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Characterizing Peak-Time Traffic Jam Incidents in Kampala Using Exploratory Data Analysis
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作者 Sekalema Hamza Umar Yahya +3 位作者 Abdal Kasule Kasagga Usama Pembe Fahad Kamoga Ibrahim 《Journal of Transportation Technologies》 2023年第1期61-86,共26页
Traffic congestion is associated with increased environmental pollutions, as well as reduced socio-economic productivity due to significant delays in travel times. The consequences are worse in least developed countri... Traffic congestion is associated with increased environmental pollutions, as well as reduced socio-economic productivity due to significant delays in travel times. The consequences are worse in least developed countries where motorized road transport networks are often inefficiently managed in addition to being largely underdeveloped. Recent research on traffic congestion has mostly focused on infrastructural aspects of road networks, with little or no emphasis at all on motorists’ on-the-road behavior (MB). The current study thus aimed to bridge this knowledge gap by characterizing traffic jam incidents (TJI) observed over a period of 80 days in Uganda’s Capital City, Kampala. MB as well as road network infrastructural factors such as road blockage (RB), were captured for each of the observed TJI. A total of 483 peak-time TJI were recorded, and exploratory data analysis (EDA) subsequently performed on the TJI dataset. EDA involved Hierarchical clustering analysis (HCA) and K-means clustering of the TJI dataset, as well as a detailed descriptive statistical analysis of both the entire dataset and the emerging TJI clusters. A highlight finding of this study is that 48.2% of the observed TJIs were as a result of on-the-road motorist behavior. Furthermore, the intervention of traffic police officers in a bid to regulate traffic flow was equally responsible for 25.9% of the TJIs observed in this study. Overall, these results indicate that whereas road infrastructural improvement is warranted in order to improve traffic flow, introducing interventions to address inappropriate on-the-road motorists’ behavior could alone improve traffic flow in Kampala, by over 48%. Additionally, in-order to effectively regulate traffic flow in Kampala and other least developed cities with similar traffic congestion management practices, motorists’ on-the-road behavior ought to be factored into any data-driven mechanisms deployed to regulate traffic flow and thus potentially significantly curbing traffic congestion. 展开更多
关键词 Motorist Behavior traffic jam traffic Congestion Urban Road-Networks Motorized Transport traffic Clusters
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On the critical conditions of traffic jams 被引量:2
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作者 祁宏生 王殿海 宋现敏 《Journal of Southeast University(English Edition)》 EI CAS 2011年第2期180-184,共5页
Traffic wave theory is used to study the critical conditions for traffic jams according to their features. First, the characteristics of traffic wave propagation is analyzed for the simple signal-controlled lane and t... Traffic wave theory is used to study the critical conditions for traffic jams according to their features. First, the characteristics of traffic wave propagation is analyzed for the simple signal-controlled lane and the critical conditions for oversaturation is established. Then, the basic road is decomposed into a series of one-way links according to its topological characteristics. Based on the decomposition, traffic wave propagation under complex conditions is studied. Three complicated factors are considered to establish the corresponding critical conditions of jam formation, namely, dynamic and insufficient split, channelized section spillover and endogenous traffic flow. The results show that road geometric features, traffic demand structures and signal settings influence the formation and propagation of traffic congestion. These findings can serve as a theoretical basis for future network jam control. 展开更多
关键词 traffic engineering traffic jam traffic signal roadnetwork traffic wave
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Feedback control scheme of traffic jams based on the coupled map car-following model 被引量:6
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作者 周桐 孙棣华 +1 位作者 赵敏 李华民 《Chinese Physics B》 SCIE EI CAS CSCD 2013年第9期203-208,共6页
