IDEAS home Printed from https://ideas.repec.org/a/inm/ortrsc/v30y1996i4p330-350.html
   My bibliography  Save this article

Stochastic Modeling for Automated Material Handling System Design and Control

Author

Listed:
  • M. Eric Johnson

    (Owen Graduate School of Management, Vanderbilt University, Nashville, Tennessee 37203)

  • Margaret L. Brandeau

    (Department of Industrial Engineering and Engineering Management, Stanford University, Stanford, California 94305-4024)

Abstract

Material handling systems (MHSs) are micro-transportation systems that share many of the same challenges in design and operation as their larger-scale transportation counterparts. However, because of the automation technology employed in material handling, such systems also present many new challenges. Over the past decade, progress in automation technology has led to the replacement of many non-automated MHSs with automated systems. Use of an automated MHS can lead to significantly lower overall material handling cost, and thus overall production cost. However, the installation cost of such a system can be significant, and an MHS that does not function properly can lead to significant losses in productivity and profits. Analysis of design and control problems for such systems must take into account the fact that MHSs typically operate in a stochastic environment, with stochastic demands for material handling, flexibility in vehicle routing, variable processing times and other random elements. This paper reviews research on design and control of automated MHSs, with emphasis on analytical models that incorporate stochastic elements. We focus on models of automated storage and retrieval systems and automated guided vehicle systems. In addition to evaluating the existing literature, we describe areas where further research is needed.

Suggested Citation

  • M. Eric Johnson & Margaret L. Brandeau, 1996. "Stochastic Modeling for Automated Material Handling System Design and Control," Transportation Science, INFORMS, vol. 30(4), pages 330-350, November.
    • Handle: RePEc:inm:ortrsc:v:30:y:1996:i:4:p:330-350
    DOI: 10.1287/trsc.30.4.330
    as

    Download full text from publisher

    File URL: http://dx.doi.org/10.1287/trsc.30.4.330
    Download Restriction: no
    File URL: https://libkey.io/10.1287/trsc.30.4.330?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Le-Duc, T. & de Koster, M.B.M., 2005. "Optimal Storage Rack Design for a 3-dimensional Compact AS/RS," ERIM Report Series Research in Management ERS-2005-041-LIS, Erasmus Research Institute of Management (ERIM), ERIM is the joint research institute of the Rotterdam School of Management, Erasmus University and the Erasmus School of Economics (ESE) at Erasmus University Rotterdam.
    2. Chen, Gang & Feng, Haolin & Luo, Kaiyi & Tang, Yanli, 2021. "Retrieval-oriented storage relocation optimization of an automated storage and retrieval system," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 155(C).
    3. Gademann, A. J. R. M. & van de Velde, S. L., 2000. "Positioning automated guided vehicles in a loop layout," European Journal of Operational Research, Elsevier, vol. 127(3), pages 565-573, December.
    4. Saifallah Benjaafar, 2002. "Modeling and Analysis of Congestion in the Design of Facility Layouts," Management Science, INFORMS, vol. 48(5), pages 679-704, May.
    5. de Koster, M.B.M. & Le-Duc, T. & Roodbergen, K.J., 2006. "Design and Control of Warehouse Order Picking: a literature review," ERIM Report Series Research in Management ERS-2006-005-LIS, Erasmus Research Institute of Management (ERIM), ERIM is the joint research institute of the Rotterdam School of Management, Erasmus University and the Erasmus School of Economics (ESE) at Erasmus University Rotterdam.
    6. de Koster, Rene & Le-Duc, Tho & Roodbergen, Kees Jan, 2007. "Design and control of warehouse order picking: A literature review," European Journal of Operational Research, Elsevier, vol. 182(2), pages 481-501, October.
    7. Ulrich W. Thonemann & Margaret L. Brandeau, 1998. "Note. Optimal Storage Assignment Policies for Automated Storage and Retrieval Systems with Stochastic Demands," Management Science, INFORMS, vol. 44(1), pages 142-148, January.
    8. Nima Zaerpour & Yugang Yu & René de Koster, 2017. "Small is Beautiful: A Framework for Evaluating and Optimizing Live-Cube Compact Storage Systems," Transportation Science, INFORMS, vol. 51(1), pages 34-51, February.
    9. Robert J. Batt & Santiago Gallino, 2019. "Finding a Needle in a Haystack: The Effects of Searching and Learning on Pick-Worker Performance," Management Science, INFORMS, vol. 67(6), pages 2624-2645, June.
    10. Roodbergen, Kees Jan & Vis, Iris F.A., 2009. "A survey of literature on automated storage and retrieval systems," European Journal of Operational Research, Elsevier, vol. 194(2), pages 343-362, April.
    11. Yu, Y. & de Koster, M.B.M., 2006. "Optimal Storage Rack Design for a 3D Compact AS/RS with Full Turnover-Based Storage," ERIM Report Series Research in Management ERS-2006-026-LIS, Erasmus Research Institute of Management (ERIM), ERIM is the joint research institute of the Rotterdam School of Management, Erasmus University and the Erasmus School of Economics (ESE) at Erasmus University Rotterdam.
    12. M. Eric Johnson & Margaret L. Brandeau, 1999. "Design of an Automated Shop Floor Material Handling System with Inventory Considerations," Operations Research, INFORMS, vol. 47(1), pages 65-80, February.
    13. Vis, Iris F.A., 2006. "Survey of research in the design and control of automated guided vehicle systems," European Journal of Operational Research, Elsevier, vol. 170(3), pages 677-709, May.
    14. Le-Duc, T. & de Koster, M.B.M. & Yu, Y., 2006. "Optimal Storage Rack Design for a 3-dimensional Compact AS/RS," ERIM Report Series Research in Management ERS-2006-027-LIS, Erasmus Research Institute of Management (ERIM), ERIM is the joint research institute of the Rotterdam School of Management, Erasmus University and the Erasmus School of Economics (ESE) at Erasmus University Rotterdam.

    More about this item

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:inm:ortrsc:v:30:y:1996:i:4:p:330-350. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    We have no bibliographic references for this item. You can help adding them by using this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Chris Asher (email available below). General contact details of provider: https://edirc.repec.org/data/inforea.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.