首页 > 最新文献

Railway Sciences最新文献

英文 中文
Multi-objective aerodynamic optimization design of high-speed maglev train nose 高速磁悬浮列车机头多目标气动优化设计
Pub Date : 2022-06-03 DOI: 10.1108/rs-04-2022-0017
S. Yao, Da-wei Chen, S. Ding
PurposeThe nose length is the key design parameter affecting the aerodynamic performance of high-speed maglev train, and the horizontal profile has a significant impact on the aerodynamic lift of the leading and trailing cars Hence, the study analyzes aerodynamic parameters with multi-objective optimization design.Design/methodology/approachThe nose of normal temperature and normal conduction high-speed maglev train is divided into streamlined part and equipment cabin according to its geometric characteristics. Then the modified vehicle modeling function (VMF) parameterization method and surface discretization method are adopted for the parametric design of the nose. For the 12 key design parameters extracted, combined with computational fluid dynamics (CFD), support vector machine (SVR) model and multi-objective particle swarm optimization (MPSO) algorithm, the multi-objective aerodynamic optimization design of high-speed maglev train nose and the sensitivity analysis of design parameters are carried out with aerodynamic drag coefficient of the whole vehicle and the aerodynamic lift coefficient of the trailing car as the optimization objectives and the aerodynamic lift coefficient of the leading car as the constraint. The engineering improvement and wind tunnel test verification of the optimized shape are done.FindingsResults show that the parametric design method can use less design parameters to describe the nose shape of high-speed maglev train. The prediction accuracy of the SVR model with the reduced amount of calculation and improved optimization efficiency meets the design requirements.Originality/valueCompared with the original shape, the aerodynamic drag coefficient of the whole vehicle is reduced by 19.2%, and the aerodynamic lift coefficients of the leading and trailing cars are reduced by 24.8 and 51.3%, respectively, after adopting the optimized shape modified according to engineering design requirements.
目的机头长度是影响高速磁浮列车气动性能的关键设计参数,而水平型线对前后车的气动升力影响较大,因此采用多目标优化设计方法对气动参数进行分析。常温常导高速磁浮列车机头根据其几何特性分为流线型部分和设备舱。然后采用改进的车辆建模函数(VMF)参数化方法和曲面离散化方法对机头进行参数化设计。对提取的12个关键设计参数,结合计算流体力学(CFD)、支持向量机(SVR)模型和多目标粒子群优化(MPSO)算法,以整车气动阻力系数和尾车气动升力系数为优化目标,以车头气动升力系数为约束条件,对高速磁浮列车车头进行了多目标气动优化设计和设计参数的敏感性分析。对优化后的形状进行了工程改进和风洞试验验证。结果表明,参数化设计方法可以使用较少的设计参数来描述高速磁悬浮列车的机头形状。减少了计算量,提高了优化效率,支持向量回归模型的预测精度满足设计要求。采用根据工程设计要求修改的优化外形后,与原外形相比,整车气动阻力系数降低19.2%,前后车气动升力系数分别降低24.8%和51.3%。
{"title":"Multi-objective aerodynamic optimization design of high-speed maglev train nose","authors":"S. Yao, Da-wei Chen, S. Ding","doi":"10.1108/rs-04-2022-0017","DOIUrl":"https://doi.org/10.1108/rs-04-2022-0017","url":null,"abstract":"PurposeThe nose length is the key design parameter affecting the aerodynamic performance of high-speed maglev train, and the horizontal profile has a significant impact on the aerodynamic lift of the leading and trailing cars Hence, the study analyzes aerodynamic parameters with multi-objective optimization design.Design/methodology/approachThe nose of normal temperature and normal conduction high-speed maglev train is divided into streamlined part and equipment cabin according to its geometric characteristics. Then the modified vehicle modeling function (VMF) parameterization method and surface discretization method are adopted for the parametric design of the nose. For the 12 key design parameters extracted, combined with computational fluid dynamics (CFD), support vector machine (SVR) model and multi-objective particle swarm optimization (MPSO) algorithm, the multi-objective aerodynamic optimization design of high-speed maglev train nose and the sensitivity analysis of design parameters are carried out with aerodynamic drag coefficient of the whole vehicle and the aerodynamic lift coefficient of the trailing car as the optimization objectives and the aerodynamic lift coefficient of the leading car as the constraint. The engineering improvement and wind tunnel test verification of the optimized shape are done.FindingsResults show that the parametric design method can use less design parameters to describe the nose shape of high-speed maglev train. The prediction accuracy of the SVR model with the reduced amount of calculation and improved optimization efficiency meets the design requirements.Originality/valueCompared with the original shape, the aerodynamic drag coefficient of the whole vehicle is reduced by 19.2%, and the aerodynamic lift coefficients of the leading and trailing cars are reduced by 24.8 and 51.3%, respectively, after adopting the optimized shape modified according to engineering design requirements.","PeriodicalId":369838,"journal":{"name":"Railway Sciences","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-06-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128974846","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: 3
A constitutive model for cyclic densification of coarse-grained soil filler for the high-speed railway subgrade considering particle breakage 考虑颗粒破碎的高速铁路路基粗粒填料循环致密化本构模型
Pub Date : 2022-05-23 DOI: 10.1108/rs-04-2022-0020
Yangsheng Ye, Degou Cai, L. Geng, Hongye Yan, J. Yao, Feng Chen
PurposeThis study aims to propose a semiempirical and semitheoretical cyclic compaction constitutive model of coarse-grained soil filler for the high-speed railway (HSR) subgrade under cyclic load.Design/methodology/approachAccording to the basic framework of critical state soil mechanics and in view of the characteristics of the coarse-grained soil filler for the HSR subgrade to bear the train vibration load repeatedly for a long time, the hyperbolic empirical relationship between particle breakage and plastic work was derived. Considering the influence of cyclic vibration time and stress ratio, the particle breakage correction function of coarse-grained soil filler for the HSR subgrade under cyclic load was proposed. According to the classical theory of plastic mechanics, the shearing dilatation equation of the coarse-grained soil filler for the HSR subgrade considering particle breakage was modified and obtained. A semiempirical and semitheoretical cyclic compaction constitutive model of coarse-grained soil filler for the HSR subgrade under cyclic load was further established. The backward Euler method was used to discretize the constitutive equation, build a numerical algorithm of “elastic prediction and plastic modification” and make a secondary development of the program to solve the cyclic compaction model.FindingsThrough the comparison with the result of laboratory triaxial test under the cyclic loading of coarse-grained soil filler for the HSR subgrade, the accuracy and applicability of the cyclic compaction model were verified. Results show that the model can accurately predict the cumulative deformation characteristics of coarse-grained soil filler for the HSR subgrade under the train vibration loading repeatedly for a long time. It considers the effects of particle breakage and stress ratio, which can be used to calculate and analyze the stress and deformation evolution law of the subgrade structure for HSR.Originality/valueThe research can provide a simple and practical method for calculating deformation of railway under cyclic loading.
