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Sequencing dynamic storage systems with multiple lifts and shuttles

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  • Carlo, Héctor J.
  • Vis, Iris F.A.

Abstract

New types of Automated Storage and Retrieval Systems (AS/RS) able to achieve high throughput are continuously being developed and require new control polices to take full advantage of the developed system. In this paper, a dynamic storage system has been studied as developed by Vanderlande Industries, consisting of a conveyor, two non-passing lifts that share a mast, multiple transfer shuttles, and a storage rack. This study is concerned with the scheduling problem of these two lifts, i.e. which lift is going to handle which (storage or retrieval) request, and in which order. An integrated look-ahead strategy heuristic to simultaneously assign a set of pre-defined requests to the lifts and the order in which they will be handled taking into account delays caused by interference between the lifts. A practical methodology to characterize the system to identify and resolve situations where the lifts would interfere with each other is presented. Experimental results compare several priority rules to handle interference between lifts, and provide empirical evidence that the dynamic system with multiple lifts controlled by the proposed look-ahead strategy achieved average improvements of 44.34% and 35.82% in terms of total handling times (82.49% and 60.08% in terms of throughput) compared to a single lift system and to a simple rule of thumb, respectively.

Suggested Citation

  • Carlo, Héctor J. & Vis, Iris F.A., 2012. "Sequencing dynamic storage systems with multiple lifts and shuttles," International Journal of Production Economics, Elsevier, vol. 140(2), pages 844-853.
    • Handle: RePEc:eee:proeco:v:140:y:2012:i:2:p:844-853
    DOI: 10.1016/j.ijpe.2012.06.035
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    References listed on IDEAS

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    1. Tzur, Michal & Drezner, Ehud, 2011. "A lookahead partitioning heuristic for a new assignment and scheduling problem in a distribution system," European Journal of Operational Research, Elsevier, vol. 215(2), pages 325-336, December.
    2. Fukunari, Miki & Malmborg, Charles J., 2009. "A network queuing approach for evaluation of performance measures in autonomous vehicle storage and retrieval systems," European Journal of Operational Research, Elsevier, vol. 193(1), pages 152-167, February.
    3. Iris F. A. Vis & Hector J. Carlo, 2010. "Sequencing Two Cooperating Automated Stacking Cranes in a Container Terminal," Transportation Science, INFORMS, vol. 44(2), pages 169-182, May.
    4. Petersen, Charles G. & Aase, Gerald, 2004. "A comparison of picking, storage, and routing policies in manual order picking," International Journal of Production Economics, Elsevier, vol. 92(1), pages 11-19, November.
    5. Sarker, Bhaba R. & Babu, P. Sobhan, 1995. "Travel time models in automated storage/retrieval systems: A critical review," International Journal of Production Economics, Elsevier, vol. 40(2-3), pages 173-184, August.
    6. 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.
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