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Cascading Delays for the High-Speed Rail Network Under Different Emergencies:A Double Layer Network Approach 被引量:1
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作者 Xingtang Wu Mingkun Yang +3 位作者 Wenbo Lian Min Zhou Hongwei Wang Hairong Dong 《IEEE/CAA Journal of Automatica Sinica》 SCIE EI CSCD 2023年第10期2014-2025,共12页
High-speed rail(HSR) has formed a networked operational scale in China. Any internal or external disturbance may deviate trains’ operation from the planned schedules, resulting in primary delays or even cascading del... High-speed rail(HSR) has formed a networked operational scale in China. Any internal or external disturbance may deviate trains’ operation from the planned schedules, resulting in primary delays or even cascading delays on a network scale. Studying the delay propagation mechanism could help to improve the timetable resilience in the planning stage and realize cooperative rescheduling for dispatchers. To quickly and effectively predict the spatial-temporal range of cascading delays, this paper proposes a max-plus algebra based delay propagation model considering trains’ operation strategy and the systems’ constraints. A double-layer network based breadth-first search algorithm based on the constraint network and the timetable network is further proposed to solve the delay propagation process for different kinds of emergencies. The proposed model could deal with the delay propagation problem when emergencies occur in sections or stations and is suitable for static emergencies and dynamic emergencies. Case studies show that the proposed algorithm can significantly improve the computational efficiency of the large-scale HSR network. Moreover, the real operational data of China HSR is adopted to verify the proposed model, and the results show that the cascading delays can be timely and accurately inferred, and the delay propagation characteristics under three kinds of emergencies are unfolded. 展开更多
关键词 Delay propagation double layer network high speed rail network max-plus algebra
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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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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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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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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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Research on the Impact and Strategies of Rail Transit Network Integration in the Context of Metropolitan Area Development:A Case Study of the Wuhan Metropolitan Area
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作者 Xiaorong Wang Rong Li 《Proceedings of Business and Economic Studies》 2024年第5期73-80,共8页
The metropolitan area is one of the key focal points in the construction and development of China’s new urbanization.Urban integration is an emerging trend in metropolitan areas.This paper explores the traffic demand... The metropolitan area is one of the key focal points in the construction and development of China’s new urbanization.Urban integration is an emerging trend in metropolitan areas.This paper explores the traffic demand characteristics and economic aspects of rail transit within metropolitan regions and argues that the construction of an integrated urban rail transit network is an effective approach to support their development.Rail transit in metropolitan areas offers both technical and economic advantages,improving the efficiency of time and space resource utilization,fostering economic cooperation,and ultimately contributing to an integrated development model.However,the integration of rail transit networks faces several challenges,including road network planning,technical standards,and operational organization.Using the Wuhan metropolitan area as a case study,this paper analyzes the challenges of rail transit network integration and proposes strategic solutions for development. 展开更多
