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Cascading Delays for the High-Speed Rail Network Under Different Emergencies:A Double Layer Network Approach
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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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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 highspeedtrains on a rail network.The purpose of the model is to investigate the specific traffic characteristics of hig... Based on the discrete time method,an effective movement control model is designed for a group of highspeedtrains on a rail network.The purpose of the model is to investigate the specific traffic characteristics of high-speedtrains under the interruption of stochastic irregular events.In the model,the high-speed rail traffic system is supposedto be equipped with the moving-block signalling system to guarantee maximum traversing capacity of the railway.Tokeep the safety of trains’ movements,some operational strategies are proposed to control the movements of trains inthe model,including traction operation,braking operation,and entering-station operation.The numerical simulationsshow that the designed model can well describe the movements of high-speed trains on the rail network.The researchresults can provide the useful information not only for investigating the propagation features of relevant delays underthe irregular disturbance but also for rerouting and rescheduling trains on the rail network. 展开更多
关键词 高速列车 铁路网络 控制模 仿真方法 轨道交通系统 火车模型 运动安全 制动操作
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A multidimensional examination of performances of HSR (High-Speed Rail) systems
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作者 Milan Janic 《Journal of Modern Transportation》 2016年第1期1-21,共21页
This paper deals with a multidimensional examination of the infrastructural, technical/technological, operational, economic, social, and environmental performances of high-speed rail (HSR) systems, including their o... This paper deals with a multidimensional examination of the infrastructural, technical/technological, operational, economic, social, and environmental performances of high-speed rail (HSR) systems, including their overview, analysis of some real-life cases, and limited (analytical) modeling. The infrastructural performances reflect design and geometrical characteristics of the HSR lines and stations. The technical/technological performances relate to the characteristics of rolling stock, i.e., high-speed trains, and supportive facilities and equipment, i.e., the power supply, signaling, and traffic control and management system(s). The operational performances include the capacity and productivity of HSR lines and rolling stock, and quality of services. The economic per- formances refer to the HSR systems' costs, revenues, and their relationship. The social performances relate to the impacts of HSR systems on the society such as congestion, noise, and safety, and their externalities, and the effects in terms of contribution to the local and global/country social- economic development. Finally, the environmental performances of the HSR systems reflect their energy consumption and related emissions of green house gases, land use, and corresponding externalities. 展开更多
关键词 hsr high-speed rail systems - Performances Multidimensional examination Overview Analysis Modeling
