首页 > 最新文献

High-speed Railway最新文献

英文 中文
Real-time high-speed train rescheduling based on a Human-Computer Interaction framework 基于人机交互框架的高速列车实时调度
Pub Date : 2023-06-01 DOI: 10.1016/j.hspr.2023.06.001
Wenhao Zhu , Tao Zhang , Zhipeng Ying , Zhengwen Liao , Xiaojie Luan , Lingyun Meng

During railway operations, trains normally run as scheduled, but the occurrence of unexpected events will disrupt traffic flow and cause train deviation from the original timetable. In order to assist dispatchers in rescheduling trains, this paper introduces an innovative Human-Computer Interaction framework. This framework enables train dispatchers to propose different timetable adjustment instructions to the original or adjusted timetable. These instructions will be processed, stored, analyzed, and digested by computer program, which finally lead to the modification and calculation of the embedded mathematical model, then a new adjusted timetable will be produced and provided to dispatchers for checking and modifying. This framework can iterate for unlimited times based on dispatchers’ intentions, until the final results satisfy them. A demonstration system named RTARS (Real-time Timetable Automatic Rescheduling System) is developed based on this framework and it has been applied in Beijing Railway Administration, which shows its effectiveness in reality.

在铁路运营期间,列车正常按计划运行,但意外事件的发生会扰乱交通流,导致列车偏离原定时刻表。为了帮助调度员重新安排列车,本文介绍了一种创新的人机交互框架。该框架使列车调度员能够对原始或调整后的时刻表提出不同的时刻表调整指令。这些指令将通过计算机程序进行处理、存储、分析和消化,最终对嵌入的数学模型进行修改和计算,然后生成新的调整时间表,并提供给调度员进行检查和修改。该框架可以根据调度员的意图无限次迭代,直到最终结果满足他们的要求。基于此框架开发了一个实时时间表自动重调度系统(RTARS)的演示系统,并在北京铁路局进行了实际应用,验证了该系统的有效性。
{"title":"Real-time high-speed train rescheduling based on a Human-Computer Interaction framework","authors":"Wenhao Zhu ,&nbsp;Tao Zhang ,&nbsp;Zhipeng Ying ,&nbsp;Zhengwen Liao ,&nbsp;Xiaojie Luan ,&nbsp;Lingyun Meng","doi":"10.1016/j.hspr.2023.06.001","DOIUrl":"https://doi.org/10.1016/j.hspr.2023.06.001","url":null,"abstract":"<div><p>During railway operations, trains normally run as scheduled, but the occurrence of unexpected events will disrupt traffic flow and cause train deviation from the original timetable. In order to assist dispatchers in rescheduling trains, this paper introduces an innovative Human-Computer Interaction framework. This framework enables train dispatchers to propose different timetable adjustment instructions to the original or adjusted timetable. These instructions will be processed, stored, analyzed, and digested by computer program, which finally lead to the modification and calculation of the embedded mathematical model, then a new adjusted timetable will be produced and provided to dispatchers for checking and modifying. This framework can iterate for unlimited times based on dispatchers’ intentions, until the final results satisfy them. A demonstration system named RTARS (Real-time Timetable Automatic Rescheduling System) is developed based on this framework and it has been applied in Beijing Railway Administration, which shows its effectiveness in reality.</p></div>","PeriodicalId":100607,"journal":{"name":"High-speed Railway","volume":"1 2","pages":"Pages 130-140"},"PeriodicalIF":0.0,"publicationDate":"2023-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"49701235","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Mechanical properties of foamed polyurethane solidified ballasted track 泡沫聚氨酯固化有碴轨道的力学性能
Pub Date : 2023-06-01 DOI: 10.1016/j.hspr.2023.04.001
Yang Xu, Luchao Qie, Hong Wang, Wenying Yu

Foamed Polyurethane Solidified Ballasted Track (FPSBT), an innovative railway track, is formed by solidifying ballast bed with foamed polyurethane. Compared with the traditional Discrete Ballasted Track (DBT), FPSBT does not require regular maintenance such as tamping and cleaning. However, limited studies exist on the mechanical properties of FPSBT. In this study, Laboratory experiments are conducted on polyurethane samples to investigate the effects of polyurethane density on the mechanical properties of FPSBT. Furthermore, the performance of DBT and FPSBT with different polyurethane densities are compared, and the recommended polyurethane density is obtained. FPSBT exhibited negligible accumulation of deformation under cyclic loads, indicating excellent performance of FPSBT owing to the anti-deformation properties of polyurethane. Further, a track load vehicle test is conducted. FPSBT exhibited better load-transmitting ability than DBT. Finally, the construction and application of FPSBT in China are introduced. This study is expected to contribute to realizing a more extensive application of FPSBT.