关键词 rail transit Metropolitan area rail network integration URBANIZATION
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The Effects of Urban Rail Transportation Projects on Urban Areas:Case Study of Izmir
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作者 Yakup Egercioglu 《Journal of Traffic and Transportation Engineering》 2025年第1期36-44,共9页
Starting in the late nineteenth century rail network expansion activities in large cities of developed countries has been in trouble because of the energy crisis in the 1970s,but the rail system works in the 1990s acc... Starting in the late nineteenth century rail network expansion activities in large cities of developed countries has been in trouble because of the energy crisis in the 1970s,but the rail system works in the 1990s accelerated the concepts of environmental and economic sustainability,and is still continuing today.In the 1970s urban rail systems,previously only applied to highly populated cities,started to be implemented in low-populated urban areas.Despite efforts to accelerate rail system in the 1990s in developed countries,many developing countries had not have rail networks.In countries which had been studying on rail system networks,along with the acceleration of urban development,due to the lack of transportation plans,inadequate or incorrect implementation of the plans or changing actions in the implementation phase applied advanced rail system has not reached capacity or expected.In Turkey,the purpose,goals and policies of transport plans are away from integrity,and the problems are not clearly detected.Also,not defined and incomplete assessment of transportation systems and insufficient financial analysis are the most important cause of failure.Rail systems and other transportation systems to be addressed as a whole is seen as the main factor in increasing efficiency in applications that are not integrated yet in our country to come to this point has led to the problem.Compared to other transport systems,rail systems require more efficient use of the investment because of the high investment costs,so that implementation of these systems without deviating from the main policies and objectives,efficient use of financial resources has become crucial for the correct orientation of the investment.One of the most important factors in the provision of effective use of rail systems is locating in the right corridor.Provided,however,to meet the expected passenger capacity in terms of investment is very important to achieve the objective.In this study,located in the city of İzmir,Bornova-Üçyol Metro line and Aliağa-Menderesİzban Light Rail System and light rail systems in the coming years and the projected capacity of recommendation after analyzing tried to reveal the effects of urban space. 展开更多
关键词 rail network expansion urban development transportation planning financial analysis passenger capacity
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A simulation model for estimating train and passenger delays in large-scale rail transit networks 被引量:5
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作者 江志彬 李锋 +1 位作者 徐瑞华 高鹏 《Journal of Central South University》 SCIE EI CAS 2012年第12期3603-3613,共11页
