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Evolution and spatial characteristics of tourism field strength of cities linked by high-speed rail (HSR) network in China 被引量:7
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作者 WANG Degen NIU Yu +3 位作者 SUN Feng WANG Kaiyong QIAN Jia LI Feng 《Journal of Geographical Sciences》 SCIE CSCD 2017年第7期835-856,共22页
Traffic is an indispensable prerequisite for a tourism system. The "four vertical and four horizontal" HSR network represents an important milestone of the "traffic revolution" in China. It will affect the spatial... Traffic is an indispensable prerequisite for a tourism system. The "four vertical and four horizontal" HSR network represents an important milestone of the "traffic revolution" in China. It will affect the spatial pattern of tourism accessibility in Chinese cities, thus substan- tially increasing their power to attract tourists and their radiation force. This paper examines the evolution and spatial characteristics of the power to attract tourism of cities linked by China's HSR network by measuring the influence of accessibility of 338 HSR-linked cities using GIS analysis. The results show the following. (1) The accessibility of Chinese cities is optimized by the HSR network, whose spatial pattern of accessibility exhibits an obvious traf- fic direction and causes a high-speed rail-corridor effect. (2) The spatial pattern of tourism field strength in Chinese cities exhibits the dual characteristics of multi-center annular diver- gence and dendritic diffusion. Dendritic diffusion is particularly more obvious along the HSR line. The change rate of urban tourism field strength forms a high-value corridor along the HSR line and exhibits a spatial pattern of decreasing area from the center to the outer limit along the HSR line. (3) The influence of the higher and highest tourism field strength areas along the HSR line is most significant, and the number of cities that distribute into these two types of tourism field strengths significantly increases: their area expands by more than 100% HSR enhances the tourism field strength value of regional central cities, and the radiation range of tourism attraction extends along the HSR line. 展开更多
关键词 high-speed rail network tourism field strength spatial pattern EVOLUTION China
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Network analysis and spatial agglomeration of China’s high-speed rail: A dual network approach 被引量:1
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作者 Wei Wang Wen-Bo Du +2 位作者 Wei-Han Li Lu(Carol)Tong Jiao-E Wang 《Chinese Physics B》 SCIE EI CAS CSCD 2021年第1期612-622,共11页
China has the largest high-speed railway(HSR) system in the world, and it has gradually reshaped the urban network.The HSR system can be represented as different types of networks in terms of the nodes and various rel... China has the largest high-speed railway(HSR) system in the world, and it has gradually reshaped the urban network.The HSR system can be represented as different types of networks in terms of the nodes and various relationships(i.e.,linkages) between them. In this paper, we first introduce a general dual network model, including a physical network(PN)and a logical network(LN) to provide a comparative analysis for China’s high-speed rail network via complex network theory. The PN represents a layout of stations and rail tracks, and forms the basis for operating all