Proposed Empirical Approach to Measuring Traffic String Stability

Narayana Raju, Shubham Patil, S. Arkatkar, S. Easa
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Abstract

: This study originated with the intent of qualifying traffic string stability from empirical observations. A new responsiveness angle measure was developed to assess driver instincts under vehicle-following conditions. In this measure, the degree of the follower vehicle ’ s attention towards its leader vehicle ’ s actions is quantified. In understanding string stability in the traffic stream and assessing the propagation of disturbances, the newly conceptualized measure was used along with a discrete Fourier transform to measure the frequencies associated with responsiveness angle sequences. In this transform, a higher frequency of the angle depicts unstable conditions and vice versa. In assessing string stability from the empirical observations, vehicular trajectory data were developed from three study sections. Two study sections tended to have homogeneous lane-wise traffic, whereas the third section had mixed (heterogeneous) traffic. The results of the string stability analysis over the study sections showed that string stability varied with the change in traffic flow conditions, road geometries, and traffic flow type. In the case of free-flow conditions, the traffic streams were found to be stable with marginal disturbances in the responsiveness angle. From the analysis, it was observed that, in the case of study Section 3, around 26 instances of the stream were extremely unstable conditions (frequency equal to 10). For study Sections 1 and 2, the traffic stream was unsteady for 4 and 13 instances, respectively. However, as the traffic flow level rose, string stability deteriorated. This study demonstrated a novel approach to analyzing string stability based on actual traffic conditions that can be implemented in real time for traffic stream monitoring. DOI: 10.1061/AJRUA6.0001227. © 2022 American Society of Civil Engineers.
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提出一种测量流量串稳定性的经验方法
本研究的目的是根据经验观察来确定流量字符串的稳定性。提出了一种新的反应角测量方法来评估车辆跟随条件下驾驶员的本能。该方法量化了跟随车辆对领头车辆行为的关注程度。为了理解交通流中的串稳定性并评估干扰的传播,新概念的测量与离散傅立叶变换一起用于测量与响应角序列相关的频率。在这个变换中,较高频率的角度表示不稳定的条件,反之亦然。在根据经验观察评估管柱稳定性时,从三个研究部分开发了飞行器轨迹数据。两个研究路段倾向于具有均匀的车道交通,而第三个路段具有混合(异构)交通。研究路段管柱稳定性分析结果表明,管柱稳定性随交通流条件、道路几何形状和交通流类型的变化而变化。在自由流条件下,交通流是稳定的,响应角存在边际扰动。从分析中可以观察到,在研究第3节的情况下,大约有26个实例的流是极不稳定的条件(频率等于10)。在研究路段1和路段2中,分别有4个和13个实例的交通流不稳定。然而,随着交通流量的增加,管柱稳定性变差。该研究展示了一种基于实际交通条件分析管柱稳定性的新方法,该方法可以实时实现交通流监控。DOI: 10.1061 / AJRUA6.0001227。©2022美国土木工程师学会。
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来源期刊
CiteScore
5.30
自引率
8.00%
发文量
86
期刊介绍: The journal will meet the needs of the researchers and engineers to address risk, disaster and failure-related challenges due to many sources and types of uncertainty in planning, design, analysis, construction, manufacturing, operation, utilization, and life-cycle management of existing and new engineering systems. Challenges abound due to increasing complexity of engineering systems, new materials and concepts, and emerging hazards (both natural and human caused). The journal will serve as a medium for dissemination of research findings, best practices and concerns, and for the discussion and debate on risk and uncertainty related issues. The journal will report on the full range of risk and uncertainty analysis state-of-the-art and state-of-the-practice relating to civil and mechanical engineering including but not limited to: • Risk quantification based on hazard identification, • Scenario development and rate quantification, • Consequence assessment, • Valuations, perception, and communication, • Risk-informed decision making, • Uncertainty analysis and modeling, • Other related areas. Part A of the journal, published by the American Society of Civil Engineers, will focus on the civil engineering aspects of these topics. Part B will be published by the American Society of Mechanical Engineers focusing on mechanical engineering.
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