Hazardous materials facility siting optimization and ranking: A transportation risk mitigation framework

被引:0
|
作者
Khan, Musharraf Ahmad [1 ]
Mehran, Babak [1 ]
机构
[1] Univ Manitoba, Dept Civil Engn, Urban Mobil & Transportat Informat Grp UMTIG, Winnipeg, MB, Canada
来源
PLOS ONE | 2023年 / 18卷 / 11期
关键词
LOCATION-ROUTING PROBLEM; SITE SELECTION; MODEL; LOGISTICS; ALLOCATION; DESIGN; IMPACT;
D O I
10.1371/journal.pone.0290723
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Hazardous material transportation problems have widely been studied in the past especially in the context of routing, scheduling, and network design problems. Yet, the combined hazardous material facility location-routing problem has not been studied adequately. We emphasize that locating a hazardous material facility is a rich process, and a good site can mitigate the potential transportation risk beforehand. A methodological framework is proposed which allows evaluation and ranking of potential sites based on hierarchical relationship utilities. The proposed method attempts to improve the risk functions and applies a stochastic analysis to measure the risk, which relaxes some assumptions in deterministic analysis, and is more realistic while avoiding overestimation of the risk. The study covers multi-objective optimization considering the decision-makers' preferences on network segments and risk to the population and water bodies. Potential hazardous material facility sites' rank is determined by the probability of optimality and one-to-one relationship utilities with the points of interests. Results show that the proposed stochastic analysis offers more flexibility to select and rank the potential sites.
引用
收藏
页数:42
相关论文
共 50 条
  • [1] Robust Optimization for the Risk Mitigation of Hazardous Material Road Transportation System
    Liu, Ming
    Ding, Yueyu
    Chu, Feng
    Chu, Chengbin
    [J]. 2022 IEEE 25TH INTERNATIONAL CONFERENCE ON INTELLIGENT TRANSPORTATION SYSTEMS (ITSC), 2022, : 773 - 778
  • [2] A proposed risk model and a GIS framework for hazardous materials transportation
    Ak, Ronay
    Bozkaya, Burcin
    [J]. IEMC - EUROPE 2008: INTERNATIONAL ENGINEERING MANAGEMENT CONFERENCE, EUROPE, CONFERENCE PROCEEDINGS: MANAGING ENGINEERING, TECHNOLOGY AND INNOVATION FOR GROWTH, 2008, : 51 - 55
  • [3] Multiobjective optimization for hazardous materials transportation
    Huang, B
    Fery, P
    Zhang, LP
    [J]. FREIGHT ANAYLSIS, EVALUATION, AND MODELING: 2005 THOMAS B. DEEN DISTINGUISHED LECTURE, 2005, (1906): : 64 - 73
  • [4] Research on Route Optimization of Hazardous Materials Transportation Considering Risk Equity
    Liu, Liping
    Li, Jiaming
    Zhou, Lei
    Fan, Tijun
    Li, Shuxia
    [J]. SUSTAINABILITY, 2021, 13 (16)
  • [5] MODELING AND ANALYSIS FOR HAZARDOUS MATERIALS TRANSPORTATION - RISK ANALYSIS, ROUTING SCHEDULING AND FACILITY LOCATION
    LIST, GF
    MIRCHANDANI, PB
    TURNQUIST, MA
    ZOGRAFOS, KG
    [J]. TRANSPORTATION SCIENCE, 1991, 25 (02) : 100 - 114
  • [6] The Risk Evaluation for Hazardous Materials Transportation
    Shang, Hongyan
    Dong, Qianli
    Wang, Xuping
    Wu, Xu
    [J]. IEEE/SOLI'2008: PROCEEDINGS OF 2008 IEEE INTERNATIONAL CONFERENCE ON SERVICE OPERATIONS AND LOGISTICS, AND INFORMATICS, VOLS 1 AND 2, 2008, : 1553 - +
  • [7] Risk analysis of hazardous materials transportation
    Wei, H
    Li, J
    Pu, Y
    [J]. PROGRESS IN SAFETY SCIENCE AND TECHNOLOGY, VOL 4, PTS A AND B, 2004, 4 : 1559 - 1564
  • [8] HAZARDOUS MATERIALS TRANSPORTATION RISK MANAGEMENT
    MAYHEW, JJ
    [J]. ABSTRACTS OF PAPERS OF THE AMERICAN CHEMICAL SOCIETY, 1988, 195 : 57 - CHAS
  • [9] Risk criteria for the transportation of hazardous materials
    Roodbol, HG
    [J]. QUANTIFIED SOCIETAL RISK AND POLICY MAKING, 1998, 12 : 41 - 48
  • [10] Integrated risk reduction framework to improve railway hazardous materials transportation safety
    Liu, Xiang
    Saat, M. Rapik
    Barkan, Christopher P. L.
    [J]. JOURNAL OF HAZARDOUS MATERIALS, 2013, 260 : 131 - 140