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A Simulation Model for Mixing Traffic Flow at An Intersection 被引量:1
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作者 Juan Zhicai Chen Ling & Zhang Jie(Jilin Univ. of Technology P.R. China) 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 1996年第3期63-68,共6页
This paper will develop a model simulation mixing traffic flow in the signal controlintersection. Applying the model, the schemes of traffic channeling and controlling in the typical intersection are analyzed and opti... This paper will develop a model simulation mixing traffic flow in the signal controlintersection. Applying the model, the schemes of traffic channeling and controlling in the typical intersection are analyzed and optimized and the optimal scheme make the average stop frequency be reduced by 31.8% and average stop time be reduced by 27.7%. 展开更多
关键词 traffic flow simulation model.
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Multiple car-following model of traffic flow and numerical simulation 被引量:5
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作者 彭光含 孙棣华 《Chinese Physics B》 SCIE EI CAS CSCD 2009年第12期5420-5430,共11页
On the basis of the full velocity difference (FVD) model, an improved multiple car-following (MCF) model is proposed by taking into account multiple information inputs from preceding vehicles. The linear stability... On the basis of the full velocity difference (FVD) model, an improved multiple car-following (MCF) model is proposed by taking into account multiple information inputs from preceding vehicles. The linear stability condition of the model is obtained by using the linear stability theory. Through nonlinear analysis, a modified Korteweg-de Vries equation is constructed and solved. The traffic jam can thus be described by the klnk-antikink soliton solution for the mKdV equation. The improvement of this new model over the previous ones lies in the fact that it not only theoretically retains many strong points of the previous ones, but also performs more realistically than others in the dynamical evolution of congestion. Furthermore, numerical simulation of traffic dynamics shows that the proposed model can avoid the disadvantage of negative velocity that occurs at small sensitivity coefficients λ in the FVD model by adjusting the information on the multiple leading vehicles. No collision occurs and no unrealistic deceleration appears in the improved model. 展开更多
关键词 traffic flow optimal velocity model numerical simulation
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A traffic flow lattice model considering relative current influence and its numerical simulation 被引量:1
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作者 孙棣华 田川 刘卫宁 《Chinese Physics B》 SCIE EI CAS CSCD 2010年第8期241-246,共6页
Based on Xue's lattice model, an extended lattice model is proposed by considering the relative current information about next-nearest-neighbour sites ahead. The linear stability condition of the presented model is o... Based on Xue's lattice model, an extended lattice model is proposed by considering the relative current information about next-nearest-neighbour sites ahead. The linear stability condition of the presented model is obtained by employing the linear stability theory. The density wave is investigated analytically with the perturbation method. The results show that the occurrence of traffic jamming transitions can be described by the kink-antikink solution of the modified Korteweg-de Vries (mKdV) equation. The simulation results are in good agreement with the analytical results, showing that the stability of traffic flow can be enhanced when the relative current of next-nearest-neighbour sites ahead is considered. 展开更多
关键词 traffic flow relative current lattice model numerical simulation
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Mathematical Modeling,Field Calibration and Numerical Simulation of Low-Speed Mixed Traffic Flow in Cities 被引量:1
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作者 Doctoral Candidate: Feng SuweiAdvisor: Prof. Dai Shiqiang 《Advances in Manufacturing》 SCIE CAS 1998年第2期86-88,共3页
Withtherapiddevelopmentoftransportationandautomobileindustry,theconflictbetweenmotormanufactureandhighwaycon... Withtherapiddevelopmentoftransportationandautomobileindustry,theconflictbetweenmotormanufactureandhighwayconstructionbecomess... 展开更多
