Hartman-Grossman Hopf bifurcation control for traffic flow modelling of curves

IF 2.3 3区 物理与天体物理 Q2 PHYSICS, MULTIDISCIPLINARY
WenHuan Ai, Xin Yang, GuoAo Li, YongHao Yang
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Abstract

Bifurcation analysis of the stochastic behaviour of complex traffic flow systems can provide an in-depth understanding of the causes of various traffic phenomena, while bifurcation control on the basis of bifurcation analysis can effectively alleviate traffic congestion. In this paper, we firstly introduces an extended Aw-Rascle model considering the bend factor, and convert it into a traffic flow stability model suitable for bifurcation analysis. Then the macro traffic flow model of this curve is subjected to bifurcation analysis, and its stability conditions and the existence conditions of various types of bifurcations are derived, and the changes of trajectories near the equilibrium point and their corresponding traffic phenomena are described by the phase plane diagram. Finally, the bifurcation characteristics of the system are modified by the design of the feedback controller, such that the bifurcations appearing at the equilibrium point in the control system are shifted forward, backward, or disappeared, so that the effect of preventing or alleviating traffic congestion can be achieved. It is shown that the controlled system model can be adjusted by adjusting the values of the controller parameters to achieve the bifurcation point forward and backward, so that the unstable bifurcation point disappears, and to control the amplitude of the limit cycle formed by the Hopf bifurcation to control the stability of the system, and thus the bifurcation in the curved roadway traffic flow model provides a decision support for the traffic management.
交通流曲线建模的Hartman-Grossman Hopf分岔控制
分岔分析复杂交通流系统的随机行为,可以深入了解各种交通现象的成因,而在分岔分析的基础上进行分岔控制,可以有效缓解交通拥堵。本文首先引入了考虑弯道因素的扩展Aw-Rascle模型,并将其转化为适合分岔分析的交通流稳定性模型。然后对该曲线的宏观交通流模型进行分岔分析,推导出其稳定性条件和各种类型分岔的存在条件,并用相平面图描述了平衡点附近的轨迹变化及其对应的交通现象。最后,通过反馈控制器的设计修改系统的分岔特性,使控制系统平衡点处出现的分岔向前、向后或消失,从而达到预防或缓解交通拥堵的效果。研究表明,通过调整控制器参数的取值,可以对被控系统模型进行调整,使分岔点前后移动,使不稳定的分岔点消失,并通过控制Hopf分岔形成的极限环的幅值来控制系统的稳定性,从而为弯曲道路交通流模型中的分岔提供了交通管理的决策支持。
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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来源期刊
Physics Letters A
Physics Letters A 物理-物理:综合
CiteScore
5.10
自引率
3.80%
发文量
493
审稿时长
30 days
期刊介绍: Physics Letters A offers an exciting publication outlet for novel and frontier physics. It encourages the submission of new research on: condensed matter physics, theoretical physics, nonlinear science, statistical physics, mathematical and computational physics, general and cross-disciplinary physics (including foundations), atomic, molecular and cluster physics, plasma and fluid physics, optical physics, biological physics and nanoscience. No articles on High Energy and Nuclear Physics are published in Physics Letters A. The journal''s high standard and wide dissemination ensures a broad readership amongst the physics community. Rapid publication times and flexible length restrictions give Physics Letters A the edge over other journals in the field.
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