A simulation model was proposed to investigate the relationship between train delays and passenger delays and to predict the dynamic passenger distribution in a large-scale rail transit network. It was assumed that th... A simulation model was proposed to investigate the relationship between train delays and passenger delays and to predict the dynamic passenger distribution in a large-scale rail transit network. It was assumed that the time varying original-destination demand and passenger path choice probability were given. Passengers were assumed not to change their destinations and travel paths after delay occurs. CapaciW constraints of train and queue rules of alighting and boarding were taken into account. By using the time-driven simulation, the states of passengers, trains and other facilities in the network were updated every time step. The proposed methodology was also tested in a real network, for demonstration. The results reveal that short train delay does not necessarily result in passenger delays, while, on the contrary, some passengers may get benefits from the short delay. However, large initial train delay may result in not only knock-on train and passenger delays along the same line, but also the passenger delays across the entire rail transit network. 展开更多
关键词 delay simulation passenger delay train delay rail transit network TIMETABLE
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Importance Analysis of Urban Rail Transit Network Station Based on Passenger 被引量:4
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作者 Jun Jin Man Li +4 位作者 Yanhui Wang Lingxi Zhu Liang Ping Bo Wang Ping Li 《Journal of Intelligent Learning Systems and Applications》 2013年第4期232-236,共5页
Current urban rail transit has become a major mode of transportation, and passenger is an important factor of urban rail transport, so this article is based on passenger and the degree of the road network structure, c... Current urban rail transit has become a major mode of transportation, and passenger is an important factor of urban rail transport, so this article is based on passenger and the degree of the road network structure, calculating the point intensity of stations of urban rail transit, and then reaching a station importance by integrating many point intensities in a survey cycle time, and getting the station importance of urban rail transit network through concrete examples. 展开更多
关键词 STATION IMPORTANCE Point INTENSITY PASSENGER Urban rail TRANSIT network
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Preliminary Study on Selling Tickets in Reason for Last Trains on Beijing Rail Transit Network
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作者 Yang Wang Jie Xu +4 位作者 Limin Jia Jianyuan Guo Ping Liang Bo Wang Jinxin Xie 《Journal of Intelligent Learning Systems and Applications》 2013年第4期254-260,共7页
With the increase of Beijing urban rail transport network, the structure of the road network is becoming more complex, and passengers have more travel options. Together with the complex paths and different timetables,... With the increase of Beijing urban rail transport network, the structure of the road network is becoming more complex, and passengers have more travel options. Together with the complex paths and different timetables, taking the last train is becoming much more difficult and unsuccessful. To avoid losses, we propose feasible suggestions to the last train with reasonable selling tickets system. 展开更多
关键词 Intelligent Transportation Urban rail Transport network Automatic TICKETING System The LAST Train Transfer
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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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Detection and Diagnosis of Urban Rail Vehicle Auxiliary Inverter Using Wavelet Packet and RBF Neural Network 被引量:1
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作者 Guangwu Liu Jing Long +3 位作者 Lingzhi Yang Zhaoyi Su Dechen Yao Xiangli Zhong 《Journal of Intelligent Learning Systems and Applications》 2013年第4期211-215,共5页