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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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Regression model for daily passenger volume of high-speed railway line under capacity constraint 被引量:2
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作者 骆泳吉 刘军 +1 位作者 孙迅 赖晴鹰 《Journal of Central South University》 SCIE EI CAS CSCD 2015年第9期3666-3676,共11页
A non-linear regression model is proposed to forecast the aggregated passenger volume of Beijing-Shanghai high-speed railway(HSR) line in China. Train services and temporal features of passenger volume are studied to ... A non-linear regression model is proposed to forecast the aggregated passenger volume of Beijing-Shanghai high-speed railway(HSR) line in China. Train services and temporal features of passenger volume are studied to have a prior knowledge about this high-speed railway line. Then, based on a theoretical curve that depicts the relationship among passenger demand, transportation capacity and passenger volume, a non-linear regression model is established with consideration of the effect of capacity constraint. Through experiments, it is found that the proposed model can perform better in both forecasting accuracy and stability compared with linear regression models and back-propagation neural networks. In addition to the forecasting ability, with a definite formation, the proposed model can be further used to forecast the effects of train planning policies. 展开更多
关键词 非线性回归模型 铁路线 容量约束 客流 BP神经网络 模型预测 客运量 高速铁路
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Typical wheel–rail profile change rules and matching characteristics of high speed railway in China
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作者 Maorui Hou Fengshou Liu Xiaoyi Hu 《Railway Sciences》 2022年第2期289-306,共18页
Purpose–In order to systematically grasp the changes and matching characteristics of wheel and rail profiles of high speed railway(HSR)in China,172 rail profile measurement points and 384 wheels of 6 high-speed elect... Purpose–In order to systematically grasp the changes and matching characteristics of wheel and rail profiles of high speed railway(HSR)in China,172 rail profile measurement points and 384 wheels of 6 high-speed electric motive unites(EMUs)were selected on 6 typical HSR lines,including Beijing–Shanghai,Wuhan–Guangzhou,Harbin–Dalian,Lanzhou–Xinjiang,Guiyang–Guangzhou and Dandong–Dalian for a two-year field test.Design/methodology/approach–Based on the measured data,the characteristics of rail and wheel wear were analyzed by mathematical statistics method.The equivalent conicity of wheel and rail matching in a wheel reprofiling cycle was analyzed by using the measured rail profile.Findings–Results showed that when the curve radius of HSR was larger than 2,495 m,the wear rate of straight line and curve rail was almost the same.For the line with annual traffic gross weight less than 11 Mt,the vertical wear of rail was less than 0.01 mm.The wear rate of the rail with the curve radius less than 800 m increased obviously.The wheel tread wear of EMUs on Harbin–Dalian line,Lanzhou–Xinjiang line and Dandong–Dalian line was relatively large,and the average wear rate of tread was about 0.05–0.06 mm$(10,000 km)1,while that of Beijing–Shanghai line,Wuhan–Guangzhou line and Guiyang–Guangzhou line was about 0.03–0.035 mm$(10,000 km)1.When the wear range was small,the equivalent conicity increased with the increase of wheel tread wear.When the wear range of wheel was wide,the wheel–rail contact points were evenly distributed,and the equivalent conicity did not increase obviously.Originality/value–This research proposes the distribution range of the equivalent conicity in one reprofiling cycle of various EMU trains,which provides guidance for the condition-based wheel reprofiling. 展开更多