目的建立高速铁路路基粗粒填料循环压实的半经验半理论本构模型。根据临界状态土力学的基本框架,针对高铁路基粗粒土填料长时间反复承受列车振动载荷的特点,推导了颗粒破碎与塑性功的双曲型经验关系。考虑循环振动时间和应力比的影响,提出了高铁路基粗粒填料在循环荷载作用下的颗粒破碎修正函数。根据经典塑性力学理论,对高铁路基粗粒填料考虑颗粒破碎的剪切膨胀方程进行修正,得到了高铁路基粗粒填料考虑颗粒破碎的剪切膨胀方程。建立了循环荷载作用下高铁路基粗粒土填料的半经验半理论循环压实本构模型。采用后向欧拉法对本构方程进行离散化,建立了“弹性预测+塑性修正”的数值算法,并二次开发了求解循环压实模型的程序。结果通过与高铁路基粗粒土填料循环荷载下室内三轴试验结果对比,验证了循环压实模型的准确性和适用性。结果表明,该模型能较准确地预测高铁路基粗粒土填料在长时间反复列车振动荷载作用下的累积变形特性。考虑颗粒破碎和应力比的影响,可用于计算和分析高铁路基结构的应力和变形演化规律。该研究为循环荷载作用下铁路变形的计算提供了一种简单实用的方法。
{"title":"A constitutive model for cyclic densification of coarse-grained soil filler for the high-speed railway subgrade considering particle breakage","authors":"Yangsheng Ye, Degou Cai, L. Geng, Hongye Yan, J. Yao, Feng Chen","doi":"10.1108/rs-04-2022-0020","DOIUrl":"https://doi.org/10.1108/rs-04-2022-0020","url":null,"abstract":"PurposeThis study aims to propose a semiempirical and semitheoretical cyclic compaction constitutive model of coarse-grained soil filler for the high-speed railway (HSR) subgrade under cyclic load.Design/methodology/approachAccording to the basic framework of critical state soil mechanics and in view of the characteristics of the coarse-grained soil filler for the HSR subgrade to bear the train vibration load repeatedly for a long time, the hyperbolic empirical relationship between particle breakage and plastic work was derived. Considering the influence of cyclic vibration time and stress ratio, the particle breakage correction function of coarse-grained soil filler for the HSR subgrade under cyclic load was proposed. According to the classical theory of plastic mechanics, the shearing dilatation equation of the coarse-grained soil filler for the HSR subgrade considering particle breakage was modified and obtained. A semiempirical and semitheoretical cyclic compaction constitutive model of coarse-grained soil filler for the HSR subgrade under cyclic load was further established. The backward Euler method was used to discretize the constitutive equation, build a numerical algorithm of “elastic prediction and plastic modification” and make a secondary development of the program to solve the cyclic compaction model.FindingsThrough the comparison with the result of laboratory triaxial test under the cyclic loading of coarse-grained soil filler for the HSR subgrade, the accuracy and applicability of the cyclic compaction model were verified. Results show that the model can accurately predict the cumulative deformation characteristics of coarse-grained soil filler for the HSR subgrade under the train vibration loading repeatedly for a long time. It considers the effects of particle breakage and stress ratio, which can be used to calculate and analyze the stress and deformation evolution law of the subgrade structure for HSR.Originality/valueThe research can provide a simple and practical method for calculating deformation of railway under cyclic loading.","PeriodicalId":369838,"journal":{"name":"Railway Sciences","volume":"28 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-05-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128728200","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
Optimization method of urban rail train operational plan based on O-D time-varying demand 基于O-D时变需求的城市轨道列车运行计划优化方法
Pub Date : 2022-05-19 DOI: 10.1108/rs-04-2022-0008
F. Shi, Xian Tu, Shuo Zhao
PurposeUnder the constraints of given passenger service level and coupling travel demand with train departure time, this study optimizes the train operational plan in an urban rail corridor to minimize the numbers of train trips and rolling stocks considering the time-varying demand of urban rail passenger flow.Design/methodology/approachThe authors optimize the train operational plan in a special network layout, i.e. an urban rail corridor with dead-end terminal yard, by decomposing it into two sub-problems: train timetable optimization and rolling stock circulation optimization. As for train timetable optimization, the authors propose a schedule-based passenger flow assignment method, construct the corresponding timetabling optimization model and design the bi-directional coordinated sequential optimization algorithm. For the optimization of rolling stock circulation, the authors construct the corresponding optimization assignment model and adopt the Hungary algorithm for solving the model.FindingsThe case study shows that the train operational plan developed by the study's approach meets requirements on the passenger service quality and reduces the operational cost to the maximum by minimizing the numbers of train trips and rolling stocks.Originality/valueThe example verifies the efficiency of the model and algorithm.
