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Modelling passenger car equivalency at an urban midblock using stream speed as measure of equivalence

机译:使用流速作为等效度量,在城市中间区块对乘用车等效性进行建模

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摘要

The effect of traffic volume and its composition on Passenger Car Equivalency (PCE) of differentvehicle types in a mixed traffic stream is investigated taking an urban mid-block section as the case study.The reduction in stream speed caused by marginal increment in traffic volume by a vehicle type iscompared with that of caused by an old technology car, for the estimation of PCE of that vehicle type. ANeural Network (NN) approach is explored for capturing the underlying non-linear effects of trafficvolume and its composition level on the stream speed. It is found that PCE of a vehicle type varies in anon-linear manner with total traffic volume and compositional share of that vehicle type in the trafficstream. The speed model using NN technique alone could establish the variation of PCE with vehicletype, traffic volume and its composition.
机译:以城市中段为例,研究了交通量及其组成对混合交通流中不同车辆类型的乘用车当量(PCE)的影响。将车辆类型与旧技术汽车引起的类型进行比较,以估算该类型车辆的PCE。探索了一种神经网络(NN)方法来捕获流量的基本非线性影响及其组成水平对流速度的影响。已经发现,车辆类型的PCE以非线性方式随着总交通量和该车辆类型在交通流中的组成份额而变化。仅使用NN技术的速度模型就可以确定PCE随车辆类型,交通量及其组成的变化。

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