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基于轨迹数据的高速公路工作区的车辆碰撞风险评估方法
Wenyun Tang1, Hanbin Wang1, Jianxiao Ma1
1College of Automobile and Traffic Engineering, Nanjing Forestry University, Nanjing, China.
Traffic injury prevention
|March 26, 2025
概括
通过分析碰撞风险,提高高速公路工作区的安全性. 改变车道的车辆和特定的工作区区域显示出更高的风险,受到速度和加速度差异的影响.
科学领域:
- 运输工程 运输工程
- 交通安全分析 交通安全分析
- 风险评估 风险评估
背景情况:
- 高速公路工作区由于交通模式和基础设施的变化而存在独特的安全挑战.
- 在这些动态环境中评估车辆安全对于预防事故至关重要.
研究的目的:
- 通过分析碰撞风险,评估高速公路工作区的车辆安全.
- 为工作区制定一个全面的风险评估方法.
- 识别空间变化和影响碰撞风险的因素.
主要方法:
- 利用无人机 (UAV) 技术获取车辆轨迹数据.
- 雇佣了用于数据提取和流量分析的Tracker软件.
- 开发了一个风险评估模型,评估碰撞的可能性和严重程度.
主要成果:
- 与直行车辆 (0.2-0.4) 相比,改变车道的车辆具有较高的碰撞风险 (0.3-0.5).
- 碰撞风险逐渐从警告 (0.155) 增加到过渡 (0.207) 和缓冲区 (0.252).
- 加速差 (0.698) 和速度差 (0.305) 与碰撞风险有显著的正相关性.
结论:
- 该研究量化了工作区的碰撞风险,突出了高危的区域和行为.
- 这些发现为有针对性的安全改进和在高速公路工程区加强交通管理提供了科学基础.
- 该方法为工作区安全决策提供了宝贵的技术支持.
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