目的在给定客运服务水平和列车发车时间耦合出行需求约束下,考虑城市轨道客流的时变需求,优化城市轨道交通走廊的列车运行计划,使列车发车次数和车辆数最少。设计/方法/途径对具有终端堆场的城市轨道交通走廊的特殊网络布局下的列车运行计划进行优化,将其分解为列车时刻表优化和车辆流通优化两个子问题。在列车时刻表优化方面,提出了一种基于时刻表的客流分配方法,构建了相应的调度优化模型,设计了双向协调序贯优化算法。针对铁路车辆流通优化问题,建立了相应的优化分配模型,并采用匈牙利算法对模型进行求解。研究结果表明,采用该方法制定的列车运营计划既满足旅客服务质量要求,又能最大限度地降低运营成本,使列车开行次数和车辆数达到最小。独创性/价值通过实例验证了模型和算法的有效性。
{"title":"Optimization method of urban rail train operational plan based on O-D time-varying demand","authors":"F. Shi, Xian Tu, Shuo Zhao","doi":"10.1108/rs-04-2022-0008","DOIUrl":"https://doi.org/10.1108/rs-04-2022-0008","url":null,"abstract":"PurposeUnder the constraints of given passenger service level and coupling travel demand with train departure time, this study optimizes the train operational plan in an urban rail corridor to minimize the numbers of train trips and rolling stocks considering the time-varying demand of urban rail passenger flow.Design/methodology/approachThe authors optimize the train operational plan in a special network layout, i.e. an urban rail corridor with dead-end terminal yard, by decomposing it into two sub-problems: train timetable optimization and rolling stock circulation optimization. As for train timetable optimization, the authors propose a schedule-based passenger flow assignment method, construct the corresponding timetabling optimization model and design the bi-directional coordinated sequential optimization algorithm. For the optimization of rolling stock circulation, the authors construct the corresponding optimization assignment model and adopt the Hungary algorithm for solving the model.FindingsThe case study shows that the train operational plan developed by the study's approach meets requirements on the passenger service quality and reduces the operational cost to the maximum by minimizing the numbers of train trips and rolling stocks.Originality/valueThe example verifies the efficiency of the model and algorithm.","PeriodicalId":369838,"journal":{"name":"Railway Sciences","volume":"11 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-05-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125734164","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
The coupled vibration of train and bridge as high-speed trains meet in crosswind 高速列车在侧风作用下列车与桥梁的耦合振动
Pub Date : 2022-05-19 DOI: 10.1108/rs-04-2022-0021
W. Guo, Xin Hong, C. Chen
PurposeThis paper aims to study the influence of aerodynamics force of trains passing each other on the dynamic response of vehicle bridge coupling system based on numerical simulation and multi-body dynamics and put forward the speed threshold for safe running of train under different crosswind speeds.Design/methodology/approachThe computational fluid dynamics method is adopted to simulate the aerodynamic force in the whole process of train passing each other by using dynamic grid technology. The dynamic model of vehicle-bridge coupling system is established considering the effects of aerodynamic force of train passing each other under crosswind, the dynamic response of train intersection on the bridge under crosswind is computed and the running safety of the train is evaluated.FindingsThe aerodynamic force of trains' intersection has little effects on the derailment factor, lateral wheel-rail force and vertical acceleration of train, but it increases the offload factor of train and significantly increases the lateral acceleration of train. The crosswind has a significant effect on increasing the derailment factor, lateral wheel-rail force and offload factor of train. The offload factor of train is the key factor to control the threshold of train speed. The impact of the aerodynamic force of trains' intersection on running safety cannot be ignored. When the extreme values of crosswind wind speed are 15 m·s−1, 20 m·s−1 and 25 m·s−1, respectively, the corresponding speed thresholds for safe running of train are 350 km·h−1, 275 km·h−1 and 200 km·h−1, respectively.Originality/valueThe research can provide a more precise numerical method to study the running safety of high-speed trains under the aerodynamic effect of trains passing each other on bridge in crosswind.