This study concerns with fault diagnosis of urban rail vehicle auxiliary inverter using wavelet packet and RBF neural network. Four statistical features are selected: standard voltage signal, voltage fluctuation signa... This study concerns with fault diagnosis of urban rail vehicle auxiliary inverter using wavelet packet and RBF neural network. Four statistical features are selected: standard voltage signal, voltage fluctuation signal, impulsive transient signal and frequency variation signal. In this article, the original signals are decomposed into different frequency subbands by wavelet packet. Next, an automatic feature extraction algorithm is constructed. Finally, those wavelet packet energy eigenvectors are taken as fault samples to train RBF neural network. The result shows that the RBF neural network is effective in the detection and diagnosis of various urban rail vehicle auxiliary inverter faults. 展开更多
关键词 Fault DIAGNOSIS Urban rail Vehicle AUXILIARY Inverter WAVELET PACKET RBF Neural network
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2025年世界城市轨道交通运营统计与分析综述
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作者 韩宝明 张植 +7 位作者 封方威 鲁放 高婕 邹林翰 梁锦斐 秦岭 赵丽君 靳雨馨 《都市快轨交通》 北大核心 2026年第1期1-12,共12页
参考国际上较为通行的统计标准,将城市轨道交通分为地铁、轻轨和有轨电车三大类。同时,引入通勤铁路,以此对全球城市轨道交通运营现状进行更大尺度的分析,并对我国轨道交通的发展提供借鉴。截至2025年底,全球共有79个国家和地区的562座... 参考国际上较为通行的统计标准,将城市轨道交通分为地铁、轻轨和有轨电车三大类。同时,引入通勤铁路,以此对全球城市轨道交通运营现状进行更大尺度的分析,并对我国轨道交通的发展提供借鉴。截至2025年底,全球共有79个国家和地区的562座城市开通城市轨道交通,运营里程达到46528.95 km,其中地铁、轻轨和有轨电车的运营里程分别为22789.91 km、6469.95 km、17269.09 km,分别占总运营里程的48.98%、13.91%和37.11%。截至2025年底,中国(含港澳台)累计有65座城市开通运营轨道交通,里程达13796.06 km,其中中国内地运营里程13071.58 km,港澳台地区里程724.48 km。2024年,全球61个国家共190座城市累计运送地铁客流760.51亿人次,平均负荷强度0.99万人次/(d·km)。中国(含港澳台)地铁年客流量为335.41亿人次,占比44.10%。我国城市轨道交通持续稳步发展,线网规模和客流规模稳居全球第一。全球共有54个国家和地区的241座城市开通通勤铁路,总里程达70001.16 km,中国(含港澳台)共有31座城市开通通勤铁路,运营里程达4345.73 km,占比6.21%。可以预计,进入“十五五”规划期,我国轨道交通网络的在通勤铁路的总量和结构方面有进一步提升的空间。 展开更多
关键词 世界城市轨道交通 线网规模 客流量 统计分析 通勤铁路
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多网融合下都市圈轨道交通清分方法改进研究
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作者 朱炜 张炜晗 +2 位作者 郁叶萍 费佳莹 商泰峰 《铁道运输与经济》 北大核心 2026年第2期42-48,118,共8页
在我国都市圈快速发展及轨道交通多网融合的背景下,各大城市积极推进多制式轨道交通系统的协同运营管理,传统城市轨道交通客流清分方法在新网络条件下面临诸多挑战。首先梳理了当前我国都市圈轨道交通发展趋势与客流清分现状,系统分析... 在我国都市圈快速发展及轨道交通多网融合的背景下,各大城市积极推进多制式轨道交通系统的协同运营管理,传统城市轨道交通客流清分方法在新网络条件下面临诸多挑战。首先梳理了当前我国都市圈轨道交通发展趋势与客流清分现状,系统分析了多网融合条件下不同换乘模式与票价方案对乘客出行选择的影响,以及对现有客流清分模型适用性的冲击,明确了模式与方案的适配关系。在此基础上,结合都市圈轨道交通多网融合建设目标,重点揭示现有清分模型在“无感换乘”与“差异化票价”组合场景中的局限性,并针对性提出了未来模型的改进方向。研究成果可为多网融合背景下轨道交通系统的运营调度与收益分配提供理论支撑,推动多制式轨道交通系统安全高效运行。 展开更多
关键词 都市圈轨道交通 多网融合 互联互通 票价方案 清分方法
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社区-客流耦合视角下城市轨道交通网络脆弱性评估
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作者 谷远利 武志磊 +1 位作者 宇泓儒 杨澄璐 《交通运输系统工程与信息》 北大核心 2026年第1期340-350,共11页
为科学评估城市轨道交通网络脆弱性,保障城市交通系统安全、稳定及高效运行,本文提出一种融合交通社区结构和实际客流分布的网络脆弱性评估框架,弥补现有方法缺乏考虑社区结构特征的缺陷。首先,本文构建考虑换乘站影响力增强的改进Louv... 为科学评估城市轨道交通网络脆弱性,保障城市交通系统安全、稳定及高效运行,本文提出一种融合交通社区结构和实际客流分布的网络脆弱性评估框架,弥补现有方法缺乏考虑社区结构特征的缺陷。首先,本文构建考虑换乘站影响力增强的改进Louvain算法(Transit-Enhanced Louvain,TEL)划分轨道交通网络社区,引入换乘边权重调节函数,动态优化社区划分的紧密性;其次,基于社区划分结果,设计以站点社区重要度、社区间重要度和社区内重要度为核心的节点社区性指标,将其与节点客流强度融合,构建累计综合重要度(Cumulative Comprehensive Importance,CCI),实现准确识别关键节点;最后,利用北京市城市轨道交通的真实数据集进行实例验证,从网络效率、相对连通子图和客流绕行比例3个方面,评估蓄意攻击下城市轨道交通网络的性能变化趋势。结果表明,当换乘站影响力增强系数为1.4时,TEL算法所得模块度最高为0.8223,优于其他基线模型;基于CCI指标的站点序列蓄意攻击,Top10%站点失效将导致全网网络效率下降78.1%,相对连通子图下降83.3%,客流绕行比例上升86%,网络失效效率显著高于传统方法,验证了本文模型的有效性,为识别网络关键节点及城市轨道交通系统韧性提升提供科学的决策依据。 展开更多
关键词 城市交通 网络脆弱性评估 关键节点识别 城市轨道交通网络 复杂网络理论 社区结构
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高速铁路发展的减污降碳协同效应研究
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作者 李强 李媛 《华北水利水电大学学报(社会科学版)》 2026年第2期50-60,共11页
高速铁路发展是推动减污降碳协同治理和美丽中国建设的重要举措。选取2005—2022年中国282个城市的面板数据,从高铁开通和高铁网络两个维度构建双重差分模型探究高速铁路发展的减污降碳协同效应。研究发现:(1)高铁开通和高铁网络有助于... 高速铁路发展是推动减污降碳协同治理和美丽中国建设的重要举措。选取2005—2022年中国282个城市的面板数据,从高铁开通和高铁网络两个维度构建双重差分模型探究高速铁路发展的减污降碳协同效应。研究发现:(1)高铁开通和高铁网络有助于抑制环境污染和二氧化碳排放,进而提升减污降碳协同绩效;(2)高速铁路发展对减污降碳协同效应的影响与地理分布有关,中、西部城市减污降碳协同治理效率的提升效果优于东部城市;(3)产业集聚和技术创新分别是高铁开通和高铁网络促进减污降碳的重要传导机制。本研究从科学统筹规划高铁布局、充分释放高铁绿色经济属性等方面提出政策建议。 展开更多
关键词 高铁开通 高铁网络 减污降碳 协同效应
