基于碰撞风险力指标的交叉路口后端冲突的安全风险评估
Chengkun Liu1, Tao Wang2,3, Shiyi Chen3
1School of Information and Communication, Guilin University of Electronic Technology, Guilin, China.
概括
研究人员开发了一种新的碰撞风险力指标,用于预测后端事故. 该方法准确地估计了每年事故发生的频率,为十字路口提供了宝贵的安全评估工具.
科学领域:
- 交通安全工程 交通安全工程
- 道路使用者行为分析分析
- 事故风险评估 事故风险评估
背景情况:
- 尾部冲突是道路交通事故的重要原因之一.
- 评估后端冲突风险的现有方法存在局限性.
- 了解驾驶员,车辆和环境因素的相互作用对于改善道路安全至关重要.
研究的目的:
- 引入一种新的碰撞风险力指标,用于评估后端冲突风险.
- 开发指标的校准方法,使用驾驶员属性,车辆特征和环境因素.
- 为了验证指标对年度平均事故频率的预测准确度.
主要方法:
- 基于道路使用者安全现场理论构建了碰撞风险力指标.
- 分析了影响风险的驾驶员属性,车辆特征和道路环境因素.
- 使用历史事故数据和高峰超过值 (POT) 模型对指标进行校准.
- 将校准指标应用于来自吉林市十字路口的车辆轨迹数据.
主要成果:
- 碰撞风险力指标准确地预测了每年后端事故的频率.
- 预测的事故频率与实际事故的95%波桑置信区间保持一致.
- 校准指标在评估交叉路口安全风险的后端冲突方面证明是有效的.
结论:
- 新型碰撞风险力指标提供了一种可靠的,非基于事故的方法来评估后端冲突安全性.
- 该方法为交通安全管理和主动降低风险提供了有价值的工具.
- 进一步应用该指标可以提高全球道路交叉路口的安全性.
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