Skip to main content

An Entropy Based Group Setup Strategy for PCB Assembly

  • Conference paper
Computational Science and Its Applications - ICCSA 2006 (ICCSA 2006)

Part of the book series: Lecture Notes in Computer Science ((LNTCS,volume 3982))

Included in the following conference series:

Abstract

Group setup strategy exploits the PCB similarity in forming the families of boards to minimize makespan that is composed of two attributes, the setup time and the placement time. The component similarity of boards in families reduces the setup time between families meanwhile, the geometric similarity reduces the placement time of boards within families. Current group setup strategy considers the component similarity and the geometric similarity by giving equal weights or by considering each similarity sequentially. In this paper, we propose an improved group setup strategy which combines component similarity and geometric similarity simultaneously. The entropy method is used to determine the weight of each similarity by capturing the importance of each similarity in different production environments. Test results show that the entropy based group setup strategy outperforms existing group setup strategies.

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 139.00
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever

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. Askin, R.G., Dror, M., Vakharia, A.J.: Printed circuit board scheduling and component loading in a multimachine, openshop manufacutring cell. Naval Research Logistics 41(5), 587–608 (1994)

    Article  MATH  Google Scholar 

  2. Ball, M.O., Magazine, M.J.: Sequencing of insertions in printed circuit board assemblies. Opearations Research 36(2), 192–201 (1988)

    Article  MathSciNet  Google Scholar 

  3. Chan, D., Mercier, D.: IC Insertion: An Application of the Traveling Salesman Problem. International Journal of Production Research 27(10), 1837–1841 (1989)

    Article  Google Scholar 

  4. Crama, Y.: Combinatorial optimization models for production scheduling in automated manufacturing systems. European Journal of Operational Research 99, 136–153 (1997)

    Article  MATH  Google Scholar 

  5. Crama, Y., Kolen, A.W.J., Oerlemans, A.G., Spieksma, F.C.R.: Throughput rate optimization in the automated assembly of printed circuit boards. Annals of Operations Research 26, 455–480 (1990)

    MATH  Google Scholar 

  6. Jonker, R., Volgenant, A.: A shortest augmenting path algorithm for dense and sparse linear assignment problems. Computing 59, 231–340 (1987)

    MathSciNet  Google Scholar 

  7. Leon, V.J., Jeong, I.J.: An improved group setup strategy for PCB assembly. In: Gervasi, O., Gavrilova, M.L., Kumar, V., Laganá, A., Lee, H.P., Mun, Y., Taniar, D., Tan, C.J.K. (eds.) ICCSA 2005. LNCS, vol. 3483, pp. 312–321. Springer, Heidelberg (2005)

    Chapter  Google Scholar 

  8. Leon, V.J., Peters, B.A.: Re-planning and analysis of partial setup strategies in printed circuit board assembly systems. International Journal of Flexible Manufacturing Systems Special Issue in Electronics Manufacturing 8(4), 389–412 (1996)

    Google Scholar 

  9. Leon, V.J., Peters, B.A.: A comparison of setup strategies for printed circuit board assembly. Computers in Industrial Engineering 34(1), 219–234 (1998)

    Article  Google Scholar 

  10. Lofgren, C.B., McGinnis, L.F.: Dynamic scheduling for flexible printed circuit card assembly. In: Proceedings of the IEEE Systems, Man, and Cybernetics Conference, Atlanta, GA (1986)

    Google Scholar 

  11. Quintana, R., Leon, V.J.: An improved group setup management strategy for pick and place SMD assembly. Working paper (1997)

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2006 Springer-Verlag Berlin Heidelberg

About this paper

Cite this paper

Jeong, IJ. (2006). An Entropy Based Group Setup Strategy for PCB Assembly. In: Gavrilova, M., et al. Computational Science and Its Applications - ICCSA 2006. ICCSA 2006. Lecture Notes in Computer Science, vol 3982. Springer, Berlin, Heidelberg. https://doi.org/10.1007/11751595_74

Download citation

  • DOI: https://doi.org/10.1007/11751595_74

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-34075-1

  • Online ISBN: 978-3-540-34076-8

  • eBook Packages: Computer ScienceComputer Science (R0)

Publish with us

Policies and ethics