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A Normal Distribution-Based Methodology for Analysis of Fatal Accidents in Land Hazardous Material Transportation

机译:基于正态分布的土地危险物料运输致命事故分析方法

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摘要

The deaths of accident occurring in land hazardous material transport (rail and road) is a scale standard for judging accident severity in safety programmes. The f-N curve is a common practice to express the results from past scattered accident data through curve fitting method, which only estimate the overall trend. For this reason, this paper proposed a simple methodology by combination of normal distribution and f-N curve. To verify the method, the following three sets of statistical data were selected and analysed in this study: 1932 accidents in over 95 countries (1931–2004) and 322 accidents in China (2000–2008) available in the literature, and 2046 accidents investigated in China (2013–2017). It was found that the mean value curve is almost identical or even better than the best-fitted curve, while the predicted upper and lower limits with 96% reliability (±2σ) covering nearly all the statistical data are beyond the scope of common curve fitting. The result explains the inherent relation between accumulated frequency and deaths in different transport mode, in different country and at different period. This study also provides insights on the evolution of accident severity with the development of social economy and the requirement of safety.
机译:在陆地有害物质运输(铁路和公路)中发生的事故死亡人数是在安全计划中判断事故严重性的比例标准。 f-N曲线是通过曲线拟合法表达过去零星事故数据的结果的常用方法,该方法仅估计总体趋势。因此,本文结合正态分布和f-N曲线提出了一种简单的方法。为了验证该方法,本研究选择了以下三组统计数据并进行了分析:文献中提供了超过95个国家(1931–2004年)的1932起事故和中国(2000–2008年)的322起事故,以及调查的2046起事故在中国(2013-2017年)。结果表明,平均值曲线几乎与最佳拟合曲线相同甚至更好,而预测的上限和下限几乎涵盖了所有统计数据,其可靠度为96%(±2σ),超出了常用曲线拟合的范围。 。结果解释了在不同的运输方式,不同的国家和不同的时期,累积频率与死亡之间的内在联系。这项研究还提供了关于事故严重性随社会经济发展和安全要求而演变的见解。

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