References
- Azadeh, K., De Koster, R. and Roy, D. (2019) Robotized and automated warehouse systems: Review and recent developments. Transportation Science, 53(4), 917–945.
- Banker, S. (2020) Automation is the future of warehousing. https://www.forbes.com/sites/stevebanker/2020/07/31/automation-is-the-future-of-warehousing/?sh=3b70633230f4.
- Barry, B. (2022) 4 considerations for employing picking robotics and automation in fulfillment. https://www.fcbco.com/blog/4-considerations-for-employing-picking-robotics-and-automation.
- Bergmann, H. (2019) Studie: Versand- und Retourenmanagement im e-commerce 2019. Technical report, EHI Retail Institute. Available at https://www.ehi.org/produkt/studie-versand-und-retourenmanagement-im-e-commerce-2019-pdf-version/.
- Binos, T., Adamopoulos, A. and Bruno, V. (2020) Decision support research in warehousing and distribution: A systematic literature review. International Journal of Information Technology & Decision Making, 19(03), 653–693.
- Bogue, R. (2016) Growth in e-commerce boosts innovation in the warehouse robot market. Industrial Robot: An International Journal, 43(6), 583–587.
- Boysen, N., De Koster, R. and Füßler, D. (2021) The forgotten sons: Warehousing systems for brick-and-mortar retail chains. European Journal of Operational Research, 288(2), 361–381.
- Boysen, N., De Koster, R. and Weidinger, F. (2019) Warehousing in the e-commerce era: A survey. European Journal of Operational Research, 277(2), 396–411.
- Bozer, Y.A. and Aldarondo, F.J. (2018) A simulation-based comparison of two goods-to-person order picking systems in an online retail setting. International Journal of Production Research, 56(11), 3838–3858.
- Dallari, F., Marchet, G. and Melacini, M. (2009) Design of order picking system. The International Journal of Advanced Manufacturing Technology, 42(1–2), 1–12.
- Davarzani, H. and Norrman, A. (2015) Toward a relevant agenda for warehousing research: Literature review and practitioners’ input. Logistics Research, 8(1), 1–18.
- De Koster, R., Le-Duc, T. and Roodbergen, K.J. (2007) Design and control of warehouse order picking: A literature review. European Journal of Operational Research, 182(2), 481–501.
- Ekren, B. and Heragu, S.S. (2012) Performance comparison of two material handling systems: AVS/RS and CBAS/RS. International Journal of Production Research, 50(15), 4061–4074.
- Ekren, B.Y. (2017) Graph-based solution for performance evaluation of shuttle-based storage and retrieval system. International Journal of Production Research, 55(21), 6516–6526.
- Eriksson, E., Norrman, A. and Kembro, J. (2019) Contextual adaptation of omni-channel grocery retailers’ online fulfilment centres. International Journal of Retail & Distribution Management, 47(12), 1232–1250.
- Fottner, J., Clauer, D., Hormes, F., Freitag, M., Beinke, T., Overmeyer, L., Gottwald, S.N., Elbert, R., Sarnow, T., Schmidt, T., Reith, K.B., Zadek, H. and Thomas, F. (2021) Autonomous systems in intralogistics – State of the art and future research challenges. Logistics Research, 14(1), 1–41.
- Fragapane, G., de Koster, R., Sgarbossa, F. and Strandhagen, J.O. (2021) Planning and control of autonomous mobile robots for intralogistics: Literature review and research agenda. European Journal of Operational Research, 294(2), 405–426.
- Füßler, D. and Boysen, N. (2019) High-performance order processing in picking workstations. EURO Journal on Transportation and Logistics, 8(1), 65–90.
- Gu, J., Goetschalckx, M. and McGinnis, L.F. (2007) Research on warehouse design and performance evaluation: A comprehensive review. European Journal of Operational Research, 203(3), 539–549.
- Hax, A.C. and Meal, H.C. (1973) Hierarchical integration of production planning and scheduling. Working papers from Massachusetts Institute of Technology (MIT), Sloan School of Management, (656–73), pp. 1–28.
- Hübner, A., Holzapfel, A. and Kuhn, H. (2015) Operations management in multi-channel retailing: An exploratory study. Operations Management Research, 8(3), 84–100.
- Hübner, A., Holzapfel, A., Kuhn, H. and Obermair, E. (2019) Distribution in omnichannel grocery retailing: An analysis of concepts realized, in Operations in an Omnichannel World, Springer Nature Switzerland, Cham, pp. 283–310.
- IFR (2020) Executive summary world robotics 2020 industrial robots. World Robotics Report, IFR. Available at https://ifr.org/img/worldrobotics/Executive_Summary_WR_2020_Industrial_Robots_1.pdf.
- Instawork (2022) State of warehouse labor. https://info.instawork.com/state-of-warehouse-labor.
- Jaghbeer, Y., Hanson, R. and Johansson, M.I. (2020) Automated order picking systems and the links between design and performance: A systematic literature review. International Journal of Production Research, 58(15), 4489–4505.
- Lamballais, T., Roy, D. and De Koster, R. (2020) Inventory allocation in robotic mobile fulfillment systems. IISE Transactions, 52(1), 1–17.
