Skip to main content

Scenario Technique with Integer Programming for Sustainability in Manufacturing

  • Conference paper
Advanced Manufacturing and Sustainable Logistics (IHNS 2010)

Part of the book series: Lecture Notes in Business Information Processing ((LNBIP,volume 46))

Included in the following conference series:

  • 2953 Accesses

Abstract

Scenario technique is a tool to reveal the knowledge of an expert group about possible and consistent scenarios of the future. The current use of this technique suffers from an inflexibility of the available software. To overcome this shortage, the core part of this solver, i.e. the scenario generation phase, has to be re-implemented. It is demonstrated that this problem can be formulated as an integer linear programming problem. To find all feasible solutions the solver SCIP was adapted. The solutions are then clustered and these clusters are verbally described. The approach is demonstrated by using data from the research project remanufacturing oriented production equipment development, in which scenarios for sustainable value creation were identified and described.

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

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 39.99
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 54.99
Price excludes VAT (USA)
  • 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

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

References

  1. Seliger, G. (ed.): 12. Produktionstechnisches Kolloquium PTK 2007: Nachhaltige industrielle Wertschöpfungsnetze (2007)

    Google Scholar 

  2. Stern, N.: The Economics of Climate Change. In: The Stern Review, Cambridge University Press, Cambridge (2006)

    Google Scholar 

  3. Intergovernmental Panel on Climate Change (IPCC): Climate Change 2007: The Physical Science Basis. Summary for Policy Makers (2007)

    Google Scholar 

  4. Kahn, H., Wiener, A.J.: The Year 2000: A Framework for Speculations on the next Thirty-Three Years. Macmillan, New York (1967)

    Google Scholar 

  5. Börjeson, L., Höjer, M., Dreborg, K.H., Ekvall, T., Finnveden, G.: Scenario types and techniques: Towards a user’s guide. Futures 38(7), 723–739 (2006)

    Article  Google Scholar 

  6. Gausemeier, J., Fink, A., Schlake, O.: Scenario management: An approach to develop future potentials. Technology Forecasting and Social Change 59, 111–130 (1998)

    Article  Google Scholar 

  7. Gausemeier, J., Plass, C., Wenzelmann, C.: Zukunftsorientierte Unternehmensgestaltung: Strategien. In: Geschäftsprozesse und IT-Systeme für die Produktion von morgen. Carl Hanser Verlag, München (2009)

    Google Scholar 

  8. Fügenschuh, A., Martin, A.: Computational Integer Programming and Cutting Planes. In: Handbooks in Operations Research and Management Science: Handbook on Discrete Optimization, vol. 12, pp. 69–122. Elsevier, Amsterdam (2005)

    Google Scholar 

  9. Severengiz, S., Widera, H., Seliger, G., Saavedra, Y.M.B., Ometto, A.R., Barquet, A.P., Forcellini, F.A.: Scenarios for the remanufacturing of machine tools and assembly equipment. In: The 7th CIRP Conference on Sustainable Manufacturing, IIT Madras, Chennai (December 2-4, 2009)

    Google Scholar 

  10. Seliger, G., Severengiz, S., Widera, H., Ometto, A.R., Barrera, Y., França, T., Puglieri, F., Forcellini, F.A., Barbosa, C., Barquet, A.P.: Scenarios for remanufacturing/reuse of machine tools and assembly equipment for brazil in, Technical report, Technische Universität Berlin, Universidade de São Paulo, and Universidade Federal de Santa Catarina, Online available at URL (2020), http://www.mf.tu-berlin.de/uploads/media/Scenariosforremanufacturing.PDF (retrieved November 20, 2009)

  11. Berthold, T., Heinz, S., Pfetsch, M.E.: Nonlinear pseudo-boolean optimization: relaxation or propagation? In: Kullmann, O. (ed.) SAT 2009. LNCS, vol. 5584, pp. 441–446. Springer, Heidelberg (2009)

    Chapter  Google Scholar 

  12. Achterberg, T., Heinz, S., Koch, T.: Counting solutions of integer programs using unrestricted subtree detection. In: Perron, L., Trick, M.A. (eds.) CPAIOR 2008. LNCS, vol. 5015, pp. 278–282. Springer, Heidelberg (2008)

    Chapter  Google Scholar 

  13. Späth, H.: Cluster-Formation und -Analyse. Theorie, FORTRAN-Programme, Beispiele. R. Oldenbourg-Verlag, München (1983)

    Google Scholar 

  14. Lloyd, S.P.: Least Squares Quantization in PCM. IEEE Transaction on Information Theory 28(2), 129–137 (1982)

    Article  MATH  MathSciNet  Google Scholar 

  15. Koch, T.: Rapid Mathematical Programming. PhD thesis, Technische Universität Berlin, Technical Report ZIB-TR 04-58 (2004)

    Google Scholar 

  16. Achterberg, T.: Constraint Integer Programming. PhD thesis, Technische Universität Berlin (2007)

    Google Scholar 

  17. Wunderling, R.: Paralleler und Objektorientierter Simplex-Algorithmus. PhD thesis, Technische Universität Berlin, Technical Report ZIB-TR 96-09 (1996)

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2010 Springer-Verlag Berlin Heidelberg

About this paper

Cite this paper

Fügenschuh, A., Gausemeier, P., Seliger, G., Severengiz, S. (2010). Scenario Technique with Integer Programming for Sustainability in Manufacturing. In: Dangelmaier, W., Blecken, A., Delius, R., Klöpfer, S. (eds) Advanced Manufacturing and Sustainable Logistics. IHNS 2010. Lecture Notes in Business Information Processing, vol 46. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-12494-5_29

Download citation

  • DOI: https://doi.org/10.1007/978-3-642-12494-5_29

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-642-12461-7

  • Online ISBN: 978-3-642-12494-5

  • eBook Packages: Computer ScienceComputer Science (R0)

Publish with us

Policies and ethics