发泡聚氨酯固化有砟轨道是一种新型的轨道,它是由发泡聚氨酯固化道床而成。与传统的离散式有砟轨道(DBT)相比,FPSBT不需要定期维护,如夯实和清洁。然而,对FPSBT的力学性能的研究有限。在本研究中,对聚氨酯样品进行了实验室实验,以研究聚氨酯密度对FPSBT力学性能的影响。此外,对不同聚氨酯密度的DBT和FPSBT的性能进行了比较,得出了推荐的聚氨酯密度。FPSBT在循环载荷下表现出可忽略的变形累积,表明由于聚氨酯的抗变形性能,FPSBT具有优异的性能。此外,还进行了轨道载荷车辆试验。FPSBT表现出比DBT更好的负载传递能力。最后介绍了FPSBT在我国的建设和应用情况。这项研究有望有助于实现FPSBT更广泛的应用。
{"title":"Mechanical properties of foamed polyurethane solidified ballasted track","authors":"Yang Xu,&nbsp;Luchao Qie,&nbsp;Hong Wang,&nbsp;Wenying Yu","doi":"10.1016/j.hspr.2023.04.001","DOIUrl":"https://doi.org/10.1016/j.hspr.2023.04.001","url":null,"abstract":"<div><p>Foamed Polyurethane Solidified Ballasted Track (FPSBT), an innovative railway track, is formed by solidifying ballast bed with foamed polyurethane. Compared with the traditional Discrete Ballasted Track (DBT), FPSBT does not require regular maintenance such as tamping and cleaning. However, limited studies exist on the mechanical properties of FPSBT. In this study, Laboratory experiments are conducted on polyurethane samples to investigate the effects of polyurethane density on the mechanical properties of FPSBT. Furthermore, the performance of DBT and FPSBT with different polyurethane densities are compared, and the recommended polyurethane density is obtained. FPSBT exhibited negligible accumulation of deformation under cyclic loads, indicating excellent performance of FPSBT owing to the anti-deformation properties of polyurethane. Further, a track load vehicle test is conducted. FPSBT exhibited better load-transmitting ability than DBT. Finally, the construction and application of FPSBT in China are introduced. This study is expected to contribute to realizing a more extensive application of FPSBT.</p></div>","PeriodicalId":100607,"journal":{"name":"High-speed Railway","volume":"1 2","pages":"Pages 120-129"},"PeriodicalIF":0.0,"publicationDate":"2023-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"49700136","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Research on the intelligent supervision and operation platform of railway real estate 铁路房地产智能监管运营平台研究
Pub Date : 2023-06-01 DOI: 10.1016/j.hspr.2023.01.003
Xiangru Lv, Hui Li, Beisheng Liu

Railway real estate is the fundamental element of railway transportation production and operation. Effective management and rational utilization of railway real estate is essential for railway asset operation. Based on the investigation of the requirements of railway real estate management and operation, combined with Beidou positioning, GIS (Geographic Information System), multi-source data fusion and other cutting-edge technologies, this paper puts forward the multi-dimensional dynamic statistical method of real estate information, the identification method of railway land occupation and the comprehensive evaluation method of real estate development and utilization potential, and build the railway real estate supervision and operation platform, design the function of the platform, so as to provide intelligent solutions for the railway real estate operation.

铁路房地产是铁路运输生产经营的基本要素。铁路房地产的有效管理和合理利用是铁路资产运营的关键。在调研铁路房地产管理运营需求的基础上,结合北斗定位、GIS(地理信息系统)、多源数据融合等前沿技术,提出了房地产信息的多维动态统计方法,铁路土地占用识别方法和房地产开发利用潜力综合评价方法,构建铁路房地产监管运营平台,设计平台功能,为铁路房地产运营提供智能化解决方案。
{"title":"Research on the intelligent supervision and operation platform of railway real estate","authors":"Xiangru Lv,&nbsp;Hui Li,&nbsp;Beisheng Liu","doi":"10.1016/j.hspr.2023.01.003","DOIUrl":"https://doi.org/10.1016/j.hspr.2023.01.003","url":null,"abstract":"<div><p>Railway real estate is the fundamental element of railway transportation production and operation. Effective management and rational utilization of railway real estate is essential for railway asset operation. Based on the investigation of the requirements of railway real estate management and operation, combined with Beidou positioning, GIS (Geographic Information System), multi-source data fusion and other cutting-edge technologies, this paper puts forward the multi-dimensional dynamic statistical method of real estate information, the identification method of railway land occupation and the comprehensive evaluation method of real estate development and utilization potential, and build the railway real estate supervision and operation platform, design the function of the platform, so as to provide intelligent solutions for the railway real estate operation.</p></div>","PeriodicalId":100607,"journal":{"name":"High-speed Railway","volume":"1 2","pages":"Pages 147-152"},"PeriodicalIF":0.0,"publicationDate":"2023-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"49701279","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
TCP-LTE/5 G Cross-layer performance analysis tool for high mobility data networking and a case study on high-speed railway 面向高移动性数据网络的TCP-LTE/ 5g跨层性能分析工具及高速铁路案例研究
Pub Date : 2023-06-01 DOI: 10.1016/j.hspr.2023.05.002
Ruihan Li, Yueyang Pan, Xiangtian Ma, Haotian Xu, Chenren Xu

