Improving the productivity of order picking of a manual-pick and multi-level rack distribution warehouse through the implementation of class-based storage

被引:115
作者
Chan, Felix T. S. [2 ]
Chan, H. K. [1 ]
机构
[1] Univ E Anglia, Norwich Business Sch, Norwich NR4 7TJ, Norfolk, England
[2] Hong Kong Polytech Univ, Dept Ind & Syst Engn, Hong Kong, Hong Kong, Peoples R China
关键词
Simulation; Class-based storage; Order picking; Warehouse management; ASSIGNMENT; LOCATION; SYSTEM; ALLOCATION; ALGORITHM; POLICIES; DESIGN; TIMES; MODEL;
D O I
10.1016/j.eswa.2010.08.058
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Determining the proper storage locations for potentially thousands of products is one major task that faces the warehouse manager during the design of a new warehouse or the refurbishment of existing facility. There are many factors affects the storage assignment. For example, order picking method, size and layout of the storage system, material handling system, product characteristics, demand trends, turnover rates and space requirements. Selecting appropriate storage assignment policies (i.e. random, dedicated or class-based) and routing methods (i.e. transversal, return or combined) with regards to above factors is a possible solution to tackle this problem. However, the efficiency of these policies is interdependent. This paper aims to present a simulation study of a real case regarding storage assignment problem of a manual-pick and multi-level rack warehouse. Performance of the case is measured in terms of travel distance and order retrieval time. The results of the study indicate that the key to effective implementation of a storage assignment system is to match the types of warehouse storage system and the variety of items in the customer order. Also, the use of key performance indicator should clearly reflect the needs of the warehouse. (C) 2010 Elsevier Ltd. All rights reserved.
引用
收藏
页码:2686 / 2700
页数:15
相关论文
共 23 条
[1]   A geometrical approach to computing expected cycle times for zone-based storage layouts in AS/RS [J].
Ashayeri, J ;
Heuts, RM ;
Valkenburg, MWT ;
Veraart, HC ;
Wilhelm, MR .
INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, 2002, 40 (17) :4467-4483
[2]   Storage location assignment: Using the product structure to reduce order picking times [J].
Brynzer, H ;
Johansson, MI .
INTERNATIONAL JOURNAL OF PRODUCTION ECONOMICS, 1996, 46 :595-603
[3]   A model for warehouse order picking [J].
Daniels, RL ;
Rummel, JL ;
Schantz, R .
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 1998, 105 (01) :1-17
[4]   Design and control of warehouse order picking: A literature review [J].
de Koster, Rene ;
Le-Duc, Tho ;
Roodbergen, Kees Jan .
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2007, 182 (02) :481-501
[5]   Multicriteria inventory classification using a genetic algorithm [J].
Guvenir, HA ;
Erel, E .
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 1998, 105 (01) :29-37
[6]   OPTIMAL STORAGE ASSIGNMENT IN AUTOMATIC WAREHOUSING SYSTEMS [J].
HAUSMAN, WH ;
SCHWARZ, LB ;
GRAVES, SC .
MANAGEMENT SCIENCE, 1976, 22 (06) :629-638
[7]   Mathematical model for warehouse design and product allocation [J].
Heragu, SS ;
Du, L ;
Mantel, RJ ;
Schuur, PC .
INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, 2005, 43 (02) :327-338
[8]  
Heskett J.L., 1964, TRANSPORT DISTRIBUTI, V4, P23
[9]  
Heskett JL., 1963, TRANSPORTATION DISTR, V3, P27
[10]   A BOM oriented class-based storage assignment in an automated storage/retrieval system [J].
Hsieh, S ;
Tsai, KC .
INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY, 2001, 17 (09) :683-691