期刊文献+

基于eM-Plant的物流配送中心拣货作业优化研究 被引量:5

Optimal Research of Order Picking for Logistics Center Based on eM-Plant
下载PDF
导出
摘要 为了减少仓库拣货行走时间和提高拣货效率,以某配送仓库为背景,运用e M-Plant仿真工具,建立拣选作业仿真模型,分别对存储策略、拣货单分批方式、路径选择及拣货分区策略进行研究。在存储策略上,考虑货品之间的关联性,运用weka关联分析挖掘出货物之间的关联性。在拣货单分批方式上,依次研究基于拣货单数合并和拣货行数合并两种分批方式。仿真结果表明:5~8张拣货单合并和50订单行合并均为最佳订单分批方式。在路径选择上,分别研究了Z字形、“8”字形和新中点路径策略。计算结果表明:新中点拣货路径选取策略最佳。在拣货分区策略上,用按工作量动态分区的方案有效降低了拣货员的等待时间,增加协同性。提出的方法已应用于某配送仓库的实际运作中。 In order to reduce the walking time and improve the efficiency of picking, the simulation environment and model were established in the context of a real logistics center and on the platform of eM-Plant. On this basis, actual data of a warehouse distribution center was used for the study of storage strategy; order hatching, routing planning and zone order picking strategy. On the storage strategy, the correlation between materials was taken into account and the software WEKA was used for this purpose. On the way of order batching, two combination methods, based on the order number and based on the item number, were taken into consideration. The simulation result shows that five to eight orders combination way or 50 order items combination way is the best method of order batching. On the routing planning strategy, Z glyph, "8" glyph and new middle path strategy were studied respectively. The results suggest that the new midpoint path strategy is the first choice. On the zoning strategy, the use of dynamic partitioning according to the workload can effectively reduce the waiting time of workers and also increase the collaborative. The proposed methods have applied to a distribution warehouse in practical operation.
出处 《重庆交通大学学报(自然科学版)》 CAS 北大核心 2016年第4期146-151,共6页 Journal of Chongqing Jiaotong University(Natural Science)
基金 国家自然科学基金项目(71171129) 上海市自然科学基金创新行动项目(10190502500)
关键词 交通运输工程 拣货 物流配送 仓库运作 运作优化 e M-Plant traffic and transportation engineering order picking logistics distribution warehouse operation operational optimization eM-Plant
  • 相关文献

参考文献15

  • 1PETERSEN C G.An evaluation of order picking routing policies[J].International Journal of Operations & Production Management,1997,17(11):1098-1111. 被引量:1
  • 2PETERSEN C G,AASE G. A comparison of picking, storage, and routing policies in manual order picking[J]International Journal of Production Economics,2004, 92(1):11-19. 被引量:1
  • 3CHEN M C,WU H P.An association based clustering approach to order batching considering customer demand patterns[J].Omega,2005,33(4):333-343. 被引量:1
  • 4李诗珍.拣货方式、存储策略与路径策略协同研究[J].工业工程,2011,14(2):37-43. 被引量:17
  • 5JIAN Xiao,LI Zheng.A correlated storage location assignment problem in a single-block-multi-aisles warehouse considering BOM information[J].International Journal of Production Research,2010,48(5):1321-1338. 被引量:1
  • 6RENE de Koster,THO Le-Duc,KEES Jan Roodbergen.Design and control of warehouse order picking a literature review[J].European Journal of Operational Research,2007,182(2):481-501. 被引量:1
  • 7FRAZELLE E H.Stock Location Assignment and Order Batching Productivity[D].atlanta Georgia:Georgia Institute of Technology,1990. 被引量:1
  • 8李建斌,周玮,陈峰.B2C电子商务仓库拣货路径优化策略应用研究[J].运筹与管理,2014,23(1):7-14. 被引量:17
  • 9DE Koster R,Le-Duc T, ROODBERGEN K J.Design and control of warehouse order picking: a literature review[J].European Journal of Operational Research,2007,182(2):481-501. 被引量:1
  • 10易艳娟.配送中心订单分批问题及其求解算法综述[J].中国城市经济,2011(23):291-292. 被引量:1

二级参考文献69

  • 1马士华,文坚.基于时间延迟的订单分批策略研究[J].工业工程与管理,2004,9(6):1-4. 被引量:21
  • 2林雨秦,吴佩如.物流中心传统存储拣货路径之研究[D].台湾:台湾明新科技大学,2005-12. 被引量:5
  • 3李诗珍,杜文宏,彭其渊.低层人至物拣货系统订单拣货路径问题研究[J].起重运输机械,2007(8):5-9. 被引量:6
  • 4伍经纬,蔡临宁.订单分批算法的适用性研究[J].工业工程与管理,2007,12(4):104-107. 被引量:7
  • 5Petersen C G. Considerations in order picking zone configura- tion [ J ]. International Journal of Operations & Production Management,2002,27 ( 7 ) : 793-805. 被引量:1
  • 6Tho Le-Due. Design and control of efficient order picking processes [ D ]. Hadland : Erasmus University Rotterdam, 2005. 被引量:1
  • 7Petersen C G, Aase G. A comparison of picking, storage, and routing policies in manual order picking [ J ]. International Journal of Production Economics, 2004,92 ( 1 ) : 11-19. 被引量:1
  • 8董福庆.物流中心拣货作业[M].台北:工业技术研究院机械工业研究所,1997. 被引量:1
  • 9Rene de Koster,Edo van der Poort. Routing orderpickers in a warehouse: a comparison between optimal and heuristic solu- tions[ J]. IIE Transactions,1998,30(5 ) : 469-480. 被引量:1
  • 10Donald Ratliff H, Arnon S Rosenthal. Order-picking in a rectangular warehouse: a solvable case of the traveling salesman problem [ J ]. Operation Research, 1983,31 ( 3 ) : 507-521. 被引量:1

共引文献56

同被引文献30

引证文献5

二级引证文献16

相关作者

内容加载中请稍等...

相关机构

内容加载中请稍等...

相关主题

内容加载中请稍等...

浏览历史

内容加载中请稍等...
;
使用帮助 返回顶部