关键词 high speed railway(hsr) Typical railway line rail wear Wheel wear Wheel–rail interface Equivalent conicity
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Construction management through bot: Taiwan high speed rall case
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作者 CHANG Luh-maan CHEN Po-han 《Journal of Harbin Institute of Technology(New Series)》 EI CAS 2004年第3期328-333,共6页
One of the key elements in real estate management is streamlining the construction process. Thus, the facilities can be built on a faster, cheaper, and higher quality base. Consequently, it will enhance the owner’s c... One of the key elements in real estate management is streamlining the construction process. Thus, the facilities can be built on a faster, cheaper, and higher quality base. Consequently, it will enhance the owner’s competitiveness. Due to the high cost and lengthy duration of mega-construction projects in recent years, Build-Operate-Transfer (BOT) contracts are getting popular in delivering constructed projects in the public sector. With BOT, the public owners are able to focus on the effectiveness of fair resource allocation as well as bring the efficiency of private enterprise into governmental operations. This paper uses Taiwan High Speed Rail project to exemplify the BOT method in executing the constructed projects in the chain of real estate management processes. The paper explains the reasons for building HSR and adopting BOT approach. The detail of the HSR project and the feasibility analysis of the project will be presented in this paper. The feasibility analysis comprises the comparisons of different transportation means, the financial analysis, and other benefits from HSR. Finally, conclusions will be drawn. 展开更多
关键词 建筑因子转移 高速铁路 自融资速率 可行性分析 公共基础设施
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Fundamental Ideas and Basic Concepts of HSR Route Selection in Complicated Urban Areas
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作者 WANG Huihuang ZHANG Yiran(Translated) 《Chinese Railways》 2023年第2期53-60,共8页
Up till now,no systematic studies on railway route selection in urban areas,HSR route selection in particular,have been taken in China.Based on the Shenzhen Railway Terminal Project and the Shenzhen-Shanwei Railway Pr... Up till now,no systematic studies on railway route selection in urban areas,HSR route selection in particular,have been taken in China.Based on the Shenzhen Railway Terminal Project and the Shenzhen-Shanwei Railway Project,research on HSR route selection in complicated urban areas has been conducted.An optimal route selection plan is determined after studying the local geological and environmental conditions and the complexity of tunnel construction.The research concludes that there are four major concerns in HSR route selection:the match between the new route and the urban planning,the potential economic return for the massive investment,the likely impacts of land expropriation on social stability,and the best synthesis of multiple controlling factors to meet the HSR standard.Moreover,six principles should be followed in railway route selection in complicated urban areas:the new route should be in alignment with the railway deployment;the route should align with the existing passage as much as possible;extensive analysis and in-depth demonstrations should be done to find the most appropriate combination of open and hidden excavation in tunnel construction;geological conditions and tunnel construction complexities are among the priorities;environmental sensitive sites and environmental vibration noise should be avoided as much as possible;special attention should be paid to the relocation of the power supply,television and communication facilities and the rearrangement of tubes and wires. 展开更多
