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Smoke movement in a tunnel of a running metro train on fire 被引量:4
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作者 周丹 田红旗 +1 位作者 郑晋丽 颜鑫 《Journal of Central South University》 SCIE EI CAS CSCD 2015年第1期208-213,共6页
Research on the distribution of smoke in tunnels is significant for the fire emergency rescue after an operating metro train catches fire. A dynamic grid technique was adopted to research the law of smoke flow diffusi... Research on the distribution of smoke in tunnels is significant for the fire emergency rescue after an operating metro train catches fire. A dynamic grid technique was adopted to research the law of smoke flow diffusion inside the tunnel when the bottom of a metro train was on fire and to compare the effect of longitudinal ventilation modes on the smoke motion when the burning train stopped. Research results show that the slipstream curves around the train obtained by numerical simulation are consistent with experimental data. When the train decelerates, the smoke flow first extends to the tail of the train. With the decrease of the train's speed, the smoke flow diffuses to the head of the train. After the train stops, the slipstream around the train formed in the process of train operation plays a leading role in the smoke diffusion in the tunnel. The smoke flow quickly diffuses to the domain in front of the train. After forward mechanical ventilation is provided, the smoke flow inside the tunnel continues to diffuse downstream. When reverse mechanical ventilation operates, the smoke in front of the train flows back rapidly and diffuses to the rear of the train. 展开更多
关键词 subway tunnel train catching fire moving fire source smoke movement ventilation control
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A satellite observation data considered train positioning optimization method with RTK
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作者 YUCHI Zhen-xin LI Wei +3 位作者 GAO Shi-juan CHEN Chun-yang HUANG Su-su JIANG Ji-xiong 《Journal of Central South University》 2025年第4期1548-1568,共21页
In this paper,a novel train positioning method considering satellite raw observation data was proposed,which aims to promote train positioning performance from an innovative perspective of the train satellite-based po... In this paper,a novel train positioning method considering satellite raw observation data was proposed,which aims to promote train positioning performance from an innovative perspective of the train satellite-based positioning error sources.The method focused on overcoming the abnormal observations in satellite observation data caused by railway environment rather than the positioning results.Specifically,the relative positioning experimental platform was built and the zero-baseline method was firstly employed to evaluate the carrier phase data quality,and then,GNSS combined observation models were adopted to construct the detection values,which were applied to judge abnormal-data through the dual-frequency observations.Further,ambiguity fixing optimization was investigated based on observation data selection in partly-blocked environments.The results show that the proposed method can effectively detect and address abnormal observations and improve positioning stability.Cycle slips and gross errors can be detected and identified based on dual-frequency global navigation satellite system data.After adopting the data selection strategy,the ambiguity fixing percentage was improved by 29.2%,and the standard deviation in the East,North,and Up components was enhanced by 12.7%,7.4%,and 12.5%,respectively.The proposed method can provide references for train positioning performance optimization in railway environments from the perspective of positioning error sources. 展开更多
关键词 train operation control system train positioning satellite positioning abnormal-data detection real-time kinematic positioning
