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Modeling of speed distribution for mixed bicycle traffic flow:

机译:混合自行车交通流速度分布建模:

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Speed is a fundamental measure of traffic performance for highway systems. There were lots of results for the speed characteristics of motorized vehicles. In this article, we studied the speed distribution for mixed bicycle traffic which was ignored in the past. Field speed data were collected from Hangzhou, China, under different survey sites, traffic conditions, and percentages of electric bicycle. The statistics results of field data show that the total mean speed of electric bicycles is 17.09?km/h, 3.63?km/h faster and 27.0% higher than that of regular bicycles. Normal, log-normal, gamma, and Weibull distribution models were used for testing speed data. The results of goodness-of-fit hypothesis tests imply that the log-normal and Weibull model can fit the field data very well. Then, the relationships between mean speed and electric bicycle proportions were proposed using linear regression models, and the mean speed for purely electric bicycles or regular bicycles can be obtained. The findings of this ...
机译:速度是高速公路系统交通性能的基本指标。机动车辆的速度特性有很多结果。在本文中,我们研究了过去被忽略的混合自行车交通速度分布。在不同的调查地点,交通状况和电动自行车的百分比下,从中国杭州收集了场速数据。现场数据统计结果表明,电动自行车的总平均速度比普通自行车提高了17.09?km / h,提高了3.63?km / h,提高了27.0%。正态,对数正态,伽玛和威布尔分布模型用于测试速度数据。拟合优度假设检验的结果表明,对数正态和Weibull模型可以很好地拟合现场数据。然后,使用线性回归模型提出了平均速度与电动自行车比例之间的关系,并且可以获得纯电动自行车或普通自行车的平均速度。这个发现...

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