时变条件下公路危险品罐车运输路线选择

为合理选择公路运输危险品路线,保障运输安全,将用于求解静态路径规划问题的Diikstra标号法进行推广和改进,提出指标累积值标号法,运用该方法并依据危险品罐车运输事故统计数据,建立了时变条件下以路段泄漏事故率、路侧人口密度及路段运输费用为指标的危险品罐车公路运输路线选择模型.并给出待选路线对比原则.实例应用表明,该模型充分考虑了事故概率、事故后果及运输成本3大危险品运输路线选择影响因素,使用方便且受主观因素影响小,具有较好的实用性.     

危险化学品公路运输事故新特点及对策研究

统计分析了2008年1月～2010年5月我国发生的485起危险化学品公路运输事故。从事故发生的原因、事故涉及的化学品、事故造成的危害、事故发生的月份分布及年份变化等几个方面,分析了近年来危险化学品公路运输事故的新特点及变化规律。经统计分析,道路交通事故是引发危险化学品运输事故的主要原因之一;侧翻是危险化学品车辆最容易发生的道路交通事故;而随着我国高速公路的迅猛发展,追尾造成的危险化学品运输事故数量呈上升趋势;危险化学品公路运输过程中易燃液体事故起数最多,爆炸品和毒性物质事故造成的人员伤亡最严重;春节前后取代夏季,成为近两年危险化学品运输事故高发期。针对这些特点,对我国危险化学品公路运输安全管理与监控提出了建议。     

Fire and explosion hazards during filling/emptying of tanks

Loading and unloading operations produce 8% of all accidents which occur in process plants and in the transportation of hazardous materials. A survey of 738 accidents was performed, allowing the identification of the accident type distribution and of their cause. Some considerations on flammable mixtures are also presented, and the procedures to avoid these mixtures occurring when filling or emptying a tank are briefly discussed.     

Severity of accidents with hazardous materials A comparison between transportation and fixed installations

A review of accident case histories relevant to hazardous materials has been performed. From the literature, 1793 accident case histories involving hazardous materials were identified, most of them from the period 1960–1988. Of these 1793 accidents, 39% happened during transportation. In 682 accidents the consequences included fatalities, and of these 27% involved the transportation of hazardous materials. The accumulated frequency-fatality curves (so-called fN curves) have been constructed and are close to straight lines with a slope of –1, indicating that the probability of having an accident with, for instance, more than one hundred fatalities is approximately ten times lower than the probability of having an accident with more than ten fatalities. The accidents were grouped according to transportation type, and the difference between the various groups was tested using a standard χ² approach. No significant difference between fixed installations and transportation was found for accidents having consequences above three fatalities. Differences were found between Western Europe and North America and the rest of the world. Once an accident has happened, it seems to have more severe effects outside Western Europe and North America, both for transportation accidents and fixed installations. Comparison of fN curves for Western Europe and North America from different time periods did not show significant differences, indicating that once an accident has happened, it has the same probability of escalating now, as it had 20 years ago.     

危险化学品运输事故历史数据研究综述

系统地回顾国内外近20 a来的危险化学品运输事故历史数据分析的理论和方法,旨在为我国今后危险化学品运输风险研究提供指导。调研国内外危险化学品运输事故研究的历史数据来源,介绍该领域的主要研究方法及其发展过程,讨论现有研究内容及研究结果的共性和特征。发现现有研究主要集中于危险化学品的道路运输,侧重于分析运输事故的主要影响因素,经济损失、次生灾害及事故数与运输批次的关联方面的研究不足。提出要把事故后果的科学衡量作为未来的研究方向。     

Characteristics of hazardous chemical accidents in China: A statistical investigation