trains. The LN is a network composed of the origin and destination stations of each high-speed train and the train flows between them. China’s high-speed railway(CHSR) has different topological structures and link strengths for PN in comparison with the LN. In the study, the community detection is used to analyze China’s high-speed rail networks and several communities are found to be similar to the layout of planned urban agglomerations in China. Furthermore, the hierarchies of urban agglomerations are different from each other according to the strength of inter-regional interaction and intra-regional interaction, which are respectively related to location and spatial development strategies. Moreover, a case study of the Yangtze River Delta shows that the hub stations have different resource divisions and are major contributors to the gap between train departure and arrival flows. 展开更多
关键词 China’s high-speed rail dual network network analysis urban agglomeration
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Evaluation and optimization analysis of high-speed rail network structure in Northeast China under the background of northeast revitalization 被引量:1
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作者 XU Shaojie WANG Fuyuan WANG Kaiyong 《Regional Sustainability》 2021年第4期349-362,共14页
The construction of high-speed rail(HSR)network has promoted the social-economic ties of cities,accelerated the compression of time and space,and changed the pattern of regional development.In this paper,with the adop... The construction of high-speed rail(HSR)network has promoted the social-economic ties of cities,accelerated the compression of time and space,and changed the pattern of regional development.In this paper,with the adoption of the operation frequency data of HSR from 12306 website,and based on the HSR connection strength model and social network analysis model,as well as according to the HSR connection strength,HSR network density,centrality,agglomeration subgroup,and other indicators,we analyzed the characteristics of HSR network structure in Northeast China.Results show that the number of HSR cities in Northeast China is small,cities in HSR network generally exhibit weak connectivity,and the existence of HSR network marginalizes cities such as Ulanhot,Baicheng,and Songyuan,which significantly reduce the overall network connectivity of Northeast China.The overall centrality of HSR network in Northeast China is characterized by“one axis,four edges”;specifically,the one axis is located in Harbin-Dalian transportation line and the four edges are located on both sides of the main axis of Harbin-Dalian transportation line.Eight agglomeration subgroups(four double city subgroups and four multi city subgroups)have formed in Northeast China.The core status of Shenyang in HSR network is improved significantly,and“one axis and two wings”HSR network in Liaoning Province is improved significantly.With the gradual expansion of Chaoyang-Fuxin,Dandong-Benxi,and Jilin-Yanji branch networks,the“point axis”HSR network mode in Northeast China has gradually developed and matured.In the future,it is recommended to rely on eight agglomerating subgroups to encrypt HSR network structure,create secondary node central cities,and gradually build a new pattern of opening up in Northeast China. 展开更多
关键词 Social network analysis high-speed rail network structure Operation frequency Intercity connection intensity network density analysis Northeast China