关键词 low speed mixed traffic flow in cities mathematical modeling numerical simulation field calibration vehicular parking traffic light control
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Stabilisation analysis of multiple car-following model in traffic flow 被引量:8
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作者 彭光含 《Chinese Physics B》 SCIE EI CAS CSCD 2010年第5期434-441,共8页
An improved multiple car-following model is proposed by considering the arbitrary number of preceding cars, which includes both the headway and the velocity difference of multiple preceding cars. The stability conditi... An improved multiple car-following model is proposed by considering the arbitrary number of preceding cars, which includes both the headway and the velocity difference of multiple preceding cars. The stability condition of the extended model is obtained by using the linear stability theory. The modified Korteweg-de Vries equation is derived to describe the traffic behaviour near the critical point by applying the nonlinear analysis. Traffic flow can be also divided into three regions: stable metastable and unstable regions. Numerical simulation is in accordance with the analytical result for the model. And numerical simulation shows that the stabilisation of traffic is increasing by considering the information of more leading cars and there is unavoidable effect on traffic flow from the multiple leading cars information. 展开更多
关键词 traffic flow optimal velocity model numerical simulation
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Continuum modeling for two-lane traffic flow with consideration of the traffic interruption probability 被引量:2
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作者 田川 孙棣华 《Chinese Physics B》 SCIE EI CAS CSCD 2010年第12期51-59,共9页
Considering the effects that the probability of traffic interruption and the friction between two lanes have on the car-following behaviour, this paper establishes a new two-lane microscopic car-following model. Based... Considering the effects that the probability of traffic interruption and the friction between two lanes have on the car-following behaviour, this paper establishes a new two-lane microscopic car-following model. Based on this microscopic model, a new macroscopic model was deduced by the relevance relation of microscopic and macroscopic scale parameters for the two-lane traffic flow. Terms related to lane change are added into the continuity equations and velocity dynamic equations to investigate the lane change rate. Numerical results verify that the proposed model can be efficiently used to reflect the effect of the probability of traffic interruption on the shock, rarefaction wave and lane change behaviour on two-lane freeways. The model has also been applied in reproducing some complex traffic phenomena caused by traffic accident interruption. 展开更多
关键词 two lanes traffic interruption probability traffic flow dynamics model numerical simulation
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A viscous continuum traffic flow model with consideration of the coupling effect for two-lane freeways
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作者 孙棣华 彭光含 《Chinese Physics B》 SCIE EI CAS CSCD 2009年第9期3724-3735,共12页
In this paper, the viscous continuum traffic flow model for a single lane is extended to the traffic flow for two-lane freeways. The proposed model is a higher-order continuum model considering the coupling and lane c... In this paper, the viscous continuum traffic flow model for a single lane is extended to the traffic flow for two-lane freeways. The proposed model is a higher-order continuum model considering the coupling and lane changing effects of the vehicles on two adjacent lanes. It results from integrating the Taylor series expansion of the viscous continuum traffic flow model proposed by Ge (2006 Physiea A 371 667) into the multi-lane model presented by Daganzo (1997 Transpn. Res. B 31 83). Our proposed model may be used to describe non-anisotropic behaviour because of lane changing in multi-lane traffic. A linear stability analysis is given and the neutral stability condition is obtained. Also, issues related to lane changing, shock waves and rarefaction waves, local clustering and phase transition are investigated through a simulation experiment. The simulation results show that the proposed model is capable of explaining some particular traffic phenomena commonly observable in real world traffic flow. 展开更多
