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An Innovative Layout Design and Storage Assignment Method for Manual Order Picking with Respect to Ergonomic Criteria

Author

Listed:
  • Vasiliki Kapou

    (School of Mechanical Engineering, National Technical University Athens, 10682 Athens, Greece)

  • Stavros T. Ponis

    (School of Mechanical Engineering, National Technical University Athens, 10682 Athens, Greece)

  • George Plakas

    (School of Mechanical Engineering, National Technical University Athens, 10682 Athens, Greece)

  • Eleni Aretoulaki

    (School of Mechanical Engineering, National Technical University Athens, 10682 Athens, Greece)

Abstract

Background : This paper aims to improve the overall performance of manual warehouse Order Picking (OP) processes by proposing an innovative method for designing a picking area layout, and introducing a storage assignment strategy with respect to ergonomics and workers’ physical fatigue. Methods : The proposed method categorizes the available picking slots based on size and ABC analysis. Ιt takes into consideration a set of ergonomic constraints pertinent to the rack heights and travel distance restrictions for each slot type, leading to the assignment of a location to each slot type based on its individual characteristics. In doing so, the proposed method introduces an innovative ‘flame-shape’ aisle layout. Finally, the products are assigned to their optimal locations, targeting OP time minimization, balanced workload allocation, and ergonomics optimization through a ranking system measuring the ‘difficulty’ of retrieving the products based on their weight, popularity, and slot location. Results : The proposed method led to a productivity rise of 14.9% along with a significant decrease of the ‘difficulty’ index, by 31%. Conclusions : The results prove that a prominent performance improvement can be achieved when both travel distance and manual workload minimization are targeted for determining the picking area layout and storage design.

Suggested Citation

  • Vasiliki Kapou & Stavros T. Ponis & George Plakas & Eleni Aretoulaki, 2022. "An Innovative Layout Design and Storage Assignment Method for Manual Order Picking with Respect to Ergonomic Criteria," Logistics, MDPI, vol. 6(4), pages 1-21, December.
    • Handle: RePEc:gam:jlogis:v:6:y:2022:i:4:p:83-:d:995087
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    References listed on IDEAS

