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Research on the influence of flexible wheelset rotation effect on wheel rail contact force 被引量:1
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作者 Lixia Sun Yuanwu Cai +2 位作者 Di Cheng Xiaoyi Hu Chunyang Zhou 《Railway Sciences》 2024年第3期367-387,共21页
Purpose-Under the high-speed operating conditions,the effects of wheelset elastic deformation on the wheel rail dynamic forces will become more notable compared to the low-speed condition.In order to meet different an... Purpose-Under the high-speed operating conditions,the effects of wheelset elastic deformation on the wheel rail dynamic forces will become more notable compared to the low-speed condition.In order to meet different analysis requirements and selecting appropriate models to analyzing the wheel rail interaction,it is crucial to understand the influence of wheelset flexibility on the wheel-rail dynamics under different speeds and track excitations condition.Design/methodology/approach-The wheel rail contact points solving method and vehicle dynamics equations considering wheelset flexibility in the trajectory body coordinate system were investigated in this paper.As for the wheel-rail contact forces,which is a particular force element in vehicle multibody system,a method for calculating the Jacobian matrix of the wheel-rail contact force is proposed to better couple the wheel-rail contact force calculation with the vehicle dynamics response calculation.Based on the flexible wheelset modeling approach in this paper,two vehicle dynamic models considering the wheelset as both elastic and rigid bodies are established,two kinds of track excitations,namely normal measured track irregularities and short-wave irregularities are used,wheel-rail geometric contact characteristic and wheel-rail contact forces in both time and frequency domains are compared with the two models in order to study the influence of flexible wheelset rotation effect on wheel rail contact force.Findings-Under normal track irregularity excitations,the amplitudes of vertical,longitudinal and lateral forces computed by the flexible wheelset model are smaller than those of the rigid wheelset model,and the virtual penetration and equivalent contact patch are also slightly smaller.For the flexible wheelset model,the wheel rail longitudinal and lateral creepages will also decrease.The higher the vehicle speed,the larger the differences in wheel-rail forces computed by the flexible and rigid wheelset model.Under track short-wave irregularity excitations,the vertical force amplitude computed by the flexible wheelset is also smaller than that of the rigid wheelset.However,unlike the excitation case of measured track irregularity,under short-wave excitations,for the speed within the range of 200 to 350 km/h,the difference in the amplitude of the vertical force between the flexible and rigid wheelset models gradually decreases as the speed increase.This is partly due to the contribution of wheelset's elastic vibration under short-wave excitations.For low-frequency wheel-rail force analysis problems at speeds of 350 km/h and above,as well as high-frequency wheel-rail interaction analysis problems under various speed conditions,the flexible wheelset model will give results agrees better with the reality.Originality/value-This study provides reference for the modeling method of the flexible wheelset and the coupling method of wheel-rail contact force to the vehicle multibody dynamics system.Furthermore,by comparative research,the influence of wheelset flexibility and rotation on wheel-rail dynamic behavior are obtained,which is useful to the application scope of rigid and flexible wheelset models. 展开更多
关键词 Flexible wheelset Contact points calculation Rotational effects Elastic modes Wheel-rail force Papertype Researchpaper
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Bifurcation and Stability Analysis of Time-Delayed Wheelset System under White Noise Excitation
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作者 WANG Xinyang ZHANG Jiangang 《Wuhan University Journal of Natural Sciences》 CAS CSCD 2024年第5期419-429,共11页
Considering the impact of time delay in the lateral stiffness of the primary suspension and stochastic disturbances of equivalent conicity on the wheelset system, a stochastic time-delayed wheelset system is establish... Considering the impact of time delay in the lateral stiffness of the primary suspension and stochastic disturbances of equivalent conicity on the wheelset system, a stochastic time-delayed wheelset system is established. The wheelset system is transformed into a onedimensional Ito stochastic differential equation using central manifold and stochastic averaging methods. The analysis of the system's stochastic stability is conducted through the maximum Lyapunov exponent and singular boundary theory. The combination of the stationary probability density method and numerical simulation is employed to discuss the types and conditions of stochastic P-bifurcation in the wheelset system. The results indicate that changes in speed and time delay induce stochastic P-bifurcations in the wheelset system, while changes in noise intensity do not lead to stochastic P-bifurcations. Both time delay and equivalent conicity affect the critical speed of the wheelset system, and the critical speed gradually increases with the decrease of time delay and equivalent conicity. 展开更多