关键词 two-lane traffic viscous continuum traffic flow model numerical simulation
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DBN-GABP model for estimation of aircraft wake vortex parameters using Lidar data 被引量:2
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作者 Zhiqiang WEI Tong LU +1 位作者 Runping GU Fei LIU 《Chinese Journal of Aeronautics》 SCIE EI CAS CSCD 2024年第9期347-368,共22页
Aircraft wake turbulence is an inherent outcome of aircraft flight,presenting a substan-tial challenge to air traffic control,aviation safety and operational efficiency.Building upon data obtained from coherent Dopple... Aircraft wake turbulence is an inherent outcome of aircraft flight,presenting a substan-tial challenge to air traffic control,aviation safety and operational efficiency.Building upon data obtained from coherent Doppler Lidar detection,and combining Dynamic Bayesian Networks(DBN)with Genetic Algorithm-optimized Backpropagation Neural Networks(GA-BPNN),this paper proposes a model for the inversion of wake vortex parameters.During the wake vortex flow field simulation analysis,the wind and turbulent environment were initially superimposed onto the simulated wake velocity field.Subsequently,Lidar-detected echoes of the velocity field are simulated to obtain a data set similar to the actual situation for model training.In the case study validation,real measured data underwent preprocessing and were then input into the established model.This allowed us to construct the wake vortex characteristic parameter inversion model.The final results demonstrated that our model achieved parameter inversion with only minor errors.In a practical example,our model in this paper significantly reduced the mean square error of the inverted velocity field when compared to the traditional algorithm.This study holds significant promise for real-time monitoring of wake vortices at airports,and is proved a crucial step in developing wake vortex interval standards. 展开更多
关键词 Air traffic control Wake vortex flow field simulation Lidar echo simulation DBNmodel GA-BP model Wakevortex characteristic parameter inversion model
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An Improved Discrete-Time Model for Heterogeneous High-Speed Train Traffic Flow 被引量:1
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作者 许琰 贾斌 +1 位作者 李明华 李新刚 《Communications in Theoretical Physics》 SCIE CAS CSCD 2016年第3期381-392,共12页
This paper aims to present a simulation model for heterogeneous high-speed train traffic flow based on an improved discrete-time model(IDTM).In the proposed simulation model,four train control strategies,including d... This paper aims to present a simulation model for heterogeneous high-speed train traffic flow based on an improved discrete-time model(IDTM).In the proposed simulation model,four train control strategies,including departing strategy,traveling strategy,braking strategy,overtaking strategy,are well defined to optimize train movements.Based on the proposed simulation model,some characteristics of train traffic flow are investigated.Numerical results indicate that the departure time intervals,the station dwell time,the section length,and the ratio of fast trains have different influence on traffic capacity and train average velocity.The results can provide some theoretical support for the strategy making of railway departments. 展开更多
关键词 discrete-time model heterogeneous train traffic flow control strategy simulation
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A new car-following model with driver's anticipation effect of traffic interruption probability 被引量:1
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作者 Guang-Han Peng 《Chinese Physics B》 SCIE EI CAS CSCD 2020年第8期349-354,共6页
