial automation. Automatisierungstechnische Praxis 51, 108–115 (2009)

    Google Scholar 

  11. Minguez, J., Lucke, D., Jakob, M., Constantinescu, C., Mitschang, B.: Introducing SOA into production environments - the manufacturing service bus. In: Sihn, W., Becker, T., Kolev, I. (eds.) Proceedings of the 43rd CIRP International Conference on Manufacturing Systems (CMS), pp. 1117–1124. Neuer Wissenschaftlicher Verlag, Wien (2010)

    Google Scholar 

  12. Bracht, U., Hackenberg, W., Bierwirth, T.: A monitoring approach for the operative CKD logistics. wt Werkstattstechnik Online 101, 122–127 (2011)

    Google Scholar 

  13. Groover, M.P.: Automation, Production Systems, and Computer-Integrated Manufacturing, 3rd edn. Prentice Hall, Upper Saddle River (2008)

    Google Scholar 

  14. Hjelmervik, O.R., Wang, K.: Knowledge management in manufacturing: the soft side of knowledge systems. In: Wang, K., Kovacs, G.L., Wozny, M., Fang, M. (eds.) PROLAMAT 2006. IIFIP, vol. 207, pp. 89–94. Springer, Boston (2006). doi:10.1007/0-387-34403-9_10

    Chapter  Google Scholar 

  15. Zuehlke, D.: Smart factory - towards a factory-of-things. Ann. Rev. Control 34, 129–138 (2010)

    Article  Google Scholar 

  16. Weyrich, M., Ebert, C.: Reference architectures for the internet of things. IEEE Softw. 33, 112–116 (2016)

    Article  Google Scholar 

  17. EFFRA: Platforms for connected factories of the future. Technical report, Communications Networks, Content and Technology Directorate-General DG CONNECT, A3 and European Factories of the Future Research Association (EFFRA) (2015)

    Google Scholar 

  18. VDI/VDE, ZVEI: Reference Architecture Model Industrie 4.0 (RAMI4.0). Technical report, Plattform Industrie 4.0 (2015)

    Google Scholar 

  19. Lin, S.W., Miller, B., Durand, J., Joshi, R., Didier, P., Chigani, A., Torenbeek, R., Duggal, D., Martin, R., Bleakley, G., King, A., Molina, J., Schrecker, S., Lembree, R., Soroush, H., Garbis, J., Crawford, M., Harper, E., Raman, K., Witten, B.: Industrial internet reference architecture. Technical report 1.7, Industrial Internet Consortium (2015)

    Google Scholar 

  20. Otto, B., Auer, S., Cirullies, J., Jürjens, J., Menz, N., Schon, J., Wenzel, S.: Industrial Data Space - Digitale Souveränitt für Daten. Fraunhofer-Gesellschaft zur Förderung der angewandten Forschung e.V, Technical report (2016)

    Google Scholar 

  21. Holtewert, P., Wutzke, R., Seidelmann, J., Bauernhansl, T.: Virtual fort knox - federative, secure and cloud-based platform for manufacturing. In: Cunha, P.F.D.C. (ed.) Economic Development and Wealth through Globally Competitive Manufacturing Systems, Procedia CIRP., Red Hook, NY, Curran, vol. 7, pp. 527–532 (2014)

    Google Scholar 

  22. Papazoglou, M.P., van den Heuvel, W.J., Mascolo, J.E.: A reference architecture and knowledge-based structures for smart manufacturing networks. IEEE Softw. 32, 61–69 (2015)

    Article  Google Scholar 

  23. Erl, T.: Service Oriented Architecture: Principles of Service Design. The Prentice Hall Service-oriented Computing Series from Thomas Erl. Prentice Hall, Upper Saddle River (2008)

    Google Scholar 

  24. Silcher, S., Dinkelmann, M., Minguez, J., Mitschang, B.: Advanced product lifecycle management by introducing domain-specific service buses. In: Cordeiro, J., Maciaszek, L.A., Filipe, J. (eds.) ICEIS 2012. LNBIP, vol. 141, pp. 92–107. Springer, Heidelberg (2013). doi:10.1007/978-3-642-40654-6_6