关键词 high speed railway(hsr) complicated urban areas route selection railway network layout
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高铁场景下意图驱动的网络智能运营研究
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作者 王晓刚 郭严伟 +3 位作者 柴景申 王波 赵娜 贾海蓉 《邮电设计技术》 2024年第5期8-13,共6页
随着4G/5G网络的深入应用,高铁移动网络的用网体验成为人们持续关注的焦点。对高铁场景下意图驱动的网络智能运营进行了研究。充分利用大数据和AI技术等新质生产力技术,采用高铁车体移动指纹分析、切换序列判定等算法精准识别高铁用户,... 随着4G/5G网络的深入应用,高铁移动网络的用网体验成为人们持续关注的焦点。对高铁场景下意图驱动的网络智能运营进行了研究。充分利用大数据和AI技术等新质生产力技术,采用高铁车体移动指纹分析、切换序列判定等算法精准识别高铁用户,采用时序覆盖特征分析、频繁项挖掘算法等技术准确识别高铁路网覆盖情况,并以此为基础构建出高铁质差用户和小区的“评估-定位-闭环处理-效果验证”端到端闭环处理流程。 展开更多
关键词 大数据 智能化 自动化 高铁感知 高铁移动网络
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高铁建设是否缩小了区域创新差距?——基于多期差分法和社会网络分析
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作者 胡艳 彭紫薇 李彦 《合肥工业大学学报(社会科学版)》 2024年第1期70-81,共12页
基于我国2005-2019年的城市面板数据,从高铁开通和高铁网络两个视角,实证检验高铁建设对区域创新差距的影响。结果显示,高铁开通对区域创新差距具有显著的缩小效应。区域异质性分析发现,高铁开通对区域创新差距的缩小效应对西部地区的... 基于我国2005-2019年的城市面板数据,从高铁开通和高铁网络两个视角,实证检验高铁建设对区域创新差距的影响。结果显示,高铁开通对区域创新差距具有显著的缩小效应。区域异质性分析发现,高铁开通对区域创新差距的缩小效应对西部地区的作用更大,且在二线以上城市更为明显;机制分析表明,人力资本和物质资本是高铁建设影响区域创新差距的中介路径,且后者的作用更大;社会网络分析则认为,城市在高铁网络中的联系广度和中心性越高,高铁对区域创新差距的缩小效应越强。基于此,文章从优化高铁网络配置、改善要素流动机制和制定区域创新发展策略三方面提出了相应的政策建议。 展开更多
关键词 高铁建设 创新差距 社会网络分析 中心度
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5G高铁专网覆盖综合解决方案研究和应用
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作者 李宗恒 邹文杰 +1 位作者 方子贤 何志丰 《电信工程技术与标准化》 2024年第1期87-92,共6页
5G高铁覆盖面临着资源占时短、瞬时容量高、车体损耗大、移动速度快、基站交替快和远近兼顾难等多重挑战。本文针对5G高铁专网的覆盖方案、容量方案、公专网频率协同方案、主设备与天线选型方案、优化创新方案五大关键点开展了对比论证... 5G高铁覆盖面临着资源占时短、瞬时容量高、车体损耗大、移动速度快、基站交替快和远近兼顾难等多重挑战。本文针对5G高铁专网的覆盖方案、容量方案、公专网频率协同方案、主设备与天线选型方案、优化创新方案五大关键点开展了对比论证和深入研究,并应用于某高铁规划建设优化实践中,提升了高铁客户的感知,满足了“5G高铁上车”过渡期的高铁场景5G覆盖需求,为后续高铁覆盖项目的应用推广提供了重要的参考。 展开更多
关键词 无线通信技术 5G网络 5G高铁专网
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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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公路与市政道路下穿高铁桥梁方案设计研究 被引量:1
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作者 王鲁 《中国铁路》 北大核心 2024年第2期62-68,共7页
公路、市政道路的大发展,与高速铁路相互交叉的节点工程急剧增加。如何在保证高铁安全的前提下,快速确定最优方案是前期设计阶段的一大难题。以多个下穿工程为依托,采用有限元软件进行三维数值模拟,分析影响高铁桥梁变位的多重因素,对... 公路、市政道路的大发展,与高速铁路相互交叉的节点工程急剧增加。如何在保证高铁安全的前提下,快速确定最优方案是前期设计阶段的一大难题。以多个下穿工程为依托,采用有限元软件进行三维数值模拟,分析影响高铁桥梁变位的多重因素,对多种设计方案进行比选分析。综合设计、监测、维修多重控制要求,建议采用监测报警值为限值进行方案设计;路线应尽量选择正交或大角度穿越高铁;路线贴近路面,优选浅挖U型槽方案;开挖较深时,需灵活选择结构形式;顶进工法较开挖现浇更具优势。 展开更多
关键词 高速铁路 高铁桥梁 下穿工法 墩顶位移
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高铁网络对异质性城市创新的机制研究
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作者 赵昆仑 李文兴 《经济问题》 北大核心 2024年第6期99-107,共9页
高铁网络的时空压缩效应对创新要素流动和创新能力空间格局变化产生了重要影响,但不同规模城市的异质性特征对创新要素的筛选效应并没有引起重视。基于新经济地理异质性假设,采用2008—2019年的中国城市面板数据,基于连续型DID估计方法... 高铁网络的时空压缩效应对创新要素流动和创新能力空间格局变化产生了重要影响,但不同规模城市的异质性特征对创新要素的筛选效应并没有引起重视。基于新经济地理异质性假设,采用2008—2019年的中国城市面板数据,基于连续型DID估计方法研究高铁网络对城市创新发展的影响。结果表明,高铁网络显著促进了城市创新能力提升,但这种促进作用需要在城市规模达到一定门槛时才能显现,且这种异质性城市创新效应在城市的创新禀赋上也得以体现,创新能力越强的城市越易于将高铁网络传送的创新要素快速转化为创新产出。进一步分析发现,在城市人口规模达到一定门槛值后,城市才能基于高铁网络改善的连通性从周边中小城市获得人才集聚、金融资本集聚和产业集聚的红利效应,实现城市创新发展的目标。未来的城市发展需要进一步优化现有创新激励政策,将促进创新的路径从主要依靠资本投入向人才和产业吸引转移,充分发挥城市对创新要素集聚的重要作用,通过客观准确地进行差异化城市功能定位加强产业协作,扩大创新空间溢出效应,以点带面全面提升城市创新。 展开更多