Based on the pioneering work of Konishi et al. [Phys. Rev. E (1999) 60 4000], a new feedback control scheme is presented to suppress traffic jams based on the coupled map car-following model under the open boundary ... Based on the pioneering work of Konishi et al. [Phys. Rev. E (1999) 60 4000], a new feedback control scheme is presented to suppress traffic jams based on the coupled map car-following model under the open boundary condition. The effect of the safe headway on the traffic system is considered. According to the control theory, the condition under which traffic jams can be suppressed is analyzed. The results are compared with the previous results concerning congestion control. The simulations show that the suppression performance of our scheme on traffic jams is better than those of the previous schemes, although all the schemes can suppress traffic jams. The simulation results are consistent with theoretical analyses. 展开更多
关键词 traffic jam coupled map car-following model control scheme safe headway
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Traffic jam in signalized road network 被引量:1
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作者 祁宏生 王殿海 +1 位作者 陈鹏 别一鸣 《Journal of Central South University》 SCIE EI CAS 2014年第2期832-842,共11页
Traffic jam in large signalized road network presents a complex nature.In order to reveal the jam characteristics,two indexes,SVS(speed of virtual signal) and VOS(velocity of spillover),were proposed respectively.SVS ... Traffic jam in large signalized road network presents a complex nature.In order to reveal the jam characteristics,two indexes,SVS(speed of virtual signal) and VOS(velocity of spillover),were proposed respectively.SVS described the propagation of queue within a link while VOS reflected the spillover velocity of vehicle queue.Based on the two indexes,network jam simulation was carried out on a regular signalized road network.The simulation results show that:1) The propagation of traffic congestion on a signalized road network can be classified into two stages:virtual split driven stage and flow rate driven stage.The former stage is characterized by decreasing virtual split while the latter only depends on flow rate; 2) The jam propagation rate and direction are dependent on traffic demand distribution and other network parameters.The direction with higher demand gets more chance to be jammed.Our findings can serve as the basis of the prevention of the formation and propagation of network traffic jam. 展开更多
关键词 traffic engineering network traffic jam virtual signal traffic control
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Jam Formation of Traffic Flow in Harbor Tunnel
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作者 何红弟 卢伟真 董力耘 《Communications in Theoretical Physics》 SCIE CAS CSCD 2011年第12期1140-1144,共5页
This paper reports a study concerning occurrence and growth of traffic jam in a harbor tunnel. The single-lane with three sections (downgrade, fiat, and upgrade) is taken into account and they are characterized with... This paper reports a study concerning occurrence and growth of traffic jam in a harbor tunnel. The single-lane with three sections (downgrade, fiat, and upgrade) is taken into account and they are characterized with different velocity limit. At the low density, the traffic current increases linearly with density and saturates at some values of immediately density. As the density increases, the traffic jam appears firstly before the upgrade section and then extends to the downgrade section. Additionally, the relationships of the velocity and headway against position in different densities are obta/ned from simulation. These results clearly clarify where and when the traffic jam appears. Finally, the critical densities are derived via the theoretical analysis before and after the discontinuous fronts and the theoretical results are consistent with the critical values of simulation results. 展开更多
关键词 traffic jam critical densities harbor tunnel SLOPE
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Turning Traffic Jams to Jelly
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作者 LI LI 《Beijing Review》 2010年第51期22-23,共2页
Beijing, known for having the worst traffic in China, is brewing up a traffic plan with the harshest ever measures to ensure smooth traffic flow as the capital’s gridlock during rush hour and private car sales soar.
关键词 Turning traffic jams to Jelly
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Will Congestion Pricing Relieve Traffic Jams?
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《Beijing Review》 2010年第22期46-47,共2页
A recent proposal by Qiu Baoxing,Vice Minister of Housing and Urban-Rural Development,to alleviate Beijing’s traffic jams has triggered heated debate among the public.
关键词 Will Congestion Pricing Relieve traffic jams
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FINGDING A WAY OUT Cities carry out distinct strategies in batting with the exacerbating traffic jams
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作者 LI LI 《Beijing Review》 2011年第7期16-20,共5页
Alottery was broadcast live both on TV and over the Internet in Beijing on January 26. The "talk-of-the-town" lottery attracted at least 187,000 pairs of attentive eyes of people who were not yearning for