目的基于数值模拟和多体动力学研究列车互行空气动力对车桥耦合系统动力响应的影响,提出不同侧风风速下列车安全运行的速度阈值。设计方法:采用计算流体力学方法,利用动态网格技术对列车互行过程中的气动力进行模拟。建立了考虑列车在侧风作用下互行气动力影响的车桥耦合系统动力学模型,计算了列车交叉口在侧风作用下对桥梁的动力响应,并对列车运行安全性进行了评价。结果列车交会气动力对列车脱轨系数、横向轮轨力和垂直加速度的影响不大,但增加了列车的卸载系数,显著增加了列车的横向加速度。侧风对列车的脱轨系数、轮轨横向力和卸载系数有显著的增加作用。列车卸载系数是控制列车速度阈值的关键因素。列车交叉口气动力对行车安全的影响不容忽视。当侧风风速极值分别为15 m·s−1、20 m·s−1和25 m·s−1时,对应的列车安全运行速度阈值分别为350 km·h−1、275 km·h−1和200 km·h−1。该研究为研究列车在侧风作用下在桥上互行时的气动效应下高速列车的运行安全性提供了一种更为精确的数值方法。
{"title":"The coupled vibration of train and bridge as high-speed trains meet in crosswind","authors":"W. Guo, Xin Hong, C. Chen","doi":"10.1108/rs-04-2022-0021","DOIUrl":"https://doi.org/10.1108/rs-04-2022-0021","url":null,"abstract":"PurposeThis paper aims to study the influence of aerodynamics force of trains passing each other on the dynamic response of vehicle bridge coupling system based on numerical simulation and multi-body dynamics and put forward the speed threshold for safe running of train under different crosswind speeds.Design/methodology/approachThe computational fluid dynamics method is adopted to simulate the aerodynamic force in the whole process of train passing each other by using dynamic grid technology. The dynamic model of vehicle-bridge coupling system is established considering the effects of aerodynamic force of train passing each other under crosswind, the dynamic response of train intersection on the bridge under crosswind is computed and the running safety of the train is evaluated.FindingsThe aerodynamic force of trains' intersection has little effects on the derailment factor, lateral wheel-rail force and vertical acceleration of train, but it increases the offload factor of train and significantly increases the lateral acceleration of train. The crosswind has a significant effect on increasing the derailment factor, lateral wheel-rail force and offload factor of train. The offload factor of train is the key factor to control the threshold of train speed. The impact of the aerodynamic force of trains' intersection on running safety cannot be ignored. When the extreme values of crosswind wind speed are 15 m·s−1, 20 m·s−1 and 25 m·s−1, respectively, the corresponding speed thresholds for safe running of train are 350 km·h−1, 275 km·h−1 and 200 km·h−1, respectively.Originality/valueThe research can provide a more precise numerical method to study the running safety of high-speed trains under the aerodynamic effect of trains passing each other on bridge in crosswind.","PeriodicalId":369838,"journal":{"name":"Railway Sciences","volume":"61 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-05-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133517430","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
Typical wheel–rail profile change rules and matching characteristics of high speed railway in China 中国高速铁路典型轮轨廓线变化规律及匹配特点
Pub Date : 2022-05-19 DOI: 10.1108/rs-04-2022-0019
M. Hou, F. Liu, Xiaoyi Hu
PurposeIn 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/approachBased 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.FindingsResults 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/valueThis 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.
目的为系统掌握中国高铁轮轨轮廓的变化及匹配特征,选取京沪、武广、哈大、兰新、贵广、丹东等6条典型高铁线路上的6台高速动车组172个轨形测点和384个车轮进行了为期两年的现场试验。基于实测数据,采用数理统计方法对钢轨和车轮的磨损特性进行了分析。利用实测的钢轨轮廓,分析了轮轨重形循环中轮轨匹配的等效锥度。结果表明:当高铁曲线半径大于2495 m时,直线轨和曲线轨的磨损率基本相同;对于年交通总重小于11mt的线路,钢轨垂直磨损小于0.01 mm。曲线半径小于800 m的钢轨磨损率明显增加。哈大线、兰新线和丹东-大连线动车组车轮踏面磨损较大,平均踏面磨损率约为0.05 ~ 0.06 mm·(10,000 km)−1,而京沪线、武广线和贵阳-广州线动车组车轮踏面磨损率约为0.03 ~ 0.035 mm·(10,000 km)−1。当磨损范围较小时,等效锥度随车轮踏面磨损程度的增加而增大。当车轮磨损范围较宽时,轮轨接触点分布均匀,等效锥度增加不明显。独创性/价值本研究提出了不同动车组列车在一个重构周期内的等效圆锥度分布范围,为基于工况的车轮重构提供了指导。
{"title":"Typical wheel–rail profile change rules and matching characteristics of high speed railway in China","authors":"M. Hou, F. Liu, Xiaoyi Hu","doi":"10.1108/rs-04-2022-0019","DOIUrl":"https://doi.org/10.1108/rs-04-2022-0019","url":null,"abstract":"PurposeIn 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/approachBased 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.FindingsResults 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/valueThis 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.","PeriodicalId":369838,"journal":{"name":"Railway Sciences","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-05-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128862332","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
Experimental study of the wheel/rail impact caused by wheel flat within 400 km/h using full-scale roller rig 采用全尺寸滚轮台架试验研究400km /h内车轮扁平对轮轨的冲击
Pub Date : 2022-05-17 DOI: 10.1108/rs-04-2022-0018
Chong-Seok Chang, Yuanwu Cai, Bo Chen, Qiuze Li, Pengfei Lin
PurposeIn service, the periodic clashes of wheel flat against the rail result in large wheel/rail impact force and high-frequency vibration, leading to severe damage on the wheelset, rail and track structure. This study aims to analyze characteristics and dynamic impact law of wheel and rail caused by wheel flat of high-speed trains.Design/methodology/approachA full-scale high-speed wheel/rail interface test rig was used for the test of the dynamic impact of wheel/rail caused by wheel flat of high-speed train. With wheel flats of different lengths, widths and depths manually set around the rolling circle of the wheel tread, and wheel/rail dynamic impact tests to the flats in the speed range of 0–400 km/h on the rig were conducted.FindingsAs the speed goes up, the flat induced the maximum of the wheel/rail dynamic impact force increases rapidly before it reaches its limit at the speed of around 35 km/h. It then goes down gradually as the speed continues to grow. The impact of flat wheel on rail leads to 100–500 Hz middle-frequency vibration, and around 2,000 Hz and 6,000 Hz high-frequency vibration. In case of any wheel flat found during operation, the train speed shall be controlled according to the status of the flat and avoid the running speed of 20 km/h–80 km/h as much as possible.Originality/valueThe research can provide a new method to obtain the dynamic impact of wheel/rail caused by wheel flat by a full-scale high-speed wheel/rail interface test rig. The relations among the flat size, the running speed and the dynamic impact are hopefully of reference to the building of speed limits for HSR wheel flat of different degrees.
