Volume 39 Issue 4
Aug.  2021
Turn off MathJax
Article Contents
WU Yanxia, LIU Jian, HUANG Shuai, QIAO Jian-gang. Influences of Longitudinal Slopes of Highways on Drivers' Heart Rate and Driving Speeds on Rainy Days[J]. Journal of Transport Information and Safety, 2021, 39(4): 35-42. doi: 10.3963/j.jssn.1674-4861.2021.04.005
Citation: WU Yanxia, LIU Jian, HUANG Shuai, QIAO Jian-gang. Influences of Longitudinal Slopes of Highways on Drivers' Heart Rate and Driving Speeds on Rainy Days[J]. Journal of Transport Information and Safety, 2021, 39(4): 35-42. doi: 10.3963/j.jssn.1674-4861.2021.04.005

Influences of Longitudinal Slopes of Highways on Drivers' Heart Rate and Driving Speeds on Rainy Days

doi: 10.3963/j.jssn.1674-4861.2021.04.005
  • Received Date: 2020-06-17
  • The quantitative relationships between longitudinal gradients and driving speeds and those between longitudinal gradients and drivers' heart rate growth rate(HRGR)are studied under sunny and rainy weather. Basic data is collected through a field driving test to extract feature parameters for data fusion. Other factors are unchanged to compare similarities and differences between the vehicle speeds and the drivers' HRGR on sunny and rainy days. Based on these, this study feature points of the longitudinal slope section are determined. Four quantitative models are established by analyzing the performance rules of drivers' HRGR and driving speeds on sunny and rainy days. These four models are the relationships between driving speeds and slope gradients on sunny and rainy days and those between drivers' HRGR and slope gradients. The results show that under the same road conditions, the change trends of drivers' HRGR and driving speeds on sunny and rainy days are the same. However, the drivers' HRGR on rainy days changes more greatly, with more deceleration. With the increased gradient range [1.0, 4.0%], the drivers' HRGR satisfy the exponential growth model in the downhill section and the logarithmic growth model in the uphill section. The driving speeds show a negative exponential decline in the uphill section. In the downhill section, the driving speeds satisfy the exponential growth on sunny days. On rainy days, the quadratic polynomial of the relationship first increases and then decreases.

     

  • loading
  • [1]
    李显生, 付坤. 驾驶员生理状态对驾驶行为差错的影响[J]. 吉林大学学报(工学版), 2012, 42(增刊1): 161-165. https://www.cnki.com.cn/Article/CJFDTOTAL-JLGY2012S1036.htm

    LI Xiansheng, FU Kun. Effect analysis of drivers'physiological states causing their behavior errors during driving[J]. Journal of Jilin University(Engineering and Technology Edition), 2012, 42(S1): 161-165. (in Chinese). https://www.cnki.com.cn/Article/CJFDTOTAL-JLGY2012S1036.htm
    [2]
    U. S. Department of Transportation Federal Highway Administration. How weather events affect roads[R/OL]. (2020-02-21)[2021-07-30]. https://ops.fhwa.dot.gov/Weather/q1_roadimpact.htm.
    [3]
    ALI Q, YASEEN M R, KHAN M T I. The causality of road traffic fatalities with its determinants in upper middle income countries: A continent-wide comparison[J]. Transportation Research Part A: Policy and Practice, 2019(119): 301-312. http://www.onacademic.com/detail/journal_1000041595255499_615f.html
    [4]
    YUAN L Y, LAM W H K, CHEN B Y. Effects of rainfall intensity on traffic crashes in Hong Kong[J]. Transport, 2014, 167(5): 343-350. http://or.nsfc.gov.cn/bitstream/00001903-5/253175/1/1000008730766.pdf
    [5]
    JACKSON T L, SHARIF H O. Rainfall impacts on traffic safety: rain-related fatal crashes in Texas[J]. Geomatics, Natural Hazards and Risk, 2016, 7(2): 843-860. doi: 10.1080/19475705.2014.984246
    [6]
    JUNG S, QIN X, NOYCE D A. Injury severity of multivehicle crash in rainy weather[C]. Transportation Research Board 89th Annual Meeting, Washington, D. C., USA: TRB, 2010.
    [7]
    李长城, 刘小明, 荣建. 降雨条件下高速公路车辆行驶速度特性[J]. 北京工业大学学报, 2015, 41(3): 412-418. https://www.cnki.com.cn/Article/CJFDTOTAL-BJGD201503014.htm

    LI Changcheng, LIU Xiaoming, RONG Jian. Characteristics of vehicle speed for expresswayunder rain weather condition[J]. Journal of Beijing University of Technology, 2015, 41(3): 412-418. (in Chinese). https://www.cnki.com.cn/Article/CJFDTOTAL-BJGD201503014.htm
    [8]
    LI J, LAM W H K, LI X. Modeling the effects of rainfall intensity on the heteroscedastic traffic speed dispersion on urban roads[J]. Journal of Transportation Engineering, 2016, 142(6): 05016002. doi: 10.1061/(ASCE)TE.1943-5436.0000833
    [9]
    张存保, 万平, 梅朝辉, 等. 雨天环境下高速公路交通流特性及模型研究[J]. 武汉理工大学学报, 2013, 35(3): 63-67. doi: 10.3963/j.issn.1671-4431.2013.03.013

