交通流的能耗问题和分岔分析
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国家自然科学基金项目(11872003),北方工业大学 “特色学科建设”项目(107051360019XN137/002) 及北京市教委基本科研项目(110052971921/102) 资助


Energy consumption and bifurcation analysis of traffic flow
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    摘要:

    交通流模型的分岔现象,涉及复杂的动力学特征且研究较少.因此,提出了一个最优速度模型来研究驾驶员记忆对驾驶行为和燃料消耗的影响.利用非线性动力学,分析和预测了复杂的交通现象.运用双参数分岔、单参数分岔等分析方法,得到了BT分岔、尖分岔(CP)、鞍结分岔(LP)、Hopf分岔(H) 等不同分岔结构.选择Hopf分岔和鞍结分岔作为密度演化的起点,描述了均匀流、稳定和不稳定的拥挤流以及走走停停等动力学现象.数值模拟了能源消耗在分岔点附近的变化特征.结果表明,当考虑分岔的影响时,既能发现燃料消耗规律,又能为合理控制能耗提供一定的理论依据.

    Abstract:

    The bifurcation phenomenon of traffic flow model involves complex dynamic characteristics and is rarely studied.Therefore, an optimal velocity model is proposed to study the effects of driver’s memory on driving behavior and fuel consumption.The complex traffic phenomenon is analyzed and predicted by nonlinear dynamics.We obtain Hopf (H) bifurcation, saddle-node (LP) bifurcation, cusp (CP) bifurcation and Bogdanov-Taken (BT) bifurcation by using two-parameter bifurcation and single-parameter bifurcation methods.Hopf bifurcation and saddle-node bifurcation are selected as the starting point of density evolution to describe the dynamic phenomena of uniform flow, stable and unstable crowded flow and stop-and-go.The variation characteristics of energy consumption near bifurcation are simulated numerically.The results show that characteristic of fuel consumption can be found by considering the influence of bifurcation, which can also provide some theoretical guidelines for a rational control of energy consumption.

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范爽爽,段利霞,刘丹阳.交通流的能耗问题和分岔分析[J].动力学与控制学报,2023,21(1):60~71; Fan Shuangshuang, Duan Lixia, Liu Danyang. Energy consumption and bifurcation analysis of traffic flow[J]. Journal of Dynamics and Control,2023,21(1):60-71.

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  • 收稿日期:2021-09-24
  • 最后修改日期:2021-11-06
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  • 在线发布日期: 2023-02-18
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