目的在使用过程中,轮面与钢轨的周期性碰撞会产生较大的轮轨冲击力和高频振动,对轮对、钢轨和轨道结构造成严重破坏。本研究旨在分析高速列车车轮扁平对轮轨的冲击特性及动态冲击规律。设计/方法/方法采用全尺寸高速轮轨界面试验台,对高速列车车轮扁面对轮轨的动态冲击进行了试验研究。在车轮踏面滚动圈周围手动设置不同长度、宽度和深度的车轮踏面,在平台上进行了0 ~ 400 km/h速度范围内的轮轨动态冲击试验。结果表明:随着车速的增加,平面引起的轮轨动冲击力的最大值迅速增大,在车速35 km/h左右达到极限。然后随着速度的继续增长,它逐渐下降。扁轮对钢轨的冲击导致100-500 Hz的中频振动,以及2000 Hz和6000 Hz左右的高频振动。在运行过程中,如果发现车轮扁平,应根据扁平的情况控制列车速度,尽量避免运行速度在20公里/小时- 80公里/小时。独创性/价值本研究为利用全尺寸高速轮轨界面试验台获得车轮平面化引起的轮轨动态冲击提供了一种新方法。研究了扁面尺寸、运行速度和动态冲击之间的关系,为不同程度高铁车轮扁面限速的制定提供了参考。
{"title":"Experimental study of the wheel/rail impact caused by wheel flat within 400 km/h using full-scale roller rig","authors":"Chong-Seok Chang, Yuanwu Cai, Bo Chen, Qiuze Li, Pengfei Lin","doi":"10.1108/rs-04-2022-0018","DOIUrl":"https://doi.org/10.1108/rs-04-2022-0018","url":null,"abstract":"PurposeIn service, the periodic clashes of wheel flat against the rail result in large wheel/rail impact force and high-frequency vibration, leading to severe damage on the wheelset, rail and track structure. This study aims to analyze characteristics and dynamic impact law of wheel and rail caused by wheel flat of high-speed trains.Design/methodology/approachA full-scale high-speed wheel/rail interface test rig was used for the test of the dynamic impact of wheel/rail caused by wheel flat of high-speed train. With wheel flats of different lengths, widths and depths manually set around the rolling circle of the wheel tread, and wheel/rail dynamic impact tests to the flats in the speed range of 0–400 km/h on the rig were conducted.FindingsAs the speed goes up, the flat induced the maximum of the wheel/rail dynamic impact force increases rapidly before it reaches its limit at the speed of around 35 km/h. It then goes down gradually as the speed continues to grow. The impact of flat wheel on rail leads to 100–500 Hz middle-frequency vibration, and around 2,000 Hz and 6,000 Hz high-frequency vibration. In case of any wheel flat found during operation, the train speed shall be controlled according to the status of the flat and avoid the running speed of 20 km/h–80 km/h as much as possible.Originality/valueThe research can provide a new method to obtain the dynamic impact of wheel/rail caused by wheel flat by a full-scale high-speed wheel/rail interface test rig. The relations among the flat size, the running speed and the dynamic impact are hopefully of reference to the building of speed limits for HSR wheel flat of different degrees.","PeriodicalId":369838,"journal":{"name":"Railway Sciences","volume":"71 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-05-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132198791","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 rail wear of small radius curve in EMU depot 动车组车场小半径曲线钢轨磨损研究
Pub Date : 2022-05-17 DOI: 10.1108/rs-04-2022-0014
Hao Li, Jialin Sun, Guotang Zhao
PurposeWith the help of multi-body dynamics software UM, the paper uses Kik–Piotrowski model to simulate wheel-rail contact and Archard wear model for rail wear.Design/methodology/approachThe CRH5 vehicle-track coupling dynamics model is constructed for the wear study of rails of small radius curves, namely 200 and 350 m in Guangzhou East EMU Depot and those 250 and 300 m radius in Taiyuan South EMU Depot.FindingsResults show that the rail wear at the straight-circle point, the curve center point and the circle-straight point follows the order of center point > the circle-straight point > the straight-circle point. The wear on rail of small radius curves intensifies with the rise of running speed, and the wearing trend tends to fasten as the curve radius declines. The maximum rail wear of the inner rail can reach 2.29 mm, while that of the outer rail, 10.11 mm.Originality/valueWith the increase of the train passing number, the wear range tends to expand. The rail wear decreases with the increase of the curve radius. The dynamic response of vehicle increases with the increase of rail wear, among which the derailment coefficient is affected the most. When the number of passing vehicles reaches 1 million, the derailment coefficient exceeds the limit value, which poses a risk of derailment.
