Probabilistic modelling of optimal placement strategies of hazardous materials railcars in freight trains

IF 6.2 1区 工程技术 Q1 ERGONOMICS Accident; analysis and prevention Pub Date : 2025-02-10 DOI:10.1016/j.aap.2025.107957
Chen-Yu Lin , Xinhao Liu , Christopher P.L. Barkan
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Abstract

Hazardous materials (hazmat) cars are subject to differing probabilities of being involved in a derailment depending on their position in trains. For decades there has been discussion and debate about whether operating practices and regulations should account for this to reduce the chance of railcars carrying hazmat being involved if a train derails. This paper presents a new, position-dependent, railcar-based method to systematically analyze derailment probability of hazmat cars and identify optimal placement strategies that minimize the expected number of hazmat cars derailed. This new method iteratively accounts for train makeup, derailment speed, train length, and the fraction of hazmat cars in the train. A case study based on realistic train configurations and operational conditions with a sensitivity analysis is presented. The results indicate that there is no single placement strategy that minimizes hazmat car derailment probability under the variety of operational characteristics typical of North American freight train operation. This has implications for rail hazmat transportation safety, operations, efficiency, and regulatory policy. This research advances our understanding of the effect of hazmat car placement on operating safety and risk and enables development of holistic quantitative models to address the trade-off between hazmat train operating safety and efficiency that accounts for both mainline derailment severity and yard activities related to train make-up.
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危险品轨道车在货运列车上最优放置策略的概率建模
危险物品车厢因其在火车上的位置不同,发生脱轨的可能性也不同。几十年来,人们一直在讨论和争论,如果火车出轨,操作规范和法规是否应该考虑到这一点,以减少载有危险物品的火车车厢卷入其中的机会。本文提出了一种新的、位置相关的、基于轨道车辆的方法来系统地分析危险物品车厢脱轨的概率,并确定最优放置策略,使危险物品车厢脱轨的预期数量最小化。该方法迭代计算了列车组成、脱轨速度、列车长度和列车中危险品车厢的比例。以实际列车配置和运行条件为例,进行了灵敏度分析。结果表明,在北美货运列车运行的各种典型运行特征下,没有一种单一的放置策略可以使危险品车厢脱轨概率最小化。这对铁路危险品运输的安全、运营、效率和监管政策都有影响。这项研究促进了我们对危险品车安置对运行安全和风险的影响的理解,并促进了整体定量模型的发展,以解决危险品列车运行安全和效率之间的权衡,这既考虑了干线脱轨的严重程度,也考虑了与列车组成相关的堆场活动。
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来源期刊
CiteScore
11.90
自引率
16.90%
发文量
264
审稿时长
48 days
期刊介绍: Accident Analysis & Prevention provides wide coverage of the general areas relating to accidental injury and damage, including the pre-injury and immediate post-injury phases. Published papers deal with medical, legal, economic, educational, behavioral, theoretical or empirical aspects of transportation accidents, as well as with accidents at other sites. Selected topics within the scope of the Journal may include: studies of human, environmental and vehicular factors influencing the occurrence, type and severity of accidents and injury; the design, implementation and evaluation of countermeasures; biomechanics of impact and human tolerance limits to injury; modelling and statistical analysis of accident data; policy, planning and decision-making in safety.
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