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Analysis of Traffic Conditions in Urban Region Based on Data from Fixed Detectors

机译:基于固定探测器数据的城市交通状况分析

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To evaluate traffic conditions in an urban region, the average travel speed in the street network and the average traffic flow per lane are selected as indexes. The results for identifying traffic conditions are obtained using macroscopic fundamental diagram. Because of the difficulty of collecting the traffic parameter of travel speed from widely distributed fixed detectors directly, in this paper, the relationship between average travel speed and queue lengths at signalized intersections within the urban area is established based on an equivalent assumption. Finally, the average travel speed estimation model proposed in this paper is tested with microscopic simulation platform, and the results showed that the average travel speed estimation model performed well with satisfactory accuracy. In addition, the best performance of the network efficiency can be identified based on the reflections of macroscopic fundamental diagram, and the evaluation system is simple enough for application in engineering. Therefore, the result is instructive both for generating traffic control strategies and for making route choices.
机译:为了评估城市地区的交通状况,选择街道网络中的平均行驶速度和每条车道的平均交通流量作为指标。使用宏观基本图获得识别交通状况的结果。由于难以直接从分布广泛的固定检测器中收集行进速度的交通参数,因此,基于等效假设,建立了市区内信号交叉口的平均行进速度与队列长度之间的关系。最后,本文提出的平均行驶速度估计模型在微观仿真平台上进行了测试,结果表明平均行驶速度估计模型具有良好的精度。此外,可以基于宏观基础图的反映来确定最佳的网络效率性能,并且评估系统足够简单,可以在工程中应用。因此,该结果对于产生交通控制策略和选择路线都具有指导意义。

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