4.7 Article

Performance estimation of a passing-crane automated storage and retrieval system

Journal

INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH
Volume 60, Issue 4, Pages 1210-1230

Publisher

TAYLOR & FRANCIS LTD
DOI: 10.1080/00207543.2020.1854886

Keywords

Warehousing; AS; R system; passing cranes; queuing model with interruption; analytical and simulation modelling; performance analysis

Funding

  1. National Natural Science Foundation of China [72001189]
  2. Zhejiang Natural Science Foundation [LQ19G030004]
  3. Qianjiang River Talent Scholarship [QJC1802002]
  4. NSFC Key Project [71620107002]
  5. National Social Science Foundation of China (NSSFC) Major Project [16ZDA013]
  6. Qianjiang New Area and Wahaha Group
  7. Business Intelligence Center (BIC)
  8. Shanghai campus of EMLYON

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Storage and retrieval automation has made significant progress, and the use of a two-crane system can improve efficiency. We developed a queuing model to estimate system response time and throughput capacity, and validated the model through simulation. The study found that placing I/O points in the middle of the rack reduces expected travel time and increases relative throughput. A two-crane system can enhance system efficiency, particularly in large systems with high job arrival rates.
Storage and retrieval automation has progressed rapidly. One such popular storage and retrieval system deploys two passing aisle-bound cranes. Each crane can access every location in the rack. To pass the other crane and prevent collision, each crane has to timely move the platform to an appropriate level and simultaneously rotate it. We develop a queuing model with preemptive-resume interrupted service to estimate the system response time (and hence throughput capacity) while considering two I/O point positions, random storage, and a crane assignment policy where all requests are shared between the cranes. The analytical models are validated with simulation based on the data from real cases. We find that a design with I/O points located in the middle of the rack will increase the interference, but it has a high relative throughput because of the reduced expected travel time. Compared with a system with one crane, a two-crane system has interference, but it can improve the system efficiency, especially in large systems with high job arrival rates. The model can be extended to other systems where multiple cranes are used in a single travel aisle with crane interference, e.g. passing cranes operating in a container stack lane.

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