• DocumentCode
    76510
  • Title

    Blocking Effects in Warehouse Systems With Autonomous Vehicles

  • Author

    Roy, Didier ; Krishnamurthy, Arvind ; Heragu, Sunderesh S. ; Malmborg, Charles J.

  • Author_Institution
    Production & Quantitative Methods Area, Indian Inst. of Manage. Ahmedabad, Ahmedabad, India
  • Volume
    11
  • Issue
    2
  • fYear
    2014
  • fDate
    Apr-14
  • Firstpage
    439
  • Lastpage
    451
  • Abstract
    Autonomous vehicle-based storage and retrieval system (AVS/RS) offers considerable flexibility with respect to throughput capacity in the transfer of unit loads in high density storage areas. AVS/RS relies on autonomous vehicles to provide horizontal movement within a tier and uses lifts to provide vertical movement between tiers. In these systems, vehicle blocking delays in the aisles and cross-aisles could significantly impact system throughput and transaction cycle times. In this research, protocols are developed to address vehicle blocking, and a semi-open queueing network model is proposed to analyze system performance and evaluate design trade-offs. A decomposition-based method is used to solve the queueing network and quantify the effect of blocking. This model is adopted to analyze the effect of varying tier configuration parameters such as number of storage locations, depth/width ratio, number of vehicles, and vehicle utilization on blocking delays. These insights are useful for design conceptualization using AVS/RS.
  • Keywords
    queueing theory; warehousing; AVS-RS; autonomous vehicle-based storage and retrieval system; blocking delays; blocking effects; decomposition-based method; depth-width ratio; design trade-offs; high density storage areas; horizontal movement; semiopen queueing network model; storage locations; system throughput; throughput capacity; tier configuration parameters; transaction cycle times; vehicle blocking; vehicle utilization; vertical movement; warehouse systems; Analytical models; Computational modeling; Delay; Mobile robots; Protocols; Throughput; Vehicles; Automated storage/retrieval system (AS/RS); autonomous vehicle-based storage and retrieval system (AVS/RS); autonomous vehicles; blocking; decomposition; semi-open queueing network;
  • fLanguage
    English
  • Journal_Title
    Automation Science and Engineering, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1545-5955
  • Type

    jour

  • DOI
    10.1109/TASE.2013.2243910
  • Filename
    6472259