Utilizing data from official sources, 1632 hazardous chemical accidents (HCAs) occurring in China (2006–2010) were investigated for statistical characteristics. The following results were obtained: (1) Time volatility: The yearly number of HCAs is shown to be almost constant (with a slightly increasing number of fixed facility HCAs); fixed facility and transportation HCAs do not always follow similar patterns at month and hour-level. (2) Location distribution: There are provincial classifications of HCA materials involved in certain types of industries and the potential for HCAs is highly concentrated in urban areas. (3) Fixed facility type versus transportation type: Explosions represent almost half (48.4%) of fixed facility HCAs followed by releases (41.5%) and fires (10.1%); whereas for transportation HCAs, releases account for 79.6%, then explosions (15.1%) and fires (5.3%). As for domino effects, releases were often the cause of subsequent explosions or fires. (4) Injury versus death: In contrast with other industrial accidents, HCAs result in more severe casualties. For explosion and release HCAs in China, the ratio of death to major injury is quite high, with the exception of fire HCAs. (5) Cause: Concerning immediate causes, human factors account for the majority of HCAs followed by equipment deficiency; environment is also a causative factor. Internal corporate management failures and lack of external government supervision (particularly HCAs occurring in illegal corporations) are both root causes in China. (6)Corporate proneness: Majority of HCAs occur in private corporations; as corporations grow, the occurrence of HCAs are shown to decline steadily then level off, following which they are forecasted to increase again in the “aging stages”, all of which can be explained by Corporate Lifecycles Theory.     

基于格序理论的爆炸类危险化学品运输路径研究

为有效预防和减少爆炸类危险化学品运输中事故的发生,针对爆炸类危险化学品运输的路径优化选择问题,将多目标格序决策理论引入到路径方案评价比选中,构建了爆炸类危险化学品运输路径优化选择评价指标体系。结合指标选取的综合性和可操作性原则,从6个方面建立爆炸类危险化学品运输路径比选指标体系:影响区域死伤人数规模、影响区域厂矿规模、影响区域人口规模、影响区域名胜古迹保护性、影响区域生态环境保护性、影响区域综合出行费用规模。通过对各方案综合差异度的计算,实现了备选方案的格序化排序。并且在模型体系权重计算中采用了熵值法,实现了权重确定的客观性。最后,应用该模型结合实例进行了计算。     

Research on the prediction of dangerous goods accidents during highway transportation based on the ARMA model

The COVID-19 epidemic has caused a lack of data on highway transportation accidents involving dangerous goods in China in the first quarter of 2020, and this lack of data has seriously affected research on highway transportation accidents involving dangerous goods. This study strives to compensate for this lack to a certain extent and reduce the impact of missing data on research of dangerous goods transportation accidents. Data pertaining to 2340 dangerous goods accidents in the process of highway transportation in China from 2013 to 2019 are obtained with webpage crawling software. In this paper, the number of monthly highway transportation accidents involving dangerous goods from 2013 to 2019 is determined, and the time series of transportation accidents and an autoregressive moving average (ARMA) prediction model are established. The prediction accuracy of the model is evaluated based on the actual number of dangerous goods highway transportation accidents in China from 2017 to 2019. The results indicate that the mean absolute percentage error (MAPE) between the actual and predicted values of dangerous goods highway transportation accidents from 2017 to 2019 is 0.147, 0.315 and 0.29. Therefore, the model meets the prediction accuracy requirements. Then, the prediction model is applied to predict the number of dangerous goods transportation accidents in the first quarter of 2020 in China. Twenty-two accidents are predicted in January, 23 accidents in February and 27 accidents in March. The results provide a reference for the study of dangerous goods transportation accidents and the formulation of accident prevention and emergency measures.     

危险化学品运输事故初探

危险化学品运输是一种动态危险源,在运输过程中火灾、爆炸、泄漏、中毒事故时有发生,对人类生命、物质财产和生态环境的安全构成极大威胁.对危险化学品在运输过程中事故发生的类型、事故的成因、事故的危害进行了探讨,阐述了事故的预防措施以及事故后如何做好减灾工作.     

