自适应交通信号控制系统的碰撞修正因子估计

Jiaqi Ma, M. Fontaine, Fang Zhou, Jia Hu, David K. Hale, Michael O. Clements
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引用次数: 20

摘要

摘要自适应交通信号控制(ATSC)是一种根据观察到的交通需求改变或调整交通信号配时的交通管理策略。虽然ATSC可以提高机动性,但它也有减少事故的潜力,因为干线停车次数应该减少。本文旨在利用经验贝叶斯方法评价ATSC的安全有效性。该分析使用235个站点年的数据和66个站点年的数据,检查了弗吉尼亚州部署了ATSC的47个城市或郊区十字路口。安装ATSC后,交叉口总碰撞的碰撞修正因子(CMF)为0.83,标准误差为0.05。该CMF在95%的置信水平上具有统计学意义。致命和伤害事故在统计上没有显著的变化,这表明ATSC的主要安全效益是减少了财产损失事故。按事故类型、交通量水平和运营情况分析ATSC的安全效应。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Estimation of Crash Modification Factors for an Adaptive Traffic-Signal Control System
AbstractAdaptive traffic-signal control (ATSC) is a traffic management strategy in which traffic-signal timings change, or adapt, based on observed traffic demand. Although ATSC can improve mobility, it also has the potential to reduce crashes because mainline stops should be reduced. This paper aims to evaluate the safety effectiveness of ATSC using the empirical Bayes method. This analysis examines 47 urban or suburban intersections where ATSC was deployed in Virginia using 235 site-years of before data and 66 site-years of after data. Installing ATSC was found to produce a crash modification factor (CMF) for total intersection crashes of 0.83 with a standard error of 0.05. This CMF was statistically significant at a 95 percent confidence level. Fatal and injury crashes did not change by a statistically significant amount, indicating that the primary safety benefit of ATSC was reduction in property damage crashes. Analyses of ATSC safety effects by crash type, by traffic volume level, and by operational...
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