Nowadays, high mobility scenarios have become increasingly common. The widespread adoption of High-speed Rail (HSR) in China exemplifies this trend, while more promising use cases, such as vehicle-to-everything, continue to emerge. However, the Internet access provided in high mobility environments still struggles to achieve seamless connectivity. The next generation of wireless cellular technology 5 G further poses more requirements on the end-to-end evolution to fully utilize its ultra-high band-width, while existing network diagnostic tools focus on above-IP layers or below-IP layers only. We then propose HiMoDiag, which enables flexible online analysis of the network performance in a cross-layer manner, i.e., from the top (application layer) to the bottom (physical layer). We believe HiMoDiag could greatly simplify the process of pinpointing the deficiencies of the Internet access delivery on HSR, lead to more timely optimization and ultimately help to improve the network performance.

如今,高流动性场景变得越来越普遍。高速铁路(HSR)在中国的广泛采用体现了这一趋势,而更具前景的用例,如车辆到一切,仍在不断出现。然而,在高移动性环境中提供的互联网接入仍然难以实现无缝连接。下一代无线蜂窝技术5G进一步对端到端演进提出了更多要求,以充分利用其超高带宽,而现有的网络诊断工具仅关注IP层以上或IP层以下。然后,我们提出了HiMoDiag,它能够以跨层的方式灵活地在线分析网络性能,即从顶部(应用层)到底部(物理层)。我们相信,HiMoDiag可以极大地简化查明高铁互联网接入交付不足的过程,导致更及时的优化,并最终有助于提高网络性能。
{"title":"TCP-LTE/5 G Cross-layer performance analysis tool for high mobility data networking and a case study on high-speed railway","authors":"Ruihan Li,&nbsp;Yueyang Pan,&nbsp;Xiangtian Ma,&nbsp;Haotian Xu,&nbsp;Chenren Xu","doi":"10.1016/j.hspr.2023.05.002","DOIUrl":"https://doi.org/10.1016/j.hspr.2023.05.002","url":null,"abstract":"<div><p>Nowadays, high mobility scenarios have become increasingly common. The widespread adoption of High-speed Rail (HSR) in China exemplifies this trend, while more promising use cases, such as vehicle-to-everything, continue to emerge. However, the Internet access provided in high mobility environments still struggles to achieve seamless connectivity. The next generation of wireless cellular technology 5 G further poses more requirements on the end-to-end evolution to fully utilize its ultra-high band-width, while existing network diagnostic tools focus on above-IP layers or below-IP layers only. We then propose HiMoDiag, which enables flexible online analysis of the network performance in a cross-layer manner, i.e., from the top (application layer) to the bottom (physical layer). We believe HiMoDiag could greatly simplify the process of pinpointing the deficiencies of the Internet access delivery on HSR, lead to more timely optimization and ultimately help to improve the network performance.</p></div>","PeriodicalId":100607,"journal":{"name":"High-speed Railway","volume":"1 2","pages":"Pages 141-146"},"PeriodicalIF":0.0,"publicationDate":"2023-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"49701274","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Mechanical deformation properties of Continuous Welded Rail on kilometer-span suspension bridge for high-speed railway 高速铁路公里跨径悬索桥连续焊轨的力学变形特性
Pub Date : 2023-06-01 DOI: 10.1016/j.hspr.2023.04.002
Xiaopei Cai , Wanli Liu , Liang Gao , Yonghua Su , Jingfan Yang

The complex bridge-track interaction between kilometer-span bridges and continuous Welded Rail (CWR) brings great challenges to CWR designing. Taking a suspension bridge with laying CWR as a case, the mechanical properties of CWR on the bridge are analyzed to reveal the sensitive areas of the track, and the design method of CWR and track structures on the beam ends are proposed. The results show that the unidirectional Rail Expansion Joints(REJ) need to be installed on the beam end of the kilometer-span bridge to reduce rail longitudinal force. Due to the bridge characteristics, there is no CWR fixed area on the kilometer-span bridge, and rail longitudinal force on the main span caused by bending loads needs to be concerned. The deformation of track on the beam end is complex, which is the weak area on the kilometer bridge, the large relative displacement between the stock rail of REJ and the main beam can cause poor stability of ballast bed on beam end, small resistance fasteners need to be laid on the sides of stock rail on the main beam to increase the stability of ballast and fasteners on the beam end. To improve the driving safety and comfort of beam end, the Sleeper-Supporting Apparatus (SSA) should be specially designed to ensure the uniform transition of track on beam ends. Temperature and wind loads have a significant impact on track regularity on the kilometer span bridge, the dynamic response of trains and bridges under those loads needs to be attended to.

