Generalized route planning approach for hazardous materials transportation with equity consideration

被引:0
|
作者
Chai H. [1 ,2 ]
He R.-C. [2 ]
Jia X.-Y. [2 ]
Ma C.-X. [2 ]
Dai C.-J. [1 ,2 ]
机构
[1] Mechatronics Technology and Research Institute, Lanzhou Jiaotong University, Lanzhou
[2] School of Traffic and Transportation, Lanzhou Jiaotong University, Lanzhou
基金
中国国家自然科学基金;
关键词
Genetic algorithm; Hazardous materials transportation; Multi-objective optimization; NSGA-II algorithm; Risk equity; Route optimization;
D O I
10.5604/01.3001.0012.2101
中图分类号
学科分类号
摘要
Hazardous materials transportation should consider risk equity and transportation risk and cost. In the hazardous materials transportation process, we consider risk equity as an important condition in optimizing vehicle routing for the long-term transport of hazardous materials between single or multiple origin-destination pairs (O-D) to reduce the distribution difference of hazardous materials transportation risk over populated areas. First, a risk equity evaluation scheme is proposed to reflect the risk difference among the areas. The evaluation scheme uses standard deviation to measure the risk differences among populated areas. Second, a risk distribution equity model is proposed to decrease the risk difference among populated areas by adjusting the path frequency between O-D pairs for hazardous materials transportation. The model is converted into two sub models to facilitate decision-making, and an algorithm is provided for each sub model. Finally, we design a numerical example to verify the accuracy and rationality of the model and algorithm. The numerical example shows that the proposed model is essential and feasible for reducing the complexity and increasing the portability of the transportation process. © 2018 Warsaw University of Technology. All rights reserved.
引用
收藏
页码:33 / 46
页数:13
相关论文
共 50 条
  • [1] Generalized route planning model for hazardous material transportation with VaR and equity considerations
    Kang, Yingying
    Batta, Rajan
    Kwon, Changhyun
    COMPUTERS & OPERATIONS RESEARCH, 2014, 43 : 237 - 247
  • [2] Research on Route Optimization of Hazardous Materials Transportation Considering Risk Equity
    Liu, Liping
    Li, Jiaming
    Zhou, Lei
    Fan, Tijun
    Li, Shuxia
    SUSTAINABILITY, 2021, 13 (16)
  • [3] A maritime global route planning model for hazardous materials transportation
    Iakovou, E
    Douligeris, C
    Li, H
    Ip, C
    Yudhbir, L
    TRANSPORTATION SCIENCE, 1999, 33 (01) : 34 - 48
  • [4] Route planning for hazardous materials transportation: Multi-criteria decision-making approach
    Noureddine M.
    Ristic M.
    Decision Making: Applications in Management and Engineering, 2019, 2 (01): : 66 - 85
  • [5] MODELING EQUITY OF RISK IN THE TRANSPORTATION OF HAZARDOUS MATERIALS
    GOPALAN, R
    KOLLURI, KS
    BATTA, R
    KARWAN, MH
    OPERATIONS RESEARCH, 1990, 38 (06) : 961 - 975
  • [6] Maritime route risk analysis for hazardous materials transportation
    Douligeris, C
    Iakovou, E
    Yudhbir, L
    TRANSPORTATION SYSTEMS 1997, VOLS 1-3, 1997, : 563 - 568
  • [7] Minimum risk route analysis of hazardous materials transportation
    Ren Changxing
    Wu Zongzhi
    PROGRESS IN SAFETY SCIENCE AND TECHNOLOGY, VOL 6, PTS A AND B, 2006, 6 : 1950 - 1954
  • [8] Effects of route rationalization on hazardous materials transportation risk
    Kawprasert, Athaphon
    Barkan, Christopher P. L.
    TRANSPORTATION RESEARCH RECORD, 2008, (2043) : 65 - 72
  • [9] A cost and expected consequence approach to planning and managing railroad transportation of hazardous materials
    Verma, Manish
    TRANSPORTATION RESEARCH PART D-TRANSPORT AND ENVIRONMENT, 2009, 14 (05) : 300 - 308
  • [10] Facility location and reliable route planning in hazardous material transportation
    Helander, ME
    Melachrinoudis, E
    TRANSPORTATION SCIENCE, 1997, 31 (03) : 216 - 226