Chapter
Jan 13, 2020
Sixth International Conference on Transportation Engineering

Ship Dispatching Scheme of Marine Oil Spill Emergency Material Based on Genetic Algorithm

Publication: ICTE 2019

ABSTRACT

Transportation mainly includes railway, highway, shipping, and aviation. As a kind of transportation mode, shipping plays an important role in participating in the transportation of maritime materials. When the marine oil spill accident occurs, it’s necessary to timely meet the demand for emergency materials at the accident point during the rescue of the marine oil spill. The reasonable arrangement of ship dispatching scheme can not only improve the efficiency of material transportation, but also reduce the damage caused by unreasonable dispatching scheme and economic losses, protect the marine environment. Combined with the characteristics of marine oil spill accidents, this paper proposes an algorithm for solving the specific dispatching schemes of each ships under the condition of emergency materials dispatching with multi-material and multi-ship features. The algorithm establishes a model with the minimum ship delivery time as the target. By introducing an example and using the genetic algorithm to solve and obtain the specific scheme for where each type of oil spill emergency material should be shipped to each ship in the system. The results show that the dispatching scheme can match demand conditions where the shore-based supply points meet the accident points and are not more than the current stock. All ships can complete the dispatch of all emergency supplies within 22.0245 hours. It provides a decision basis for the dispatch of emergency materials in marine oil spill accident.

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REFERENCES

HU, FH. T. (2016). “Research on hierarchical linkage scheduling emergency supplies based on genetic algorithm.” Application Research of Computers, 33(2), 339-440.
JIANG, Y. P. (2018). “On the Emergency Resource Dispatch Process and Mechanism for Major Marine Oil Spill.” Ship & Ocean Engineering, 47(2), 51-53.
Widener, M. J. (2011). “A Hierarchical approach to modeling hurricane disaster relief goods distribution. ” Journal of Transport Geography, 19(4), 821-828.
Wex, G. F. S. (2014). “Emergency response in natural disaster management: allocation and scheduling of rescue units.” European Journal of Operational Research, 235(3), 697-708.
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WANG, J. (2011). “The research on emergency materials distribution of the marine ship oil spill accident.” Dalian Maritime University.
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Information & Authors

Information

Published In

Go to ICTE 2019
ICTE 2019
Pages: 915 - 921
Editors: Xiaobo Liu, Ph.D., Southwest Jiaotong University, Qiyuan Peng, Ph.D., Southwest Jiaotong University, and Kelvin C. P. Wang, Ph.D., Oklahoma State University
ISBN (Online): 978-0-7844-8274-2

History

Published online: Jan 13, 2020

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Authors

Affiliations

Xiaojia Liu [email protected]
JiMei Univ., Navigation College, PO Box 361021, XiaMen, Jiageng Rd. 1. E-mail: [email protected]
Qiang Wang
JiMei Univ., Navigation College, PO Box 361021, XiaMen, Jiageng Rd. 1
Ailin Zhang [email protected]
JiMei Univ., Navigation College, PO Box 361021, XiaMen, Jiageng Rd. 1. E-mail: [email protected]
Changjian Yan
JiMei Univ., Navigation College, PO Box 361021, XiaMen, Jiageng Rd. 1
Xun Zhang
JiMei Univ., Navigation College, PO Box 361021, XiaMen, Jiageng Rd. 1
WuHan Univ. of Technology, School of Navigation, PO Box 430063, WuHan, Luoshi Rd. 122. E-mail: [email protected]

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