千米跨度桥梁与无缝线路之间复杂的桥轨相互作用给无缝线路的设计带来了巨大的挑战。以一座铺设无缝线路的悬索桥为例,分析了桥上无缝线路的力学性能,揭示了轨道的敏感区域,提出了梁端无缝线路和轨道结构的设计方法。结果表明,千米跨度桥梁梁端需要安装单向钢轨伸缩缝(REJ),以减小钢轨纵向力。由于桥梁的特点,千米跨度的桥梁上没有CWR固定区域,需要考虑弯曲荷载对主跨的钢轨纵向力。梁端轨道变形复杂,是千米桥上的薄弱环节,REJ基本轨与主梁相对位移大,会造成梁端道床稳定性差,需要在主梁基本轨两侧铺设小阻力扣件,以增加梁端道碴和扣件的稳定性。为了提高梁端行车的安全性和舒适性,轨枕支撑装置(SSA)应进行专门设计,以确保轨道在梁端的均匀过渡。温度和风荷载对千米跨度桥梁的轨道平顺性有很大影响,需要注意列车和桥梁在这些荷载作用下的动力响应。
{"title":"Mechanical deformation properties of Continuous Welded Rail on kilometer-span suspension bridge for high-speed railway","authors":"Xiaopei Cai ,&nbsp;Wanli Liu ,&nbsp;Liang Gao ,&nbsp;Yonghua Su ,&nbsp;Jingfan Yang","doi":"10.1016/j.hspr.2023.04.002","DOIUrl":"https://doi.org/10.1016/j.hspr.2023.04.002","url":null,"abstract":"<div><p>The complex bridge-track interaction between kilometer-span bridges and continuous Welded Rail (CWR) brings great challenges to CWR designing. Taking a suspension bridge with laying CWR as a case, the mechanical properties of CWR on the bridge are analyzed to reveal the sensitive areas of the track, and the design method of CWR and track structures on the beam ends are proposed. The results show that the unidirectional Rail Expansion Joints(REJ) need to be installed on the beam end of the kilometer-span bridge to reduce rail longitudinal force. Due to the bridge characteristics, there is no CWR fixed area on the kilometer-span bridge, and rail longitudinal force on the main span caused by bending loads needs to be concerned. The deformation of track on the beam end is complex, which is the weak area on the kilometer bridge, the large relative displacement between the stock rail of REJ and the main beam can cause poor stability of ballast bed on beam end, small resistance fasteners need to be laid on the sides of stock rail on the main beam to increase the stability of ballast and fasteners on the beam end. To improve the driving safety and comfort of beam end, the Sleeper-Supporting Apparatus (SSA) should be specially designed to ensure the uniform transition of track on beam ends. Temperature and wind loads have a significant impact on track regularity on the kilometer span bridge, the dynamic response of trains and bridges under those loads needs to be attended to.</p></div>","PeriodicalId":100607,"journal":{"name":"High-speed Railway","volume":"1 2","pages":"Pages 97-109"},"PeriodicalIF":0.0,"publicationDate":"2023-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"49700156","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A reasoning diagram based method for fault diagnosis of railway point system 基于推理图的铁路点系统故障诊断方法
Pub Date : 2023-06-01 DOI: 10.1016/j.hspr.2023.01.002
Feng Wang , Yuan Cao , Clive Roberts , Tao Wen , Lei Tan , Shuai Su , Tao Tang

Railway Point System (RPS) is an important infrastructure in railway industry and its faults may have significant impacts on the safety and efficiency of train operations. For the fault diagnosis of RPS, most existing methods assume that sufficient samples of each failure mode are available, which may be unrealistic, especially for those modes of low occurrence frequency but with high risk. To address this issue, this work proposes a novel fault diagnosis method that only requires the power signals generated under normal RPS operations in the training stage. Specifically, the failure modes of RPS are distinguished through constructing a reasoning diagram, whose nodes are either binary logic problems or those that can be decomposed into the problems of the binary logic. Then, an unsupervised method for the signal segmentation and a fault detection method are combined to make decisions for each binary logic problem. Based on the results of decisions, the diagnostic rules are established to identify the failure modes. Finally, the data collected from multiple real-world RPSs are used for validation and the results demonstrate that the proposed method outperforms the benchmark in identifying the faults of RPSs.