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A Control Simulation Method of High-Speed Trains on Railway Network with Irregular Influence
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作者 杨立兴 李想 李克平 《Communications in Theoretical Physics》 SCIE CAS CSCD 2011年第9期411-418,共8页
Based on the discrete time method, an effective movement control model is designed for a group of high- speed trains on a rail network. The purpose of the model is to investigate the specific traffic characteristics o... Based on the discrete time method, an effective movement control model is designed for a group of high- speed trains on a rail network. The purpose of the model is to investigate the specific traffic characteristics of high-speed trains under the interruption of stochastic irregular events. In the model, the high-speed rail traffic system is supposed to be equipped with the moving-block signalling system to guarantee maximum traversing capacity of the railway. To keep the safety of trains' movements, some operational strategies are proposed to control the movements of trains in the model, including traction operation, braking operation, and entering-station operation. The numerical simulations show that the designed model can well describe the movements of high-speed trains on the rail network. The research results can provide the useful information not only for investigating the propagation features of relevant delays under the irregular disturbance but also for rerouting and reseheduling trains on the rail network. 展开更多
关键词 high-speed train rail network discrete-time simulation irregular event
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Analysis of Dual-Core Type City and Its Hinterland Contact Pattern under the Background of High-Speed Rail Networking—Urban Agglomeration in Zhejiang Province as an Example
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作者 Xiaohong Ren 《Journal of Transportation Technologies》 2016年第4期207-217,共12页
Under the background of high-speed rail networking, this paper uses the passenger trains, the type and direction of the railway via Hang Yong and its extension road line, to construct adsorption and dependency index a... Under the background of high-speed rail networking, this paper uses the passenger trains, the type and direction of the railway via Hang Yong and its extension road line, to construct adsorption and dependency index among cities, depict the contact pattern between the Hang Yong dual-core and its hinterland, measure the “net effect” that two center cities (Hangzhou, Ningbo) have on their hinterland, and estimate population agglomeration potential and future possible population flows of Zhejiang Province and the main sample cities. The result shows that, compared with Ningbo, Hangzhou has stronger radiation force to the vast majority of sample cities, and the sample cities affected more by Ningbo mainly concentrates in Ningbo-Taizhou-Wenzhou along;in addition, the sample cities such as Hangzhou, Ningbo and so on show better population agglomeration, then the population “scramble” phenomenon between cities has begun to appear. 展开更多
关键词 high-speed rail networking Contact Pattern Measurement
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A Novel Model for Describing Rail Weld Irregularities and Predicting Wheel-Rail Forces Using a Machine Learning Approach