关键词 wheelset system time delay central manifold stochastic stability stochastic bifurcation
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Influence of railway wheel tread damage on wheel-rail impact loads and the durability of wheelsets
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作者 Michele Maglio Tore Vernersson +2 位作者 Jens C.O.Nielsen Anders Ekberg Elena Kabo 《Railway Engineering Science》 EI 2024年第1期20-35,共16页
Dynamic wheel-rail contact forces induced by a severe form of wheel tread damage have been measured by a wheel impact load detector during full-scale field tests at different vehicle speeds.Based on laser scanning,the... Dynamic wheel-rail contact forces induced by a severe form of wheel tread damage have been measured by a wheel impact load detector during full-scale field tests at different vehicle speeds.Based on laser scanning,the measured three-dimensional damage geometry is employed in simulations of dynamic vehicle-track interaction to calibrate and verify a simulation model.The relation between the magnitude of the impact load and various operational parameters,such as vehicle speed,lateral position of wheel-rail contact,track stiffness and position of impact within a sleeper bay,is investigated.The calibrated model is later employed in simulations featuring other forms of tread damage;their effects on impact load and subsequent fatigue impact on bearings,wheel webs and subsurface initiated rolling contact fatigue of the wheel tread are assessed.The results quantify the effects of wheel tread defects and are valuable in a shift towards condition-based maintenance of running gear,and for general assessment of the severity of different types of railway wheel tread damage. 展开更多
关键词 Wheel tread damage Rolling contact fatigue cluster Field measurements Dynamic vehicle-track interaction Wheel-rail impact load wheelset durability
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Analysis of steering performance of differential coupling wheelset 被引量:6
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作者 Xingwen Wu Maoru Chi +2 位作者 Jing Zeng Weihua Zhang Minhao Zhu 《Journal of Modern Transportation》 2014年第2期65-75,共11页
In order to improve the curving performance of the conventional wheelset in sharp curves and resolve the steering ability problem of the independently rotating wheel in large radius curves and tangent lines, a differe... In order to improve the curving performance of the conventional wheelset in sharp curves and resolve the steering ability problem of the independently rotating wheel in large radius curves and tangent lines, a differential cou- pling wheelset (DCW) was developed in this work. The DCW was composed of two independently rotating wheels (IRWs) coupled by a clutch-type limited slip differential. The differential contains a static pre-stress clutch, which could lock both sides of IRWs of the DCW to ensure a good steering performance in curves with large radius and tangent track. In contrast, the clutch could unlock the two IRWs of the DCW in a sharp curve to endue it with the characteristic of an IRW, so that the vehicles can go through the tight curve smoothly. To study the dynamic performance of the DCW, a multi-body dynamic model of single bogie with DCWs was established. The self-centering capability, hunting stability, and self-steering performance on a curved track were analyzed and then compared with those of the conventional wheelset and IRW. Finally, the effect of coupling parameters of the DCW on the dynamic performance was investigated. 展开更多
关键词 Differential coupling wheelset Independently rotating wheel Conventional wheelset Steering performance
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Effects of wheelset vibration on initiation and evolution of rail short-pitch corrugation 被引量:6
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作者 闫子权 谷爱军 +2 位作者 刘维宁 V.L.Markine 梁青槐 《Journal of Central South University》 SCIE EI CAS 2012年第9期2681-2688,共8页
The initiation and evolution of short-pitch corrugation in Beijing metro line 4 was studied from the viewpoint of wheelset vibration.A three-dimensional elastic model was set up.Numerical simulations were undertaken w... The initiation and evolution of short-pitch corrugation in Beijing metro line 4 was studied from the viewpoint of wheelset vibration.A three-dimensional elastic model was set up.Numerical simulations were undertaken with this model to analyze the corrugation by the wheelset vertical vibration and torsional vibration.Based on numerical results,the relation between rail corrugation and wheelset vibration,and the relation between the position of electromotor and wheelset vibration were indicated.It is found that avoiding the wheelset-rail resonance is one method of controlling the rail short-pitch corrugation and solving the vibration and noise problem in metro lines. 展开更多
