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Three-phase traffic theory and two-phase models with a fundamental diagram in the light of empirical stylized facts

机译:根据经验性事实,基于基本图的三相交通理论和两阶段模型

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摘要

Despite the availability of large empirical data sets and the long history of traffic modeling, the theory of traffic congestion on freeways is still highly controversial. In this contribution, we compare Kerner's three-phase traffic theory with the phase diagram approach for traffic models with a fundamental diagram. We discuss the inconsistent use of the term "traffic phase" and show that patterns demanded by three-phase traffic theory can be reproduced with simple two-phase models, if the model parameters are suitably specified and factors characteristic for real traffic flows are considered, such as effects of noise or heterogeneity or the actual freeway design (e.g. combinations of off- and on-ramps). Conversely, we demonstrate that models created to reproduce three-phase traffic theory create similar spatiotemporal traffic states and associated phase diagrams, no matter whether the parameters imply a fundamental diagram in equilibrium or non-unique flow-density relationships. In conclusion, there are different ways of reproducing the empirical stylized facts of spatiotemporal congestion patterns summarized in this contribution, and it appears possible to overcome the controversy by a more precise definition of the scientific terms and a more careful comparison of models and data, considering effects of the measurement process and the right level of detail in the traffic model used.
机译:尽管有大量的经验数据集和悠久的交通模型历史,但高速公路上的交通拥堵理论仍然存在很大争议。在此贡献中,我们将Kerner的三相交通理论与具有基本图的交通模型的相图方法进行了比较。我们讨论了“交通阶段”一词的不一致用法,并表明,只要适当指定模型参数并考虑实际交通流量的特征因素,就可以使用简单的两阶段模型来再现三相交通理论所要求的模式,例如噪音或异质性的影响或实际的高速公路设计(例如坡道和坡道的组合)。相反,我们证明,为重现三相交通理论而创建的模型会创建类似的时空交通状态和相关的相图,无论参数是否暗示处于平衡或非唯一流量密度关系的基本图。总之,有多种方法可以再现此贡献中总结的时空拥塞模式的经验性程式化事实,并且考虑到科学术语的更精确定义以及模型和数据的更仔细比较,似乎有可能克服这一争议测量过程的影响以及所使用的流量模型中适当的详细程度。

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