中文

商业 motor vehicle 安全执法仪表盘的开发与实际应用

计算工程、金融与科学 2025-07-10 v1

摘要

商业 motor vehicle(CMV)安全对于交通管理和公共安全至关重要。CMV account for numerous traffic incidents, so monitoring CMV safety and safety inspections is essential for ensuring safe and efficient highway movement. 本文介绍了在马里兰州警察(Maryland State Police, MSP)、马里兰州交通部 - state highway administration(MDOT - SHA)以及联邦 motor carrier safety administration(FMCSA)面向 CMV 安全执法专业人士的指导下开发和实际应用的 CMV 仪表盘,以 enable intuitive and efficient analysis of CMV safety performance measures。首先,三个 CMV 安全仪表盘 enable CMV 安全专业人士识别 history of safety performance issues 的 site。一个补充仪表盘自动分析 CMV 执法 initiative 使用相同的 performance measures。这些 performance measures 基于 CMV probe vehicle speeds、来自 Truck Weigh and Inspection Stations(TWIS)的检查/引用数据、巡逻执法以及 Virtual Weigh Stations(VWS)。作者与 MSP 合作,识别了 I-81 在马里兰州的一个 portion 易于 improve from targeted CMV enforcement。补充的执法评估仪表盘用于 evaluate enforcement 的 impact,包括 post-enforcement halo effect。post-enforcement evaluation 的结果 mixed,indicating a need for more fine-grained citation data。

关键词

引用

@article{arxiv.2507.06351,
  title  = {Development and Real-World Application of Commercial Motor Vehicle Safety Enforcement Dashboards},
  author = {Dhairya Parekh and Mark L. Franz Ph. D and Sara Zahedian Ph. D and Narjes Shayesteh},
  journal= {arXiv preprint arXiv:2507.06351},
  year   = {2025}
}

备注

Presented at Transportation Research Board Annual Meeting 2025. Presentation number: TRBAM-25-04350