关键词 rail corrugation wheelset vertical vibration wheelset torsional vibration finite element modeling
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Effect of wheelset flexibility on wheel–rail contact behavior and a specific coupling of wheel–rail contact to flexible wheelset 被引量:13
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作者 Shuoqiao Zhong Xinbiao Xiao +1 位作者 Zefeng Wen Xuesong Jin 《Acta Mechanica Sinica》 SCIE EI CAS CSCD 2016年第2期252-264,共13页
The fexibility of a train's wheelset can have a large effect on vehicle–track dynamic responses in the medium to high frequency range.To investigate the effects of wheelset bending and axial deformation of the wheel... The fexibility of a train's wheelset can have a large effect on vehicle–track dynamic responses in the medium to high frequency range.To investigate the effects of wheelset bending and axial deformation of the wheel web,a specifi coupling of wheel–rail contact with a fexible wheelset is presented and integrated into a conventional vehicle–track dynamic system model.Both conventional and the proposed dynamic system models are used to carry out numerical analyses on the effects of wheelset bending and axial deformation of the wheel web on wheel–rail rolling contact behaviors.Excitations with various irregularities and speeds were considered.The irregularities included measured track irregularity and harmonic irregularities with two different wavelengths.The speeds ranged from 200 to400km/h.The results show that the proposed model can characterize the effects of fexible wheelset deformation on the wheel–rail rolling contact behavior very well. 展开更多
关键词 High-speed railway vehicle Wheel–rail contact behavior Flexible wheelset Modal analysis Resonance
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Influence of dynamic unbalance of wheelsets on the dynamic performance of high-speed cars 被引量:1
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作者 Yong WANG Hongjun KANG +1 位作者 Xiaowen SONG Yaru LIANG 《Journal of Modern Transportation》 2011年第3期147-153,共7页
With further increasing in running speed of newer high-speed EMUs(electric multiple units),higher demand for wheelset dynamic balance is required.In order to study the influence of the dynamic unbalance of wheelset ... With further increasing in running speed of newer high-speed EMUs(electric multiple units),higher demand for wheelset dynamic balance is required.In order to study the influence of the dynamic unbalance of wheelset on the stability,ride quality,and curving performance for a high-speed car,a detailed dynamic model of a high-speed EMU car is established using the software SIMPACK.The analysis results indicate that the dynamic unbalance of the wheelset significantly influences the dynamic performance of the high-speed car.The increase in dynamic unbalance of the wheelset will decrease the hunting critical speed,worsen the vertical ride quality,and increase the wheelset lateral force,derailment coefficient,and wheel unloading ratio.Therefore,in order to improve the stability,ride quality,and running safety of high-speed car,the values of dynamic unbalance of wheelset should be strictly controlled in manufacturing,and periodically monitored in operation. 展开更多
关键词 high-speed car wheelset dynamic unbalance dynamic performance
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Research on hunting stability and bifurcation characteristics of nonlinear stochastic wheelset system 被引量:1
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作者 Peng WANG Shaopu YANG +3 位作者 Yongqiang LIU Pengfei LIU Xing ZHANG Yiwei ZHAO 《Applied Mathematics and Mechanics(English Edition)》 SCIE EI CSCD 2023年第3期431-446,共16页
A stochastic wheelset model with a nonlinear wheel-rail contact relationship is established to investigate the stochastic stability and stochastic bifurcation of the wheelset system with the consideration of the stoch... A stochastic wheelset model with a nonlinear wheel-rail contact relationship is established to investigate the stochastic stability and stochastic bifurcation of the wheelset system with the consideration of the stochastic parametric excitations of equivalent conicity and suspension stiffness.The wheelset is systematized into a onedimensional(1D)diffusion process by using the stochastic average method,the behavior of the singular boundary is analyzed to determine the hunting stability condition of the wheelset system,and the critical speed of stochastic bifurcation is obtained.The stationary probability density and joint probability density are derived theoretically.Based on the topological structure change of the probability density function,the stochastic Hopf bifurcation form and bifurcation condition of the wheelset system are determined.The effects of stochastic factors on the hunting stability and bifurcation characteristics are analyzed,and the simulation results verify the correctness of the theoretical analysis.The results reveal that the boundary behavior of the diffusion process determines the hunting stability of the stochastic wheelset system,and the left boundary characteristic value cL=1 is the critical state of hunting stability.Besides,stochastic D-bifurcation and P-bifurcation will appear in the wheelset system,and the critical speeds of the two kinds of stochastic bifurcation decrease with the increase in the stochastic parametric excitation intensity. 展开更多
