期刊文献+

基于FCM聚类的山区高速公路事故多发点成因分析 被引量:9

Layout of Traffic Detectors on Expressway Based on Efficiency of Detecting Incidents
原文传递
导出
摘要 归纳总结了现有事故成因分析方法的特点和适用条件,提出了包括人、车、路和环境的山区高速公路交通事故影响因素,分析了各因素间的交互作用。提出了基于FCM聚类的山区高速公路事故多发点成因分析方法,并以京珠高速公路为例进行了验证。结果表明,该方法目标函数的聚类方法设计简单、解决问题范围广、易于计算机实现;山区高速公路最主要的事故因素是车辆追尾和刹车失灵。 The characteristics and applicable conditions of the cause analysis are summarized. The traffic crash factors of mountain expressway, including people, vehicles, roads and environmental, are presented. And the interaction of the factors is analyzed. A method of crash-prone points causes analysis of mountain expressway based on FCM is proposed, and a case of Beijing-Zhuhai Expressway is taken to verify the method. The results show that the method is simple, widely applicable and easy to computer im- plementation; the main crash factors of mountain expressway are rear end collision and brake failure.
出处 《公路》 北大核心 2013年第8期218-222,共5页 Highway
基金 国家自然科学基金项目 项目批准号51278057
关键词 交通工程 山区高速公路 FCM聚类 事故成因分析 事故多发点 traffie engineering mountain expressway FCM Clustering causes analysis crashprone points
  • 相关文献

参考文献13

  • 1Sung N, Taylor W C, Vincent M. Another Look at I- dentifying Hazardous Locations E R. Washington, D. C. , Transportation Research Board, 2003: 1108- 1127.
  • 2Higle J L, Witk O W. Bayes Identification of Hazard- ous Locations ER. Washington, D.C. , Transporta- tion Research Record. 1998, 342-361.
  • 3Hauer. Empirical Bayes Approach to the Estimation of Unsafety ]-J2. Accident Analysis and Prevention , 1992, 24(5):456-478.
  • 4Ngk S, Hung W T, Wong W G. An Algorithm for Assessing the Risk of Traffic Accident [-J. Journal of Safety Research, 2002, 33:387-410.
  • 5孟祥海,黄宝安,宋春花.事故多发点鉴别及其成因分析[J].交通信息与安全,2009,27(3):108-111. 被引量:12
  • 6姚智胜,邵春福,龙德璐.基于粗糙集理论的路段交通事故多发点成因分析[J].中国安全科学学报,2005,15(12):107-109. 被引量:27
  • 7Cooper P J, Pinili M, Chen W. An Examination of the Crash Involvement Rates of Novice Drivers Aged 16 to 55FJ. Accident Analysis and Prevention, 1995, 27 (1): 89-104.
  • 8Hakker A S, Hocherman I, Menash A. Levels of Safety on Interurban RoadsJ. Transportation Re- search Record, 1996: 95-102.
  • 9李金龙,孙晚华.高速公路交通事故成因分析及对策研究[J].中国安全科学学报,2005,15(1):59-62. 被引量:74
  • 10王福建,俞传正,王海航.灰色关联分析在道路交通事故中的应用[J].中国安全科学学报,2006,16(2):17-21. 被引量:29

二级参考文献30

共引文献137

同被引文献79

引证文献9

二级引证文献33

相关作者

内容加载中请稍等...

相关机构

内容加载中请稍等...

相关主题

内容加载中请稍等...

浏览历史

内容加载中请稍等...
;
使用帮助 返回顶部