    Chapter  Google Scholar 

  25. Evans, J.R., Lindner, C.H.: Business analytics: the next frontier for decision sciences. Decis. Line 43, 4–6 (2012)

    Google Scholar 

  26. Gröger, C., Schwarz, H., Mitschang, B.: The manufacturing knowledge repository. consolidating knowledge to enable holistic process knowledge management in manufacturing. In: Hammoudi, S. (ed.) Proceedings of the 16th International Conference on Enterprise Information Systems, Lisbon, Portugal, 39–51 April 2014, pp. 27–30. [S.l.], SciTePress (2014)

    Google Scholar 

  27. Aggarwal, C.C., Zhai, C.: An introduction to text mining. In: Aggarwal, C.C., Zhai, C. (eds.) Mining Text Data, pp. 1–10. Springer, New York (2012)

    Chapter  Google Scholar 

  28. Kassner, L., Gröger, C., Mitschang, B., Westkämper, E.: Product life cycle analytics - next generation data analytics on structured and unstructured data. In: Teti, R. (ed.) 9th CIRP Conference on Intelligent Computation in Manufacturing Engineering - CIRPICME 14, Procedia CIRP., Red Hook, NY, Curran, vol. 33, pp. 35–40 (2015)

    Google Scholar 

  29. Kassner, L., Mitschang, B.: Exploring text classification for messy data: an industry use case for domain-specific analytics. In: Pitoura, E., Maabout, S., Koutrika, G., Marian, A., Tanca, L., Manolescu, I., Stefanidis, K. (eds.) Proceedings of the 19th International Conference on Extending Database Technology (EDBT), OpenProceedings.org, pp. 491–502 (2016)

    Google Scholar 

  30. Clevenger, N.C.: IPad in the Enterprise: Developing and Deploying Business Applications. Wiley, Indianapolis (2011)

    Google Scholar 

  31. Hoos, E., Gröger, C., Mitschang, B.: Mobile apps in engineering: a process-driven analysis of business potentials and technical challenges. In: Teti, R. (ed.) 9th CIRP Conference on Intelligent Computation in Manufacturing Engineering - CIRPICME 14, Procedia CIRP., Red Hook, NY, Curran, vol. 33 (2015)

    Google Scholar 

  32. Daniel, F., Matera, M.: Mashups: Concepts, Models and Architectures. Data-Centric Systems and Applications. Springer, Heidelberg (2014)

    Book  Google Scholar 

  33. Francese, R., Risi, M., Tortora, G., Tucci, M.: Visual mobile computing for mobile end-users. IEEE Trans. Mob. Comput. 15, 1033–1046 (2015)

    Article  Google Scholar 

  34. Whitman, M.E., Mattord, H.J.: Principles of Information Security, 3rd edn. Thomson Course Technology, Boston (2007)

    Google Scholar 

  35. Meehan, M.: SOA adoption marked by broad failure and wild success (2008)

    Google Scholar 

  36. Königsberger, J., Silcher, S., Mitschang, B.: SOA-GovMM: a meta model for a comprehensive SOA governance repository. In: Joshi, J.B.D. (ed.) Proceedings of the 2014 IEEE 15th International Conference on Information Reuse and Integration, Piscataway, NJ, pp. 187–194. IEEE (2014)

    Google Scholar 

  37. Sebastian-Coleman, L.: Measuring Data Quality for Ongoing Improvement: A Data Quality Assessment Framework. Elsevier Science, Burlington (2013)

    Google Scholar 

  38. Wang, R.Y., Strong, D.M.: Beyond accuracy: what data quality means to data consumers. J. Manag. Inf. Syst. 12, 5–33 (1996)

    Article  Google Scholar 

  39. International Organization for Standardization: Industrial Automation Systems and Integration (1994)

    Google Scholar 

  40. International Organization for Standardization: Industrial Automation Systems and Integration - JT File Format Specification for 3D Visualization (2016)

    Google Scholar 

  41. Stonebraker, M.: Newsql: an alternative to NoSql and old SQL for new OLTP apps. Commun. ACM (2011)

    Google Scholar 

  42. Marz, N., Warren, J.: Big Data: Principles and Best Practices of Scalable Realtime Data Systems. Manning Publications Co., Greenwich (2015)

