A RFID case-based logistics resource management system for managing order-picking operations in warehouses

被引:161
作者
Poon, T. C. [1 ]
Choy, K. L. [1 ]
Chow, Harry K. H. [1 ]
Lau, Henry C. W. [1 ]
Chan, Felix T. S. [2 ]
Ho, K. C. [3 ]
机构
[1] Hong Kong Polytech Univ, Dept Ind & Syst Engn, Hong Kong, Hong Kong, Peoples R China
[2] Univ Hong Kong, Dept Ind & Mfg Syst Engn, Hong Kong, Hong Kong, Peoples R China
[3] Hong Kong Polytech Univ, Inst Text & Clothing, Hong Kong, Hong Kong, Peoples R China
关键词
Radio frequency identification (RFID); Case-based reasoning (CBR); Warehouse management systems (WMSs); QUERY OPTIMIZATION; IDENTIFICATION; MODEL;
D O I
10.1016/j.eswa.2008.10.011
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In the supply chain, a warehouse is an essential component for linking the chain partners. it is necessary to allocate warehouse resources efficiently and effectively to enhance the productivity and reduce the operation costs of the warehouse. Therefore, warehouse management systems (WMSs) have been developed for handling warehouse resources and monitoring warehouse operations. However. it is difficult to update daily operations of inventory level, locations of forklifts and stock keeping units (SKUs) in real-time by using the bar-code-based or manual-based warehouse management systems. In this paper, RFID technology is adopted to facilitate the collection and sharing of data in a warehouse. Tests are performed for evaluating the reading performance of both the active and passive RFID apparatus. With the help of the testing results, the efficient radio frequency cover ranges of the readers are examined for formulating a radio frequency identification case-based logistics resource management system (R-LRMS). The capabilities of R-LRMS are demonstrated in GSL Limited. Three objectives are achieved: (i) a simplification of RFID adoption procedure, (ii) an improvement in the visibility of warehouse operations and (iii) an enhancement of the productivity of the warehouse. The successful case example proved the feasibility of R-LRMS in real working practice. (C) 2008 Elsevier Ltd. All rights reserved.
引用
收藏
页码:8277 / 8301
页数:25
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