铁路点系统(RPS)是铁路行业的重要基础设施,其故障可能会对列车运行的安全性和效率产生重大影响。对于RPS的故障诊断,现有的大多数方法都假设每个故障模式都有足够的样本,这可能是不现实的,尤其是对于那些发生频率低但风险高的模式。为了解决这个问题,本工作提出了一种新的故障诊断方法,该方法只需要在训练阶段的正常RPS操作下产生的功率信号。具体来说,通过构建推理图来区分RPS的故障模式,推理图的节点要么是二进制逻辑问题,要么是可以分解为二进制逻辑问题的节点。然后,将无监督的信号分割方法和故障检测方法相结合,为每个二进制逻辑问题做出决策。根据决策结果,建立诊断规则以识别故障模式。最后,使用从多个真实世界RPS收集的数据进行验证,结果表明,所提出的方法在识别RPS故障方面优于基准。
{"title":"A reasoning diagram based method for fault diagnosis of railway point system","authors":"Feng Wang ,&nbsp;Yuan Cao ,&nbsp;Clive Roberts ,&nbsp;Tao Wen ,&nbsp;Lei Tan ,&nbsp;Shuai Su ,&nbsp;Tao Tang","doi":"10.1016/j.hspr.2023.01.002","DOIUrl":"https://doi.org/10.1016/j.hspr.2023.01.002","url":null,"abstract":"<div><p>Railway Point System (RPS) is an important infrastructure in railway industry and its faults may have significant impacts on the safety and efficiency of train operations. For the fault diagnosis of RPS, most existing methods assume that sufficient samples of each failure mode are available, which may be unrealistic, especially for those modes of low occurrence frequency but with high risk. To address this issue, this work proposes a novel fault diagnosis method that only requires the power signals generated under normal RPS operations in the training stage. Specifically, the failure modes of RPS are distinguished through constructing a reasoning diagram, whose nodes are either binary logic problems or those that can be decomposed into the problems of the binary logic. Then, an unsupervised method for the signal segmentation and a fault detection method are combined to make decisions for each binary logic problem. Based on the results of decisions, the diagnostic rules are established to identify the failure modes. Finally, the data collected from multiple real-world RPSs are used for validation and the results demonstrate that the proposed method outperforms the benchmark in identifying the faults of RPSs.</p></div>","PeriodicalId":100607,"journal":{"name":"High-speed Railway","volume":"1 2","pages":"Pages 110-119"},"PeriodicalIF":0.0,"publicationDate":"2023-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"49700133","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Image fusion methods in high-speed railway scenes: A survey 高速铁路场景图像融合方法综述
Pub Date : 2023-06-01 DOI: 10.1016/j.hspr.2023.01.001
Yuqiao Zeng , Xu Wang , Hongwei Zhao , Yi Jin , George A. Giannopoulos , Yidong Li

Image fusion refers to extracting meaningful information from images of different sources or modalities, and then fusing them to generate more informative images that are beneficial for subsequent applications. In recent years, the growing data and computing resources have promoted the development of deep learning, and image fusion technology has continued to spawn new deep learning fusion methods based on traditional fusion methods. However, high-speed railroads, as an important part of life, have their unique industry characteristics of image data, which leads to different image fusion techniques with different fusion effects in high-speed railway scenes. This research work first introduces the mainstream technology classification of image fusion, further describes the downstream tasks that image fusion techniques may combine within high-speed railway scenes, and introduces the evaluation metrics of image fusion, followed by a series of subjective and objective experiments to completely evaluate the performance level of each image fusion method in different traffic scenes, and finally provides some possible future image fusion in the field of rail transportation of research.

图像融合是指从不同来源或模态的图像中提取有意义的信息,然后将其融合,生成更有信息性的图像,有利于后续应用。近年来,不断增长的数据和计算资源推动了深度学习的发展,图像融合技术在传统融合方法的基础上不断催生新的深度学习融合方法。然而,高速铁路作为生活的重要组成部分,其图像数据具有独特的行业特征,这导致了不同的图像融合技术在高速铁路场景中具有不同的融合效果。本研究工作首先介绍了图像融合的主流技术分类,进一步描述了图像融合技术在高速铁路场景中可能结合的下游任务,并介绍了图像聚变的评估指标,随后进行了一系列主客观实验,全面评价了每种图像融合方法在不同交通场景下的性能水平,最终为未来轨道交通领域的图像融合研究提供了一些可能。
{"title":"Image fusion methods in high-speed railway scenes: A survey","authors":"Yuqiao Zeng ,&nbsp;Xu Wang ,&nbsp;Hongwei Zhao ,&nbsp;Yi Jin ,&nbsp;George A. Giannopoulos ,&nbsp;Yidong Li","doi":"10.1016/j.hspr.2023.01.001","DOIUrl":"https://doi.org/10.1016/j.hspr.2023.01.001","url":null,"abstract":"<div><p>Image fusion refers to extracting meaningful information from images of different sources or modalities, and then fusing them to generate more informative images that are beneficial for subsequent applications. In recent years, the growing data and computing resources have promoted the development of deep learning, and image fusion technology has continued to spawn new deep learning fusion methods based on traditional fusion methods. However, high-speed railroads, as an important part of life, have their unique industry characteristics of image data, which leads to different image fusion techniques with different fusion effects in high-speed railway scenes. This research work first introduces the mainstream technology classification of image fusion, further describes the downstream tasks that image fusion techniques may combine within high-speed railway scenes, and introduces the evaluation metrics of image fusion, followed by a series of subjective and objective experiments to completely evaluate the performance level of each image fusion method in different traffic scenes, and finally provides some possible future image fusion in the field of rail transportation of research.</p></div>","PeriodicalId":100607,"journal":{"name":"High-speed Railway","volume":"1 2","pages":"Pages 87-91"},"PeriodicalIF":0.0,"publicationDate":"2023-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"49700186","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 2
A review of high performance computing applications in high-speed rail systems 高性能计算在高速铁路系统中的应用综述
Pub Date : 2023-06-01 DOI: 10.1016/j.hspr.2023.05.001
Shenyuan Ren , Yidong Li