- Lorson, F., Fügener, A. and Hübner, A. (2022) New team mates in the warehouse: Human interactions with automated and robotized systems. IISE Transactions, 55(5), 536–553.
- Lots of Bots (2022) We help you find the right robot. https://www.lotsofbots.com/en/robot-finder//.
- Magazino (2021) Magazino extends robot fleet at Zalando. https://www.magazino.eu/magazino-extends-robot-fleet-at-zalando/?lang=en.
- Marchet, G., Melacini, M. and Perotti, S. (2015) Investigating order picking system adoption: A case-study-based approach. International Journal of Logistics Research and Applications, 18(1), 82–98.
- Meller, R.D. and Klote, J.F. (2004) A throughput model for carousel/VLM pods. IIE Transactions, 36(8), 725–741.
- Mohsen, M.D.H. (2010) A framework for selection of material handling equipment in manufacturing and logistics facilities. Journal of Manufacturing Technology Management, 21(2), 246–268.
- Muter, İ. and Öncan, T. (2021) Order batching and picker scheduling in warehouse order picking. IISE Transactions, 54(5), 435–447.
- Pasparakis, A., de Vries, J. and de Koster, M. (2021) In control or under control? Human-Robot collaboration in warehouse order picking. Available at SSRN: https://ssrn.com/abstract=3816533.
- Pazour, J.A. and Meller, R.D. (2011) An analytical model for A-frame system design. IIE Transactions, 43(10), 739–752.
- Pazour, J.A. and Meller, R.D. (2014) A framework and analysis to inform the selection of piece-level order-fulfillment technologies, in Progress in Material Handling Research, Material Handling Institute, Charlotte, NC, pp. 1–25.
- Prologis (2022) Logistics real estate: Highest demand, fastest rent growth in history. https://www.prologisgermany.de/en/logistics-industry-research/logistics-real-estate-highest-demand-fastest-rent-growth-history.
- Roodbergen, K.J. and Vis, I.F. (2009) A survey of literature on automated storage and retrieval systems. European Journal of Operational Research, 194(2), 343–362.
- Roser, C. (2021) Amazon Kiva storage strategies. https://www.allaboutlean.com/amazon-kiva-storage-strategies/.
- Rouwenhorst, B., Reuter, B., Stockrahm, V., van Houtum, G.J., Mantel, R.J. and Zijm, W. (2000) Warehouse design and control: Framework and literature review. European Journal of Operational Research, 122(3), 515–533.
- Russell, M.L. and Meller, R.D. (2003) Cost and throughput modeling of manual and automated order fulfillment systems. IIE Transactions, 35(7), 589–603.
- Shen, C., Wu, Y. and Zhang, D. (2010) A selection method of manual and semi-automated order picking systems based on filling curve and time model, in 2010 IEEE International Conference on Automation and Logistics, IEEE Press, Piscataway, NJ, pp. 169–176.
- Statista (2022) Global warehouse automation market size. https://www.statista.com/statistics/1094202/global-warehouse-automation-market-size/
- TGW (2016) Latest TGW technologies for Zalando. https://www.tgw-group.com/us/news/press-releases/2016/latest-tgw-technologies-for-zalando.
- Trebilcock, B. (2020) Robotic software takes control. https://www.mmh.com/article/robotic_software_takes_control.
- Usher, J., Kamal, A. and Kim, S. (2001) A decision support system for economic justification of material handling investments. Computers & Industrial Engineering, 39(1–2), 35–47.
- Van der Gaast, J.P. and Weidinger, F. (2022) A deep learning approach for the selection of an order picking system. European Journal of Operational Research, 302(2), 530–543.
- Van Gils, T., Caris, A., Ramaekers, K., Braekers, K. and De Koster, R.B. (2019) Designing efficient order picking systems: The effect of real-life features on the relationship among planning problems. Transportation Research Part E: Logistics and Transportation Review, 125, 47–73.
- Van Gils, T., Ramaekers, K., Caris, A. and De Koster, R. (2018) Designing efficient order picking systems by combining planning problems: State-of-the-art classification and review. European Journal of Operational Research, 267(1), 1–15.
- Vanheusden, S., Van Gils, T., Ramaekers, K., Cornelissens, T. and Caris, A. (2022) Practical factors in order picking planning: State-of-the-art classification and review. International Journal of Production Research, 61(6), 2032–2056.
- Vijayakumar, V. and Sgarbossa, F. (2021) A literature review on the level of automation in picker-to-parts order picking system: Research opportunities. IFAC PapersOnLine, 54(1), 438–443.
- Wang, Z., Sheu, J.-B., Teo, C.-P. and Xue, G. (2021) Robot scheduling for mobile–rack warehouses: Human–Robot coordinated order picking systems. Production and Operations Management, 31(1), 95–116.
- Yoon, C.S. and Sharp, G.P. (1996) A structured procedure for analysis and design of order pick systems. IIE Transactions, 28(5), 379–389.
- Zaerpour, N., Yu, Y. and de Koster, R.B. (2017) Optimal two-class-based storage in a live-cube compact storage system. IISE Transactions, 49(7), 653–668.