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外文摘要
引文資料
題名:
自動倉儲系統下運用關聯法則與集群分析的儲位指派探討
書刊名:
管理資訊計算
作者:
邱奕勳
/
李緒東
作者(外文):
Chiu, Yi-hsun
/
Lee, Hsu-tung
出版日期:
2015
卷期:
4:特刊1
頁次:
頁208-222
主題關鍵詞:
自動倉儲系統
;
關聯法則
;
集群分析
;
儲位指派
;
Automated storage/retrieval system
;
Association rules
;
Cluster analysis
;
Storage assignment
原始連結:
連回原系統網址
相關次數:
被引用次數:期刊(0) 博士論文(0) 專書(0) 專書論文(0)
排除自我引用:0
共同引用:
3
點閱:6
近年來,由於市場劇烈競爭與消費需求改變,為了提高作業流程效率與快速回應顧客訂單需求,倉儲成為供應鏈一體化的重要環節。對此,為了提升倉儲效率、降低訂單揀貨成本,企業開始引進自動倉儲系統。本研究針對自動倉儲系統,提出結合產品相關性、每類體積指標(Cube-Per-Order Index, COI)法則以及儲位指派策略,建構關聯法則與集群分析兩種儲位規劃,與傳統儲位規劃方式比較以利有效地降低揀貨搬運距離。本研究探討倉儲中心在相同的訂單內容下,不同走道數及不同操作策略對揀貨距離的影響。藉由研究中建構的儲位規劃指派方式,平衡每一走道的總揀貨量,一方面減少機器作業的閒置時間,另一方面縮短總揀貨距離來達成提升揀貨效率之目的。實驗結果發現兩種儲位規劃與傳統隨機指派方式相比都有明顯改善;與COI法則模式相比雖對於揀貨距離的影響很小,但在走道揀貨量的平衡上有明顯改善。
以文找文
In recent years, the market has been competitive and the customer behavior has been changed. In order to improve the efficiency of workflow and to meet orders, the warehouses play an important role in supply chains. Thus many companies start to install Automated Storage/Retrieval Systems (AS/RS) to increase the efficiency and reduce the cost of order picking. Therefore, this study purposes two kinds of storage planning with combining product relevance, Cube-Per-Order Index (COI) rules and storage assignments which can effectively reduce the picking cost and travel distance. This study equals the workload of all zones with storage assignments of product relation and balancing workload. The method can reduce idle time of machine operation. On the other hand, it can reduce the overall travel distance to achieve the purpose of improving the picking efficiency. Finally, the results show that there is no significant difference between two kinds of storage method and COI rule storage, but two kinds of storage method can balance the workloads.
以文找文
期刊論文
1.
Jane, C. C.、Laih, Y. W.(2005)。A clustering algorithm for item assignment in a synchronized zone order picking system。European Journal of Operational Research,166(2),489-496。
2.
Gu, J.、Goetschalckx, M.、McGinnis, L. F.(2007)。Research on warehouse operation: A comprehensive review。European Journal of Operational Research,177(1),1-21。
3.
Hall, R. W.(1993)。Distance approximations for routing manual pickers in a warehouse。IIE Transactions,25(4),76-87。
4.
Gibson, D. R.、Sharp, G. P.(1992)。Order Batching Procedures。European Journal of Operational Research,58(1),58-57。
5.
Hausman, Warren H.、Schwarz, Leroy B.、Graves, Stephen C.(1976)。Optimal Storage Assignment in Automatic Warehousing Systems。Management Science,22(6),629-638。
6.
Heskett, J. L.(1963)。Cube-Per-Order Index- a Key to Warehouse Stock Location。Transportation and Distribution Management,3(1),27-31。
7.
Rosenblatt, M. J.、Eynan, A.(1989)。Deriving the Optimal Boundaries for Class-Based Automatic Storage/Retrieval Systems。Management Science,35(12),1519-1524。
8.
Hwang, H.、Lee, M.(1988)。Order batching algorithms for a man-on-board automated storage and retrieval system。Engineering Costs and Production Economics,13(4),285-294。
9.
Ashayeri, J.、Gelders, L. F.、Van, W. L.(1985)。A microcomputer-based optimization model for the design of automated warehouses。International Journal of Production Research,23(4),825-839。
10.
Frazelle, Edward A.、Sharp, Gunter P.(1989)。Correlated assignment strategy can improve any order picking operation。Industrial Engineering,21(4),33-37。
11.
De Koster, René、Le-Duc, Tho、Roodbergen, Kees Jan(2007)。Design and Control of Warehouse Order Picking: A Literature Review。European Journal of Operational Research,182(2),481-501。
12.
Caron, F.、Marchet, G.、Perego, A.(2000)。Optimal layout in low-level picker-to-part systems。International Journal of Production Research,38(1),101-117。
13.
Brynzér, Henrik、Johansson, Mats I.(1996)。Storage location assignment: Using the product structure to reduce order picking times。International Journal of Production Economics,46/47,595-603。
14.
