Yuan Wei, Fu Rui, Guo Ying-shi, Han Wen-li. Prediction model of death toll resulted from road traffic accidents[J]. Journal of Traffic and Transportation Engineering, 2007, 7(4): 112-116.
Citation: Yuan Wei, Fu Rui, Guo Ying-shi, Han Wen-li. Prediction model of death toll resulted from road traffic accidents[J]. Journal of Traffic and Transportation Engineering, 2007, 7(4): 112-116.

Prediction model of death toll resulted from road traffic accidents

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  • Author Bio:

    Yuan Wei(1975-), male, lecturer, doctoral student of engineering, +86-29-82334722, yuanwei@chd.edu.cn

    Fu Rui(1965-), female, professor, +86-29-82334722, furui@chd.edu.cn

  • Received Date: 2007-01-13
  • Publish Date: 2007-08-25
  • In order to scientifically predict the future traffic safety situation in China, a prediction model of traffic accident death toll was built based on the analysis of evaluation indices and main influence factors of Chinese road traffic safety situation, which several factors were taken as parameters, including motor vehicle amount, population, highway mileage, passengers and goods transport volume, and government policy. According to the model, the annual death toll from 1991 to 2004 was calculated, and the future death toll was predicted.Prediction result shows that the precision of the model is higher, the average predicting error is 3.9%;the predicting values of accident death toll in 2010 and 2020 are 14 ten thousand people and 17 ten thousand people respectively; the turning time is during 2010 to 2015 when the death toll changes from rising to descending.

     

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  • [1] 公安部交通管理局. 中华人民共和国道路交通事故统计资料汇编(1991-2004年)[R]. 北京: 公安部交通管理局, 2005.
    [2]
    Guo Ying-shi, Fu Rui, Yuan Wei, et al. Influences of passage width on driver's dynamic visionand operation behavior[J]. China Journal of Highway and Transport, 2006, 19(5): 83-87. (in Chinese) doi: 10.3321/j.issn:1001-7372.2006.05.015
    [3]
    Wang Fu-jian, Li Tie-qiang, Yu Chuan-zheng. Grey Verhulst predictive model of road traffic accidents[J]. Journal of Traffic and Transportation Engineering, 2006, 6(1): 122-126. (in Chinese) http://transport.chd.edu.cn/article/id/200601026
    [4]
    Guo Ying-shi, Fu Rui, Yang Peng-fei, et al. Numerical simulation and calculation for transient thermal field of drum brake[J]. Journal of Chang an University: Natural Science Edition, 2006, 26(3): 87-90. (in Chinese) https://www.cnki.com.cn/Article/CJFDTOTAL-XAGL200603023.htm
    [5]
    Fu Rui, Liu Hao-xue, Cao Li-ya, et al. Discussion of the policies framework of road traffic safety[J]. Journal of Traffic and Transportation Engineering, 2001, 1(1): 122-126. (in Chinese) http://transport.chd.edu.cn/article/id/200101022
    [6]
    Pei Yu-long, Ding Jian-mei. Outstanding factor method to black spot differentiation[J]. China Journal of Highway and Transport, 2005, 18(3): 99-103. (in Chinese) doi: 10.3321/j.issn:1001-7372.2005.03.020
    [7]
    Pei Yu-long, Cheng Guo-zhu. Research on the relationship between discrete character of speed and traffic accident and speed management of freeway[J]. China Journal of Highway and Transport, 2004, 17(1): 74-78. (in Chinese) https://www.cnki.com.cn/Article/CJFDTOTAL-ZGGL200401018.htm
    [8]
    Lu Feng, Jiang Wen-long, Ma She-qiang. Locations identification of hazardous road[J]. Journal of Chang an University: Natural Science Edition, 2003, 23(1): 87-90. (in Chinese) https://www.cnki.com.cn/Article/CJFDTOTAL-XAGL200301023.htm
    [9]
    Wang Jian-jun, Chen Meng-yue, Wang Can-jun. Developing expressway traffic safety audit[J]. Journal of Chang an University: Natural Science Edition, 2002, 22(3): 55-58. (in Chinese) https://www.cnki.com.cn/Article/CJFDTOTAL-XAGL200203014.htm
    [10]
    Cheng Yi. Frequently-used prediction method and evaluation summary[J]. Journal of Sichuan Normal University: Natural Science, 2002, 25(1): 70-73. (in Chinese) https://www.cnki.com.cn/Article/CJFDTOTAL-SCSD200201020.htm
    [11]
    Hong D, Lee Y, KimJ, et al. Development of traffic accident prediction models by traffic and road characteristics in urban areas[C]∥Satoh K. Proceedings of the Eastern Asia Societyfor Transportation Studies. Bangkok: EASTS, 2005: 2046-2061.
    [12]
    Qiao Xiang-ming, Xu An, Shu Wei. Developing tendency forecast of road traffic accident in China[J]. Journal of Chang an University: Natural Science Edition, 2004, 24(6): 64-66. (in Chinese) https://www.cnki.com.cn/Article/CJFDTOTAL-XAGL200406016.htm
    [13]
    Guo Ying-shi, Yuan Wei, Fu Rui. Road safety audit(RSA)andits application in existing road[J]. Journal of Chang an University: Natural Science Edition, 2005, 25(4): 56-58. (in Chinese) doi: 10.3321/j.issn:1671-8879.2005.04.014
    [14]
    Guo Ying-shi, Yuan Wei, Fu Rui. Research on characteristics of assessment indexes for road safety[J]. Journal of Highway and Transportation Research and Development, 2006, 23(5): 102-104. (in Chinese) https://www.cnki.com.cn/Article/CJFDTOTAL-GLJK200605025.htm
    [15] 中国统计年鉴编辑部. 中国统计年鉴(1991-2004)[R]. 北京: 中国统计出版社, 2004.
    [16] 中国交通年鉴编辑部. 中国交通年鉴(1991-2004)[R]. 北京: 中国交通年鉴社, 2005.
    [17]
    Chen Bin. Freeway accident detection model based on support vector machine[J]. China Journal of Highway and Transport, 2006, 19(6): 107-112. (in Chinese) https://www.cnki.com.cn/Article/CJFDTOTAL-ZGGL200606020.htm

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