Further improving the railway innovation capacity and technological strength is the important goal of the 14th Five-Year Plan for railway scientific and technological innovation. It includes promoting the deep integration of cutting-edge technologies with the railway systems, strengthening the research and application of intelligent railway technologies, applying green computing technologies and advancing the collaborative sharing of transportation big data. The high-speed rail system tasks need to process huge amounts of data and heavy workload with the requirement of ultra-fast response. Therefore, it is of great necessity to promote computation efficiency by applying High Performance Computing (HPC) to high-speed rail systems. The HPC technique is a great solution for improving the performance, efficiency, and safety of high-speed rail systems. In this review, we introduce and analyze the application research of high performance computing technology in the field of high-speed railways. These HPC applications are cataloged into four broad categories, namely: fault diagnosis, network and communication, management system, and simulations. Moreover, challenges and issues to be addressed are discussed and further directions are suggested.

进一步提升铁路创新能力和技术实力是“十四五”铁路科技创新规划的重要目标。包括推动前沿技术与铁路系统深度融合,加强铁路智能技术研究与应用,应用绿色计算技术,推进交通大数据协同共享。高铁系统的任务需要处理大量的数据和繁重的工作量,要求超快速响应。因此,将高性能计算(HPC)应用于高速铁路系统,提高计算效率是非常必要的。HPC技术是提高高速铁路系统性能、效率和安全性的一个很好的解决方案。本文介绍并分析了高性能计算技术在高速铁路领域的应用研究。这些HPC应用程序分为四大类,即:故障诊断、网络和通信、管理系统和模拟。此外,还讨论了需要解决的挑战和问题,并提出了进一步的方向。
{"title":"A review of high performance computing applications in high-speed rail systems","authors":"Shenyuan Ren ,&nbsp;Yidong Li","doi":"10.1016/j.hspr.2023.05.001","DOIUrl":"https://doi.org/10.1016/j.hspr.2023.05.001","url":null,"abstract":"<div><p>Further improving the railway innovation capacity and technological strength is the important goal of the 14th Five-Year Plan for railway scientific and technological innovation. It includes promoting the deep integration of cutting-edge technologies with the railway systems, strengthening the research and application of intelligent railway technologies, applying green computing technologies and advancing the collaborative sharing of transportation big data. The high-speed rail system tasks need to process huge amounts of data and heavy workload with the requirement of ultra-fast response. Therefore, it is of great necessity to promote computation efficiency by applying High Performance Computing (HPC) to high-speed rail systems. The HPC technique is a great solution for improving the performance, efficiency, and safety of high-speed rail systems. In this review, we introduce and analyze the application research of high performance computing technology in the field of high-speed railways. These HPC applications are cataloged into four broad categories, namely: fault diagnosis, network and communication, management system, and simulations. Moreover, challenges and issues to be addressed are discussed and further directions are suggested.</p></div>","PeriodicalId":100607,"journal":{"name":"High-speed Railway","volume":"1 2","pages":"Pages 92-96"},"PeriodicalIF":0.0,"publicationDate":"2023-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"49700187","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Wireless channel estimation for high-speed rail communications: Challenges, solutions and future directions 高速铁路通信无线信道估计:挑战、解决方案和未来方向
Pub Date : 2023-03-01 DOI: 10.1016/j.hspr.2022.11.004
Xuying Chen , Wei Chen , Xiao Gong , Bo Ai , Ian Wassell

With the development of High-Speed Rail (HSR), countries and individual passengers alike have enjoyed far ranging benefits as a result – economic, social, environment and in added convenience. One of the important parts of HSR construction is the signaling system, where wireless communications play a key role in the transmission of train control data. Channel estimation has a significant impact on the quality of the wireless communication, however, whose performance is degraded due to the fast mobility of HSR. This paper focuses on the channel estimation technology in HSR. We first summarize the key challenges for HSR channel estimation, especially the Inter-Carrier Interference (ICI) faced by Orthogonal Frequency Division Multiplexing (OFDM) systems. Then we provide a comprehensive review of existing pilot-aided channel estimation schemes from three points: channel model, estimation algorithm, joint channel estimation and ICI mitigation schemes. Lastly, we present the challenges of channel estimation for the Orthogonal Time Frequency Space (OTFS) system and Reconfigurable Intelligent Surface (RIS), which are promising techniques for HSR systems in the future sixth Generation (6G) wireless communication.