关键词 高铁网络 城市创新 城市规模 异质性
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西延高铁交叉并线区段GSM-R网络覆盖方案
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作者 马义安 石小勇 《铁路技术创新》 2024年第1期73-81,共9页
西延高铁与既有普速包西铁路、郑西高铁存在交叉并线区段,在2个区段均需进行GSM-R网络覆盖规划。首先根据西延高铁设计标准,确定西延高铁GSM-R无线子系统网络采用单网交织覆盖方式,主要从覆盖方式及电平要求、基站容量计算等方面开展论... 西延高铁与既有普速包西铁路、郑西高铁存在交叉并线区段,在2个区段均需进行GSM-R网络覆盖规划。首先根据西延高铁设计标准,确定西延高铁GSM-R无线子系统网络采用单网交织覆盖方式,主要从覆盖方式及电平要求、基站容量计算等方面开展论证分析;从不同铁路列控等级出发,针对延安站交叉并线区段、郑西高铁交叉并线区段,制定相应的网络覆盖方案;对共小区基站开展实际测试,在设计速度350 km/h条件下,接收机天线输入端射频信号最小可用接收电平满足95%时间地点概率下,最小可用接收电平不小于-92 dBm的要求,可为类似复杂区段的GSM-R网络设计方案提供参考。 展开更多
关键词 西延高铁 GSM-R 网络覆盖 枢纽 交叉并线 高普共站
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区域一体化视角下长三角高铁网络结构特征研究
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作者 穆成林 《南阳师范学院学报》 CAS 2024年第1期24-31,共8页
以长三角区域内的40个地级市作为研究单元,从高铁流的视角切入,通过构建40×40的O-D城市间每日高铁运营频次矩阵,利用社会网络的方法,分析长三角区域高铁网络空间结构特征。结果表明,长三角区域高铁网络流量具有区域核心城市和省会... 以长三角区域内的40个地级市作为研究单元,从高铁流的视角切入,通过构建40×40的O-D城市间每日高铁运营频次矩阵,利用社会网络的方法,分析长三角区域高铁网络空间结构特征。结果表明,长三角区域高铁网络流量具有区域核心城市和省会城市指向性的特征,整体网络功能较完善,上海和江苏、浙江两省一市形成高铁网络日流量的核心集聚区。上海、杭州、南京在区域高铁网络中承担重要角色,兼具集聚、辐射和桥梁功能,核心节点城市地位突出。无锡、苏州、常州、合肥、镇江,与其他节点通达性较强,也具有一定的中介功能,是区域高铁网络的重要节点。徐州、宁波、嘉兴、温州、芜湖、扬州在区域高铁流网络中具有一定的集聚或辐射作用,是区域高铁网络的次重要节点。总体上,长三角区域高铁网络空间结构呈现出多中心、核心城市地位突出、节点城市等级结构差异明显的特征。 展开更多
关键词 一体化 高铁流 长三角区域 网络结构
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高铁异步牵引电机的电磁设计与分析
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作者 孙鑫 《科学技术创新》 2024年第7期112-115,共4页
本研究以高铁异步牵引电机为对象,深入探讨了电机的电磁设计,充分运用电机设计的基本理论。首先,通过对高铁牵引系统要求的深入剖析,系统性分析了异步牵引电机的电磁设计需求,并在设计阶段采用了基础的电机设计理论,涉及电机的极数、定... 本研究以高铁异步牵引电机为对象,深入探讨了电机的电磁设计,充分运用电机设计的基本理论。首先,通过对高铁牵引系统要求的深入剖析,系统性分析了异步牵引电机的电磁设计需求,并在设计阶段采用了基础的电机设计理论,涉及电机的极数、定子铁心尺寸以及气隙长度等关键参数的选择。完成电机尺寸设计后,对牵引电机在各特征工况点的性能参数进行了详细计算。最后,采用有限元仿真技术对电机的额定工况进行了二维电磁仿真分析,仿真结果与电磁计算相对比显示,电机定子相电流和输出转矩均在误差允许范围内,符合工程设计要求。该研究对高铁异步牵引电机的电磁设计提供了具体而深刻的理论指导,具备较高的工程应用参考价值。 展开更多
关键词 高铁 异步牵引电机 电磁设计 电磁场
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新建西安至安康高速铁路5G公网布设方案简析
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作者 强常军 《铁路通信信号工程技术》 2024年第7期49-54,共6页
高速铁路动车组列车上公共通信网络质量差使广大旅客通信受扰、网络体验降低,高铁场景下的5G公网布设有望解决先进交通与落后通信的协调匹配。以新建西安至安康高速铁路为例,分析高铁沿线5G公网布设的难点及特点,并按照隧道区段、桥梁... 高速铁路动车组列车上公共通信网络质量差使广大旅客通信受扰、网络体验降低,高铁场景下的5G公网布设有望解决先进交通与落后通信的协调匹配。以新建西安至安康高速铁路为例,分析高铁沿线5G公网布设的难点及特点,并按照隧道区段、桥梁区段和平原区段3种不同的工程和地貌对公网覆盖提出相应的布设方案。 展开更多
关键词 高铁 5G公网 网络覆盖
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高铁环境下基于循环神经网络的无线传播信道模型研究
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作者 韦昀昊 《微型电脑应用》 2024年第3期176-179,共4页
为了解决高铁高移速带来的无线通信传播中的信号不稳定问题,提出利用LSTM循环神经网络来设计均衡器,辅助信道搭建。为此建立基本的信道模型,根据高铁环境带来的信号变化,利用LSTM循环神经网络设计自适应均衡器对信道进行跟踪。结果中显... 为了解决高铁高移速带来的无线通信传播中的信号不稳定问题,提出利用LSTM循环神经网络来设计均衡器,辅助信道搭建。为此建立基本的信道模型,根据高铁环境带来的信号变化,利用LSTM循环神经网络设计自适应均衡器对信道进行跟踪。结果中显示,LSTM循环神经网络均衡器最低信号符号错误率可降至0.4%以下。以上结果说明面对高移速的无线信号,基于LSTM循环神经网络设计均衡器可帮助信道搭建,实现信号远程无差别传播,有助于高铁网络的发展。 展开更多
关键词 高铁 无线通信 LSTM循环神经网络 均衡器 信道
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5G高铁通信网络覆盖能力提升策略研究
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作者 张立杰 《通信电源技术》 2024年第11期170-172,共3页
随着高速铁路的快速发展,高铁乘客对于通信网络的需求也在不断增长。5G技术的出现为高铁通信网络的发展带来了新的机遇和挑战。为提升5G高铁通信网络的覆盖能力,分析了高铁通信网络覆盖的难点,包括车厢穿透损耗、多普勒频移以及频繁切... 随着高速铁路的快速发展,高铁乘客对于通信网络的需求也在不断增长。5G技术的出现为高铁通信网络的发展带来了新的机遇和挑战。为提升5G高铁通信网络的覆盖能力,分析了高铁通信网络覆盖的难点,包括车厢穿透损耗、多普勒频移以及频繁切换等。针对这些问题,提出优化基站布局、采用先进天线技术、加强高铁车厢内的网络覆盖以及合理的站点规划等策略。通过技术创新和与其他运营商的合作,不断提升5G高铁通信网络的稳定性和性能,推动高铁行业的数字化转型。 展开更多
关键词 5G高铁通信网络 覆盖能力 提升策略
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