    Google Scholar 

  43. Nalepa, G., Bobek, S.: Rule-based solution for context-aware reasoning on mobile devices. Comput. Sci. Inf. Syst. 11, 171–193 (2014)

    Article  Google Scholar 

  44. Bolchini, C., Curino, C.A., Quintarelli, E., Schreiber, F.A., Tanca, L.: A data-oriented survey of context models. ACM SIGMOD Rec. 36, 19 (2007)

    Google Scholar 

  45. Königsberger, J., Mitschang, B.: A semantically-enabled SOA governance repository. In: Proceedings of the 2016 IEEE 17th International Conference on Information Reuse and Integration. IEEE (2016)

    Google Scholar 

  46. Gröger, C., Schwarz, H., Mitschang, B.: Prescriptive analytics for recommendation-based business process optimization. In: Abramowicz, W., Kokkinaki, A. (eds.) BIS 2014. LNBIP, vol. 176, pp. 25–37. Springer, Cham (2014). doi:10.1007/978-3-319-06695-0_3

    Chapter  Google Scholar 

Download references

Acknowledgements

The authors would like to thank the German Research Foundation (DFG) as well as Daimler AG for financial support of this project as part of the Graduate School of Excellence advanced Manufacturing Engineering (GSaME) at the University of Stuttgart.

Author information

Authors and Affiliations

  1. Graduate School of Excellence Advanced Manufacturing Engineering, University of Stuttgart, Nobelstraße 12, 70569, Stuttgart, Germany

    Laura Kassner, Christoph Gröger, Jan Königsberger, Eva Hoos, Cornelia Kiefer, Christian Weber, Stefan Silcher & Bernhard Mitschang

  2. Robert Bosch GmbH, Robert-Bosch-Platz 1, 70839, Gerlingen-Schillerhöhe, Germany

    Christoph Gröger

  3. eXXcellent solutions gmbh, Heßbrühlstraße 7, 70565, Stuttgart, Germany

    Stefan Silcher

Authors
  1. Laura Kassner
    View author publications

    You can also search for this author in PubMed Google Scholar

  2. Christoph Gröger
    View author publications

    You can also search for this author in PubMed Google Scholar

  3. Jan Königsberger
    View author publications

    You can also search for this author in PubMed Google Scholar

  4. Eva Hoos
    View author publications

    You can also search for this author in PubMed Google Scholar

  5. Cornelia Kiefer
    View author publications

    You can also search for this author in PubMed Google Scholar

  6. Christian Weber
    View author publications

    You can also search for this author in PubMed Google Scholar

  7. Stefan Silcher
    View author publications

    You can also search for this author in PubMed Google Scholar

  8. Bernhard Mitschang
    View author publications

    You can also search for this author in PubMed Google Scholar

Corresponding author

Correspondence to Laura Kassner .

Editor information

Editors and Affiliations

  1. MODESTE/ESEO, Angers, France

    Slimane Hammoudi

  2. Wroclaw University of Economics, Wroclaw, Poland

    Leszek A. Maciaszek

  3. ISTC-CNR, Institute of Sciences and Technologies of Cognition, Rome, Italy

    Michele M. Missikoff

  4. MODESTE/ESEO, Angers, France

    Olivier Camp

  5. EST, Instituto Politécnico de Setúbal (IPS), Setúbal, Portugal

    José Cordeiro

Rights and permissions

Reprints and permissions

Copyright information

© 2017 Springer International Publishing AG

About this paper

Cite this paper

Kassner, L. et al. (2017). The Stuttgart IT Architecture for Manufacturing. In: Hammoudi, S., Maciaszek, L., Missikoff, M., Camp, O., Cordeiro, J. (eds) Enterprise Information Systems. ICEIS 2016. Lecture Notes in Business Information Processing, vol 291. Springer, Cham. https://doi.org/10.1007/978-3-319-62386-3_3

Download citation

  • DOI: https://doi.org/10.1007/978-3-319-62386-3_3

  • Published:

  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-319-62385-6

  • Online ISBN: 978-3-319-62386-3

  • eBook Packages: Computer ScienceComputer Science (R0)

Publish with us

Policies and ethics