Kallina, C.、Lynn, J.(1976)。Application of the Cube-per-order Index Rule for Stock Location in a Distribution Warehouse。Interfaces,7(1),37-46。
15.
Hou,Jiang-liang(20040300)。An Optimization Model for Command Cycle Assignment of AS/RS Orders。中國工程學刊,27(2),173-186。
16.
Liu, C. M.(1999)。Clustering Techniques for Stock Location and Order-picking in A Distribution Center。Computers and Operations Research,26(10/11),989-1002。
17.
Liu, Chiun-ming(20041100)。Optimal Storage Layout and Order Picking for Warehousing。International Journal of Operations Research,1(1),37-46。
18.
Malmborg, C. J.(1995)。Optimization of Cubic-per-order Index Layouts with Zoning Constraints。International Journal of Production Research,33(2),465-482。
19.
Malmborg, C. J.、Bhaskaran, K.(1987)。On the Optimality of the Cube Per Order Index for Conventional Warehouses with Dual Commmid Cycles。Material Flow,4(3),169-175。
20.
Malmborg, C. J.、Bhaskaran, K.(1989)。Optimal Storage Assignment Policies for Multiaddress Warehousing Systems。IEEE Transactions on Systems, Man mid Cybernetics,19(1),197-204。
21.
Malmborg, C. J.、Bhaskaran, K.(1990)。A Revised Proof of Optimality for the Cube-per-order Index Rule for Stored Item Location。Applied Mathematical Modeling,14(2),87-95。
22.
Muppani, V. R.、Adil, G. K.(2008)。Efficient Formation of Storage Classes for Warehouse Storage Location Assignment: A Simulated Annealing Approach。Omega,36(4),609-618。
23.
Malmborg, C. J.(1996)。Storage assignment policy tradeoffs。International Journal of Production Research,34(2),363-378。
24.
Petersen, C. G.(1997)。An evaluation of order picking routeing policies。International Journal of Operations & Production Management,17(11),1098-1111。
25.
Sarker, B. R.、Babu, P. S.(1995)。Travel time models in automated storage/retrieval systems: A critical review。International Journal of Production Economics,40(2),173-184。
26.
Rosenwein, M. B.(1994)。An Application of Cluster Analysis to the Problem of Locating Items within a Warehouse。IIE Transactions,26(1),101-103。
27.
Petersen, C. G.、Schmenner, R. W.(1999)。An evaluation of routing mid volume-based storage policies in an order picking operation。Decision Sciences,32(2),481-501。
28.
Petersen, C. G.(2002)。Considerations in order picking zone configuration。International Journal of Operations & Production Management,32(2),481-501。
29.
Van Den Berg, J. P.、Gademann, A. J. R. M.(2000)。Simulation study of an automated storage/retrieval system。International Journal of Production Research,38(6),1339-1356。
30.
Van Oudheusden, D. L.、Tzen, Y. J.、Ko, H.(1988)。Improving storage and order picking in a person-on-board AS/R system。Engineering Costs and Production Economics,13(4),273-283。
31.
Van Oudheusden, D. L.、Zhu, W.(1992)。Storage layout of AS/RS racks based on recurrent orders。European Journal of Operational Research,58(1),48-56。
會議論文
1.
MacQueen, J. B.(1967)。Some Methods for Classification and Analysis of Multivariate Observations。5th Berkeley Symposium on Mathematical Statistics and Probability。Berkeley, CA:University of California Press。281-297。
2.
Agrawal, R.、Imielinski, T.、Swami, A. N.(1993)。Mining Association Rules between Sets of Items in Large Databases。The 1993 ACM SIGMOD International Conference on Management of Data,207-216。
圖書
1.
Anderberg, M. R.(1973)。Cluster Analysis for Applications。New York, NY:Academic Press。
2.
Bartholdi, J. J.、Hackman, S. T.(2005)。Warehouse and Distribution Science。Atlanta, GA:Batholdi & Hackman。
3.
Ackerman, K. B.(1990)。Practical Handbook of Warehousing。New York:Van Nostrand Reinhold。
4.
Frazelle, Edward H.(2002)。World-Class Warehousing and Material Handling。McGraw-Hill。
5.
Choe, K.、Sharp, G. P.(1991)。Small parts order picking: design and operation。Atlanta, GA:Georgia Tech Research Corporation。
6.
Heragu, S. S.(2008)。Facilities design。Iuniverse Inc.。
7.
Tompkins, J. A.、White, J. A.、Bozer, Y. A.、Frazelle, E. H.、Tanchoo, J. M. A.(2003)。Facilities Planning。NJ:John Wiley & Sons。
8.
Yang, M. H.(1988)。Analysis of optimization of class-based dedicated storage systems。Atlanta, Georgia:Material Handling Research Center, Georgia Institute of Technology。
圖書論文
1.
Wascher, G.(2004)。Order picking: A survey of planning problems and methods。Supply Chain Management and Reverse Logistics。
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