目的借助多体动力学软件UM,采用Kik-Piotrowski模型模拟轮轨接触,采用Archard磨损模型模拟钢轨磨损。设计/方法/方法建立CRH5车轨耦合动力学模型,对广州动车组东车辆段200和350 m、太原动车组南车辆段250和300 m半径小曲线轨道的磨损进行研究。结果表明:钢轨在直圆点、曲线中心点和圆直点处的磨损程度依次为中心点>圆直点>直圆点;小半径曲线钢轨的磨损随着运行速度的增加而加剧,随着曲线半径的减小,磨损趋势趋于平缓。内轨最大钢轨磨损可达2.29 mm,外轨最大钢轨磨损可达10.11 mm。独创性/价值随着列车通过次数的增加,磨损范围有扩大的趋势。钢轨磨损随曲线半径的增大而减小。随着钢轨磨损的增加,车辆的动力响应增大,其中受脱轨系数影响最大。当通过车辆数量达到100万辆时,脱轨系数超过极限值,存在脱轨风险。
{"title":"Research on rail wear of small radius curve in EMU depot","authors":"Hao Li, Jialin Sun, Guotang Zhao","doi":"10.1108/rs-04-2022-0014","DOIUrl":"https://doi.org/10.1108/rs-04-2022-0014","url":null,"abstract":"PurposeWith the help of multi-body dynamics software UM, the paper uses Kik–Piotrowski model to simulate wheel-rail contact and Archard wear model for rail wear.Design/methodology/approachThe CRH5 vehicle-track coupling dynamics model is constructed for the wear study of rails of small radius curves, namely 200 and 350 m in Guangzhou East EMU Depot and those 250 and 300 m radius in Taiyuan South EMU Depot.FindingsResults show that the rail wear at the straight-circle point, the curve center point and the circle-straight point follows the order of center point > the circle-straight point > the straight-circle point. The wear on rail of small radius curves intensifies with the rise of running speed, and the wearing trend tends to fasten as the curve radius declines. The maximum rail wear of the inner rail can reach 2.29 mm, while that of the outer rail, 10.11 mm.Originality/valueWith the increase of the train passing number, the wear range tends to expand. The rail wear decreases with the increase of the curve radius. The dynamic response of vehicle increases with the increase of rail wear, among which the derailment coefficient is affected the most. When the number of passing vehicles reaches 1 million, the derailment coefficient exceeds the limit value, which poses a risk of derailment.","PeriodicalId":369838,"journal":{"name":"Railway Sciences","volume":"44 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-05-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122498379","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
An improved fatigue life prediction model based on loading sequence 基于加载顺序的改进疲劳寿命预测模型
Pub Date : 2022-05-17 DOI: 10.1108/rs-04-2022-0015
Qiwen Xue, X. Du
PurposeIn view of the difficulty in determining the key parameters d in the Corten-Dolan model, based on the introduction of small loads, damage degrees and stress states to the Corten-Dolan model and the existing improved model, the sequential effects of the adjacent two-stage load were further considered.Design/methodology/approachTwo improved Corten-Dolan models were established on the basis of modifying the parameter d by two different methods, namely, increasing stress ratio coefficient as well as considering the effects of loading sequence and damage degree as independent influencing factors respectively. According to the test data of the welded joints of common materials (standard 45 steel), alloy materials (standard 16Mn steel) and Q235B steel, the validity and feasibility of the above two improved models for fatigue life prediction were verified.FindingsResults show that, compared with the traditional Miner model and the existing Corten-Dolan improved model, the two improved models have higher prediction accuracy in the fatigue life prediction of welding materials whether under two-stage load or multi-stage load.Originality/valueBecause the mathematical expressions of the models are relatively simple and need no multi-layer iterative calculation, it is convenient to predict the fatigue life of welded structure in practical engineering.
