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基于电路理论的信号交叉口交通流模型研究

Research on Traffic Flow Model at Signalized Intersections Based on Circuit Theory

【作者】 刘诗序

【导师】 王殿海;

【作者基本信息】 吉林大学 , 交通信息工程及控制, 2007, 硕士

【摘要】 本文依托国家重点基础研究发展计划(973计划)“大城市交通拥堵瓶颈的基础科学问题研究”的课题“城市交通系统的组织优化与控制”、国家自然科学基金重点项目“城市路网动态交通管理与控制关键理论及其模拟技术研究”而完成。论文主要对信号交叉口交通流的释放规律进行研究,建立了信号交叉口交通流模型。首先,论文以长春市典型信号交叉口的交通调查数据为基础,研究信号交叉口交通流的释放特性,包括概率统计特性和时变特性,为模型的建立奠定了基础。然后,论文深入分析信号交叉口与电路的相似性,建立了模拟电路信号交叉口交通流模型,以实际交通调查数据验证模型并分析模型的合理性。最后,应用模型,以模拟电路交通流模型为基础,建立饱和流率的测算模型和信号交叉口下游断面流量的预测模型,并对模型进行了验证。本论文的研究成果可以完善交通流理论、为交通控制提供理论参考。

【Abstract】 Intersections are significant joints of road network and throat of traffic. Solving intersection problems is crucial to solve traffic problems. Road intersections are facilities linking roads, which can make roads play a network function. They are the main concentrated spots with people and vehicles. The traffic congestion mainly happens at intersections. In the whole road network, traffic bottleneck arise from the lack of intersection’s capacity. It can bring about traffic jam. Due to vehicles’interweaved running, intersections become the traffic black spots and are focused on in traffic safety aspect.To solve the intersection’s problem, its traffic flow characteristics should be researched first of all. The dissertation is supported by the subject“The Organization and Optimization of Traffic systems”which is part of the National Basic Research Program(973 Program)“The basic science problems of traffic bottleneck in metropolis’’and the Key Project of National Natural Science Foundation“Study on the critical theory and simulation technique of dynamic traffic management and control in urban network”. The traffic flow characteristics of signalized intersections are researched in the paper. Its results will have important meaning in two aspects: One is these fruits can develop and consummate the traffic flow theory academically. There are seldom researches on traffic flow characteristics at signalized intersections dynamically and quantitatively, whereas there are some qualitative researches. This paper can complement this aspect. The other is these fruits can supply reference for traffic control theoretically. Delay is a important factor to evaluate the level of service at signalized intersections and is a significant criterion to estimate the intersection’s signal timing design. At the same time, delay is so related to the rules of vehicles’arrival and departure that the researches on traffic flow’s departure rules at signalized intersections give a reference to calculate delay theoretically.The rules of traffic flow’s departure at signalized intersections are studied emphatically in this paper. Firstly, the statistical distribution of traffic flow characteristic parameters is tested with the probability statistics’method. Moreover, traffic flow model by simulating circuit at signalized intersections is set up in the paper, which can dynamically and quantitatively describe the traffic flow’s departure characteristics at signalized intersections. In the of the paper., the model is applied to calculate saturation flow rate and forecast the flow of the point downstream of the signal. The full paper is composed of five chapters and every one is arranged as follows:Chapter One first introduces the development and main models of traffic flow briefly and then points out the thesis’s value, method and content. It sets a basis for the continued research.Chapter Two, based on the traffic survey data at a representative intersection in the city of Changchun, researches the traffic flow’s departure characteristics at signalized intersections. The thesis researches the statistical distribution’s characteristics at signalized intersections with probability theory. The distributions of traffic flow parameters headway and speed are both verified. And the time dependent characteristics are analyzed. This chapter is the theoretical basis of the founding of the traffic flow model by simulating circuit.Chapter Three, based on circuit theory, sets up traffic flow model at signalized intersections. The research of Chapter Two indicates traffic flow at signalized intersections holds the time dependent pulse characteristics which is similar to the capacitance in circuit. It can only get traffic flow’s statistical characteristics but can’t obtain the time dependent characteristics with the probability statistics’method. In order to describe the traffic flow’s the time dependent pulse characteristics quantitatively at signalized intersections, this chapter, based on circuit theory, thoroughly analyses the comparability of the signalized intersection and RLC circuit. And then traffic flow departure model is set up according to a designed circuit for simulating the signalized intersection. Immediately after that the model is verified by the practical traffic survey data at a representative intersection in the city of Changchun and the error brought about by the model is given. Lastly, rationality of quantitatively describing the traffic flow’s departure rules at signalized intersections is analyzed.Chapter Four applies the traffic flow model by simulating circuit. Based on the very model, saturation traffic flow calculating model and the flow forecasting model on the point downstream of the signal are both set up. At first, saturation traffic flow calculating model is deduced from the traffic flow model by simulating circuit. The calculating model is verified according to the practical traffic investigation data and is compared with the calculating result of the improved headway calculating model. Then, based on the premise of platoon dispersion the flow forecasting model on the point downstream of the signal is deduced from traffic flow model by simulating circuit. After practical traffic data processed, the forecasting model is verified and the cause of the model-bringing error is then analyzed.Chapter Five is the conclusion of the thesis. The research process and main contents of it are looked back. The deficiency is pointed out and the problems that need to further study is put forward.

  • 【网络出版投稿人】 吉林大学
  • 【网络出版年期】2007年 03期
  • 【分类号】U491.123
  • 【被引频次】2
  • 【下载频次】232
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