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Flow field characteristics in high-speed train cabin:Negative effect of non-vertical air supply
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作者 WU Song-bo LI Tian ZHANG Ji-ye 《Journal of Central South University》 2025年第8期3173-3186,共14页
Ventilation systems are critical for improving the cabin environment in high-speed trains,and their interest has increased significantly.However,whether air supply non-verticality deteriorates the cabin air environmen... Ventilation systems are critical for improving the cabin environment in high-speed trains,and their interest has increased significantly.However,whether air supply non-verticality deteriorates the cabin air environment,and the flow mechanism behind it and the degree of deterioration are not known.This study first analyzes the interaction between deflection angle and cabin flow field characteristics and ventilation performance.The results revealed that the interior temperature and pollutant concentration decreased slightly with increasing deflection angle,but resulted in significant deterioration of thermal comfort and air quality.This is evidenced by an increase in both draught rate and non-uniformity coefficient,an increase in the number of measurement points that do not satisfy the micro-wind speed and temperature difference requirements by about 5% and 15%,respectively,and an increase in longitudinal penetration of pollutants by a factor of about 5 and the appearance of locking regions at the ends of cabin.The results also show that changing the deflection pattern only affects the region of deterioration and does not essentially improve this deterioration.This study can provide reference and help for the ventilation design of high-speed trains. 展开更多
关键词 high-speed trains non-vertical air supply ventilation CFD simulation
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Effects of lateral translation on aerodynamic characteristics of superconducting maglev trains
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作者 ZHANG Lei PAN Shen-gong +5 位作者 LIN Tong-tong YU Qing-song WANG Tian-tian YANG Ming-zhi LIU Dong-run XU Shu 《Journal of Central South University》 2025年第8期3150-3172,共23页
Irregularities in the track and uneven forces acting on the train can cause shifts in the position of the superconducting magnetic levitation train relative to the track during operation.These shifts lead to asymmetri... Irregularities in the track and uneven forces acting on the train can cause shifts in the position of the superconducting magnetic levitation train relative to the track during operation.These shifts lead to asymmetries in the flow field structure on both sides of the narrow suspension gap,resulting in instability and deterioration of the train’s aerodynamic characteristics,significantly impacting its operational safety.In this study,we firstly validate the aerodynamic characteristics of the superconducting magnetic levitation system by developing a numerical simulation method based on wind tunnel test results.We then investigate the influence of lateral translation parameters on the train’s aerodynamic performance under conditions both with and without crosswinds.We aim to clarify the evolution mechanism of the flow field characteristics under the coupling effect between the train and the U-shaped track and to identify the most unfavorable operational parameters contributing to the deterioration of the train’s aerodynamic properties.The findings show that,without crosswinds,a lateral translation of 30 mm causes a synchronous resonance phenomenon at the side and bottom gaps of the train-track coupling,leading to the worst aerodynamic performance.Under crosswind conditions,a lateral translation of 40 mm maximizes peak pressure fluctuations and average turbulent kinetic energy around the train,resulting in the poorest aerodynamic performance.This research provides theoretical support for enhancing the operational stability of superconducting magnetic levitation trains. 展开更多
