How to Deploy Robotic Mobile Fulfillment Systems

Published Online:https://doi.org/10.1287/trsc.2022.0265

References

  • Azadeh K, de Koster R, Roy D (2019) Robotized and automated warehouse systems: Review and recent developments. Transportation Sci. 53(4):917–945.LinkGoogle Scholar
  • Boysen N, Briskorn D, Emde S (2017) Parts-to-picker based order processing in a rack-moving mobile robots environment. European J. Oper. Res. 262(216):550–562.CrossrefGoogle Scholar
  • Boysen N, de Koster R, Weidinger F (2019b) Warehousing in the e-commerce era: A survey. European J. Oper. Res. 277(21):396–411.CrossrefGoogle Scholar
  • Boysen N, Schwerdfeger S, Ulmer MW (2023) Robotized sorting systems: Large-scale scheduling under real-time conditions with limited lookahead. European J. Oper. Res. 310(2):582–596.CrossrefGoogle Scholar
  • Boysen N, Briskorn D, Fedtke S, Schmickerath M (2019a) Automated sortation conveyors: A survey from an operational research perspective. European J. Oper. Res. 276(31):796–815.CrossrefGoogle Scholar
  • Businesswire (2020) Alibaba Generates RMB498.2 Billion (US$74.1 Billion) in GMV During the 2020 11.11 Global Shopping Festival. Accessed Nov 12, 2020, https://www.businesswire.com/news/home/20201111005881/en/.Google Scholar
  • Dawande M, Johar M, Kumar S, Mookerjee VS (2008) A comparison of pair vs. solo programming under different objectives: An analytical approach. Inform. Systems Res. 19(1):71–92.LinkGoogle Scholar
  • Garey MR, Johnson DS (1979) Computers and Intractability: A Guide to the Theory of NP-Completeness (W. H. Freeman & Co., New York).Google Scholar
  • Goeke D, Schneider M (2021) Modeling single-picker routing problems in classical and modern warehouses. INFORMS J. Comput. 33(2):436–451.AbstractGoogle Scholar
  • Gzara F, Elhedhli S, Yildiz U, Baloch G (2020) Data-driven modeling and optimization of the order consolidation problem in E-warehousing. INFORMS J. Optim. 2(4):273–296.LinkGoogle Scholar
  • Hou R, de Koster R, Yu Y (2018) Service investment for online retailers with social media—Does it pay off? Transp. Res. Part E Logist. Trans. Rev. 118:606–628.CrossrefGoogle Scholar
  • Jiang M, Leung KH, Lyu Z, Huang GQ (2020) Picking-replenishment synchronization for robotic forward-reserve warehouses. Transp. Res. Part E Logist. Trans. Rev. 144:102138.CrossrefGoogle Scholar
  • Lamballais T, Roy D, de Koster R (2017) Estimating performance in a Robotic Mobile Fulfillment system. European J. Oper. Res. 256(31):976–990.CrossrefGoogle Scholar
  • Lamballais T, Roy D, de Koster R (2020) Inventory allocation in robotic mobile fulfillment systems. IISE Transactions. 52(1):1–17.CrossrefGoogle Scholar
  • Lamballais T, Merschformann M, Roy D, de Koster R, Azadeh K, Suhl L (2022) Dynamic policies for resource allocation in a robotic mobile fulfillment system with time-varying demand. European J. Oper. Res. 300(3):937–952.CrossrefGoogle Scholar
  • Merschformann M, Lamballais T, de Koster R, Suhl L (2019) Decision rules for robotic mobile fulfillment systems. Oper. Res. Perspect. 6:100128.Google Scholar
  • Miller CE, Tucker AW, Zemlin RA (1960) Integer programming formulations and traveling salesman problems. J. ACM. 7:326–329.CrossrefGoogle Scholar
  • Nigam S, Roy D, de Koster R, Adan I (2014) Analysis of class-based storage strategies for the mobile shelf-based order pick system. Smith JK, Ellis R, de Koster S, Lavender B, Ogle MB, eds. 13th IMHRC Proc. (CICMHE, Charlotte, NC), 19.Google Scholar
  • Qin H, Xiao J, Ge D, Xin L, Gao J, He S, Hu H, Carlsson JG (2022) JD.com: Operations research algorithms drive intelligent warehouse robots to work. INFORMS J. Appl. Analyt. 52(1):42–55.LinkGoogle Scholar
  • Roy D, Nigam S, de Koster R, Adan I, Resing J (2019) Robot-storage zone assignment strategies in mobile fulfillment systems. Transp. Res. Part E Logist. Trans. Rev. 122:119–142.CrossrefGoogle Scholar
