超限超载车辆溯源算法

超限超载车辆溯源算法基于货运车辆的轨迹数据，通过整合非现场检测点、源头企业、公路超限检测站、高速出入口等站点的称重记录及车辆GPS轨迹，精准溯源超限车辆的装载地、卸货地，并分析车辆行驶规律。算法利用数据清洗、站点权重计算、轨迹匹配及车辆停驻分析等技术，提高溯源的准确性和可靠性。该算法可应用于治超执法、货运监管及交通规划，为政府部门提供科学依据，提高监管效率，减少超限运输对公路设施的损害。

The over-limit and overloaded vehicle traceability algorithm is based on the trajectory data of freight vehicles. By integrating weighing records from multiple sites including non-off-site detection points, source enterprises, highway over-limit detection stations, and expressway entrances and exits, as well as vehicle GPS trajectories, it can accurately trace the loading and unloading locations of over-limit vehicles and analyze the vehicle travel patterns. The algorithm adopts technologies such as data cleaning, site weight calculation, trajectory matching, and vehicle stopover analysis to improve the accuracy and reliability of traceability. This algorithm can be applied to over-limit transportation law enforcement, freight supervision, and transportation planning, providing scientific basis for government departments, improving supervision efficiency, and reducing the damage caused by over-limit transportation to highway infrastructure.

搜集汇总

背景与挑战

背景概述

该数据集基于货运车辆的轨迹数据，整合多种站点的称重记录及GPS轨迹，用于精准溯源超限车辆的装载地和卸货地，并分析车辆行驶规律。算法应用于治超执法、货运监管及交通规划，提高监管效率并减少公路设施损害。数据覆盖湖南省，实时更新，存储大小为66 TB。