目的针对Corten-Dolan模型中关键参数d难以确定的问题,在将小载荷、损伤程度和应力状态引入Corten-Dolan模型及现有改进模型的基础上,进一步考虑相邻两级载荷的序贯效应。设计/方法/途径采用增大应力比系数两种不同的方法修改参数d,并分别考虑加载顺序和损伤程度作为独立的影响因素,建立了两种改进的Corten-Dolan模型。根据普通材料(标准45钢)、合金材料(标准16Mn钢)和Q235B钢焊接接头的试验数据,验证了上述两种改进模型用于疲劳寿命预测的有效性和可行性。结果表明,与传统Miner模型和现有的Corten-Dolan改进模型相比,两种改进模型在两段载荷和多段载荷下对焊接材料疲劳寿命的预测精度更高。由于模型的数学表达式相对简单,不需要多层迭代计算,便于在实际工程中对焊接结构的疲劳寿命进行预测。
{"title":"An improved fatigue life prediction model based on loading sequence","authors":"Qiwen Xue, X. Du","doi":"10.1108/rs-04-2022-0015","DOIUrl":"https://doi.org/10.1108/rs-04-2022-0015","url":null,"abstract":"PurposeIn view of the difficulty in determining the key parameters d in the Corten-Dolan model, based on the introduction of small loads, damage degrees and stress states to the Corten-Dolan model and the existing improved model, the sequential effects of the adjacent two-stage load were further considered.Design/methodology/approachTwo improved Corten-Dolan models were established on the basis of modifying the parameter d by two different methods, namely, increasing stress ratio coefficient as well as considering the effects of loading sequence and damage degree as independent influencing factors respectively. According to the test data of the welded joints of common materials (standard 45 steel), alloy materials (standard 16Mn steel) and Q235B steel, the validity and feasibility of the above two improved models for fatigue life prediction were verified.FindingsResults show that, compared with the traditional Miner model and the existing Corten-Dolan improved model, the two improved models have higher prediction accuracy in the fatigue life prediction of welding materials whether under two-stage load or multi-stage load.Originality/valueBecause the mathematical expressions of the models are relatively simple and need no multi-layer iterative calculation, it is convenient to predict the fatigue life of welded structure in practical engineering.","PeriodicalId":369838,"journal":{"name":"Railway Sciences","volume":"143 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-05-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114760949","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: 4
Scheme of long distance power supply for electrified railway traction network based on traction cable 基于牵引电缆的电气化铁路牵引网络远距离供电方案
Pub Date : 2022-05-11 DOI: 10.1108/rs-04-2022-0011
Hongya Wang, Qunzhan Li, Wei Liu, Chuang Wang, Tongtong Liu
PurposeThe traction cable is paralleled with the existing traction network of electrified railway through transverse connecting line to form the scheme of long distance power supply for the traction network. This paper aims to study the scheme composition and power supply distance (PSD) of the scheme.Design/methodology/approachBased on the structure of parallel traction network (referred to as “cable traction network (CTN)”), the power supply modes (PSMs) are divided into cable + direct PSM and cable + autotransformer (AT) PSM (including Japanese mode, French mode and new mode). Taking cable + Japanese AT PSM as an example, the scheme of long distance power supply for CTN under the PSMs of co-phase and out-of-phase power supply are designed. On the basis of establishing the equivalent circuit model and the chain circuit model of CTN, taking the train working voltage as the constraint condition, and based on the power flow calculation of multiple train loads, the calculation formula and process for determining the PSD of CTN are given. The impedance and PSD of CTN under the cable + AT PSM are simulated and analyzed, and a certain line is taken as an example to compare the scheme design.FindingsResults show that the equivalent impedance of CTN under the cable + AT PSM is smaller, and the PSD is about 2.5 times of that under the AT PSM, which can effectively increase the PSD and the flexibility of external power supply location.Originality/valueThe research content can effectively improve the PSD of traction power supply system and has important reference value for the engineering application of the scheme.
目的将牵引电缆通过横向连接线与现有电气化铁路牵引网络并联,形成牵引网络的远距离供电方案。本文旨在研究该方案的方案组成和供电距离(PSD)。基于并联牵引网络(简称“电缆牵引网络(CTN)”)的结构,供电方式(PSM)分为电缆+直接PSM和电缆+自变(AT) PSM(包括日本模式、法国模式和新模式)。以电缆+日本AT PSM为例,设计了CTN在同相和异相两种PSM供电方式下的远程供电方案。在建立CTN等效电路模型和链式电路模型的基础上,以列车工作电压为约束条件,基于列车多负荷的潮流计算,给出了确定CTN PSD的计算公式和过程。对电缆+ AT PSM下CTN的阻抗和PSD进行了仿真分析,并以某线路为例对方案设计进行了比较。结果表明,电缆+ AT PSM下CTN的等效阻抗较小,PSD约为AT PSM下的2.5倍,可有效提高PSD和外置电源位置的灵活性。研究内容可以有效提高牵引供电系统的PSD,对方案的工程应用具有重要的参考价值。
{"title":"Scheme of long distance power supply for electrified railway traction network based on traction cable","authors":"Hongya Wang, Qunzhan Li, Wei Liu, Chuang Wang, Tongtong Liu","doi":"10.1108/rs-04-2022-0011","DOIUrl":"https://doi.org/10.1108/rs-04-2022-0011","url":null,"abstract":"PurposeThe traction cable is paralleled with the existing traction network of electrified railway through transverse connecting line to form the scheme of long distance power supply for the traction network. This paper aims to study the scheme composition and power supply distance (PSD) of the scheme.Design/methodology/approachBased on the structure of parallel traction network (referred to as “cable traction network (CTN)”), the power supply modes (PSMs) are divided into cable + direct PSM and cable + autotransformer (AT) PSM (including Japanese mode, French mode and new mode). Taking cable + Japanese AT PSM as an example, the scheme of long distance power supply for CTN under the PSMs of co-phase and out-of-phase power supply are designed. On the basis of establishing the equivalent circuit model and the chain circuit model of CTN, taking the train working voltage as the constraint condition, and based on the power flow calculation of multiple train loads, the calculation formula and process for determining the PSD of CTN are given. The impedance and PSD of CTN under the cable + AT PSM are simulated and analyzed, and a certain line is taken as an example to compare the scheme design.FindingsResults show that the equivalent impedance of CTN under the cable + AT PSM is smaller, and the PSD is about 2.5 times of that under the AT PSM, which can effectively increase the PSD and the flexibility of external power supply location.Originality/valueThe research content can effectively improve the PSD of traction power supply system and has important reference value for the engineering application of the scheme.","PeriodicalId":369838,"journal":{"name":"Railway Sciences","volume":"4 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-05-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121482780","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: 3
