Sailing Speed and Fleet Deployment Optimization for Intercontinental Container Liner Shipping Considering Cargo Time Value

IF 1.1 4区 工程技术 Q4 MANAGEMENT Transportation Journal Pub Date : 2020-09-12 DOI:10.5325/transportationj.59.3.0254
Xing, Yang
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Abstract

Abstract:This article collectively addresses the issues of optimizing the sailing speed of containerships and fleet deployment in intercontinental container liner shipping, taking cargo time values into consideration. A mixed-integer nonlinear programming model is developed to maximize the gross profits of a container shipping line. The sailing speed is divided into 0.1 knot intervals and a reciprocal-discretization method is proposed to transform the model into an integer-based linear programming model, which can be solved using optimization solvers such as CPLEX. A case study is conducted based on the Far East-West America liner route of a global container shipping line to assess the effectiveness of the proposed model and the reciprocal- discretization method. The results show that when the cargo time value is taken into consideration, the increased sailing speed of containerships on long legs and the decreased number of deployed containerships will generate greater operating profits for the container shipping line. The rise in bunker price will lead to a stepwise decline in sailing speed of containerships and a stepwise growth in the number of deployed containerships. Moreover, the downward trend of sailing speed due to the increase of bunker price will be somewhat delayed as the unit container cargo value increases. Several useful insights are drawn from analysis of the results.
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考虑货物时间价值的洲际集装箱班轮航速与船队配置优化
摘要:本文集中讨论了在考虑货物时间值的情况下,优化洲际集装箱班轮运输中集装箱船的航行速度和船队部署的问题。建立了集装箱航运公司毛利润最大化的混合整数非线性规划模型。将航行速度划分为0.1节的区间,并提出了一种倒数离散化方法,将模型转换为基于整数的线性规划模型,该模型可以使用CPLEX等优化求解器进行求解。以一家全球集装箱航运公司的远东-西美洲航线为例,对所提出的模型和倒数离散化方法的有效性进行了评估。结果表明,当考虑货运时间值时,长腿集装箱船航行速度的提高和集装箱船部署数量的减少将为集装箱航运公司带来更大的运营利润。燃油价格的上涨将导致集装箱船航行速度的逐步下降和部署的集装箱船数量的逐步增长。此外,随着单位集装箱货物价值的增加,由于燃油价格的上涨,航行速度的下降趋势将有所推迟。从对结果的分析中得出了一些有用的见解。
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来源期刊
CiteScore
2.40
自引率
4.30%
发文量
6
期刊介绍: Transportation Journal is devoted to the publication of articles that present new knowledge relating to all sectors of the supply chain/logistics/transportation field. These sectors include supply chain/logistics management strategies and techniques; carrier (transport firm) and contract logistics firm (3PL and 4PL) management strategies and techniques; transport economics; regulation, promotion, and other dimensions of public policy toward transport and logistics; and education.
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