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作者 Linlin Sun Zihui Wang +3 位作者 Shukun Cui Ziquan Yan Weiping Hu Qingchun Meng 《Computer Modeling in Engineering & Sciences》 SCIE EI 2025年第1期555-577,共23页
Rail weld irregularities are one of the primary excitation sources for vehicle-track interaction dynamics in modern high-speed railways.They can cause significant wheel-rail dynamic interactions,leading to wheel-rail ... Rail weld irregularities are one of the primary excitation sources for vehicle-track interaction dynamics in modern high-speed railways.They can cause significant wheel-rail dynamic interactions,leading to wheel-rail noise,component damage,and deterioration.Few researchers have employed the vehicle-track interaction dynamic model to study the dynamic interactions between wheel and rail induced by rail weld geometry irregularities.However,the cosine wave model used to simulate rail weld irregularities mainly focuses on the maximum value and neglects the geometric shape.In this study,novel theoretical models were developed for three categories of rail weld irregularities,based on measurements of the high-speed railway from Beijing to Shanghai.The vertical dynamic forces in the time and frequency domains were compared under different running speeds.These forces generated by the rail weld irregularities that were measured and modeled,respectively,were compared to validate the accuracy of the proposed model.Finally,based on the numerical study,the impact force due to rail weld irrregularity is modeled using an Artificial Neural Network(ANN),and the optimum combination of parameters for this model is found.The results showed that the proposed model provided a more accurate wheel/rail dynamic evaluation caused by rail weld irregularities than that established in the literature.The ANN model used in this paper can effectively predict the impact force due to rail weld irrregularity while reducing the computation time. 展开更多
关键词 rail weld irregularity high-speed railway vehicle-track coupled dynamics wheel/rail dynamic vertical force artificial neural networks
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Problems and Suggestions in the Use of Track Control Network of Beijing Zhangjiakou High Speed Railway
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作者 LI Fan ZHONG Zhuogang +1 位作者 WANG Jiahui ZHENG Shunhang 《外文科技期刊数据库(文摘版)工程技术》 2021年第9期811-815,共8页
The Beijing-Zhangjiakou high-speed railway starts from Beijingbei railway station and ends at Zhangjiakou station, Zhangjiakou city. Changping workshop of high-speed railway of Beijing track maintenance division has t... The Beijing-Zhangjiakou high-speed railway starts from Beijingbei railway station and ends at Zhangjiakou station, Zhangjiakou city. Changping workshop of high-speed railway of Beijing track maintenance division has the jurisdiction of about 122.3km (including Yanqing railway). According to the site situation, this paper summarizes and analyzes the problems in the use of the track control network (CPIII) in this section, and puts forward some improvement suggestions based on the experience, hoping to provide some enlightenment for the design of the high-speed railway precision measurement network in the future. 展开更多
关键词 Beijing-Zhangjiakou high-speed railway Beijing track maintenance division rail control network
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考虑站点失效影响的轨道交通应急救援站选址研究
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作者 崔欣 雍昊臻 +1 位作者 杨凌然 白如平 《科技创新与应用》 2026年第1期51-54,共4页