Continuous prediction method of earthquake early warning magnitude for high-speed railway based on support vector machine 基于支持向量机的高速铁路地震预警震级连续预测方法
Pub Date : 2022-05-10 DOI: 10.1108/rs-04-2022-0002
Jindong Song, Jingbao Zhu, Shanyou Li
PurposeUsing the strong motion data of K-net in Japan, the continuous magnitude prediction method based on support vector machine (SVM) was studied.Design/methodology/approachIn the range of 0.5–10.0 s after the P-wave arrival, the prediction time window was established at an interval of 0.5 s. 12 P-wave characteristic parameters were selected as the model input parameters to construct the earthquake early warning (EEW) magnitude prediction model (SVM-HRM) for high-speed railway based on SVM.FindingsThe magnitude prediction results of the SVM-HRM model were compared with the traditional magnitude prediction model and the high-speed railway EEW current norm. Results show that at the 3.0 s time window, the magnitude prediction error of the SVM-HRM model is obviously smaller than that of the traditional τc method and Pd method. The overestimation of small earthquakes is obviously improved, and the construction of the model is not affected by epicenter distance, so it has generalization performance. For earthquake events with the magnitude range of 3–5, the single station realization rate of the SVM-HRM model reaches 95% at 0.5 s after the arrival of P-wave, which is better than the first alarm realization rate norm required by “The Test Method of EEW and Monitoring System for High-Speed Railway.” For earthquake events with magnitudes ranging from 3 to 5, 5 to 7 and 7 to 8, the single station realization rate of the SVM-HRM model is at 0.5 s, 1.5 s and 0.5 s after the P-wave arrival, respectively, which is better than the realization rate norm of multiple stations.Originality/valueAt the latest, 1.5 s after the P-wave arrival, the SVM-HRM model can issue the first earthquake alarm that meets the norm of magnitude prediction realization rate, which meets the accuracy and continuity requirements of high-speed railway EEW magnitude prediction.
目的利用日本K-net强震数据,研究基于支持向量机(SVM)的连续震级预测方法。设计/方法/方法在纵波到达后0.5 ~ 10.0 s范围内,以0.5 s为间隔建立预测时间窗,选取12个纵波特征参数作为模型输入参数,构建基于支持向量机的高速铁路地震预警(EEW)震级预测模型(SVM- hrm)。结果将SVM-HRM模型的震级预测结果与传统震级预测模型和高速铁路EEW电流范数进行了比较。结果表明,在3.0 s时间窗下,SVM-HRM模型的震级预测误差明显小于传统的τc法和Pd法。该模型对小震的过估计有明显改善,且模型的构建不受震中距离的影响,具有较好的泛化性能。对于3-5级地震事件,SVM-HRM模型在p波到达后0.5 s的单站检出率达到95%,优于《高速铁路EEW与监测系统试验方法》要求的第一次报警检出率标准。对于3 ~ 5级、5 ~ 7级和7 ~ 8级地震事件,SVM-HRM模型的单站变化率分别在p波到达后0.5 s、1.5 s和0.5 s,优于多站变化率常模。最迟在p波到达后1.5 s, SVM-HRM模型能够发出第一次符合震级预测实现率规范的地震报警,满足高速铁路震级预测的准确性和连续性要求。
{"title":"Continuous prediction method of earthquake early warning magnitude for high-speed railway based on support vector machine","authors":"Jindong Song, Jingbao Zhu, Shanyou Li","doi":"10.1108/rs-04-2022-0002","DOIUrl":"https://doi.org/10.1108/rs-04-2022-0002","url":null,"abstract":"PurposeUsing the strong motion data of K-net in Japan, the continuous magnitude prediction method based on support vector machine (SVM) was studied.Design/methodology/approachIn the range of 0.5–10.0 s after the P-wave arrival, the prediction time window was established at an interval of 0.5 s. 12 P-wave characteristic parameters were selected as the model input parameters to construct the earthquake early warning (EEW) magnitude prediction model (SVM-HRM) for high-speed railway based on SVM.FindingsThe magnitude prediction results of the SVM-HRM model were compared with the traditional magnitude prediction model and the high-speed railway EEW current norm. Results show that at the 3.0 s time window, the magnitude prediction error of the SVM-HRM model is obviously smaller than that of the traditional τc method and Pd method. The overestimation of small earthquakes is obviously improved, and the construction of the model is not affected by epicenter distance, so it has generalization performance. For earthquake events with the magnitude range of 3–5, the single station realization rate of the SVM-HRM model reaches 95% at 0.5 s after the arrival of P-wave, which is better than the first alarm realization rate norm required by “The Test Method of EEW and Monitoring System for High-Speed Railway.” For earthquake events with magnitudes ranging from 3 to 5, 5 to 7 and 7 to 8, the single station realization rate of the SVM-HRM model is at 0.5 s, 1.5 s and 0.5 s after the P-wave arrival, respectively, which is better than the realization rate norm of multiple stations.Originality/valueAt the latest, 1.5 s after the P-wave arrival, the SVM-HRM model can issue the first earthquake alarm that meets the norm of magnitude prediction realization rate, which meets the accuracy and continuity requirements of high-speed railway EEW magnitude prediction.","PeriodicalId":369838,"journal":{"name":"Railway Sciences","volume":"8 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-05-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127745817","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
期刊
Railway Sciences
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