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基于驾驶负荷的山区高速公路长大下坡路段安全性评价模型

林声 刘建蓓 阎莹 罗京 袁振洲

林声, 刘建蓓, 阎莹, 罗京, 袁振洲. 基于驾驶负荷的山区高速公路长大下坡路段安全性评价模型[J]. 交通运输工程学报, 2013, 13(6): 99-106.
引用本文: 林声, 刘建蓓, 阎莹, 罗京, 袁振洲. 基于驾驶负荷的山区高速公路长大下坡路段安全性评价模型[J]. 交通运输工程学报, 2013, 13(6): 99-106.
LIN Sheng, LIU Jian-bei, YAN Ying, LUO Jing, YUAN Zhen-zhou. Safety evaluation model of long-steep downgrade section for montane highway based on driving workload[J]. Journal of Traffic and Transportation Engineering, 2013, 13(6): 99-106.
Citation: LIN Sheng, LIU Jian-bei, YAN Ying, LUO Jing, YUAN Zhen-zhou. Safety evaluation model of long-steep downgrade section for montane highway based on driving workload[J]. Journal of Traffic and Transportation Engineering, 2013, 13(6): 99-106.

基于驾驶负荷的山区高速公路长大下坡路段安全性评价模型

基金项目: 

交通运输部西部交通建设科技项目 2011318490790

中央高校基本科研业务费专项资金项目 CHD2012JC042

中央高校基本科研业务费专项资金项目 2013G1221025

详细信息
    作者简介:

    林声(1972-), 男, 内蒙古通辽人, 北京交通大学工学博士研究生, 从事道路交通安全研究

    袁振洲(1966-), 男, 辽宁朝阳人, 北京交通大学教授, 工学博士

  • 中图分类号: U491.2

Safety evaluation model of long-steep downgrade section for montane highway based on driving workload

More Information
  • 摘要: 分析了已有的驾驶心生理指标与安全性评价方法, 进行了典型山区高速公路连续长大下坡路段实车试验, 采集了22个试验路段27名货车驾驶人的23 549个心率变异性指标。以心率变异性表征驾驶负荷, 建立了关于纵坡坡度、坡长和行车速度的驾驶负荷模型, 确定了长大下坡路段驾驶舒适度的区间范围。基于驾驶负荷的阈值划分范围, 分析了长大下坡路段驾驶负荷与纵坡指标的关系, 并进行了实例验证。验证结果表明: 当车速不大于75km·h-1, 坡度范围在-6%~-3%之间时, 利用建立的模型确定的风险路段包含所有事故多发路段; 确定的高风险路段发生交通事故38起, 确定的较高风险路段发生交通事故11起, 2个路段的死亡人数占总死亡人数的84%。评价结果与实际交通事故分布相吻合, 提出的模型有效。

     

