昆明理工大学学报(自然科学版)2024,Vol.49Issue(5) :149-159.DOI:10.16112/j.cnki.53-1223/n.2024.03.481

山区高速公路交通事故与行车环境关联研究

Correlation between Traffic Accidents and Driving Environment on Mountainous Expressways

胡立伟 杨志莹 胡飞宇 武加宝 王兴中 余先林
昆明理工大学学报(自然科学版)2024,Vol.49Issue(5) :149-159.DOI:10.16112/j.cnki.53-1223/n.2024.03.481

山区高速公路交通事故与行车环境关联研究

Correlation between Traffic Accidents and Driving Environment on Mountainous Expressways

胡立伟 1杨志莹 1胡飞宇 1武加宝 1王兴中 1余先林1
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作者信息

  • 1. 昆明理工大学交通工程学院,云南 昆明 650500
  • 折叠

摘要

我国西部山区气候变化大,高速公路道路线形复杂,高危路段多,导致引发交通事故的环境因素过多,辨识山区高速公路行车环境风险,可以有效预防交通事故的发生.通过Bow-Tie向前分析山区高速公路行车环境因素(包括道路环境因素、交通环境因素、自然环境因素),结合最小割集等方法初步推理交通事故中行车环境因素的结构重要度,向后结合三角模糊数对事故发生后的安全措施进行模糊失效概率分析.基于贝叶斯网络模型(BN)结合交通事故后验概率得到各因素的危害重要度及其敏感性,实现山区高速公路交通事故风险与行车环境关联性研究,并针对交通事故发生及后果提出有效防范措施.结果显示,道路环境因素危害重要度最高,其敏感性也较高,是导致山区高速公路交通事故的重要中间事件.本文研究成果对于降低山区高速公路交通事故风险,提高行车环境安全具有重要的理论价值与现实意义.

Abstract

In the western mountainous regions of China,where climate change is significant and expressway road layouts are intricate,numerous high-risk sections contribute to a multitude of environmental factors leading to traf-fic accidents.Identifying risks associated with the driving environment on mountainous expressways can effectively prevent accidents.This study employs Bow-Tie analysis to proactively analyze driving environment factors on mountainous expressways,including road environment,traffic environment,and natural environment factors.By em-ploying methods such as minimum cut sets,the structural importance of driving environment factors in traffic acci-dents is initially inferred.Subsequently,employing backward analysis and triangular fuzzy numbers,a fuzzy failure probability analysis is conducted on safety measures after accidents occur.Furthermore,based on the Bayesian Net-work(BN)model,combined with posterior probabilities of traffic accidents,the harm importance and sensitivity of each factor are obtained.This approach facilitates research on the correlation between traffic accidents and driving environment in mountainous expressways,allowing for the proposal of effective preventive measures against acci-dents and their consequences.The results indicate that road environment factors have the highest harm importance and are highly sensitive,making them crucial intermediate events leading to traffic accidents on mountainous expre-ssways.The findings of this study hold significant theoretical value and practical significance in reducing the risk of traffic accidents and enhancing driving environment safety on mountainous expressways.

关键词

交通工程/山区高速公路/交通事故风险/Bow-Tie-BN/行车环境

Key words

traffic engineering/mountainous expressway/traffic accident risk/Bow-Tie-BN/driving environ-ment

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基金项目

国家自然科学基金项目(42277476)

出版年

2024
昆明理工大学学报(自然科学版)
昆明理工大学

昆明理工大学学报(自然科学版)

CSTPCD北大核心
影响因子:0.516
ISSN:1007-855X
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