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Mobile rack AS/RS dimensions optimization for single cycle time minimization

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Abstract

The present work aims primarily to study the Automated Storage/Retrieval System (AS/RS) with sliding racks. This type of system makes it possible to save considerable storage space on account of its structure which is composed of a set of racks arranged in parallel. It also has one single Storage/Retrieval machine. The special feature of this system lies in the fact that the service aisles only appear when a storage or retrieval operation is planned in the corresponding racks. In addition, the racks can slide to free up space between two adjoining bins, hence allowing the Storage/Retrieval machine to access the desired rack. This study is particularly interested in optimizing the dimensions of this system while minimizing the single cycle time. The analytical expressions for the single cycle time which is the basis of our optimization have three positive real variables, namely the travel time in the horizontal direction, the travel time in the vertical direction, and the travel time along the aisles, with a positive real parameter that represents the travel time of the sliding racks. In addition to the causal constraints of horizontal and vertical transport times, we are also faced with a constraint that is related to the size of the system and the constancy of this size, which brings us back to an optimization problem involving real numbers of three-variable functions parameterized with constraints. In order to overcome this problem, it was decided to relax the constraint related to the size of the system, which led us to an optimization problem with two parameterized variables only. Since the analytical optimization was difficult to achieve, it was deemed more interesting to perform a numerical simulation to determine the three optimal temporal dimensions, for any given value of the sliding time of the racks. The temporal dimensions obtained will make it possible to find the optimal length, optimal depth and optimal height of the system knowing the horizontal speed and the vertical speed of the storage/retrieval machine. These results are very important when designing and building the sliding rack AS/RS.

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References

  1. Borovinšek M, Ekren BY, Burinskienė A, Lerher T (2017) Multi-objective optimization model of shuttle-based storage and retrieval system. Transport 32(2):120–137

    Article  Google Scholar 

  2. Bozer YA, White JA (1984) Travel time for automated storage/ retrieval systems. IIE Trans 16(4):329–338

    Article  Google Scholar 

  3. Chen Z, Li X, Gupta JN (2015) A bi-directional flow-rack automated storage and retrieval system for unit-load warehouses. Int J Prod Res 53(14):4176–4188

    Article  Google Scholar 

  4. De Koster MBM, Le-Anh T, Yu Y (2007) Optimal storage rack design for a 3 dimensional compact AS/RS. Int J Prod Res 46(6):1495–1514

    Article  Google Scholar 

  5. Ekren BY (2020) A multi-objective optimization study for the design of an AVS/RS warehouse. Int J Prod Res 59(4):1107–1126

    Article  Google Scholar 

  6. Fandi W, Kouloughli S, Ghomri W (2022) Multi-shuttle AS/RS dimension using a genetic algorithm- case of the multi-aisle configuration. Int J Adv Manuf Technol 120:1219–1236

    Article  Google Scholar 

  7. Ghomri L, Sari Z, Guezzen A, Sari T (2009) Continuous models for single and dual cycle times of a multi aisle automated storage and retrieval system. IFAC Proc 42(4):1061–1066

    Google Scholar 

  8. Gue KR (2006) Very high density storage systems. IIE Trans 38(1):79–90

    Article  Google Scholar 

  9. Gue KR, Kim BS (2007) Puzzle-based storage systems Naval Res Logistics 54(5):556–567

    Article  Google Scholar 

  10. Guezzen AH, Sari Z, Castagna P, Cardin O (2013) Travel time modeling and simulation of a mobile racks automated storage/retrieval system. Int J Eng Technol 5(3):420–423

    Article  Google Scholar 

  11. Guezzen AH, Sari Z (2014) An analysis of single- command operation in a mobile rack (AS/RS) served by a single order picker. International Material Handling Research Colloquium (IMHRC), Cincinnati, OHIO, USA

  12. Hamzaoui MA, Sari Z (2020) Cycle time models for the bidirectional flow-rack AS/RS. FME Trans 48:211–226

    Article  Google Scholar 

  13. Jerman B, Ekren BY, Küçükyasar M, Lerher T (2021) Simulation-based performance analysis for a novel AVS/RS technology with movable lifts. Appl Sci 11(5):2283

    Article  Google Scholar 

  14. Kosanić NŽ, Milojević GZ, Zrnić NĐ (2018) A survey of literature on shuttle-based storage and retrieval systems. FME Trans 46(3):400–409

    Article  Google Scholar 

  15. Kouloughli S (2015) Multi-aisle AS/RS dimensions optimization for cycle time minimization. Int J Adv Manuf Technol 79:675–692

    Article  Google Scholar 

  16. Kouloughli S, Sari T (2010) Optimisation des dimensions d’un AS/RS multi allées basée sur un modèle analytique du temps de simple cycle. Journal Européen des Systèmes Automatisés 44(2):135–159

    Article  Google Scholar 

  17. Kouloughli S (2013) Optimisation de systèmes automatisés de stockage/déstockage multi-allées et à racks glissants. Manufacturing Engineering University of Tlemcen (Doctoral thesis)

  18. Lerher T, Ficko M, Palcic I (2021) Throughput performance analysis of automated vehicle storage and retrieval systems with multiple-tier shuttle vehicles. Appl Math Model 91:1004–1022

    Article  MathSciNet  Google Scholar 

  19. Manzini R, Gamberi M, Regattieri A (2006) Design and control of an AS/RS. Int J Adv Manuf Technol 28(7):766–774

    Article  Google Scholar 

  20. Metahri D, Hachemi K (2018) Retrieval–travel-time model for free-fall-flow-rack automated storage and retrieval system. J Ind Eng Int 14:807–820

    Article  Google Scholar 

  21. Rajković M (2017) A Multi-Objective Optimization model for minimizing cost, travel time and CO2 emission in an AS/RS. FME Trans 45:620–629

    Article  Google Scholar 

  22. Roodbergen KJ, Vis IFA (2009) A survey of literature on automated storage and retrieval systems. Eur J Oper Res 194:343–362

    Article  Google Scholar 

  23. Schenonea M, Manganoa G, Grimaldia S, Caglianoa AC (2019) Estimating travel times in dual shuttle AS/RSs: a revised approach. Int J Ind Eng Comput 10(3):405–420

    Google Scholar 

  24. Stewart J (2006) Analyse, concepts et contextes. Volume 2 : Fonctions de plusieurs variables, Edition De Boeck université, ISBN 2–8041–5031–3

  25. Xu X, Zhao X, Zou B, Li M (2019) Optimal dimensions for multi-deep storage systems under class-based storage policies. Cluster Comput 22:861–875

    Article  Google Scholar 

  26. Yang P, Yang K, Qi M, Miao L, Ye B (2017) Designing the optimal multi-deep AS/RS storage rack under full turnover-based storage policy based on non-approximate speed model of S/R machine. Transp Res E Logistics Transp Rev 104:113–130

    Article  Google Scholar 

  27. Yu Y, De Koster MBM (2009) Designing an optimal turnover-based storage rack for a 3D compact AS/RS. Int J Prod Res 47(6):1551–1571

    Article  Google Scholar 

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I confirm that all authors listed on the title page have significantly contributed to this work. They all have read the manuscript and attested to the validity, legitimacy of the data, and to their interpretation. They all agreed to its submission.

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Correspondence to Sihem Kouloughli.

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Kouloughli, S., Korso Feciane, M. & Sari, Z. Mobile rack AS/RS dimensions optimization for single cycle time minimization. Int J Adv Manuf Technol 121, 1815–1836 (2022). https://doi.org/10.1007/s00170-022-09450-3

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  • DOI: https://doi.org/10.1007/s00170-022-09450-3

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