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Fluid-dynamical and microscopic description of traffic flow: a data-driven comparison

机译:交通流的流体动力学和微观描述:数据驱动的比较

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摘要

A lot of work has been done to compare traffic flow models with reality; so far, this has been done separately for microscopic as well as for fluid-dynamical models of traffic flow. \ud\udThis paper compares directly the performance of both types of models to real data. The results indicate, that microscopic models on average seem to have a tiny advantage over fluid-dynamical models, however one may admit that for most applications the differences between the two are small. \ud\udFurthermore, the relaxation time of the fluid-dynamical models turns out to be fairly small, of the order of two seconds, and are comparable with the results for the microscopic models. This indicates that the second order terms are weak, however, the calibration results indicate that the speed equation is in fact important and improves the calibration results of the models.
机译:为了将交通流模型与实际情况进行比较,已经做了很多工作。到目前为止,这已经分别针对微观和交通流的流体动力学模型完成了。 \ ud \ ud本文将两种类型的模型的性能直接与实际数据进行比较。结果表明,平均而言,微观模型似乎比流体动力学模型具有微小的优势,但是可以承认,对于大多数应用而言,两者之间的差异很小。此外,流体动力学模型的弛豫时间非常短,大​​约为2秒,并且与微观模型的结果相当。这表明二阶项很弱,但是,校准结果表明速度方程实际上很重要,并且可以改善模型的校准结果。

著录项

  • 作者

    Wagner, Peter;

  • 作者单位
  • 年度 2010
  • 总页数
  • 原文格式 PDF
  • 正文语种 {"code":"en","name":"English","id":9}
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