提高工作区的安全性:速度反对驾驶行为的影响
Pawan Neupane1, Diwas Thapa1, Sabyasachee Mishra1
1Department of Civil Engineering, University of Memphis, Memphis, TN 38152, United States.
Journal of safety research
|December 3, 2025
概括
超过75%的司机在工作区超速行驶. 动态速度反系统有效地减少了超速,高阶违规减少了51%.
科学领域:
- 运输工程 运输工程
- 交通安全研究 交通安全研究
- 驾驶过程中的人类因素
背景情况:
- 工作区对道路基础设施至关重要,但是高风险撞车区域,特别是在后方碰撞.
- 超速是工作区活动区域内车祸的主要原因之一.
- 了解工作区的驾驶员行为,特别是超速驾驶,对于提高安全至关重要.
研究的目的:
- 分析工作区活动区域中的超速行为.
- 根据各种反机制,评估驾驶员遵守公布的速度限制.
- 确定有效的策略,以减轻施工区的超速.
主要方法:
- 为了分析速度违规行为,采用了通用订制逻辑模型.
- 在8英里州际工作区使用YOLO和ByteTrack算法使用计算机视觉监控车辆的速度.
- 在田纳西州罗伯逊县的I-65工作区收集了数据,这是在车道增加项目期间.
主要成果:
- 超过75%的司机在没有反的情况下在工作区超过了 posted 速度限制.
- 超速在内部车道,周末和阳光明的天气条件下更为普遍.
- 一个动态的速度反系统被证明是最有效的,减少了51%的更高阶速度违规.
结论:
- 反系统对于阻止工作区的超速行为至关重要.
- 实施动态速度反可以显著提高工作区的安全性.
- 需要有针对性的干预措施来解决导致超速驾驶的具体情况.
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