基于CiteSpace的危险货物运输研究知识图谱分析

为分析危险货物运输的研究脉络与研究现状,选择ISI Web of Science作为文献检索引擎,将1969—2017年的文献记录作为数据源,采用动态网络分析的信息可视化技术和工具(CiteSpace)进行文献共被引分析和主题共现分析,绘制危险货物运输研究的知识图谱,呈现危险货物运输研究领域的知识结构与演进规律。结果表明:1)危险货物运输研究始于20世纪60年代末,论文数量总体呈现上升趋势,并在90年代和近几年出现论文数量骤增的现象;2)Erkut、Kara、Zognafos、Bianco、Zografos等学者的文献具有重要的影响力,被引频次最多;3)研究集中在危险货物运输风险评估、路网规划、模型方法应用、风险预警、运输事故;4)研究的新兴热点涉及模型方法的创新(如禁忌搜索算法)、事故致因分析、风险应急行动、危险品运输收费等方面。     

基于Apriori算法的易燃易爆危险化学品储运火灾爆炸事故关键致险因素的挖掘

导致易燃易爆危险化学品储运火灾爆炸事故的因素繁多、关系复杂,挖掘关键致险因素是减少管理成本、提高防控效率的关键。研究了200例事故等级为较大事故以上的易燃易爆危险化学品储运火灾爆炸事故的原因,采用事故树分析法建立易燃易爆危险化学品储运火灾爆炸事故树,并运用频度统计法遴选出致险因素;在此基础上,建立基于Apriori算法的关联规则模型进行数据挖掘,共得到14个关键致险因素。通过对关键致险因素与易燃易爆危险化学品储运火灾爆炸事故之间关联规则的分析表明,关键致险因素与事故之间存在强关联规则,单一关键致险因素或其组合的存在必将导致事故的发生,为实现危险化学品储运精准化安全管理提供参考。     

有害物品运输的总风险分析

随着工业的发展,有害物品的生产量和运输量均在逐年增加,有害物品对环境和人的危害正在扩大和加深。有害物品运输中的风险是有害物品对于人类、环境和财产等方面威胁的最为重要的组成部分。笔者将有害物品的运输风险分为人口风险、环境风险和财产风险3个部分;在基于事故发生率和事故产生的后果两个方面,分别对人口风险、环境风险和财产风险进行了度量,并给出了风险度量的模型。同时由于各个部分风险度量的量纲并不统一,笔者对3部分风险进行了度量的统一化,获得了总风险的构成,并与传统的单独考虑人口风险的情况进行了对比,为有害物品的运输提供了参考依据。     

浅谈ITS技术在危险化学品公路运输过程中的应用

公路运输已成为危险化学品运输的主要方式之一,但危险化学品在公路运输过程中由于不确定因素的存在,导致事故频发,已受到国人的广泛重视。智能交通运输系统(ITS)的应用,大大地削弱或消除了以往诱发交通事故的不安全因素。如将该系统用于危险品公路运输过程中,也能有效地预防并减少化学事故的发生。在此基础上,笔者提出由安全运输管理层、基础设施层、共用信息层、增值服务层组成的危险化学品公路运输安全智能化管理系统,研究了危险化学品公路运输安全智能化管理系统的框架,讨论了ITS技术在危化品公路运输过程中的应用并提出相应的解决方案     

The significance of domino effect in chemical accidents

A historical survey was performed on 330 accidents involving domino effect, occurred in process/storage plants and in the transportation of hazardous materials; only accidents occurred after 1st-January-1961 have been considered. The main features – geographical location, type of accident, materials involved, origin and causes, consequences, domino sequences – were analyzed, with special consideration to the situation in the developing countries and compared to those from other previous surveys. Among the involved substances, LPG was the most frequent one, followed by liquid hydrocarbons. Process plants (38.5% of cases) and storage areas (33%) were the most common settings; 10.6% of past domino accidents occurred in transfer operations. The ratio between “two-step” and “three-step” domino accidents was found to be 6. A specific analysis of the accidents (84) occurred in the 21st century was performed, comparing them with the total set of accidents. Finally, a set of specific recommendations inferred from the results is provided.     