  • 图  1  事故率与驾驶负荷关系

    Figure  1.  Relation of accident rate and driving workload

    图  2  生理检测仪

    Figure  2.  Physiological detector

    图  3  驾驶负荷与纵坡坡度的关系

    Figure  3.  Relationship between driving workload and longitudinal slope degree

    图  4  驾驶负荷与纵坡坡长的关系

    Figure  4.  Relationship between driving workload and longitudinal slope length

    图  5  驾驶负荷舒适度

    Figure  5.  Driving workload comfort level

    图  6  纵断面

    Figure  6.  Vertical section

    图  7  正向驾驶负荷

    Figure  7.  Forward driving workload

    图  8  反向驾驶负荷

    Figure  8.  Reverse driving workload

    表  1  驾驶负荷划分

    Table  1.   Division of driving workloads

    下载: 导出CSV

    表  2  驾驶人信息

    Table  2.   Driver information

    下载: 导出CSV

    表  3  有效样本量

    Table  3.   Effective sample size

    下载: 导出CSV

    表  4  试验数据

    Table  4.   Test data

    下载: 导出CSV

    表  5  坡度和坡长

    Table  5.   Slope degrees and slope lengths

    下载: 导出CSV

    表  6  正向交通事故分布

    Table  6.   Distribution of forward traffic accidents

    下载: 导出CSV

    表  7  反向交通事故分布

    Table  7.   Distribution of reverse traffic accidents

    下载: 导出CSV
  • [1] WAARD D. The measurement of drivers'mental workload[D]. Groningen: University of Groningen, 1996.
    [2] VICTOR T W, HARBLUK J L, ENGSTROM J A. Sensitivity of eye-movement measures to in-vehicle task difficulty[J]. Transportation Research Part F: Traffic Psychology and Behaviour, 2005, 8 (2): 167-190. doi: 10.1016/j.trf.2005.04.014
    [3] MUSA P T. Dynamic driver workload assessment and its implications for highway design and operations[D]. Vancouver: University of British Columbia, 2003.
    [4] CHUNG B J, PARK J B, KIM J Y, et al. A study on analysis methodology of driver's psycho-physiological signal to evaluate road safety level[J]. Journal of the Eastern Asia Society for Transportation Studies, 2003, 5 (10): 2607-2617.
    [5] 潘晓东, 杨轸, 朱照宏. 驾驶员心率和血压变动与山区公路曲线半径关系[J]. 同济大学学报: 自然科学版, 2005, 33 (7): 900-903. doi: 10.3321/j.issn:0253-374X.2005.07.010

    PAN Xiao-dong, YANG Zhen, ZHU Zhao-hong. Relationship between variation of drivers'heart rate and systolic blood pressure and curvature radius of mountainous highways[J]. Journal of Tongji University: Natural Science, 2005, 33 (7): 900-903. (in Chinese). doi: 10.3321/j.issn:0253-374X.2005.07.010
    [6] 张菁, 巨永锋. 快速路交织区交通流模型研究[J]. 中国公路学报, 2011, 24 (5): 89-93. https://www.cnki.com.cn/Article/CJFDTOTAL-ZGGL201105015.htm

    ZHANG Jing, JU Yong-feng. Research on traffic flow model of expressway weaving area[J]. China Journal of Highway and Transport, 2011, 24 (5): 89-93. (in Chinese). https://www.cnki.com.cn/Article/CJFDTOTAL-ZGGL201105015.htm
    [7] 郑柯. 基于驾驶员心理生理反应的高速公路线形研究[D]. 北京: 北京工业大学, 2003.

    ZHENG Ke. Freeway alignment research based on driver's physiological and psychological reaction[D]. Beijing: Beijing University of Technology, 2003. (in Chinese).
    [8] 乔建刚. 基于驾驶员因素的山区双车道公路关键参数研究[D]. 北京: 北京工业大学, 2006.

    QIAO Jian-gang. Study on the key parameter of two-lane highway in mountain area based on driver's factors[D]. Beijing: Beijing University of Technology, 2006. (in Chinese).
    [9] 王书灵. 基于驾驶员心生理反应的山区双车道公路极限坡度坡长研究[D]. 北京: 北京工业大学, 2005.

    WANG Shu-ling. Research of limited slope grade and length of two-lane mountainous highway based on driver's psychological and physiological reflection[D]. Beijing: Beijing University of Technology, 2005. (in Chinese).
    [10] 唐登科. 驾驶员驾车生理、心理反应与道路线形关系的研究[D]. 南京: 东南大学, 2006.

    TANG Deng-ke. Research on the relationship of driver's physiological and mental reaction, and road linetype[D]. Nanjing: Southeast University, 2006. (in Chinese).
    [11] 阎莹, 刘浩学. 山区公路纵坡路段线形指标对驾驶员心理生理影响研究[J]. 武汉理工大学学报: 交通科学与工程版, 2008, 32 (6): 1013-1016. doi: 10.3963/j.issn.2095-3844.2008.06.011

    YAN Ying, LIU Hao-xue. Study on effect of alignment index of longitudinal slop sections of mountain roads on drivers'psychology and physiology[J]. Journal of Wuhan University of Technology: Transportation Science and Engineering, 2008, 32 (6): 1013-1016. (in Chinese). doi: 10.3963/j.issn.2095-3844.2008.06.011
    [12] 曹新涛. 基于驾驶工作负荷的高速公路纵坡路段线形安全评价研究[D]. 北京: 北京工业大学, 2009.

    CAO Xin-tao. Study on safety evaluation of longitudinal highway section alignment based on driving workload[D]. Beijing: Beijing University of Technology, 2009. (in Chinese).
    [13] 廖军洪, 邵春福, 邬洪波, 等. 连续长大下坡心率与线形指标关系模型[J]. 交通运输系统工程与信息, 2012, 12 (4): 184-189. doi: 10.3969/j.issn.1009-6744.2012.04.027

    LIAO Jun-hong, SHAO Chun-fu, WU Hong-bo, et al. Modeling drivers's heart rate and highway alignment relationship on long steep downgrades[J]. Journal of Transportation Systems Engineering and Information Technology, 2012, 12 (4): 184-189. (in Chinese). doi: 10.3969/j.issn.1009-6744.2012.04.027
    [14] 胡江碧, 杨洋, 张美杰. 山区高速公路弯坡组合段安全性评价方法[J]. 中国公路学报, 2010, 23 (增): 89-92. https://www.cnki.com.cn/Article/CJFDTOTAL-ZGGL2010S1018.htm