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    1. Neumann, W.P. & Dul, J., 2010. "Human Factors: Spanning the Gap between OM & HRM," ERIM Report Series Research in Management ERS-2010-020-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. Martina Calzavara & Alessandro Persona & Fabio Sgarbossa & Valentina Visentin, 2019. "A model for rest allowance estimation to improve tasks assignment to operators," International Journal of Production Research, Taylor & Francis Journals, vol. 57(3), pages 948-962, February.
    3. Brynzer, H. & Johansson, M. I., 1996. "Storage location assignment: Using the product structure to reduce order picking times," International Journal of Production Economics, Elsevier, vol. 46(1), pages 595-603, December.
    4. I. Kudelska & G. Pawłowski, 2020. "Influence of assortment allocation management in the warehouse on the human workload," Central European Journal of Operations Research, Springer;Slovak Society for Operations Research;Hungarian Operational Research Society;Czech Society for Operations Research;Österr. Gesellschaft für Operations Research (ÖGOR);Slovenian Society Informatika - Section for Operational Research;Croatian Operational Research Society, vol. 28(2), pages 779-795, June.
    5. Yugang Yu & René B.M. Koster & Xiaolong Guo, 2015. "Class-Based Storage with a Finite Number of Items: Using More Classes is not Always Better," Production and Operations Management, Production and Operations Management Society, vol. 24(8), pages 1235-1247, August.
    6. Eric H. Grosse & Christoph H. Glock & W. Patrick Neumann, 2017. "Human factors in order picking: a content analysis of the literature," International Journal of Production Research, Taylor & Francis Journals, vol. 55(5), pages 1260-1276, March.
    7. 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.
    8. Battini, D. & Glock, C. H. & Grosse, E. H. & Persona, A. & Sgarbossa, F., 2016. "Human energy expenditure in order picking storage assignment: a bi-objective method," Publications of Darmstadt Technical University, Institute for Business Studies (BWL) 77307, Darmstadt Technical University, Department of Business Administration, Economics and Law, Institute for Business Studies (BWL).
    9. Diefenbach, Heiko & Glock, C. H., 2019. "Ergonomic and economic optimization of layout and item assignment of a U-shaped order picking zone," Publications of Darmstadt Technical University, Institute for Business Studies (BWL) 117196, Darmstadt Technical University, Department of Business Administration, Economics and Law, Institute for Business Studies (BWL).
    10. Grosse, E. H. & Glock, C. H. & Neumann, W. P., 2017. "Human factors in order picking: a content analysis of the literature," Publications of Darmstadt Technical University, Institute for Business Studies (BWL) 80630, Darmstadt Technical University, Department of Business Administration, Economics and Law, Institute for Business Studies (BWL).
    11. Grosse, E. H. & Glock, C. H., 2013. "An experimental investigation of learning effects in order picking systems," Publications of Darmstadt Technical University, Institute for Business Studies (BWL) 58990, Darmstadt Technical University, Department of Business Administration, Economics and Law, Institute for Business Studies (BWL).
    12. Grosse, E. H. & Glock, C. H. & Jaber, M. Y. & Neumann, W. P., 2015. "Incorporating human factors in order picking planning models: framework and research opportunities," Publications of Darmstadt Technical University, Institute for Business Studies (BWL) 65237, Darmstadt Technical University, Department of Business Administration, Economics and Law, Institute for Business Studies (BWL).
    13. Le-Duc, T. & de Koster, M.B.M., 2005. "Determining Number of Zones in a Pick-and-pack Orderpicking System," ERIM Report Series Research in Management ERS-2005-029-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.
    14. Omar Al-Araidah & Gul Okudan-Kremer & Elif Elcin Gunay & Chih-Yuan Chu, 2021. "A Monte Carlo simulation to estimate fatigue allowance for female order pickers in high traffic manual picking systems," International Journal of Production Research, Taylor & Francis Journals, vol. 59(15), pages 4711-4722, August.
    15. Warren H. Hausman & Leroy B. Schwarz & Stephen C. Graves, 1976. "Optimal Storage Assignment in Automatic Warehousing Systems," Management Science, INFORMS, vol. 22(6), pages 629-638, February.
    16. Francesco Lolli & Francesco Lodi & Claudio Giberti & Antonio Maria Coruzzolo & Samuele Marinello & Muhammet Gul, 2022. "Order Picking Systems: A Queue Model for Dimensioning the Storage Capacity, the Crew of Pickers, and the AGV Fleet," Mathematical Problems in Engineering, Hindawi, vol. 2022, pages 1-15, February.
    17. Eric H. Grosse & Christoph H. Glock & Mohamad Y. Jaber & W. Patrick Neumann, 2015. "Incorporating human factors in order picking planning models: framework and research opportunities," International Journal of Production Research, Taylor & Francis Journals, vol. 53(3), pages 695-717, February.
    18. Mauricio Johnny Loos & Eugenio Merino & Carlos Manuel Taboada Rodriguez, 2016. "Mapping the state of the art of ergonomics within logistics," Scientometrics, Springer;Akadémiai Kiadó, vol. 109(1), pages 85-101, October.
    19. Calzavara, M. & Sgarbossa, F. & Grosse, E. H. & Glock, C. H., 2017. "Analytical models for a joint posture and fatigue analysis in order picking," Publications of Darmstadt Technical University, Institute for Business Studies (BWL) 89665, Darmstadt Technical University, Department of Business Administration, Economics and Law, Institute for Business Studies (BWL).
    20. Nils Boysen & David Füßler & Konrad Stephan, 2020. "See the light: Optimization of put‐to‐light order picking systems," Naval Research Logistics (NRL), John Wiley & Sons, vol. 67(1), pages 3-20, February.
    21. Stephen C. Graves & Warren H. Hausman & Leroy B. Schwarz, 1977. "Storage-Retrieval Interleaving in Automatic Warehousing Systems," Management Science, INFORMS, vol. 23(9), pages 935-945, May.
    22. Diefenbach, Heiko & Glock, C. H., 2019. "Ergonomic and economic optimization of layout and item assignment of a U-shaped order picking zone," Publications of Darmstadt Technical University, Institute for Business Studies (BWL) 116991, Darmstadt Technical University, Department of Business Administration, Economics and Law, Institute for Business Studies (BWL).
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    Cited by:

    1. Rajabighamchi, Farzaneh & van Hoesel, Stan & Defryn, Christof, 2023. "The order picking problem under a scattered storage policy," Research Memorandum 006, Maastricht University, Graduate School of Business and Economics (GSBE).

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