该文构建轨道交通应急救援站选址模型,在考虑应急救援站数量、最大应急救援距离约束的基础上,考虑轨道交通网络不同站点失效影响大小的差异。以杭州地铁网络为例,基于站点失效后受影响乘客数量多少量化不同站点失效影响大小,通过免疫算... 该文构建轨道交通应急救援站选址模型,在考虑应急救援站数量、最大应急救援距离约束的基础上,考虑轨道交通网络不同站点失效影响大小的差异。以杭州地铁网络为例,基于站点失效后受影响乘客数量多少量化不同站点失效影响大小,通过免疫算法求解应急救援站选址模型。结果表明,早高峰期间单个站点失效后可导致轨道交通网络中33.66%的乘客出行受影响。增设应急救援站可缩短应急救援距离,当最大应急救援距离要求小于5 km时,增设救援站对缩短应急救援距离的效果不再显著;通过优化救援站选址,使救援站距失效影响大的轨道站点更近,将有助于降低因突发事件对轨道交通运营和乘客出行造成的影响。 展开更多
关键词 轨道交通 应急救援 复杂网络 乘客出行 救援距离
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Risk Management of Large Infrastructure Projects: Risk, Uncertainty, and Complexity
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作者 Zhen Liu Lijie An +1 位作者 Dong-Joo Kim Junyou Liu 《Journal of Architectural Research and Development》 2022年第5期20-24,共5页
The development of large infrastructure projects requires the consideration of many different risks in advance,of which the two common risks are strategic risk and project risk.This study provides an overview of the d... The development of large infrastructure projects requires the consideration of many different risks in advance,of which the two common risks are strategic risk and project risk.This study provides an overview of the different relevant literature on risk management of large infrastructure projects.Based on the Hong Kong section of the Guangzhou-Shenzhen-Hong Kong high-speed rail,this study identified the project’s main strategic risks and project risks,and provided suggestions for risk management. 展开更多
关键词 Transport infrastructure RISK UNCERTAINTY complexITY Guangzhou-Shenzhen-Hong Kong high-speed rail
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城市轨道交通拓扑线网生成数学模型
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作者 梁青槐 黄磊 赵家启 《铁道工程学报》 北大核心 2025年第11期91-96,共6页
研究目的:确定城市轨道交通线网的形态和布局是线网规划中的核心工作,这直接影响到网络的运行效率、服务水平以及应对运营风险的能力。目前线网规划工程实践中,线网形态和布局通常采用定性分析方法确定,既受人为因素影响,又在网络较大时... 研究目的:确定城市轨道交通线网的形态和布局是线网规划中的核心工作,这直接影响到网络的运行效率、服务水平以及应对运营风险的能力。目前线网规划工程实践中,线网形态和布局通常采用定性分析方法确定,既受人为因素影响,又在网络较大时,难以准确、系统、科学地把握网络整体性能。旨在采用数学模型方法构建反映线网形态和布局的拓扑线网,本文基于复杂网络理论,以线网服务能力、结构性能、连通性能及安全性能为目标,建立了一种城市轨道交通拓扑线网生成数学模型。模型采用NSGA-Ⅲ算法进行求解,避免主观赋权产生影响。最后,以福州市轨道交通运营线网为算例,验证了模型的有效性。研究结论:(1)以线网服务能力、结构性能、连通性能及安全性能为目标,构建了城市轨道交通拓扑线网生成数学模型;(2)相较于福州市既有运营线网,在保持相同鲁棒性能的同时,生成的拓扑网络客流吸引能力提升10%,空间匹配度提升84%,网络延伸性提升4%,更契合城市的人口空间分布特征;(3)本研究可为城市轨道交通线网定量化规划提供参考。 展开更多
关键词 城市轨道交通 复杂网络理论 网络布局 鲁棒性 NSGA-Ⅲ
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基于复杂网络的轨道交通站点暴雨内涝韧性影响因素研究
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作者 马立强 赵昂 郑彬彬 《中国安全科学学报》 北大核心 2025年第6期142-147,共6页
为提升暴雨内涝下城市轨道交通站点运营的稳定性,提出一种基于复杂网络的韧性影响因素重要性评估方法。基于韧性的定义和内涵,从稳定性、抵抗性、恢复性和适应性4个方面,提取23个暴雨内涝韧性影响因素,并根据其相互影响关系构建韧性影... 为提升暴雨内涝下城市轨道交通站点运营的稳定性,提出一种基于复杂网络的韧性影响因素重要性评估方法。基于韧性的定义和内涵,从稳定性、抵抗性、恢复性和适应性4个方面,提取23个暴雨内涝韧性影响因素,并根据其相互影响关系构建韧性影响因素复杂网络,建立包含点度中心性(DC)、接近中心性(CC)、介数中心性(BC)、聚类系数的影响因素重要性评价指标体系;采用序关系分析法(G1)-变异系数法(CV)组合赋权法赋权指标,运用多准则妥协解排序法(VIKOR)识别关键影响因素。结果表明:风险监测预警系统、移动通信设备、站点挡水能力、防汛设备维护与保养频率、应急供电设备、防汛工作人员专业水平、站点排水能力、防汛培训演练频率是城市轨道交通站点韧性的关键影响因素。 展开更多
关键词 复杂网络 轨道交通站点 暴雨内涝 韧性 影响因素
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基于网络演化的城市轨道交通系统关键站点识别 被引量:1
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作者 赵千 陈湘生 +2 位作者 胡明伟 韩凯航 苏栋 《市政技术》 2025年第2期1-9,共9页
为提升城市轨道交通系统的韧性,识别复杂网络中的关键节点具有重要意义。构建了动态城市轨道交通系统复杂网络模型,结合网络拓扑结构特征和交通运输服务能力,从网络演化的角度识别不同发展阶段下的网络关键节点。通过对深圳市轨道交通... 为提升城市轨道交通系统的韧性,识别复杂网络中的关键节点具有重要意义。构建了动态城市轨道交通系统复杂网络模型,结合网络拓扑结构特征和交通运输服务能力,从网络演化的角度识别不同发展阶段下的网络关键节点。通过对深圳市轨道交通网络的分析,结果表明在网络的起步建设阶段(2004-2013年),中介中心性高的节点对网络连通性影响显著;而在快速发展阶段(2014-2022年)和网络成熟阶段(2023年以后),度中心性高的换乘节点则对网络韧性更为关键。该研究为城市轨道交通系统的风险管理和应急响应提供了理论支持,未来研究可进一步探讨在实际客流加权和灾害扰动下的韧性评估与提升策略。 展开更多
