Managing rail-truck intermodal transportation for hazardous materials with random yard disruptions

被引:28
作者
Ke, Ginger Y. [1 ]
机构
[1] Mem Univ Newfoundland, Fac Business Adm, St John, NF, Canada
基金
加拿大自然科学与工程研究理事会;
关键词
Hazardous materials; Rail-truck intermodal transportation; Robust optimization; Reliability; Yard disruption; ROBUST OPTIMIZATION; RISK-MANAGEMENT; NETWORK; MODEL; RESILIENCE; FREIGHT; ROAD; METHODOLOGY; LOCATION; DESIGN;
D O I
10.1007/s10479-020-03699-1
中图分类号
C93 [管理学]; O22 [运筹学];
学科分类号
070105 ; 12 ; 1201 ; 1202 ; 120202 ;
摘要
Combining multiple transportation modes, intermodal transportation has been widely used in shipping hazardous materials (hazmat). But the relevant research on intermodal transportation for hazmat is still limited, especially when the planning environment contains possible system disruptions. This study develops a scenario-based robust optimization model for a rail-truck intermodal transportation network that ships regular and multiple hazmat freights with random disruptions at intermodal yards. To be specific, three operational level and one strategic level recovery mechanisms are proposed to maintain network connectivity during disruptions. Then, embedding various yard disruption scenarios with recovery plans, the expected risk and corresponding variability are minimized simultaneously, considering an additional augmented constraint to ensure the reliability in cost. Numerical experiments based on a real-world intermodal network of CSX, a leading rail-based freight transporter in North America, are conducted to find the optimal robust network structure and routing plan. A series of sensitivity analyses, in terms of recovery mechanisms and key parameter values, reveal relationships among the robustness and reliability of the intermodal transportation system. Further managerial insights can be used to assist intermodal carrier in seeking contingency plans for disruptions.
引用
收藏
页码:457 / 483
页数:27
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