Traffic interruption phenomena frequently occur with the number of vehicles increasing.To investigate the effect of the traffic interruption probability on traffic flow,a new optimal velocity model is constructed by c... Traffic interruption phenomena frequently occur with the number of vehicles increasing.To investigate the effect of the traffic interruption probability on traffic flow,a new optimal velocity model is constructed by considering the driver anticipation term in the interruption case for car-following theory.Furthermore,the effect of driver anticipation in the interruption case is investigated via linear stability analysis.Also,the MKdV equation is obtained concerning the effect of driver anticipation in the interruption case.Moreover,numerical simulation states that the driver anticipation term in the interruption case contributes to the stability of traffic flow. 展开更多
关键词 traffic flow interruption probability optimal velocity model numerical simulation
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Modeling and Generating Realistic Background Traffic by Hybrid Approach 被引量:2
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作者 QIAN Yaguan GUAN Xiaohui +1 位作者 JIANG Ming CEN Gang 《China Communications》 SCIE CSCD 2015年第10期147-157,共11页
One of the key challenges in largescale network simulation is the huge computation demand in fine-grained traffic simulation.Apart from using high-performance computing facilities and parallelism techniques,an alterna... One of the key challenges in largescale network simulation is the huge computation demand in fine-grained traffic simulation.Apart from using high-performance computing facilities and parallelism techniques,an alternative is to replace the background traffic by simplified abstract models such as fluid flows.This paper suggests a hybrid modeling approach for background traffic,which combines ON/OFF model with TCP activities.The ON/OFF model is to characterize the application activities,and the ordinary differential equations(ODEs) based on fluid flows is to describe the TCP congestion avoidance functionality.The apparent merits of this approach are(1) to accurately capture the traffic self-similarity at source level,(2) properly reflect the network dynamics,and(3) efficiently decrease the computational complexity.The experimental results show that the approach perfectly makes a proper trade-off between accuracy and complexity in background traffic simulation. 展开更多
关键词 network simulation background traffic ON/OFF models fluid flows self-similarity
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A lattice traffic model with consideration of preceding mixture traffic information
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作者 李志鹏 刘富强 孙剑 《Chinese Physics B》 SCIE EI CAS CSCD 2011年第8期508-514,共7页
In this paper, the lattice model is presented, incorporating not only site information about preceding cars but also relative currents in front. We derive the stability condition of the extended model by considering a... In this paper, the lattice model is presented, incorporating not only site information about preceding cars but also relative currents in front. We derive the stability condition of the extended model by considering a small perturbation around the homogeneous flow solution and find that the improvement in the stability of traffic flow is obtained by taking into account preceding mixture traffic information. Direct simulations also confirm that the traffic jam can be suppressed efficiently by considering the relative currents ahead, just like incorporating site information in front. Moreover, from the nonlinear analysis of the extended models, the preceding mixture traffic information dependence of the propagating kink solutions for traffic jams is obtained by deriving the modified KdV equation near the critical point using the reductive perturbation method. 展开更多
关键词 traffic flow lattice model mixture tramc information numerical simulation
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Cellular Automata Models of Traffic Behavior in Presence of Speed Breaking Structures
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作者 Parthasarathy Ramachandran 《Communications in Theoretical Physics》 SCIE CAS CSCD 2009年第10期646-652,共7页