    HU Jiang-bi, YANG Yang, ZHANG Mei-jie. Safety evaluation method of combination of vertical and horizontal curves for mountainous expressway[J]. China Journal of Highway and Transport, 2010, 23 (S): 89-92. (in Chinese). https://www.cnki.com.cn/Article/CJFDTOTAL-ZGGL2010S1018.htm
    [15] 刘建蓓, 郭忠印, 胡江碧, 等. 公路路线设计安全性评价方法与标准[J]. 中国公路学报, 2010, 23 (增): 28-35. https://www.cnki.com.cn/Article/CJFDTOTAL-ZGGL2010S1007.htm

    LIU Jian-bei, GUO Zhong-yin, HU Jiang-bi, et al. Safety evaluation method and standard of highway alignment design[J]. China Journal of Highway and Transport, 2010, 23 (S): 28-35. (in Chinese). https://www.cnki.com.cn/Article/CJFDTOTAL-ZGGL2010S1007.htm
    [16] 徐进, 罗庆, 毛嘉川, 等. 考虑弯道几何要素和交通量影响的汽车行驶速度预测模型[J]. 中国公路学报, 2012, 25 (5): 47-57. doi: 10.3969/j.issn.1001-7372.2012.05.010

    XU Jin, LUO Qing, MAO Jia-chuan, et al. Speed prediction model of car/truck considering the effect of curve geometric features and traffic volume[J]. China Journal of Highway and Transport, 2012, 25 (5): 47-57. (in Chinese). doi: 10.3969/j.issn.1001-7372.2012.05.010
    [17] BROOKHUIS K A, WAARD D. Monitoring drivers'mental workload in driving simulators using physiological measures[J]. Accident Analysis and Prevention, 2010, 42 (3): 898-903. doi: 10.1016/j.aap.2009.06.001
    [18] JAHN G, OEHME A, KREMS J F, et al. Peripheral detection as a workload measure in driving: effects of traffic complexity and route guidance[J]. Transportation Research Part F: Traffic Psychology and Behaviour, 2005, 8 (3): 255-275. doi: 10.1016/j.trf.2005.04.009
    [19] CAFISO S, GRAZIANO A, CAVA G. Actual driving data analysis for design consistency evaluation[J]. Transportation Research Record, 2005 (1912): 19-30.
    [20] 邵海鹏, 杨雪峰. 面向公路线形评价的驾驶人方向控制模型[J]. 长安大学学报: 自然科学版, 2010, 30 (3): 84-88. https://www.cnki.com.cn/Article/CJFDTOTAL-XAGL201002019.htm

    SHAO Hai-peng, YANG Xue-feng. Modeling of driver direction control for road alignment evaluation[J]. Journal of Chang'an University: Natural Science Edition, 2010, 30 (3): 84-88. (in Chinese). https://www.cnki.com.cn/Article/CJFDTOTAL-XAGL201002019.htm
    [21] 丁光明, 刘浩学, 赵炜华, 等. 高速公路长隧道出口段驾驶人视觉特征变化规律[J]. 长安大学学报: 自然科学版, 2011, 31 (2): 77-80, 85. doi: 10.3969/j.issn.1671-8879.2011.02.017

    DING Guang-ming, LIU Hao-xue, ZHAO Wei-hua, et al. Variation of driver's visual features in expressway tunnel exit[J]. Journal of Chang'an University: Natural Science Edition, 2011, 31 (2): 77-80, 85. (in Chinese). doi: 10.3969/j.issn.1671-8879.2011.02.017
    [22] 赵建有, 何操, 郑明明. 高速公路隧道纵坡对驾驶人心率的影响[J]. 长安大学学报: 自然科学版, 2010, 30 (2): 80-83, 100. doi: 10.3969/j.issn.1671-8879.2010.02.017

    ZHAO Jian-you, HE Cao, ZHENG Ming-ming. Effect of longitudinal slope of tunnel of freeway on heart beat of divers[J]. Journal of Chang'an University: Natural Science Edition, 2010, 30 (2): 80-83, 100. (in Chinese). doi: 10.3969/j.issn.1671-8879.2010.02.017
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出版历程
  • 收稿日期:  2013-07-18
  • 刊出日期:  2013-12-25

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