Highlights Investigate order batch picking optimization problems from the perspective of storage system. Establish the order batch picking optimization model especially considering multi-location storage systems. Propose an order batching optimization algorithm package to deal with multi-scenarioproblems. Investigate the efficiency of each combination of algorithms and recommend the promising ones.

    Abstract To improve the operational efficiency of e-commerce warehouses, multi-location storage systems which means each stock keeping unit can be stored in multiple locations or a location can contain multiple stock keeping units, have been developed and applied in practice. When orders are picked in a batch, how to select the picking location from storage locations holding the identical stock keeping unit obviously affects how far the pickers must travel to complete the picking tasks. However, few works have systematically studied how to optimize order batch picking from the perspective of different storage systems. This paper formulated the order batch picking optimization problems for three typical storage systems and developed the algorithm package including location interval distance algorithm, location selection algorithm, routing algorithm and order batching algorithm to tackle them. Our work is particularly capable to covering the situation of multi-location storage system. The numerical experiment results show that the performance of the proposed algorithm combinations is satisfactory to solve the problems with different size both in solution quality and computation efficiency. The applicable algorithm combinations used in practice are also recommended by comparative analysis. Our study can provide valuable decision reference to warehouse managers for operating batch picking system especially under multi-location scenarios efficiently.


    Zugriff

    Zugriff prüfen

    Verfügbarkeit in meiner Bibliothek prüfen

    Bestellung bei Subito €


    Exportieren, teilen und zitieren



    Titel :

    Order batch picking optimization under different storage scenarios for e-commerce warehouses


    Beteiligte:
    Yang, Peng (Autor:in) / Zhao, Zhijie (Autor:in) / Guo, Huijie (Autor:in)


    Erscheinungsdatum :

    2020-02-22




    Medientyp :

    Aufsatz (Zeitschrift)


    Format :

    Elektronische Ressource


    Sprache :

    Englisch




    Synchronizing order picking and delivery in e-commerce warehouses under community logistics

    Ouyang, Zhiyuan / Leung, Eric K.H. / Shen, Chuanfu et al. | Elsevier | 2024


    Method and device for order picking in warehouses largely by machine

    GEIGER RUEDIGER / BAIER GUNAR | Europäisches Patentamt | 2019

    Freier Zugriff

    METHOD AND DEVICE FOR ORDER PICKING IN WAREHOUSES LARGELY BY MACHINE

    GEIGER RUEDIGER / BAIER GUNAR / KRATZ BERND | Europäisches Patentamt | 2016

    Freier Zugriff

    E-commerce order picking device

    WANG YUJING / HE LEI | Europäisches Patentamt | 2023

    Freier Zugriff

    Picking-replenishment synchronization for robotic forward-reserve warehouses

    Jiang, Min / Leung, K.H. / Lyu, Zhongyuan et al. | Elsevier | 2020