关键词 superconducting magnetic trains lateral translation aerodynamic characteristics crosswind operation flow coupling
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基于Tri-training的半监督SVM 被引量:15
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作者 李昆仑 张伟 代运娜 《计算机工程与应用》 CSCD 北大核心 2009年第22期103-106,共4页
当前机器学习面临的主要问题之一是如何有效地处理海量数据,而标记训练数据是十分有限且不易获得的。提出了一种新的半监督SVM算法,该算法在对SVM训练中,只要求少量的标记数据,并能利用大量的未标记数据对分类器反复的修正。在实验中发... 当前机器学习面临的主要问题之一是如何有效地处理海量数据,而标记训练数据是十分有限且不易获得的。提出了一种新的半监督SVM算法,该算法在对SVM训练中,只要求少量的标记数据,并能利用大量的未标记数据对分类器反复的修正。在实验中发现,Tri-training的应用确实能够提高SVM算法的分类精度,并且通过增大分类器间的差异性能够获得更好的分类效果,所以Tri-training对分类器的要求十分宽松,通过SVM的不同核函数来体现分类器之间的差异性,进一步改善了协同训练的性能。理论分析与实验表明,该算法具有较好的学习效果。 展开更多
关键词 半监督学习 协同训练 Tri—training 支持向量机 最小二乘支持向量机
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一种结合独立性模型与差异评估的Co-Training改进方案 被引量:7
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作者 唐焕玲 林正奎 +1 位作者 鲁明羽 邬俊 《计算机研究与发展》 EI CSCD 北大核心 2008年第11期1874-1881,共8页
Co-Training算法要求两个特征视图满足一致性和独立性,但是,许多应用中不存在自然划分且满足这种假设的两个视图.为此,提出利用互信息(MI)或者CHI统计量评估特征之间的相互独立性,建立特征相互独立性模型(MID-Model).基于该模型,提出了... Co-Training算法要求两个特征视图满足一致性和独立性,但是,许多应用中不存在自然划分且满足这种假设的两个视图.为此,提出利用互信息(MI)或者CHI统计量评估特征之间的相互独立性,建立特征相互独立性模型(MID-Model).基于该模型,提出了新的特征子集划分方法PMID-MI与PMID-CHI算法,能有效地将一个特征集合划分成两个独立性较强的子集.并且利用多种差异评估法,进一步验证两个子集的独立性.基分类器之间的差异性能够减少两个基分类器给同一个未标注文本都标注错误的可能性.最后,提出了对Co-Training的改进算法SC-PMID.实验结果表明SC-PMID算法能够明显提高半监督分类精度. 展开更多
关键词 半监督分类 Co—training 标注文本 未标注文本 相互独立性模型 差异性评估
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基于Tri-training的主动学习算法 被引量:3
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作者 张雁 吴保国 +1 位作者 吕丹桔 林英 《计算机工程》 CAS CSCD 2014年第6期215-218,229,共5页
半监督学习和主动学习都是利用未标记数据,在少量标记数据代价下同时提高监督学习识别性能的有效方法。为此,结合主动学习方法与半监督学习的Tri-training算法,提出一种新的分类算法,通过熵优先采样算法选择主动学习的样本。针对UCI数... 半监督学习和主动学习都是利用未标记数据,在少量标记数据代价下同时提高监督学习识别性能的有效方法。为此,结合主动学习方法与半监督学习的Tri-training算法,提出一种新的分类算法,通过熵优先采样算法选择主动学习的样本。针对UCI数据集和遥感数据,在不同标记训练样本比例下进行实验,结果表明,该算法在标记样本数较少的情况下能取得较好的效果。将主动学习与Tri-training算法相结合,是提高分类性能和泛化性的有效途径。 展开更多
关键词 半监督学习 主动学习 Tri—training算法 熵优先采样 Tri-EPS算法
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基于Tri-training半监督学习的中文组织机构名识别 被引量:4
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作者 蔡月红 朱倩 程显毅 《计算机应用研究》 CSCD 北大核心 2010年第1期193-195,共3页
针对中文组织机构名识别中的标注语料匮乏问题,提出了一种基于协同训练机制的组织机构名识别方法。该算法利用Tri-training学习方式将基于条件随机场的分类器、基于支持向量机的分类器和基于记忆学习方法的分类器组合成一个分类体系,并... 针对中文组织机构名识别中的标注语料匮乏问题,提出了一种基于协同训练机制的组织机构名识别方法。该算法利用Tri-training学习方式将基于条件随机场的分类器、基于支持向量机的分类器和基于记忆学习方法的分类器组合成一个分类体系,并依据最优效用选择策略进行新加入样本的选择。在大规模真实语料上与co-training方法进行了比较实验,实验结果表明,此方法能有效利用大量未标注语料提高算法的泛化能力。 展开更多
关键词 中文组织机构名 半监督学习 协同训练 Tri—training
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Co-Training——内容和链接的Web Spam检测方法 被引量:4
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作者 魏小娟 李翠平 陈红 《计算机科学与探索》 CSCD 2010年第10期899-908,共10页
Web spam是指通过内容作弊和网页间链接作弊来欺骗搜索引擎,从而提升自身搜索排名的作弊网页,它干扰了搜索结果的准确性和相关性。提出基于Co-Training模型的Web spam检测方法,使用了网页的两组相互独立的特征——基于内容的统计特征和... Web spam是指通过内容作弊和网页间链接作弊来欺骗搜索引擎,从而提升自身搜索排名的作弊网页,它干扰了搜索结果的准确性和相关性。提出基于Co-Training模型的Web spam检测方法,使用了网页的两组相互独立的特征——基于内容的统计特征和基于网络图的链接特征,分别建立两个独立的基本分类器;使用Co-Training半监督式学习算法,借助大量未标记数据来改善分类器质量。在WEB SPAM-UK2007数据集上的实验证明:算法改善了SVM分类器的效果。 展开更多
关键词 WEB spam检测方法 内容作弊 链接作弊 Co—training算法
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基于Co-training方法的车辆鲁棒检测算法 被引量:1
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作者 陈阳舟 刘星 +1 位作者 辛乐 杨德亮 《北京工业大学学报》 CAS CSCD 北大核心 2013年第3期394-401,共8页
针对复杂交通场景车辆检测算法自适应能力差的问题,提出了基于Co-training半监督学习方法的车辆鲁棒检测算法.首先,针对手工标记的少量样本,分别训练基于Haar-like特征的AdaBoost分类器和基于HOG(histograms of oriented gradients)特征... 针对复杂交通场景车辆检测算法自适应能力差的问题,提出了基于Co-training半监督学习方法的车辆鲁棒检测算法.首先,针对手工标记的少量样本,分别训练基于Haar-like特征的AdaBoost分类器和基于HOG(histograms of oriented gradients)特征的SVM(support vector machines)分类器,使其具有一定的识别能力;然后,基于Co-training半监督学习框架,将利用2种算法进行分类得到的新样本分别加入到对方的样本库中,增加训练样本数量,再次进行分类器的训练.由于这2类特征具有冗余性,各自检测出的正负样本包含对方漏检和误检的图像.由于样本数的增加,再次训练所得到的新分类器的鲁棒性得到了很大提高,能更加准确地检测出车辆,而且由算法对未标记样本进行分类标记,不再需要人为标记,提高了车辆检测算法的自适应能力. 展开更多
