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
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