基于预期效应和响应时滞反馈的最优速度模型分岔控制

IF 2.8 3区 物理与天体物理 Q2 PHYSICS, MULTIDISCIPLINARY
Xueyi Guan, Rongjun Cheng, Hongxia Ge
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引用次数: 9

摘要

为了进一步提高最优速度模型(OVM)在实际交通流中的适应性,引入了一种同时考虑驾驶员预期时间和响应时滞的反馈控制。通过线性分析和分岔分析,得到了双时滞控制OVM的稳定性条件和平衡点。针对小扰动引起的Hopf分岔问题,设计了分岔控制器,减少了特征方程不稳定特征值的个数,确定了预期和响应时滞相结合下的确定稳定区间。然后对更多车辆进行仿真验证,仿真结果表明,该控制器在不改变平衡点的情况下能有效抑制交通拥堵,显著提高交通效率和交通稳定性。此外,利用NGSIM数据对受控模型进行标定,探索该模型的可行性和优势。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Bifurcation control of optimal velocity model through anticipated effect and response time-delay feedback methods

In order to further improve the adaptability of the optimal velocity model (OVM) in actual traffic flow, the paper introduces a feedback control with considering both driver’s anticipated time and response time-delay. Through the linear analysis and bifurcation analysis, we obtain stability conditions and the balance point of dual time-delay control OVM. Aiming at restraining the Hopf bifurcation caused by small disturbance, a bifurcated controller is designed to reduce the number of unstable eigenvalues of the characteristic equation and determine the definite stability interval under the combination of anticipation and response time-delay. Then followed by the simulated verification for more vehicles, the simulation results show that the controller can effectively suppress traffic congestion without changing the balance point, and significantly improve traffic efficiency and traffic stability. In addition, utilizing NGSIM data to calibrate the controlled model so as to explore the feasibility and advantages of the model.

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来源期刊
CiteScore
7.20
自引率
9.10%
发文量
852
审稿时长
6.6 months
期刊介绍: Physica A: Statistical Mechanics and its Applications Recognized by the European Physical Society Physica A publishes research in the field of statistical mechanics and its applications. Statistical mechanics sets out to explain the behaviour of macroscopic systems by studying the statistical properties of their microscopic constituents. Applications of the techniques of statistical mechanics are widespread, and include: applications to physical systems such as solids, liquids and gases; applications to chemical and biological systems (colloids, interfaces, complex fluids, polymers and biopolymers, cell physics); and other interdisciplinary applications to for instance biological, economical and sociological systems.
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