关键词 车辆检测 Co—training Haar—like特征 ADABOOST分类器 HOG特征 SVM分类器
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基于贝叶斯原理的多维Spike Train分类预测模型 被引量:1
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作者 樊一娜 郎波 危辉 《电子与信息学报》 EI CSCD 北大核心 2013年第7期1619-1623,共5页
神经元集群编码和spike train分析是神经信息处理的关键问题。该文介绍了一种利用高阶多维泊松模型对spike train进行分类预测的方法,并从spike的强度分布、匹配准确性和集成策略上进行了数学论证。最后利用该方法在大鼠U迷宫实验中选... 神经元集群编码和spike train分析是神经信息处理的关键问题。该文介绍了一种利用高阶多维泊松模型对spike train进行分类预测的方法,并从spike的强度分布、匹配准确性和集成策略上进行了数学论证。最后利用该方法在大鼠U迷宫实验中选取20组作为训练集进行分类测试,实验结果表明,利用该方法得到的分类准确率在97%左右。 展开更多
关键词 信息处理 多维spike train 高阶多维泊松模型 贝叶斯原理 预测分类模型
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基于Co-training的图像自动标注
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作者 柯逍 李绍滋 陈国龙 《厦门大学学报(自然科学版)》 CAS CSCD 北大核心 2013年第4期486-492,共7页
图像自动标注是图像理解与模式识别等领域中具有挑战性的关键研究问题.目前图像自动标注领域存在着一些问题,如未标注数据规模要远大于标注数据规模,只能单独使用某种图像分割策略与某类图像表示方法.针对上述问题,提出了基于Co-trainin... 图像自动标注是图像理解与模式识别等领域中具有挑战性的关键研究问题.目前图像自动标注领域存在着一些问题,如未标注数据规模要远大于标注数据规模,只能单独使用某种图像分割策略与某类图像表示方法.针对上述问题,提出了基于Co-training的图像自动标注方法,通过构建4个独立的特征属性进而建立4个子分类器,将不同的图像分割方法与特征表示方法整合到一个统一框架中,利用提出的基于投票与一致性相结合的自适应算法扩展原始训练集.该方法通过使用Co-training算法,利用大量未标注数据来提升图像自动标注的性能.通过在Corel 5K数据库上进行实验,验证了提出方法的有效性. 展开更多
关键词 图像自动标注 Co—training算法 统一框架 相关模型
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基于辅助学习与富信息策略的Tri-training算法
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作者 崔龙杰 王红丽 崔荣一 《计算机应用研究》 CSCD 北大核心 2014年第9期2685-2687,共3页
针对Tri-training算法利用无标记样例时会引入噪声且限制无标记样例的利用率而导致分类性能下降的缺点,提出了AR-Tri-training(Tri-training with assistant and rich strategy)算法。提出辅助学习策略,结合富信息策略设计辅助学习器,... 针对Tri-training算法利用无标记样例时会引入噪声且限制无标记样例的利用率而导致分类性能下降的缺点,提出了AR-Tri-training(Tri-training with assistant and rich strategy)算法。提出辅助学习策略,结合富信息策略设计辅助学习器,并将辅助学习器应用在Tri-training训练以及说话声识别中。实验结果表明,辅助学习器在Tri-training训练的基础上不仅降低每次迭代可能产生的误标记样例数,而且能够充分地利用无标记样例以及在验证集上的错分样例信息。从实验结果可以得出,该算法能够弥补Tri-training算法的缺点,进一步提高测试率。 展开更多
关键词 半监督学习 富信息策略 辅助学习策略 Tri—training 说话声识别
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Formation mechanism of aerodynamic drag of high-speed train and some reduction measures 被引量:29
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作者 田红旗 《Journal of Central South University》 SCIE EI CAS 2009年第1期166-171,共6页
Aerodynamic drag is proportional to the square of speed. With the increase of the speed of train, aerodynamic drag plays an important role for high-speed train. Thus, the reduction of aerodynamic drag and energy consu... Aerodynamic drag is proportional to the square of speed. With the increase of the speed of train, aerodynamic drag plays an important role for high-speed train. Thus, the reduction of aerodynamic drag and energy consumption of high-speed train is one of the essential issues for the development of the desirable train system. Aerodynamic drag on the traveling train is divided into pressure drag and friction one. Pressure drag of train is the force caused by the pressure distribution on the train along the reverse running direction. Friction drag of train is the sum of shear stress, which is the reverse direction of train running direction. In order to reduce the aerodynamic drag, adopting streamline shape of train is the most effective measure. The velocity of the train is related to its length and shape. The outer wind shields can reduce train's air drag by about 15%. At the same time, the train with bottom cover can reduce the air drag by about 50%, compared with the train without bottom plate or skirt structure. 展开更多
关键词 aerodynamics of train high speed train aerodynamic drag drag reduction
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Experimental study on aerodynamic characteristics of a high-speed train on viaducts in turbulent crosswinds 被引量:18
