采用最大吞吐量需求管理的区域交通网络的稳定性

IF 2.5 3区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS
Michalis Ramp, Andreas Kasis, Charalambos Menelaou, Stelios Timotheou
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引用次数: 0

摘要

本文探讨了交通需求管理方案的稳定性和最优性,其动机是在交通网络中集成智能监控技术。首先,本文提出了一个合适的优化问题,旨在获得需求输入值,使交通网络中的吞吐量最大化,该网络遵循具有三角形宏观基本图的区域交通动态。我们发现,该问题的最优解可能会导致不稳定的行为,从而揭示了稳定性和最优性之间的权衡。为了解决这个问题,我们分析研究了存在恒定需求输入时交通网络的稳定性,并提供了合适的局部条件,以保证系统的均衡密度严格处于自由流动区域内时的稳定性,而不是处于临界密度时的稳定性。后一种情况非常重要,因为在许多情况下,最大吞吐量行为与局部临界密度相吻合。为了解决这个问题,我们提出了一种分散的比例需求控制方案和合适的局部设计条件,从而保证了稳定性。我们在一个 3 区域系统中进行了数值模拟,验证了我们的分析结果,证明了所提方法的有效性和实用性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Stability of regional traffic networks employing maximum throughput demand management
This paper considers the stability and optimality properties of traffic demand management schemes, motivated by the integration of smart monitoring and control technologies in traffic networks. First, a suitable optimization problem is formulated that aims to obtain demand input values that maximize the throughput within traffic networks adhering to regional traffic dynamics with triangular macroscopic fundamental diagrams. We show that optimal solutions to this problem may lead to unstable behaviour, revealing a trade-off between stability and optimality. To address this issue, we analytically study the stability properties of traffic networks at the presence of constant demand input and provide suitable local conditions that guarantee stability when the system’s equilibrium densities are strictly within the free-flow region, but not at the critical density. The latter case is significant, since the maximum throughput behaviour coincides in many cases with the local critical density. We resolve this by proposing a decentralized proportional demand control scheme and suitable local design conditions such that stability is guaranteed. Our analytic results are validated with numerical simulations in a 3-region system that demonstrate the effectiveness and practicality of the proposed approach.
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来源期刊
European Journal of Control
European Journal of Control 工程技术-自动化与控制系统
CiteScore
5.80
自引率
5.90%
发文量
131
审稿时长
1 months
期刊介绍: The European Control Association (EUCA) has among its objectives to promote the development of the discipline. Apart from the European Control Conferences, the European Journal of Control is the Association''s main channel for the dissemination of important contributions in the field. The aim of the Journal is to publish high quality papers on the theory and practice of control and systems engineering. The scope of the Journal will be wide and cover all aspects of the discipline including methodologies, techniques and applications. Research in control and systems engineering is necessary to develop new concepts and tools which enhance our understanding and improve our ability to design and implement high performance control systems. Submitted papers should stress the practical motivations and relevance of their results. The design and implementation of a successful control system requires the use of a range of techniques: Modelling Robustness Analysis Identification Optimization Control Law Design Numerical analysis Fault Detection, and so on.
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