关键词 城市轨道交通 网络演化 复杂网络 关键节点 网络韧性
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基于面板数据分析的城市轨道交通网络客流影响规律研究
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作者 石庄彬 刘小庆 +2 位作者 钱乾 何明卫 刘阳 《都市快轨交通》 北大核心 2025年第2期46-52,共7页
针对我国城市轨道交通建设规模与客流效率之间不匹配的问题,有必要深入了解并掌握网络客流影响规律,提升客流量水平。然而,由于缺乏纵向数据的对比,对社会经济因素、网络结构特征等与客流量间的相互关系研究仍不够深入。为实现城市轨道... 针对我国城市轨道交通建设规模与客流效率之间不匹配的问题,有必要深入了解并掌握网络客流影响规律,提升客流量水平。然而,由于缺乏纵向数据的对比,对社会经济因素、网络结构特征等与客流量间的相互关系研究仍不够深入。为实现城市轨道交通资源的合理利用,提高核心竞争力,厘清网络结构、经济人口等因素与客流量的关系,采用2012—2020年的年度面板数据,计算城市轨道交通站点网络的拓扑特征指标,并建立时间固定效应模型,试图探究城市轨道交通网络拓扑结构及其与城市布局耦合关系对客流量变化的影响。研究结果表明:随着城市轨道交通网络的发展,交通网络结构的复杂程度越来越高,换乘枢纽站点不断增多,对网络连接起到重要作用;城市轨道交通网络拓扑变量的变化对客流量提升具有显著影响,网络分布的致密化和区域枢纽化有助于提升换乘连接,吸引更多客流;耦合协调度对客流量变化影响显著,轨道线网规划中需要因地制宜地考虑人口分布与线路布局的耦合关系。最后,从轨道交通网络建设规划方面提出了相关政策建议,以期为城市轨道交通建设规划的相关政策制定提供理论依据。 展开更多
关键词 城市轨道交通 复杂网络 客流影响规律 面板数据 耦合协调度
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高铁网络对资源型城市要素配置效率的影响
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作者 邱语 兰秀娟 +1 位作者 于连超 张卫国 《资源科学》 北大核心 2025年第10期2161-2176,共16页
【目的】高铁网络深刻影响要素空间配置格局,探讨高铁网络对资源型城市要素配置效率的作用,可为推动此类地区高质量发展提供理论依据和政策参考。【方法】基于中心-外围理论,构建高铁网络影响外围要素配置效率的理论框架,采用复杂网络... 【目的】高铁网络深刻影响要素空间配置格局,探讨高铁网络对资源型城市要素配置效率的作用,可为推动此类地区高质量发展提供理论依据和政策参考。【方法】基于中心-外围理论,构建高铁网络影响外围要素配置效率的理论框架,采用复杂网络分析法和双向固定效应模型,利用2009—2021年中国114个资源型城市进行实证检验。【结果】①高铁网络显著提升了资源型城市整体要素配置效率,且节点城市的“中介地位”作用强于“广度地位”作用。②多维要素分解发现,高铁网络显著提升了低技能劳动力和能源配置效率,但降低了中等技能劳动力和资本配置效率,对高技能劳动力影响不显著。其中,对低技能劳动力配置的提升作用尤为突出。③异质性分析发现,高铁网络的提升效应在成熟型城市、与中心城市距离300 km范围内的城市以及内陆地区更为显著。且不同类型要素的提升作用也因发展阶段、空间距离和地理区位存在结构性差异。【结论】高铁网络建设有助于缓解资源型城市的要素错配,但其影响具有明显的要素类型与城市特征异质性。应结合各地要素禀赋与发展阶段,在完善高铁网络布局的同时实施分类指导,以更精准地发挥其要素再配置功能。 展开更多
关键词 高铁网络 要素配置效率 劳动力 资本 能源 中心-外围理论 复杂网络分析法 资源型城市
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考虑集体影响力的公交-轨道双层网络韧性研究——以重庆市为例
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作者 李治君 牟凤云 +2 位作者 邵志豪 李卓文 王贵林 《中国安全生产科学技术》 北大核心 2025年第7期158-165,共8页
为提升城市公共交通抗灾韧性,以重庆市中心城区为为例,采用复杂网络理论中Space-L法构建公交网络与轨道网络,耦合半径为500 m的公交-轨道双层交通网络;分析静态网络抗灾韧性并基于节点度值与集体影响力大小,采用随机攻击与蓄意攻击方式... 为提升城市公共交通抗灾韧性,以重庆市中心城区为为例,采用复杂网络理论中Space-L法构建公交网络与轨道网络,耦合半径为500 m的公交-轨道双层交通网络;分析静态网络抗灾韧性并基于节点度值与集体影响力大小,采用随机攻击与蓄意攻击方式,模拟单站点和多站点在遭受城市突发灾害破坏时城市公共交通失效情况,分析动态网络抗灾韧性。研究结果表明:单层交通网络比双层交通网络更易瘫痪;公交-轨道双层网络高集体影响力站点受到影响后更易产生网络层间分裂导致公共交通系统瘫痪。研究结果可为提高城市公共交通系统整体韧性提供参考。 展开更多
关键词 公交网络 轨道网络 公交-轨道双层交通网络 复杂网络理论 韧性 集体影响力
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城市轨道交通线网拓扑特性及抗毁性分析
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作者 李僖 马亮 +1 位作者 郭进 应文淇 《铁道标准设计》 北大核心 2025年第7期39-45,共7页
为研究城市轨道交通网络的拓扑特性和抗毁性,根据复杂网络理论,构建城市轨道交通复杂网络模型。根据节点的度数、介数、聚类系数、网络直径和平均路径长度等拓扑指标,分析网络的小世界和无标度特性。以网络效率和网络连通度作为表征指标... 为研究城市轨道交通网络的拓扑特性和抗毁性,根据复杂网络理论,构建城市轨道交通复杂网络模型。根据节点的度数、介数、聚类系数、网络直径和平均路径长度等拓扑指标,分析网络的小世界和无标度特性。以网络效率和网络连通度作为表征指标,从随机失效和蓄意破坏两个角度分析网络的抗毁性。以某市不同时期轨道交通线网为例,对比分析该市现阶段城轨线网和新规划城轨线网的拓扑特性和抗毁性。结果表明:相对于随机失效,蓄意破坏更容易导致网络崩溃;相对于最大度破坏,最大介数破坏更容易导致网络崩溃,应优先将介数最大的节点作为关键节点加强保护。同时,与既有城轨线网相比,新规划线网的连通性、出行便捷性、出行效率与抗毁性均有所提高。 展开更多
关键词 城市轨道交通线网 复杂网络 抗毁性 随机失效 蓄意破坏
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省会城市间高铁网络拓扑分析及抗毁仿真研究
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作者 陈栋栋 鞠儒生 邱思航 《计算机仿真》 2025年第6期8-15,共8页
