基于安全风险的恶劣天气下高速公路建议车速确定方法
作者:
作者单位:

1.同济大学 道路与交通工程教育部重点实验室,上海 201804;2.中国民航科学技术研究院,北京 100028

作者简介:

吴兵(1960—),男,教授,博士生导师,工学博士,主要研究方向为交通控制、交通拥挤管理。E-mail: wubing@tongji.edu.cn

通讯作者:

王艳丽(1985—),女,工程师,工学博士,主要研究方向为交通运输规划与管理。E-mail: wangyanli@tongji.edu.cn

中图分类号:

U491

基金项目:

上海市科学技术委员会科研计划项目(18DZ1200200)


Determination of Freeway Recommended Speed Based on Safety Risk Under Adverse Weather Conditions
Author:
Affiliation:

1.Key Laboratory of Road and Traffic Engineering of the Ministry of Education, Tongji University, Shanghai 201804, China;2.China Academy of Civil Aviation Science and Technology, Beijing 100028, China

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    摘要:

    为了提高恶劣天气下高速公路交通安全水平,实施更加科学有效的高速公路车速管理策略,提出了基于安全风险的恶劣天气下高速公路建议车速确定方法。综合考虑交通安全风险影响因素,基于贝叶斯Logistic回归建立交通风险评估模型,利用模糊C-均值聚类算法进行交通风险等级划分并得到了风险阈值。在此基础上提出了不同天气条件下安全车速的两步计算方法,即先根据交通风险分布,在风险小于阈值的交通流状态中选取车辆运行速度的第85 %位车速作为初定安全行驶车速,后利用停车视距原理进行修正,最终得到恶劣天气下高速公路建议车速。并以G15沈海高速(上海段)为例,展示了计算方法,给出了雾天不同能见度条件下高速公路建议车速取值。

    Abstract:

    To improve the safety of freeway traffic in adverse weather, a method for determining the freeway recommended speed under adverse weather based on safety risk is proposed. Considering the influencing factors of traffic safety risk, a traffic risk assessment model is established based on Bayesian logistic regression, while the fuzzy C-means clustering algorithm is used to classify the traffic risk and obtain the risk threshold. A two-step calculation method for safe vehicle speed under different weather conditions is proposed. Firstly, the 85 %th vehicle speed of the vehicle running speed in the traffic flow state where the risk is less than the threshold is selected as the initial safe driving speed. Then, the principle of parking line of sight is used to correct the speed, in order to obtain the final recommended speed of the freeway in adverse weather. Taking G15 Shenhai Expressway (Shanghai section) as an example, the recommended speed of the freeway under different visibility conditions in foggy days is given.

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吴兵,翟犇,卢建涛,王艳丽.基于安全风险的恶劣天气下高速公路建议车速确定方法[J].同济大学学报(自然科学版),2020,48(11):1570~1578

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  • 收稿日期:2019-12-04
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  • 在线发布日期: 2020-12-01
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