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作者 HE Xu-hui ZUO Tai-hui +2 位作者 ZOU Yun-feng YAN Lei TANG Lin-bo 《Journal of Central South University》 SCIE EI CAS CSCD 2020年第8期2465-2478,共14页
In this study, experiments were carried out to investigate aerodynamic characteristics of a high-speed train on viaducts in turbulent crosswinds using a 1:25 scaled sectional model wind-tunnel testing. Pressure measur... In this study, experiments were carried out to investigate aerodynamic characteristics of a high-speed train on viaducts in turbulent crosswinds using a 1:25 scaled sectional model wind-tunnel testing. Pressure measurements of two typical sections, one train-head section and one train-body section, at the windward and leeward tracks were conducted under the smooth and turbulence flows with wind attack angles between-6° and 6°, and the corresponding aerodynamic force coefficients were also calculated using the integral method. The experimental results indicate that the track position affects the mean aerodynamic characteristics of the vehicle, especially for the train-body section. The fluctuating pressure coefficients at the leeward track are more significantly affected by the bridge interference compared to those at the windward track. The effect of turbulence on the train-head section is less than that on the train-body section. Additionally, the mean aerodynamic force coefficients are almost negatively correlated to wind attack angles, which is more prominent for vehicles at the leeward track. Moreover, the lateral force plays a critical role in determining the corresponding overturning moment, especially on the train-body section. 展开更多
关键词 high-speed train viaducts aerodynamic characteristics turbulent crosswinds wind attack angle train section shape track position pressure measurement
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Numerical investigation of influence of pantograph parameters and train length on aerodynamic drag of high-speed train 被引量:13
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作者 SUN Zhi-kun WANG Tian-tian WU Fan 《Journal of Central South University》 SCIE EI CAS CSCD 2020年第4期1334-1350,共17页
This study investigates the influence of different pantograph parameters and train length on the aerodynamic drag of high-speed train by the delayed detached eddy simulation(DDES) method. The train geometry considered... This study investigates the influence of different pantograph parameters and train length on the aerodynamic drag of high-speed train by the delayed detached eddy simulation(DDES) method. The train geometry considered is the high-speed train with pantographs, and the different versions have 3, 5, 8, 10, 12, 16 and 17 cars. The numerical results are verified by the wind tunnel test with 3.6% difference. The influences of the number of cars and the position, quantity and configuration of pantographs on flow field around high-speed train and wake vortices are analyzed. The aerodynamic drag of middle cars gradually decreases along the flow direction. The aerodynamic drag of pantographs decreases with its backward shift, and that of the first pantograph decreases significantly. As the number of pantographs increases, its effect on the aerodynamic drag decrease of rear cars is more significant. The engineering application equation for the aerodynamic drag of high-speed train with pantographs is proposed. For the 10-car and 17-car train, the differences of total aerodynamic drag between the equation and the simulation results are 1.2% and 0.4%, respectively. The equation generalized in this study could well guide the design phase of high-speed train. 展开更多
关键词 high-speed train PANTOGRAPH train length aerodynamic drag
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Effect of simplifying bogie regions on aerodynamic performance of high-speed train 被引量:17
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作者 ZHANG Jie ADAMU Abdulmalik +2 位作者 SU Xin-chao GUO Zhan-hao GAO Guang-jun 《Journal of Central South University》 SCIE EI CAS CSCD 2022年第5期1717-1734,共18页