为分析我国省会城市间高速铁路网络的拓扑特性与基于结构特征的抗毁性能,基于真实数据构建复杂网络,利用Gephi及networkx绘制高铁网络拓扑结构图,分析该网络拓扑特征测度,通过随机和蓄意攻击策略建立抗毁测试模型并进行研究。采用优劣... 为分析我国省会城市间高速铁路网络的拓扑特性与基于结构特征的抗毁性能,基于真实数据构建复杂网络,利用Gephi及networkx绘制高铁网络拓扑结构图,分析该网络拓扑特征测度,通过随机和蓄意攻击策略建立抗毁测试模型并进行研究。采用优劣解距离法(Topsis)基于中心性指标计算高铁站点的重要性排名,提出基于Topsis综合指标的动态攻击策略,与多种传统攻击方法进行对比并在该网络上实验验证达到最优。研究表明,我国省会城市间高铁网络具有小世界和无标度特性,有较强的异质性。上述网络在维持网络效率和最大联通子图指标时,表现出良好的抗毁性能。验证了提出的动态Topsis攻击方法是一种对高铁网络行之有效的毁伤策略。 展开更多
关键词 复杂网络理论 城市间高铁网络 拓扑特征 优劣解距离法 抗毁仿真
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城市轨道交通网络多阶段演化特征分析
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作者 李晴 朱震军 +2 位作者 赵云鹏 张旭辉 林亦书 《重庆理工大学学报(自然科学)》 北大核心 2025年第12期227-235,共9页
随着我国部分城市轨道交通网络已完成从传统“线路型”向多元“网络型”的转变,网络拓扑结构演化特征日益明显,成网发展过程对客流的吸引力不断增强。为解析网络整体发展趋势及演化规律,基于Space L模型建立城市轨道交通拓扑网络,以国... 随着我国部分城市轨道交通网络已完成从传统“线路型”向多元“网络型”的转变,网络拓扑结构演化特征日益明显,成网发展过程对客流的吸引力不断增强。为解析网络整体发展趋势及演化规律,基于Space L模型建立城市轨道交通拓扑网络,以国内39个城市的轨道交通网络为案例,提取复杂网络拓扑结构特征指标,使用客运量表征其客流属性。选取全局与局部网络变量构建高斯混合模型,将我国城市轨道交通网络划分为4个发展阶段。各阶段在站点数量、线路数量以及运营里程等关键指标上呈现显著差异;网络直径在网络化运营阶段达到最大,成熟完善阶段轨道网络密度增加,乘客数量显著提升。研究成果可为处于不同发展阶段各城市的轨道交通网络规划建设及效益提升提供理论依据与实践参考。 展开更多
关键词 城市轨道交通网络 网络演化 发展阶段 复杂网络指标 高斯混合模型
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城市轨道交通系统暴雨风险演化网络特性及韧性提升策略
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作者 汤洪霞 郑静萱 +2 位作者 李梦笛 王菲 邵志国 《铁道标准设计》 北大核心 2025年第8期64-71,共8页
极端恶劣天气频发,严重影响着城市轨道交通系统的运营安全和可持续发展,如何提高城市轨道交通系统抵御灾害的能力及运营安全水平已成为亟需解决的关键问题。首先,分析2004—2023年间因暴雨造成的城市轨道交通系统运营事故,并提取事故中... 极端恶劣天气频发,严重影响着城市轨道交通系统的运营安全和可持续发展,如何提高城市轨道交通系统抵御灾害的能力及运营安全水平已成为亟需解决的关键问题。首先,分析2004—2023年间因暴雨造成的城市轨道交通系统运营事故,并提取事故中的暴雨风险因子构建城市轨道交通系统暴雨风险演化网络模型;然后,结合复杂网络理论,计算网络静态拓扑特征指标,对节点及其计算结果进行灰色关联度分析得到关键风险因子,并结合蓄意攻击失效原理对关键风险因子分别从单个节点失效与节点连续失效角度进行动态模拟仿真,探析关键风险因子失效对整个网络的影响程度;最后,以青岛地铁13号线“7·23”井冈山路地铁站浸水事件为例,分析事故中的风险传播路径,并有针对性地提出城市轨道交通系统韧性提升策略。结果表明,地铁站浸水、列车停运、积水、排水系统故障和强降雨对城市轨道交通系统暴雨风险演化网络的影响显著,是风险控制的关键节点;采取相应的风险规避措施,可以有效降低整个城市轨道交通系统暴雨风险演化网络中风险的传播效率,提升城市轨道交通系统韧性。 展开更多
关键词 城市轨道交通系统 暴雨灾害 风险链 复杂网络 韧性
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GGC:Gray-Granger Causality Method for Sensor Correlation Network Structure Mining on High-Speed Train
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作者 Jie Man Honghui Dong +1 位作者 Limin Jia Yong Qin 《Tsinghua Science and Technology》 SCIE EI CAS CSCD 2022年第1期207-222,共16页
Vehicle information on high-speed trains can not only determine whether the various parts of the train are working normally,but also predict the train’s future operating status.How to obtain valuable information from... Vehicle information on high-speed trains can not only determine whether the various parts of the train are working normally,but also predict the train’s future operating status.How to obtain valuable information from massive vehicle data is a difficult point.First,we divide the vehicle data of a high-speed train into 13 subsystem datasets,according to the functions of the collection components.Then,according to the gray theory and the Granger causality test,we propose the Gray-Granger Causality(GGC)model,which can construct a vehicle information network on the basis of the correlation between the collection components.By using the complex network theory to mine vehicle information and its subsystem networks,we find that the vehicle information network and its subsystem networks have the characteristics of a scale-free network.In addition,the vehicle information network is weak against attacks,but the subsystem network is closely connected and strong against attacks. 展开更多
关键词 vehicle information network structure mining gray theory Granger causality theory complex network theory high-speed train
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