随着高铁的发展,国家和乘客个人都获得了经济、社会、环境和便利等多方面的好处。信号系统是高铁建设的重要组成部分之一,无线通信在列车控制数据的传输中起着关键作用。信道估计对无线通信质量有重要影响,但高铁的快速移动性会降低无线通信的性能。本文主要研究高铁中的信道估计技术。我们首先总结了高铁信道估计的主要挑战,特别是正交频分复用(OFDM)系统所面临的载波间干扰(ICI)。然后,我们从三个方面全面回顾了现有的导频辅助信道估计方案:信道模型、估计算法、联合信道估计和ICI缓解方案。最后,我们提出了正交时频空间(OTFS)系统和可重构智能表面(RIS)信道估计的挑战,这是未来第六代(6G)无线通信中有前途的高铁系统技术。
{"title":"Wireless channel estimation for high-speed rail communications: Challenges, solutions and future directions","authors":"Xuying Chen ,&nbsp;Wei Chen ,&nbsp;Xiao Gong ,&nbsp;Bo Ai ,&nbsp;Ian Wassell","doi":"10.1016/j.hspr.2022.11.004","DOIUrl":"https://doi.org/10.1016/j.hspr.2022.11.004","url":null,"abstract":"<div><p>With the development of High-Speed Rail (HSR), countries and individual passengers alike have enjoyed far ranging benefits as a result – economic, social, environment and in added convenience. One of the important parts of HSR construction is the signaling system, where wireless communications play a key role in the transmission of train control data. Channel estimation has a significant impact on the quality of the wireless communication, however, whose performance is degraded due to the fast mobility of HSR. This paper focuses on the channel estimation technology in HSR. We first summarize the key challenges for HSR channel estimation, especially the Inter-Carrier Interference (ICI) faced by Orthogonal Frequency Division Multiplexing (OFDM) systems. Then we provide a comprehensive review of existing pilot-aided channel estimation schemes from three points: channel model, estimation algorithm, joint channel estimation and ICI mitigation schemes. Lastly, we present the challenges of channel estimation for the Orthogonal Time Frequency Space (OTFS) system and Reconfigurable Intelligent Surface (RIS), which are promising techniques for HSR systems in the future sixth Generation (6G) wireless communication.</p></div>","PeriodicalId":100607,"journal":{"name":"High-speed Railway","volume":"1 1","pages":"Pages 18-22"},"PeriodicalIF":0.0,"publicationDate":"2023-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"49876341","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Study on key technologies of GNSS-based train state perception for train-centric railway signaling 基于gnss的以列车为中心的列车状态感知关键技术研究
Pub Date : 2023-03-01 DOI: 10.1016/j.hspr.2022.12.003
Baigen Cai , Jingnan Liu , Xurong Dong , Jiang Liu

The application of Global Navigation Satellite Systems (GNSSs) in the intelligent railway systems is rapidly developing all over the world. With the GNSS-based train positioning and moving state perception, the autonomy and flexibility of a novel train control system can be greatly enhanced over the existing solutions relying on the track-side facilities. Considering the safety critical features of the railway signaling applications, the GNSS stand-alone mode may not be sufficient to satisfy the practical requirements. In this paper, the key technologies for applying GNSS in novel train-centric railway signaling systems are investigated, including the multi-sensor data fusion, Virtual Balise (VB) capturing and messaging, train integrity monitoring and system performance evaluation. According to the practical characteristics of the novel train control system under the moving block mode, the details of the key technologies are introduced. Field demonstration results of a novel train control system using the presented technologies under the practical railway operation conditions are presented to illustrate the achievable performance feature of autonomous train state perception using BeiDou Navigation Satellite System (BDS) and related solutions. It reveals the great potentials of these key technologies in the next generation train control system and other GNSS-based railway implementations.