关键词 stochastic wheelset system stochastic average method singular boundary hunting stability stochastic Hopf bifurcation
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FPGA Implementation of Extended Kalman Filter for Parameters Estimation of Railway Wheelset 被引量:1
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作者 Khakoo Mal Tayab Din Memon +1 位作者 Imtiaz Hussain Kalwar Bhawani Shankar Chowdhry 《Computers, Materials & Continua》 SCIE EI 2023年第2期3351-3370,共20页
It is necessary to know the status of adhesion conditions between wheel and rail for efficient accelerating and decelerating of railroad vehicle.The proper estimation of adhesion conditions and their real-time impleme... It is necessary to know the status of adhesion conditions between wheel and rail for efficient accelerating and decelerating of railroad vehicle.The proper estimation of adhesion conditions and their real-time implementation is considered a challenge for scholars.In this paper,the development of simulation model of extended Kalman filter(EKF)in MATLAB/Simulink is presented to estimate various railway wheelset parameters in different contact conditions of track.Due to concurrent in nature,the Xilinx®System-on-Chip Zynq Field Programmable Gate Array(FPGA)device is chosen to check the onboard estimation ofwheel-rail interaction parameters by using the National Instruments(NI)myRIO®development board.The NImyRIO®development board is flexible to deal with nonlinearities,uncertain changes,and fastchanging dynamics in real-time occurring in wheel-rail contact conditions during vehicle operation.The simulated dataset of the railway nonlinear wheelsetmodel is tested on FPGA-based EKF with different track conditions and with accelerating and decelerating operations of the vehicle.The proposed model-based estimation of railway wheelset parameters is synthesized on FPGA and its simulation is carried out for functional verification on FPGA.The obtained simulation results are aligned with the simulation results obtained through MATLAB.To the best of our knowledge,this is the first time study that presents the implementation of a model-based estimation of railway wheelset parameters on FPGA and its functional verification.The functional behavior of the FPGA-based estimator shows that these results are the addition of current knowledge in the field of the railway. 展开更多
关键词 Adhesion force extended kalman filter FPGA implementation railway wheelset real-time estimation wheel-rail interaction
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Influence of unsupported sleepers on the dynamic stability of ballasted bed based on wheelset impact tests 被引量:1
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作者 Juzhen Liu Shuai Du +4 位作者 Ganzhong Liu Ping Wang Rong Chen Xiankui Wei Hao Liu 《Railway Engineering Science》 2023年第1期52-60,共9页
The unsupported sleeper can change the load characteristics of ballast particles and thus affect the dynamic stability of a ballasted bed.In this work,a laboratory test was constructed on a ballasted track containing ... The unsupported sleeper can change the load characteristics of ballast particles and thus affect the dynamic stability of a ballasted bed.In this work,a laboratory test was constructed on a ballasted track containing unsupported sleepers.The ballasted track was excited by a wheelset,and the influence of unsupported sleepers on the dynamic stability of a ballasted bed was studied.The results show that the main frequency of the sleeper vibration appeared at 670 Hz,and the first-order rigid vibration mode at the frequency of 101 Hz had a significant effect on the condition without the unsupported sleeper.When the sleepers were continuously unsupported,the vibration damping effect of ballasted bed within the frequency range of 0–450 Hz was better than that at higher frequencies.Within the frequency range of 70–250 Hz,the vibration damping effect of the ballasted bed with unsupported sleepers was better than that without the unsupported sleeper.Owing to the excitation from the wheelset impact,the lateral resistance of the ballasted bed with unsupported sleepers whose hanging heights were 30,60,and 90 mm increased by 37.43%,12.25%,and 18.23%,respectively,while the lateral resistance of the ballasted bed without the unsupported sleeper remained basically unchanged.The unsupported sleeper could increase the difference in the quality of the ballasted bed between two adjacent sleepers.In addition,test results show that the hanging height of the unsupported sleeper had little effect on the lateral resistance of a ballasted bed without external excitation,but had an obvious effect on the rate of change of the lateral resistance of a ballasted bed and the acceleration amplitude of the sleeper vibration under the wheelset impact. 展开更多