In this article, we study traffic flow in the presence of speed breaking structures. The speed breakers are typically used to reduce the local speed of vehicles near certain institutions such as schools and hospitals.... In this article, we study traffic flow in the presence of speed breaking structures. The speed breakers are typically used to reduce the local speed of vehicles near certain institutions such as schools and hospitals. Through a cellular automata model we study the impact of such structures on giobal traffic characteristics. The simulation results indicate that the presence of speed breakers could reduce the global flow under moderate global densities. However, under low and high global density traffic regime the presence of speed breakers does not have an impact on the global flow. Further the speed limit enforced by the speed breaker creates a phase distinction. For a given global density and slowdown probability, as the speed limit enforced by the speed breaker increases, the traffic moves from the reduced flow phase to maximum flow phase. This underlines the importance of proper design of these structures to avoid undesired flow restrictions. 展开更多
关键词 cellular automata traffic flow model simulation speed breakers
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A new traffic model with a lane-changing viscosity term 被引量:2
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作者 柯鸿堂 刘小禾 +1 位作者 郭明旻 吴正 《Chinese Physics B》 SCIE EI CAS CSCD 2015年第9期588-594,共7页
In this paper, a new continuum traffic flow model is proposed, with a lane-changing source term in the continuity equation and a lane-changing viscosity term in the acceleration equation. Based on previous literature,... In this paper, a new continuum traffic flow model is proposed, with a lane-changing source term in the continuity equation and a lane-changing viscosity term in the acceleration equation. Based on previous literature, the source term addresses the impact of speed difference and density difference between adjacent lanes, which provides better precision for free lane-changing simulation; the viscosity term turns lane-changing behavior to a "force" that may influence speed distribution. Using a flux-splitting scheme for the model discretization, two cases are investigated numerically. The case under a homogeneous initial condition shows that the numerical results by our model agree well with the analytical ones; the case with a small initial disturbance shows that our model can simulate the evolution of perturbation, including propagation,dissipation, cluster effect and stop-and-go phenomenon. 展开更多
关键词 traffic flow model LANE-CHANGING VISCOSITY fluid dynamics numerical simulation
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A new traffic model on compulsive lane-changing caused by off-ramp 被引量:2
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作者 刘小禾 柯鸿堂 +1 位作者 郭明旻 吴正 《Chinese Physics B》 SCIE EI CAS CSCD 2016年第4期479-485,共7页
In the field of traffic flow studies, compulsive lane-changing refers to lane-changing (LC) behaviors due to traffic rules or bad road conditions, while free LC happens when drivers change lanes to drive on a faster... In the field of traffic flow studies, compulsive lane-changing refers to lane-changing (LC) behaviors due to traffic rules or bad road conditions, while free LC happens when drivers change lanes to drive on a faster or less crowded lane. LC studies based on differential equation models accurately reveal LC influence on traffic environment. This paper presents a second-order partial differential equation (PDE) model that simulates both compulsive LC behavior and free LC behavior, with lane-changing source terms in the continuity equation and a lane-changing viscosity term in the momentum equation. A specific form of this model focusing on a typical compulsive LC behavior, the 'off-ramp problem', is derived. Numerical simulations are given in several cases, which are consistent with real traffic phenomenon. 展开更多
关键词 traffic flow model compulsive lane-changing OFF-RAMP fluid dynamicsl numerical simulation
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Scheduling of high-speed rail traffic based on discrete-time movement model 被引量:2
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作者 孙亚华 曹成铉 +1 位作者 许琰 吴超 《Chinese Physics B》 SCIE EI CAS CSCD 2013年第12期113-120,共8页
