Petrol delivery tanker assignment and routing: a case study in Hong Kong

被引:40
作者
Ng, W. L. [1 ]
Leung, S. C. H. [1 ]
Lam, J. K. P. [1 ]
Pan, S. W. [1 ]
机构
[1] City Univ Hong Kong, Dept Management Sci, Kowloon, Hong Kong, Peoples R China
关键词
vendor-managed inventory; decision support system; vehicle assignment; vehicle routing; optimization; fleet management;
D O I
10.1057/palgrave.jors.2602464
中图分类号
C93 [管理学];
学科分类号
12 ; 1201 ; 1202 ; 120202 ;
摘要
In this paper, we present a case study on a tanker assignment and routing problem for petrol products in Hong Kong. A fleet of heterogeneous dangerous goods vehicles has been assigned to deliver several types of petroleum products to petrol stations with different tank capacities. Under the vendor-managed inventory system, the delivery company is responsible for controlling the station's inventory and replenishment. The operational characteristics and challenges such as geographic zoning, size of petrol stations, routing restrictions and so on are unique and have been described in this paper. A decision support system (DSS) combining heuristic clustering and optimal routing is employed to find the optimal fleet assignment and routing. Multiple objectives are considered simultaneously such that the number of tankers used could be minimized, the number of drops in trips is minimized, profit in terms of total products delivered is maximized and utilization of resources is maximized. The case illustrates the benefit and advantages of using the proposed DSS.
引用
收藏
页码:1191 / 1200
页数:10
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