关键词 FINGDING A WAY OUT Cities carry out distinct strategies in batting with the exacerbating traffic jams
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Module 2 Traffic Jam
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《时代英语(高一版)》 2019年第2期27-36,77-78,共11页
关键词 Module 2 traffic jam 语法填空 短文改错 阅读理解 完形填空
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Module 2 Traffic Jam
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《时代英语(高一版)》 2017年第2期30-38,75,76,共11页
关键词 Module 2 traffic jam 语法填空 短文改错 阅读理解
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Module 2 Traffic Jam
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作者 蔡守一 《时代英语(高一版)》 2011年第3期17-18,32,共3页
关键词 内容要点 Module 2 traffic jam 短文改错
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Module 2 Traffic Jam
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《时代英语(高一版)》 2016年第3期37-40,69,共5页
关键词 短文改错 Module 2 traffic jam 答题卡
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Module 2 Traffic Jam
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《时代英语(高一版)》 2013年第3期19-20,34,共3页
(满分120分;时间80分钟)第一部分听力(共两节,满分20分)第一节(共5小题;每小题1分,满分5分)听下面5段对话。每段对话后有一个小题,从题中所给的A、B、C三个选项中选出最佳选项,并标在试卷的相应位置。听完每段对话后,你都有10秒钟的时... (满分120分;时间80分钟)第一部分听力(共两节,满分20分)第一节(共5小题;每小题1分,满分5分)听下面5段对话。每段对话后有一个小题,从题中所给的A、B、C三个选项中选出最佳选项,并标在试卷的相应位置。听完每段对话后,你都有10秒钟的时间来回答有关小题和阅读下一小题。每段对话仅读一遍。 展开更多
关键词 Module 2 traffic jam 短文改错
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Module 2 Traffic Jam
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《时代英语(高一版)》 2017年第3期23-24,39,共3页
关键词 短文改错 Module 2 traffic jam
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Module 2 Traffic Jam
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《时代英语(高一版)》 2018年第3期23-24,39,共3页
关键词 短文改错 Module 2 traffic jam
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Module 2 Traffic Jam
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《时代英语(高一版)》 2019年第3期45-48,77-78,共5页
关键词 Module 2 traffic jam 短文改错
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Module 2 Traffic Jam
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《时代英语(高一版)》 2012年第3期19-20,34,共3页
关键词 Module 2 traffic jam
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Asymptotic solution of a wide moving jam to a class of higher-order viscous traffic flow models 被引量:1
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作者 Chunxiu WU 《Applied Mathematics and Mechanics(English Edition)》 SCIE EI CSCD 2018年第5期609-622,共14页
The boundary-layer method is used to study a wide moving jam to a class of higher-order viscous models. The equations for characteristic parameters are derived to determine the asymptotic solution. The sufficient and ... The boundary-layer method is used to study a wide moving jam to a class of higher-order viscous models. The equations for characteristic parameters are derived to determine the asymptotic solution. The sufficient and essential conditions for the wide moving jam formation are discussed in detail, respectively, and then used to prove or disprove the existence of the wide moving jam solutions to many well-known higher-order models. It is shown that the numerical results agree with the analytical results. 展开更多
关键词 higher-order traffic flow model wide moving jam boundary-layer method weighted essentially nonoscillatory (WENO) scheme
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基于改进DV-HOP的道路交通拥堵传感节点快速监测
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作者 张华 易丹 《计算机测量与控制》 2024年第3期37-43,共7页
由于现有交通拥堵监控设备在海量三维交通信息中处理数据的能力较差,导致监测目标延迟较高,故设计一种基于改进DV-HOP的道路交通拥堵传感节点快速监测方法;在待监测区域安置无线视觉传感器,划分子节点与Sink节点,采集车辆通行状况和整... 由于现有交通拥堵监控设备在海量三维交通信息中处理数据的能力较差,导致监测目标延迟较高,故设计一种基于改进DV-HOP的道路交通拥堵传感节点快速监测方法;在待监测区域安置无线视觉传感器,划分子节点与Sink节点,采集车辆通行状况和整体长度;把异常道路数据作为小概率事件,确立速率采集周期及交通状态采集周期,推算历史车辆速率均值和交通数据方差,设定拥堵临界值,分析路段是否产生拥堵;对道路交通拥堵节点进行初始化,确定全部道路交通拥堵节点,并将其转换到二维坐标中;利用改进DV-HOP算法获取道路交通拥堵节点位置信息,得出道路交通拥堵节点监测结果;实验分析表明:设计方法的均等系数值可达0.998,数据传输延时仅为3.5 s,表明交通拥堵监测精度较高。 展开更多
关键词 无线传感网 交通拥堵 车辆监测 传感节点 模拟退火算法
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基于多智能体深度强化学习的高速公路可变限速协同控制方法
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作者 余荣杰 徐灵 章锐辞 《同济大学学报(自然科学版)》 EI CAS CSCD 北大核心 2024年第7期1089-1098,共10页
面向高速公路多路段可变限速协同控制需求,针对高维参数空间高效训练寻优难题,提出了应用多智能体深度确定性策略梯度(MADDPG)算法的高速公路可变限速协同控制方法。区别于既有研究的单个智能体深度确定性策略梯度(DDPG)算法,MADDPG将... 面向高速公路多路段可变限速协同控制需求,针对高维参数空间高效训练寻优难题,提出了应用多智能体深度确定性策略梯度(MADDPG)算法的高速公路可变限速协同控制方法。区别于既有研究的单个智能体深度确定性策略梯度(DDPG)算法,MADDPG将每个管控单元抽象为具备Actor-Critic强化学习架构的智能体,在算法训练过程中共享各智能体的状态、动作信息,使得各智能体具备推测其余智能体控制策略的能力,进而实现多路段协同控制。基于开源仿真软件SUMO,在高速公路典型拥堵场景对提出的控制方法开展管控效果验证。实验结果表明,提出的MADDPG算法降低了拥堵持续时间和路段运行速度标准差,分别减少69.23%、47.96%,可显著提高交通效率与安全。对比单智能体DDPG算法,MADDPG可节约50%的训练时间并提高7.44%的累计回报值,多智能体算法可提升协同控制策略的优化效率。进一步,为验证智能体间共享信息的必要性,将MADDPG与独立多智能体DDPG(IDDPG)算法进行对比:相较于IDDPG,MADDPG可使拥堵持续时间、速度标准差均值的改善提升11.65%、19.00%。 展开更多
关键词 交通工程 可变限速协同控制 多智能体深度强化学习 交通拥堵 高速公路 交通效率 交通安全
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