Skip to main content

Configuration of AMSs

Stochastic models for performance evaluation of Automated Manufacturing Systems

  • Chapter
Design of Advanced Manufacturing Systems

Abstract

This chapter proposes an integrated approach for supporting firms in the phase of detailed dimensioning of Advanced Manufacturing Systems. The problem is closely related to the performance evaluation of the system since discriminating indicators are necessary to rank different alternatives. Approximate stochastic models are proposed to estimate the performance of Advanced Manufacturing Systems. The accuracy of the proposed models is shown by applying them to several test and real cases.

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 129.00
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 169.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info
Hardcover Book
USD 169.99
Price excludes VAT (USA)
  • Durable hardcover 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

  • Baynat, B. and Dallery, Y. (1993a). Approximate techniques for general closed queueing networks with subnetworks having population constraints. European Journal of Operational Research, 18(1):250–264.

    Google Scholar 

  • Baynat, B. and Dallery, Y. (1993b). A unified view of product-form approximation techniques for general closed queueing networks. Performance Evaluation, 18(1):205–224.

    Google Scholar 

  • Baynat, B. and Dallery, Y. (1996). A product-form approximation method for general closed queueing networks with several classes of customers. Performance Evaluation, 24:165–188.

    Google Scholar 

  • Buzacott, J. (1967). Markov chain analysis of automatic transfer line with buffer stock. PhD thesis, University of Birmingham.

    Google Scholar 

  • Buzacott, J. and Shantikumar, J. (1993). Stochastic models of Manufacturing Systems. PTR Prentice Hall.

    Google Scholar 

  • Buzacott, J. and Yao, D. (1986). Flexible manufacturing systems: A review of analytical models. Management Science, 32:890–905.

    Google Scholar 

  • Colledani, M., Matta, A., and Tolio, T. (2003). Performance evaluation of production lines with finite buffer capacity producing two different products. Proceedings of the 4th Aegean International Conference on Design and Analysis of Manufacturing Systems.

    Google Scholar 

  • Colledani., M., Matta, A., and Tolio, T. (2004). Analytical methods for optimal buffer space allocation. Technical Report 01–04, Politecnico di Milano-Dipartimento di Meccanica.

    Google Scholar 

  • Dallery, Y., David, R., and Xie, X. (1988). An efficient algorithm for analysis of transfer lines with unreliable machines and finite. IIE Transactions, 20(3):280–283.

    Google Scholar 

  • Dallery, Y. and Gershwin, S. (1992). Manufacturing flow line systems: A review of models and analytical results. Queueing Systems, 12.

    Google Scholar 

  • de Almeyda, D. (1998). Agrgation des donnes pour l’valuation des performances de systmes flexibles de production par modles rseaux de files d’attente. Operations research, 32.

    Google Scholar 

  • Dekleva, J. and Gaberc, M. (1994). Two phase method for designing flexible manufacturing systems. International Journal of Production Research, 32:683–691.

    Google Scholar 

  • Frein, Y., Commault, C., and Dallery, Y. (1996). Modeling and analysis of closed-loop production lines with unreliable machines and finite buffers. IIE Transactions, 28:545–554.

    Google Scholar 

  • Gershwin, S. (1987). An efficient decomposition algorithm for the approximate evaluation of tandem queue with finite storage space and blocking. Operations Research, 35(2):291–305.

    Google Scholar 

  • Gershwin, S. (1994). Manufacturing Systems Engineering. PTR Prentice Hall.

    Google Scholar 

  • Gershwin, S., Maggio, N., Matta, A., Tolio, T., and Werner, L. (2001). Analysis of loop networks by decomposition. Third Aegean International Conference on Analysis and Modeling of Manufacturing Systems, pages 239–248.

    Google Scholar 

  • Gershwin, S. and Schor, J. (2000). Efficient algorithms for buffer space allocation. Annals of Operations Research, 93:91–116.