  • Shi Y, Yu H, Yu Y, Yue X (2021) Analytics for IoT‐enabled human-robot hybrid sortation: An online optimization approach. Production Oper. Management, ePub ahead of print November 22, https://doi.org/10.1111/poms.13626.Google Scholar
  • Silva A, Coelho LC, Darvish M, Renaud J (2020) Integrating storage location and order picking problems in warehouse planning. Transp. Res. Part E Logist. Trans. Rev. 140:102003.CrossrefGoogle Scholar
  • Tseng P, Yun S (2009) A coordinate gradient descent method for nonsmooth separable minimization. Math. Programming 117(1–2):387–423.CrossrefGoogle Scholar
  • Valle CA, Beasley JE (2021) Order allocation, rack allocation and rack sequencing for pickers in a mobile rack environment. Comput. Oper. Res. 125:105090.CrossrefGoogle Scholar
  • Wang B, Yang X, Qi M (2023) Order and rack sequencing in a robotic mobile fulfillment system with multiple picking stations. Flex. Serv. Manuf. J. 35(2):509–547.CrossrefGoogle Scholar
  • Wang Z, Sheu JB, Teo CP, Xue G (2022) Robot scheduling for mobile-rack warehouses: Human–robot coordinated order picking systems. Production Oper. Management 31(1):98–116.CrossrefGoogle Scholar
  • Weidinger F, Boysen N (2018) Scattered storage: How to distribute stock keeping units all around a mixed-shelves warehouse storage. Transportation Sci. 52(6):1412–1427.LinkGoogle Scholar
  • Weidinger F, Boysen N, Briskorn D (2018) Storage assignment with rack-moving mobile robots in KIVA warehouses. Transportation Sci. 52(6):1479–1495.LinkGoogle Scholar
  • Wurman PR, d’Andrea R, Mountz M (2008) Coordinating hundreds of cooperative, autonomous vehicles in warehouses. AI Mag. 29(1):9–19.Google Scholar
  • Xie L, Thieme N, Krenzler R, Li H (2021) Introducing split orders and optimizing operational policies in robotic mobile fulfillment systems. European J. Oper. Res. 288(1):80–97.CrossrefGoogle Scholar
  • Yang X, Hua G, Hu L, Cheng TCE, Huang A (2021) Joint optimization of order sequencing and rack scheduling in the robotic mobile fulfilment system. Comput. Oper. Res. 135:105467.CrossrefGoogle Scholar
  • Yu M, de Koster R (2008) Performance approximation and design of pick-and-pass order picking systems. IIE Trans. 40(11):1054–1069.CrossrefGoogle Scholar
  • Yuan Z, Gong Y (2017) Bot-in-time delivery for robotic mobile fulfillment systems. IEEE Trans. Eng. Manage. 64:83–93.CrossrefGoogle Scholar
  • Yuan R, Graves SC, Cezik T (2019) Velocity-based storage assignment in semi-automated storage systems. Production Oper. Management 28(2):354–373.CrossrefGoogle Scholar
  • Yun S, Tseng P, Toh KC (2011) A block coordinate gradient descent method for regularized convex separable optimization and covariance selection. Math. Programming 129(2):331–355.CrossrefGoogle Scholar
  • Zhang J, Onal S, Das S (2020) The dynamic stocking location problem – Dispersing inventory in fulfillment warehouses with explosive storage. Internat. J. Production Econom. (224):107550.CrossrefGoogle Scholar
  • Zhen L, Li H (2022) A literature review of smart warehouse operations management. Front. Eng. Management. 9(1):31–55.CrossrefGoogle Scholar
  • Zhen L, Chew EP, Lee LH (2011) An integrated model for berth template and yard template planning in transshipment hubs. Transportation Sci. 45(4):483–504.LinkGoogle Scholar
  • Zou B, Gong Y, Xu X, Yuan Z (2017) Assignment rules in robotic mobile fulfillment systems for online retailers. Internat. J. Production Res. 55(20):6175–6192.CrossrefGoogle Scholar
  • Zou B, Xu X, Gong Y, de Koster R (2018) Evaluating battery charging and swapping strategies in a robotic mobile fulfillment system. European J. Oper. Res. 267(2):733–753.CrossrefGoogle Scholar
INFORMS site uses cookies to store information on your computer. Some are essential to make our site work; Others help us improve the user experience. By using this site, you consent to the placement of these cookies. Please read our Privacy Statement to learn more.