全球卫星导航系统(gnss)在智能铁路系统中的应用正在世界范围内迅速发展。利用基于gnss的列车定位和运动状态感知技术,可以大大提高现有列车控制系统的自主性和灵活性。考虑到铁路信号应用的安全关键特性,GNSS单机模式可能不足以满足实际需求。本文研究了GNSS在以列车为中心的新型铁路信号系统中应用的关键技术,包括多传感器数据融合、虚拟Balise (VB)捕获和消息传递、列车完整性监测和系统性能评估。根据新型动块模式列车控制系统的实际特点,详细介绍了其中的关键技术。最后,给出了基于上述技术的新型列车控制系统在实际铁路运行条件下的现场演示结果,以说明利用北斗卫星导航系统(BDS)实现自主列车状态感知的性能特征及相关解决方案。揭示了这些关键技术在下一代列车控制系统和其他基于gnss的铁路实现中的巨大潜力。
{"title":"Study on key technologies of GNSS-based train state perception for train-centric railway signaling","authors":"Baigen Cai ,&nbsp;Jingnan Liu ,&nbsp;Xurong Dong ,&nbsp;Jiang Liu","doi":"10.1016/j.hspr.2022.12.003","DOIUrl":"https://doi.org/10.1016/j.hspr.2022.12.003","url":null,"abstract":"<div><p>The application of Global Navigation Satellite Systems (GNSSs) in the intelligent railway systems is rapidly developing all over the world. With the GNSS-based train positioning and moving state perception, the autonomy and flexibility of a novel train control system can be greatly enhanced over the existing solutions relying on the track-side facilities. Considering the safety critical features of the railway signaling applications, the GNSS stand-alone mode may not be sufficient to satisfy the practical requirements. In this paper, the key technologies for applying GNSS in novel train-centric railway signaling systems are investigated, including the multi-sensor data fusion, Virtual Balise (VB) capturing and messaging, train integrity monitoring and system performance evaluation. According to the practical characteristics of the novel train control system under the moving block mode, the details of the key technologies are introduced. Field demonstration results of a novel train control system using the presented technologies under the practical railway operation conditions are presented to illustrate the achievable performance feature of autonomous train state perception using BeiDou Navigation Satellite System (BDS) and related solutions. It reveals the great potentials of these key technologies in the next generation train control system and other GNSS-based railway implementations.</p></div>","PeriodicalId":100607,"journal":{"name":"High-speed Railway","volume":"1 1","pages":"Pages 47-55"},"PeriodicalIF":0.0,"publicationDate":"2023-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"49876337","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
期刊
High-speed Railway
全部 Acc. Chem. Res. ACS Applied Bio Materials ACS Appl. Electron. Mater. ACS Appl. Energy Mater. ACS Appl. Mater. Interfaces ACS Appl. Nano Mater. ACS Appl. Polym. Mater. ACS BIOMATER-SCI ENG ACS Catal. ACS Cent. Sci. ACS Chem. Biol. ACS Chemical Health & Safety ACS Chem. Neurosci. ACS Comb. Sci. ACS Earth Space Chem. ACS Energy Lett. ACS Infect. Dis. ACS Macro Lett. ACS Mater. Lett. ACS Med. Chem. Lett. ACS Nano ACS Omega ACS Photonics ACS Sens. ACS Sustainable Chem. Eng. ACS Synth. Biol. Anal. Chem. BIOCHEMISTRY-US Bioconjugate Chem. BIOMACROMOLECULES Chem. Res. Toxicol. Chem. Rev. Chem. Mater. CRYST GROWTH DES ENERG FUEL Environ. Sci. Technol. Environ. Sci. Technol. Lett. Eur. J. Inorg. Chem. IND ENG CHEM RES Inorg. Chem. J. Agric. Food. Chem. J. Chem. Eng. Data J. Chem. Educ. J. Chem. Inf. Model. J. Chem. Theory Comput. J. Med. Chem. J. Nat. Prod. J PROTEOME RES J. Am. Chem. Soc. LANGMUIR MACROMOLECULES Mol. Pharmaceutics Nano Lett. Org. Lett. ORG PROCESS RES DEV ORGANOMETALLICS J. Org. Chem. J. Phys. Chem. J. Phys. Chem. A J. Phys. Chem. B J. Phys. Chem. C J. Phys. Chem. Lett. Analyst Anal. Methods Biomater. Sci. Catal. Sci. Technol. Chem. Commun. Chem. Soc. Rev. CHEM EDUC RES PRACT CRYSTENGCOMM Dalton Trans. Energy Environ. Sci. ENVIRON SCI-NANO ENVIRON SCI-PROC IMP ENVIRON SCI-WAT RES Faraday Discuss. Food Funct. Green Chem. Inorg. Chem. Front. Integr. Biol. J. Anal. At. Spectrom. J. Mater. Chem. A J. Mater. Chem. B J. Mater. Chem. C Lab Chip Mater. Chem. Front. Mater. Horiz. MEDCHEMCOMM Metallomics Mol. Biosyst. Mol. Syst. Des. Eng. Nanoscale Nanoscale Horiz. Nat. Prod. Rep. New J. Chem. Org. Biomol. Chem. Org. Chem. Front. PHOTOCH PHOTOBIO SCI PCCP Polym. Chem.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1