    Google Scholar 

  • Gordon, W. and Newell, G. (1967). Closed queueing networks with exponential servers. Operations Research, 15:252–267.

    Google Scholar 

  • Helber, S. (1999). Performance analysis of flow lines with non-linear flow of material. Springer.

    Google Scholar 

  • Levantesi, R. (2002). Analysis of multiple loop assembly/disassembly networks. PhD thesis, Politecnico di Milano.

    Google Scholar 

  • Levantesi, R., Matta, A., and Tolio, T. (2000). Performance evaluation of assembly/disassembly systems with deterministic processing times and multiple failure modes. Special International Conference on Production Research.

    Google Scholar 

  • Levantesi, R., Matta, A., and Tolio, T. (2003a). Analysis and Modeling of Manufacturing Systems, chapter 9 — Performance evaluation of production lines with random processing times, multiple failure modes and finite buffer capacity — Part II: the decomposition, pages 201–219. Kluwer Academic Publishers.

    Google Scholar 

  • Levantesi, R., Matta, A., and Tolio, T. (2003b). Performance evaluation of continuous production lines with machines having different processing times and multiple failure modes. Performance Evaluation, 51(2–4):247–268.

    Google Scholar 

  • Marie, R. (1979). An approximate analytical method for general queuing networks. IEEE Transactions on Software Engineering, 5:530–538.

    Google Scholar 

  • Matta, A. and Bianchetti, D. (1997). Proposta di metodi analitici approssimati per lo studio delle prestazioni di linee automatizzate.

    Google Scholar 

  • Matta, A. and Tolio, T. (1998). A method for performance evaluation of automated flow lines. Annals of CIRP, 47(1):373–376.

    Google Scholar 

  • Matta, A., Tolio, T., Karaesmen, F., and Dallery, Y. (2001). An integrated approach for the configuration of automated manufacturing systems. Robotics and CIM, 17(1–2):19–26.

    Google Scholar 

  • Le Bihan, H. and Dallery, Y. (1997). Homogenization techniques for the analysis of production lines with unreliable machines having different speeds. Eur. J. Contr, 3(3):200–215.

    Google Scholar 

  • Papadopoulos, H., C., C. H., and Browne, J. (1993). Queuing Theory in Manufacturing Systems Analysis and Design. London: Chapman and Hall.

    Google Scholar 

  • Reiser, M. and Levemberg, S. (1980). Mean value analysis of closed multiclass chain networks. Journal of Associated Computer Machining, 27:313–322.

    Google Scholar 

  • Solot, P. and van Vliet, M. (1994). Analytical models for fms design optimization: a survey. International Journal of Flexible Manufacturing Systems, 6:209–233.

    Google Scholar 

  • Starr, P. (1991). Integration of simulation and analytical submodels for supporting manufacturing decisions. International Journal of Production Research, 29:1733–1746.

    Google Scholar 

  • Tolio, T., Gershwin, S., and Matta, A. (2002). Analysis of two-machine lines with multiple failure modes. IIE Transactions, 34(1):51–62.

    Google Scholar 

  • Yao, D. and Buzacott, J. (1985). The exponentialization approach to flexible manufacturing system models. European Journal of Operational Research, 24:410–416.

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2005 Springer

About this chapter

Cite this chapter

Matta, A., Semeraro, Q., Tolio, T. (2005). Configuration of AMSs. In: Matta, A., Semeraro, Q. (eds) Design of Advanced Manufacturing Systems. Springer, Dordrecht. https://doi.org/10.1007/1-4020-2931-4_4

Download citation

  • DOI: https://doi.org/10.1007/1-4020-2931-4_4

  • Publisher Name: Springer, Dordrecht

  • Print ISBN: 978-1-4020-2930-1

  • Online ISBN: 978-1-4020-2931-8

  • eBook Packages: EngineeringEngineering (R0)

Publish with us

Policies and ethics