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都市圈轨道交通四网融合的内涵、问题及对策研究
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作者 王超 杨乐 +1 位作者 罗依宁 刘宸卓 《都市快轨交通》 北大核心 2026年第1期25-33,共9页
现有文献缺乏对四网融合理论层面,特别是内涵上的系统性梳理,针对此问题,首先,提出四网融合内涵主要包括多层次轨道交通划分和多层次轨道交通融合,二者相辅相成。多层次轨道交通划分的深层次要求为确保“四网”协同高效,其层级结构要有... 现有文献缺乏对四网融合理论层面,特别是内涵上的系统性梳理,针对此问题,首先,提出四网融合内涵主要包括多层次轨道交通划分和多层次轨道交通融合,二者相辅相成。多层次轨道交通划分的深层次要求为确保“四网”协同高效,其层级结构要有利于客流结构均衡发展的需求;多层次轨道交通融合发展的重点根据实施路径可细分为规划建设融合、运营服务融合和管理体制机制融合,进而实现时间融合、空间融合和功能融合;其次,在此基础上选取国内成都犀浦站同台换乘和重庆江跳线与地铁5号线跨线运营进行分析;再次,审视当前我国在推进四网融合过程中所面临的挑战,具体包括“四网”网络结构担当不合理、“四网”协同规划建设滞后、“四网”协同运营服务水平不足和“四网”协同体制机制不完善;最后从“四网”轨道交通服务分界、规划建设融合、运营服务融合和管理体制机制融合4个方面提出针对性策略建议,旨在为我国轨道交通四网融合的持续健康发展提供理论支撑与实践指导。 展开更多
关键词 四网融合 轨道交通 都市圈 内涵
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Modified stochastic user-equilibrium assignment algorithm for urban rail transit under network operation
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作者 朱炜 胡昊 +1 位作者 徐瑞华 洪玲 《Journal of Central South University》 SCIE EI CAS 2013年第10期2897-2904,共8页
Based on the framework of method of successive averages(MSA), a modified stochastic user-equilibrium assignment algorithm was proposed, which can be used to calculate the passenger flow distribution of urban rail tran... Based on the framework of method of successive averages(MSA), a modified stochastic user-equilibrium assignment algorithm was proposed, which can be used to calculate the passenger flow distribution of urban rail transit(URT) under network operation. In order to describe the congestion's impact to passengers' route choices, a generalized cost function with in-vehicle congestion was set up. Building on the k-th shortest path algorithm, a method for generating choice set with time constraint was embedded, considering the characteristics of network operation. A simple but efficient route choice model, which was derived from travel surveys for URT passengers in China, was introduced to perform the stochastic network loading at each iteration in the algorithm. Initial tests on the URT network in Shanghai City show that the methodology, with rational calculation time, promises to compute more precisely the passenger flow distribution of URT under network operation, compared with those practical algorithms used in today's China. 展开更多
关键词 urban rail TRANSIT STOCHASTIC USER equilibrium ASSIGNMENT ALGORITHM method of successive AVERAGES network operation
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AI驱动的网络安全威胁检测 被引量:2
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作者 于志强 李超 +5 位作者 李刚 蒋子舟 刘鹏睿 孙喜利 李文慧 任俊桦 《铁路通信信号工程技术》 2026年第1期11-19,共9页
当前铁路网络安全防护体系仍以边界防护与静态规则为主,难以有效应对零日漏洞和高级持续性威胁(Advanced Persistent Threat,APT)等具有隐蔽性与持续性的攻击,检测准确性与时效性受到明显制约。在此背景下,人工智能(AI)凭借其在海量多... 当前铁路网络安全防护体系仍以边界防护与静态规则为主,难以有效应对零日漏洞和高级持续性威胁(Advanced Persistent Threat,APT)等具有隐蔽性与持续性的攻击,检测准确性与时效性受到明显制约。在此背景下,人工智能(AI)凭借其在海量多源异构数据中进行特征学习、关联分析与推理决策的能力,为提升铁路网络威胁检测水平提供了新的技术路径。为梳理AI在网络威胁检测中的作用及不同类型算法的适用性,并为赋能铁路网络安全提供思路,系统回顾AI驱动的网络威胁检测算法的发展历程,综述相关研究工作,深入分析各类AI算法的特性,并对典型的网络威胁检测数据集及评价指标进行总结。在此基础上,对AI赋能铁路网络安全以及AI可信问题解决等方面进行了展望。 展开更多
关键词 铁路网络安全 威胁检测 人工智能
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区域新建高铁对城市住宅用地价格的本地效应和网络效应研究——以中原城市群为例
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作者 石波 王磊 +1 位作者 苗长虹 张心语 《地理科学》 北大核心 2026年第2期437-450,共14页
新高铁线路的开通不仅提升了沿线城市的交通便利性和区位优势,还可能带来区域层面的网络效应,从而在不同尺度影响高铁城市的经济活动结构。本文以中原城市群为例,探讨高铁网络发展对不同尺度住宅用地出让价格的影响,着重分析新建高铁线... 新高铁线路的开通不仅提升了沿线城市的交通便利性和区位优势,还可能带来区域层面的网络效应,从而在不同尺度影响高铁城市的经济活动结构。本文以中原城市群为例,探讨高铁网络发展对不同尺度住宅用地出让价格的影响,着重分析新建高铁线路对城市的本地效应与网络效应。研究结果表明:(1)新高铁线路的开通对土地价值产生了双重影响:一方面直接使高铁沿线城市住宅用地价格平均提升了11.2%(本地效应),另一方面还对区域内其他高铁城市住宅用地价格带来平均约2%的额外提升(网络效应),揭示了高铁网络扩张对城市群整体网络价值的增强作用。(2)新建高铁的网络效应在不同等级城市呈现显著差异,相较于县和县级市,高铁网络效应对市辖区住宅用地价格的提升更为显著。本研究强调了高铁效应中的本地和网络尺度特征,增强了对高铁网络发展的多维度与异质性影响的理解深度。 展开更多
关键词 高铁网络 土地价值 网络效应 倾向得分匹配 双重差分法 中原城市群
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