An investigation of the effect of simplifying bogie regions on the aerodynamic performance of a high-speed train was carried out by studying four train models,to explore possible ways to optimise the train underbody s... An investigation of the effect of simplifying bogie regions on the aerodynamic performance of a high-speed train was carried out by studying four train models,to explore possible ways to optimise the train underbody structure,improve the underbody aerodynamic performance,and reduce the aerodynamic drag.The shear stress transport(SST)k-ωturbulence model was used to study the airflow features of the high-speed train with different bogie regions at Re=2.25×10^(6).The calculated aerodynamic drag and surface pressure were compared with the experimental benchmark of wind tunnel tests.The results show that the SST k-ωmodel presents high accuracy in predicting the flow fields around the train,and the numerical results closely agree with the experimental data.Compared with the train with simplified bogies,the aerodynamic drag of the train with a smooth surface and the train with enclosed bogie cavities/inter-carriage gaps decreases by 38.2%and 30.3%,respectively,while it increases by 10.8%for the train with cavities but no bogies.Thus,enclosing bogie cavities shows a good capability of aerodynamic drag reduction for a new generation of highspeed trains. 展开更多
关键词 high-speed train aerodynamic drag RANS method BOGIE bogie cavity
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Running safety and seismic optimization of a fault-crossing simply-supported girder bridge for high-speed railways based on a train-track-bridge coupling system 被引量:10
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作者 JIANG Hui ZENG Cong +3 位作者 PENG Qiang LI Xin MAXin-yi SONG Guang-song 《Journal of Central South University》 SCIE EI CAS CSCD 2022年第8期2449-2466,共18页
Bridges crossing active faults are more likely to suffer serious damage or even collapse due to the wreck capabilities of near-fault pulses and surface ruptures under earthquakes.Taking a high-speed railway simply-sup... Bridges crossing active faults are more likely to suffer serious damage or even collapse due to the wreck capabilities of near-fault pulses and surface ruptures under earthquakes.Taking a high-speed railway simply-supported girder bridge with eight spans crossing an active strike-slip fault as the research object,a refined coupling dynamic model of the high-speed train-CRTS III slab ballastless track-bridge system was established based on ABAQUS.The rationality of the established model was thoroughly discussed.The horizontal ground motions in a fault rupture zone were simulated and transient dynamic analyses of the high-speed train-track-bridge coupling system under 3-dimensional seismic excitations were subsequently performed.The safe running speed limits of a high-speed train under different earthquake levels(frequent occurrence,design and rare occurrence)were assessed based on wheel-rail dynamic(lateral wheel-rail force,derailment coefficient and wheel-load reduction rate)and rail deformation(rail dislocation,parallel turning angle and turning angle)indicators.Parameter optimization was then investigated in terms of the rail fastener stiffness and isolation layer friction coefficient.Results of the wheel-rail dynamic indicators demonstrate the safe running speed limits for the high-speed train to be approximately 200 km/h and 80 km/h under frequent and design earthquakes,while the train is unable to run safely under rare earthquakes.In addition,the rail deformations under frequent,design and rare earthquakes meet the safe running requirements of the high-speed train for the speeds of 250,100 and 50 km/h,respectively.The speed limits determined for the wheel-rail dynamic indicators are lower due to the complex coupling effect of the train-track-bridge system under track irregularity.The running safety of the train was improved by increasing the fastener stiffness and isolation layer friction coefficient.At the rail fastener lateral stiffness of 60 kN/mm and isolation layer friction coefficients of 0.9 and 0.8,respectively,the safe running speed limits of the high-speed train increased to 250 km/h and 100 km/h under frequent and design earthquakes,respectively. 展开更多
