基于车辆跟随模型的稳定混合合作自适应巡航控制交通流容量平衡

IF 2.8 3区 工程技术 Q3 TRANSPORTATION Journal of Intelligent Transportation Systems Pub Date : 2023-01-02 DOI:10.1080/15472450.2021.1985490
Yanyan Qin , Hao Wang
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引用次数: 14

摘要

字符串稳定性对于理解交通流动力学很重要,而对混合交通的分析研究还很不足。我们重点研究了混合交通的串稳定性分析框架,该框架由协作自适应巡航控制(CACC)、自适应巡航控制系统(ACC)和人类车辆组成。该分析框架是基于三种车型的广义跟驰模型公式进行的。然后推导了一类交通流、混合交通流和局部CACC/ACC车队的稳定性判据。考虑CACC和三种混凝土跟车模型的局部退化混合流,进行了实例应用研究。实例应用分别从均匀流、混合交通流和局部CACC/ACC排的角度分析了串的稳定性。实例应用还研究了CACC车辆混合交通的稳定性和通行能力之间的平衡。结果表明,所提出的分析框架不仅可以分析字符串稳定性,还可以为CACC/ACC管理策略的动态调整提供建议,以平衡字符串稳定性和混合CACC人流的通行能力。
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Stabilizing mixed cooperative adaptive cruise control traffic flow to balance capacity using car-following model

String stability is important for understanding traffic flow dynamics, while its analytical study for mixed traffic is deficient. We focus on an analytical framework on string stability of mixed traffic consisting of cooperative adaptive cruise control (CACC), adaptive cruise control (ACC), and human vehicles. The analytical framework was conducted based on generalized car-following model formulations of the three vehicular types. Then string stability criterions of one-class traffic flow, mixed traffic flow, and local CACC/ACC platoons were derived. Taking into account the mixed flow with partial degenerations of CACC and three concrete car-following models, an example application was studied. The example application analyzed the string stability from the perspectives of the homogeneous flow, the mixed traffic flow, and the local CACC/ACC platoon, respectively. The example application also studied balance between stability and capacity for the mixed traffic with CACC vehicles. Results show the usefulness of the proposed analytical framework, in term of not only analyzing string stability but also providing suggestions for dynamic regulations of CACC/ACC management strategy to balance string stability and traffic capacity for the mixed CACC-human flow.

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来源期刊
CiteScore
8.80
自引率
19.40%
发文量
51
审稿时长
15 months
期刊介绍: The Journal of Intelligent Transportation Systems is devoted to scholarly research on the development, planning, management, operation and evaluation of intelligent transportation systems. Intelligent transportation systems are innovative solutions that address contemporary transportation problems. They are characterized by information, dynamic feedback and automation that allow people and goods to move efficiently. They encompass the full scope of information technologies used in transportation, including control, computation and communication, as well as the algorithms, databases, models and human interfaces. The emergence of these technologies as a new pathway for transportation is relatively new. The Journal of Intelligent Transportation Systems is especially interested in research that leads to improved planning and operation of the transportation system through the application of new technologies. The journal is particularly interested in research that adds to the scientific understanding of the impacts that intelligent transportation systems can have on accessibility, congestion, pollution, safety, security, noise, and energy and resource consumption. The journal is inter-disciplinary, and accepts work from fields of engineering, economics, planning, policy, business and management, as well as any other disciplines that contribute to the scientific understanding of intelligent transportation systems. The journal is also multi-modal, and accepts work on intelligent transportation for all forms of ground, air and water transportation. Example topics include the role of information systems in transportation, traffic flow and control, vehicle control, routing and scheduling, traveler response to dynamic information, planning for ITS innovations, evaluations of ITS field operational tests, ITS deployment experiences, automated highway systems, vehicle control systems, diffusion of ITS, and tools/software for analysis of ITS.
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