基于ARIMA-LOESS模型的危化品道路运输事故起数预测

文章针对危化品道路运输事故预测问题,运用差分自回归移动平均模型(Autoregressive Integrated Moving Average,ARIMA)与局部加权回归模型(Locally Estimated Scatterplot Smoothing,LOESS)的组合模型,对我国危化品道路运输事故发生起数进行预测。首先,基于2011—2018年我国发生的危化品道路运输事故数据建立ARIMA模型,利用SPSS软件进行模型拟合预测,获取危化品道路运输事故起数的线性部分;其次,应用MATLAB建立LOESS回归模型,对ARIMA模型预测偏差进行残差优化,获取危化品道路运输事故起数的非线性部分;最后,建立ARIMA-LOESS组合模型,利用组合模型对危化品道路运输事故发生起数进行预测,并根据真实数据对预测结果进行对比验证。结果表明:ARIMA-LOESS组合预测模型可较好拟合危化品道路运输事故数据序列,并修正单一模型的误差,获取较高的预测精度。该研究可为危化品道路运输安全与运行的趋势分析与判断提供更加可靠的数据依据,也可为危化品道路运输事故防控方案提供帮助。     

Analysis of factors that influence hazardous material transportation accidents based on Bayesian networks: A case study in China

In this study, we applied Bayesian networks to prioritize the factors that influence hazardous material (Hazmat) transportation accidents. The Bayesian network structure was built based on expert knowledge using Dempster-Shafer evidence theory, and the structure was modified based on a test for conditional independence. We collected and analyzed 94 cases of Chinese Hazmat transportation accidents to compute the posterior probability of each factor using the expectation-maximization learning algorithm. We found that the three most influential factors in Hazmat transportation accidents were human factors, the transport vehicle and facilities, and packing and loading of the Hazmat. These findings provide an empirically supported theoretical basis for Hazmat transportation corporations to take corrective and preventative measures to reduce the risk of accidents.     

基于ISODATA算法的水上交通事故黑点识别

针对水上交通安全问题,基于ISODATA算法和水上交通事故等级综合加权平均法,构建水上交通事故黑点识别模型。结合道路交通黑点及现有水上交通多发区的研究方法,定义水上交通事故黑点;采用ISODATA算法分析水上交通事故空间分布特征,实现对水上交通事故空间的构建;对水上交通事故等级梯度赋值,以量化事故的严重程度,利用等级综合加权平均法确定黑点阈值。并以深圳西部港区水上交通事故为例进行模型应用,共识别出10处事故黑点及其边界,表明水上交通黑点识别模型能有效识别水上交通黑点的空间分布及特征,为水上交通安全状态分析提供了一种度量方法。     

Differences in relative risks for fatal occupational highway transportation accidents

Problem and Method: This study examined the trends in the relative risks for being involved in fatal occupational highway transportation accidents based upon the age and gender of the victim. Results: Significant differences in relative risks were identified based upon age; however, there were no significant differences in relative risks based upon gender. The trend analysis of relative risks for all motor-vehicle accidents based upon age showed that males exhibited a significant cubic trend while females exhibited a significant linear trend. The trend analysis of relative risks for fatal motor-vehicle accidents specifically involving vehicle operators based upon age yielded a significant quadratic trend for males and no significant trends for females. Examining the relative risks for fatalities involving only motor-vehicle operators controlled, to a certain extent, the differences in job exposure to motor-vehicle accidents based upon age. Impact: Prevention measures are identified as most crucial for older male workers in the transportation and agriculture industries.     

仓面浇筑立体空间冲突致灾过程建模与伤害评价*

为定量评价大坝浇筑过程空间冲突致灾事故后果,通过对缆机运输典型情景进行危害能量运动分解,确定在水平和竖直方向运动方式,阐述危害能量在流动路径相互转化形式;根据能量守恒定律,分析危害能量在吊罐与承灾体碰撞接触之间转移规律,将吊罐与人头部接触过程抽象为带强阻尼的弹簧振子系统,建立危害能量与碰撞冲量相等的动量方程,量化空间冲突致灾后果。结果表明:吊罐坠落危害能量极大,产生的碰撞冲击力与吊罐的运输速度、高度呈正相关,与阻力系数呈负相关,风速、载重对其影响较大。对比2种不同碰撞情景发现,机械碰撞因顶部承载力缓冲,对人头部产生伤害远小于直接碰撞,并对碰撞结果分级评价,研究结果可为大坝浇筑交叉作业空间冲突致灾风险评价提供参考。