    ZHANG Cunbao, WAN Ping, MEI Chaohui, et al. Traffic flow characteristics and models of freeway under rain weather[J]. Journal of Wuhan University of Technology, 2013, 35(3): 63-67. (in Chinese). doi: 10.3963/j.issn.1671-4431.2013.03.013
    [10]
    赵晓华, 任贵超, 陈晨, 等. 不良天气下驾驶行为研究综述[J]. 交通信息与安全, 2017, 35(5): 70-75+98. doi: 10.3963/j.issn.1674-4861.2017.05.009

    ZHAO Xiaohua, REN Guichao, CHEN Chen, et al. A review on driving behavior under adverse weather conditions[J]. Journal of Transport Information and Safety, 2017, 35(5): 70-75+98. (in Chinese). doi: 10.3963/j.issn.1674-4861.2017.05.009
    [11]
    赵亮, 刘浩学, 王磊, 等. 恶劣天气下驾驶人生理反应与行车安全关系[J]. 中国公路学报, 2016, 29(11): 147-152. doi: 10.3969/j.issn.1001-7372.2016.11.019

    ZHAO Liang, LIU Haoxue, WANG Lei, et al. Relationship between driver's physiological reaction and driving safety in bad weather[J]. China Journal of Highway and Transport, 2016, 29(11): 147-152. (in Chinese). doi: 10.3969/j.issn.1001-7372.2016.11.019
    [12]
    DHALIWAL S S, WU X, THAI J, et al. Effects of rain on freeway traffic in Southern California[J]. Transportation Research Record, 2017(1): 69-80.
    [13]
    张卫华, 颜冉, 冯忠祥, 等. 雨天高速公路车辆换道模型研究[J]. 物理学报, 2016, 65(6): 188-196. https://www.cnki.com.cn/Article/CJFDTOTAL-WLXB201606025.htm

    ZHANG Weihua, YAN Ran, FENG Zhongxiang, et al. Study of highway lane-changing model under rain weather[J]. Acta Physica Sinica, 2016, 65(6): 188-196. (in Chinese). https://www.cnki.com.cn/Article/CJFDTOTAL-WLXB201606025.htm
    [14]
    黄兆国, 过秀成, 贾亮. 基于随机森林的雨天车辆跟驰风险行为研究[J]. 交通信息与安全, 2020, 38(1): 27-34. https://www.cnki.com.cn/Article/CJFDTOTAL-JTJS202001007.htm

    HUANG Zhaoguo, GUO Xiucheng, JIA Liang. Car-following risk behavior in rainy weather based on random forest[J]. Journal of Transport Information and Safety, 2020, 38(1): 27-34. (in Chinese). https://www.cnki.com.cn/Article/CJFDTOTAL-JTJS202001007.htm
    [15]
    乔建刚, 吴艳霞, 张雪洁. 基于"移动水坝"的高速公路雨天行车安全性研究[J]. 中国公路学报, 2018, 31(4): 304-311. https://www.cnki.com.cn/Article/CJFDTOTAL-ZGGL201804036.htm

    QIAO Jiangang, WU Yanxia, ZHANG Xuejie. Traffic safety of rainy day expressway with"Moving Dam"[J]. China Journal of Highway and Transport, 2018, 31(4): 304-311. (in Chinese). https://www.cnki.com.cn/Article/CJFDTOTAL-ZGGL201804036.htm
    [16]
    DAS S, SUN X. Investigating the pattern of traffic crashes under rainy weather by association rules in data mining[C]. Transportation Research Board 93thAnnual Meeting. Washington, D. C., USA: TRB, 2014.
    [17]
    JUNG S, JANG K, YOON Y, et al. Contributing factors to vehicle to vehicle crash frequency and severity under rainfall[J]. Journal of Safety Research, 2014, 50(2): 1-10. http://daneshyari.com/article/preview/587301.pdf
    [18]
    中华人民共和国交通运输部. 公路项目安全性评价规范: JTG B05-2015[S]. 北京: 人民交通出版社, 2016. Ministry of Transport of the People's Republic of China. Specifications for highway safety audit: JTG B05-2015[S]. Beijing: China Communications Press, 2016. (in Chinese).
    [19]
    QIAO Jian'gang, WU Yanxia, QIAO Jing, et al. Highway uphill section driving characteristics and driver's psychophysiology performance[C]. Transportation Research Board 99thAnnual Meeting, Washington, D. C., USA: TRB, 2020.
  • 加载中

Catalog

    通讯作者: 陈斌, bchen63@163.com
    • 1. 

      沈阳化工大学材料科学与工程学院 沈阳 110142

    1. 本站搜索
    2. 百度学术搜索
    3. 万方数据库搜索
    4. CNKI搜索

    Figures(8)  / Tables(2)

    Article Metrics

    Article views (597) PDF downloads(25) Cited by()
    Proportional views
    Related

    /

    DownLoad:  Full-Size Img  PowerPoint
    Return
    Return