关键词 high-speed train train-track-bridge interaction fault-crossing ground motion train operation safety speed limit track structure optimization
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Aerodynamic noise characteristics of high-speed train foremost bogie section 被引量:17
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作者 LIANG Xi-feng LIU Hui-fang +2 位作者 DONG Tian-yun YANG Zhi-gang TAN Xiao-ming 《Journal of Central South University》 SCIE EI CAS CSCD 2020年第6期1802-1813,共12页
This paper investigates the main scale analysis of the aerodynamic noise in the foremost bogie area by the large-eddy simulation(LES)and the Ffowcs Williams-Hawkings(FW-H)analogy.The mechanism of the aerodynamic noise... This paper investigates the main scale analysis of the aerodynamic noise in the foremost bogie area by the large-eddy simulation(LES)and the Ffowcs Williams-Hawkings(FW-H)analogy.The mechanism of the aerodynamic noise in this area has been excavated.The aerodynamic excitation results show that the bogie divides the bogie compartment into two cavities,each of which contains a large circulating flow and presents multi-peak characteristics in the frequency domain.The far-field noise results suggest that in the speed range of 200−350 km/h,the aerodynamic noise mechanism in the bogie area is the same.Cavity noise is the main noise mechanism in the foremost bogie area,and the bogie divides the bogie cabin into two cavities,thereby changing the aerodynamic noise in this area. 展开更多
关键词 large-eddy simulation high-speed train flow-field structure aerodynamic noise BOGIE
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Effect of landform on aerodynamic performance of high-speed trains in cutting under cross wind 被引量:18
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作者 刘堂红 张洁 《Journal of Central South University》 SCIE EI CAS 2013年第3期830-836,共7页
The effects of the different landforms of the cutting leeward on the aerodynamic performance of high-speed trains were analyzed based on the three-dimensional, steady, and incompressible Navier-Stokes equation and k-e... The effects of the different landforms of the cutting leeward on the aerodynamic performance of high-speed trains were analyzed based on the three-dimensional, steady, and incompressible Navier-Stokes equation and k-e double-equation turbulent model. Results show that aerodynamic forces increase with the cutting leeward slope decreasing. The maximum adding value of lateral force, lift force, and overturning moment are 147%, 44.3%, and 107%, respectively, when the slope varies from 0.67 to -0.67, and the changes in the cutting leeward landform have more effects on the aerodynamic performance when the train is running in the line No. 2 than in the line No. 1. The aerodynamic forces, except the resistance force, sharply increase with the slope depth decreasing. By comparing the circumstance of the cutting depth H=-8 m with that of H=8 m, the resistance force, lateral force, lift force, and overturning moment increase by 26.0%, 251%, 67.3% and 177%, respectively. With the wind angle increasing, the resistance force is nonmonotonic, whereas other forces continuously rise. Under three special landforms, the changes in the law of aerodynamic forces with the wind angle are almost similar to one another. 展开更多
关键词 high-speed train cross wind special landform aerodynamic performance
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