Characterization of the convective instability of the Aw-Rascle-Zhang model via spectral analysis

Francois Belletti, M. Huo, X. Litrico, A. Bayen
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引用次数: 2

Abstract

This article starts from the classical Aw-Rascle-Zhang (ARZ) model for freeway traffic and develops a spectral analysis of its linearized version. A counterpart to the Froude number in hydrodynamics is defined that enables a classification of the nature of vehicle traffic flow using the explicit solution resulting from the analysis. We prove that our linearization about an equilibrium is stable for congested regimes and convective-unstable otherwise. NGSIM data for congested traffic trajectories is used to compare the linearized model's predictions with actual macroscopic behavior of traffic. The model is shown to achieve good accuracy for speed and flow. In particular, it replicates the propagation of boundary conditions' oscillations into the interior resolution domain of the PDE under study.
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用谱分析表征Aw-Rascle-Zhang模式的对流不稳定性
本文从高速公路交通的经典Aw-Rascle-Zhang (ARZ)模型出发,对其线性化版本进行了谱分析。定义了一个与流体力学中的弗劳德数相对应的数,可以使用分析得出的显式解决方案对车辆交通流的性质进行分类。我们证明了平衡的线性化对于拥挤区域是稳定的,对于其他区域是对流不稳定的。NGSIM拥堵交通轨迹数据用于比较线性化模型的预测与实际宏观交通行为。结果表明,该模型在速度和流量方面具有较好的精度。特别是,它将边界条件振荡的传播复制到所研究的PDE的内部分辨率域中。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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