In this paper, a new simulation approach for solving the mixed train scheduling problem on the high-speed double-track rail line is presented. Based on the discrete-time movement model, we propose control strategies f... In this paper, a new simulation approach for solving the mixed train scheduling problem on the high-speed double-track rail line is presented. Based on the discrete-time movement model, we propose control strategies for mixed train movement with different speeds on a high-speed double-track rail line, including braking strategy, priority rule, travelling strategy, and departing rule. A new detailed algorithm is also presented based on the proposed control strategies for mixed train movement. Moreover, we analyze the dynamic properties of rail traffic flow on a high-speed rail line. Using our proposed method, we can effectively simulate the mixed train schedule on a rail line. The numerical results demonstrate that an appropriate decrease of the departure interval can enhance the capacity, and a suitable increase of the distance between two adjacent stations can enhance the average speed. Meanwhile, the capacity and the average speed will be increased by appropriately enhancing the ratio of faster train number to slower train number from 1. 展开更多
关键词 train control discrete-time model simulation rail traffic flow
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CO_(2) emission control in new CM car-following model with feedback control of the optimal estimation of velocity difference under V2X environment
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作者 Guang-Han Peng Rui Tang +2 位作者 Hua Kuang Hui-Li Tan Tao Chen 《Chinese Physics B》 SCIE EI CAS CSCD 2021年第10期705-710,共6页
A new coupled map car-following model in this paper is proposed by considering the influence of the difference of the estimated optimal speed based on the coupled map(CM)car-following model under V2X environment.The s... A new coupled map car-following model in this paper is proposed by considering the influence of the difference of the estimated optimal speed based on the coupled map(CM)car-following model under V2X environment.The stability of the new model is analyzed by applying the control theory,and the conditions are obtained for the stability of the traffic system.And the two scenes of vehicle stopping once and four times have been simulated.The simulation results show that the control term considered with optimal estimation of speed difference can effectively improve the stability of vehicle running and reduce CO_(2) emissions in the CM car-following model. 展开更多
关键词 traffic flow optimal velocity model numerical simulation
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基于多智能体模仿学习的交叉口复杂交互行为建模仿真
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作者 倪颖 王诗菡 +2 位作者 孙剑 孙杰 李建强 《同济大学学报(自然科学版)》 北大核心 2025年第9期1391-1402,共12页
为有效测试自动驾驶汽车的交互能力,针对无保护左转交叉口场景下的交互行为,建立了动态策略可解释的异构多智能体对抗逆强化学习(MA‐AIRL‐2)模型。将左转和直行车辆建模为异质智能体,引入增益奖励提高学习效率。利用SinD数据集训练模... 为有效测试自动驾驶汽车的交互能力,针对无保护左转交叉口场景下的交互行为,建立了动态策略可解释的异构多智能体对抗逆强化学习(MA‐AIRL‐2)模型。将左转和直行车辆建模为异质智能体,引入增益奖励提高学习效率。利用SinD数据集训练模型,从交互策略、车辆轨迹、宏观交通流特征维度对模型进行评估。结果表明,该模型能够准确刻画动态交互中的竞争与合作策略,复现策略多样性;与基准模型相比,该模型能够生成更真实的轨迹,与同质策略和无增益奖励模型相比,该模型轨迹准确度分别提升26%和21%。 展开更多
关键词 交通工程 交叉口交通流仿真模型 动态交互策略 多智能体对抗逆强化学习
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山区高速公路弯道路段异质交通流特性研究
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作者 钱勇生 徐金元 +3 位作者 曾俊伟 魏谞 张富涛 李信 《公路交通科技》 北大核心 2025年第9期1-11,共11页
【目标】为更准确模拟山区高速公路弯道路段交通流特性,借助自动驾驶技术缓解弯道交通问题,建立考虑人工驾驶与自动驾驶混行的弯道路段双车道元胞自动机模型。【方法】结合不同弯道条件对交通流的影响,通过弯道曲线半径和道路摩擦系数... 【目标】为更准确模拟山区高速公路弯道路段交通流特性,借助自动驾驶技术缓解弯道交通问题,建立考虑人工驾驶与自动驾驶混行的弯道路段双车道元胞自动机模型。【方法】结合不同弯道条件对交通流的影响,通过弯道曲线半径和道路摩擦系数验证模型正确性;提出弯道缓和曲线的影响,分析不同比例缓和曲线对弯道交通流的作用程度,以此完善交通流仿真环境;在此基础上引入智能网联车辆混行场景,探究不同智能网联车渗透率对弯道交通流的影响。【结果】不同缓和曲线比例对弯道交通流影响显著,当弯道缓和曲线、圆曲线、缓和曲线比例接近1∶1∶1时,弯道通行效果最佳;道路上出现智能网联车后,弯道交通拥堵情况逐渐改善,全为智能网联车时,车辆换道次数降至0,且道路不再发生拥堵。此外,在弯道路段交通流中观察到独特的流量平台期现象,即一定密度条件下车辆长期稳定运行,流量保持固定值且不随密度变化。【结论】所建立模型有效模拟了山区高速公路弯道路段交通流特性,明确了缓和曲线最优比例、智能网联车辆的积极作用。 展开更多
关键词 智能交通 异质交通流特性 元胞自动机 弯道路段 交通流建模及仿真
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单口轮放策略下借道左转交叉口优化设计
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作者 张鑫 陈明明 +1 位作者 封玮 周广汇 《交通科技与经济》 2025年第5期45-51,共7页
针对对称放行的组织方案应用于平面信号控制交叉口后出现的时空资源浪费问题,提出单口轮放策略下借道左转交叉口优化设计方法,以减少交通拥堵。从放行策略角度切入,建立以交叉口总通行能力最大、总车均延误最小、总车均停车次数最小为... 针对对称放行的组织方案应用于平面信号控制交叉口后出现的时空资源浪费问题,提出单口轮放策略下借道左转交叉口优化设计方法,以减少交通拥堵。从放行策略角度切入,建立以交叉口总通行能力最大、总车均延误最小、总车均停车次数最小为目标的信号配时优化模型,并以兰州市天水路-东岗西路交叉口为案例,求解模型并运用Vissim软件进行仿真对比。结果表明:优化后交叉口车辆平均延误、平均停车延误、最大和平均排队长度分别较现状降低12.98%、16.98%、19.10%和44.88%,通行效率有所提高。因此,单口轮放策略下借道左转交叉口优化设计方法能充分利用交叉口的时空资源,降低交通拥堵。 展开更多
关键词 交通工程 交叉口设计 建模与仿真 借道左转 单口轮放策略
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