关键词 Unsupported sleeper Ballasted bed wheelset impact test VIBRATION Dynamic stability
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A Nondestructive Instrumented Wheelset System for Contact Forces Measurements 被引量:1
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作者 Jianbin Wang Dadi Li +1 位作者 Sheng Qu Dafu Zhang 《Engineering(科研)》 2021年第7期361-371,共11页
A nondestructive continuous instrumented wheelset design is proposed based on strain gauges placing inside of the wheel web and wireless telemetry system. The signal feature analysis including frequency contents and h... A nondestructive continuous instrumented wheelset design is proposed based on strain gauges placing inside of the wheel web and wireless telemetry system. The signal feature analysis including frequency contents and high order harmonic ripples is also carried out. The strain gradient decoupling method for vertical and lateral force identification is proposed based on the strain distributions under respective loads. The method implements minimum crosstalk effects and insensitive to the varying contact points. The KMT telemetry system is adopted for wireless inductive powering and signal transferring. The drilling holes on the wheel and axles are avoidable to ensure the integrity and long-term using of the wheelset. Bridging and demodulating schemes for lateral and vertical force are designed respectively as they have dramatic differences at the dynamic signal features. High order harmonic ripple analysis and error estimation are gotten by independent waveforms. Based on the data form calibration test rig, it is indicated that the high order ripple amplitudes are below 10% of the demodulation amplitudes and fulfill designed requirements. 展开更多
关键词 Nondestructive Instrumented wheelset Signal Decoupling Signal Demodulating Wireless Telemetry
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Useful zero friction simulations for assessing MBS codes Pascal’s formula giving wheelsets frequency for zero wheel-rail friction
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作者 Jean Pierre Pascal 《Theoretical & Applied Mechanics Letters》 CAS CSCD 2022年第3期145-155,共11页
Present study provides a simple analytical formula,the“Klingel-like formula”or“Pascal’s Formula”that can be used as a reference to test some results of existing railway codes and specifically those using rigid co... Present study provides a simple analytical formula,the“Klingel-like formula”or“Pascal’s Formula”that can be used as a reference to test some results of existing railway codes and specifically those using rigid contact.It develops properly the 3D Newton-Euler equations governing the 6 degrees of freedom(DoF)of unsuspended loaded wheelsets in case of zero wheel-rail friction and constant conicity.Thus,by solving numerically these equations,we got pendulum like harmonic oscillations of which the calculated angular frequency is used for assessing the accuracy of the proposed formula so that it can in turn be used as a fast practical target for testing multi-body system(MBS)railway codes.Due to the harmonic property of these pendulum-like oscillations,the squareω2 of their angular frequency can be made in the form of a ratio K/M where K depends on the wheelset geometry and load and M on its inertia.Information on K and M are useful to understand wheelsets behavior.The analytical formula is derived from the first order writing of full trigonometric Newton-Euler equations by setting zero elastic wheel-rail penetration and by assuming small displacements.Full trigonometric equations are numerically solved to assess that the formula providesω2 inside a 1%accuracy for usual wheelsets dimensions.By decreasing the conicity down to 1×10^(−4) rad,the relative formula accuracy is under 3×10^(−5).In order to test the formula reliability for rigid contact formulations,the stiffness of elastic contacts can be increased up to practical rigidity(Hertz stiffness×1000). 展开更多
关键词 Unsuspended wheelsets Klingel formula Rigid contact Harmonic oscillation Multi body system railway codes Code validation
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陀螺效应对高速旋转轮对弯曲模态的影响 被引量:1
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作者 关庆华 王文波 +1 位作者 张丰英 温泽峰 《铁道学报》 北大核心 2025年第3期54-63,共10页
基于转子动力学理论,以Timoshenko连续转轴模拟轮轴,以旋转圆盘模拟车轮,建立旋转轮对动力学模型。利用Riccati传递矩阵计算不同速度下弹性悬挂轮对的涡动模态。通过Timoshenko梁连续转轴模型的色散特性曲线,揭示陀螺效应对旋转体正反... 基于转子动力学理论,以Timoshenko连续转轴模拟轮轴,以旋转圆盘模拟车轮,建立旋转轮对动力学模型。利用Riccati传递矩阵计算不同速度下弹性悬挂轮对的涡动模态。通过Timoshenko梁连续转轴模型的色散特性曲线,揭示陀螺效应对旋转体正反涡动频率的影响机理。与有限元模型计算结果对比表明,基于Timoshenko梁连续转轴模型的弹性轮对能够满足前4阶弯曲模态计算需求,Euler梁模型无法考虑转轴旋转陀螺效应,仅适用于前2阶弯曲响应分析。研究结果表明:陀螺效应使轮对弯曲模态出现正反涡动,随转速提高,正涡动模态频率增大,反涡动模态频率减小;陀螺效应对轮对1、2阶弯曲涡动频率变化影响显著,对3、4阶弯曲涡动模态频率变化影响不大,速度每提高100 km/h,前4阶弯曲模态正涡动频率分别增加9.31、9.62、2.09、0.57 Hz,前4阶弯曲模态反涡动频率分别下降4.97、5.83、1.27、0.50 Hz。 展开更多
关键词 高速轮对 陀螺效应 旋转动力学 传递矩阵 涡动模态
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基于改进SNN的列车轮对踏面缺陷识别方法
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作者 何静 黄聪聪 +1 位作者 张昌凡 贾林 《铁道学报》 北大核心 2025年第1期91-100,共10页
列车轮对踏面缺陷识别是保障列车轮轨系统安全服役的关键步骤。然而,轮对踏面缺陷类型多样复杂、类别不平衡,现有卷积神经网络算法难以对其进行准确识别。为此,提出基于改进脉冲神经网络(SNN)的列车轮对不平衡踏面缺陷识别方法。采用混... 列车轮对踏面缺陷识别是保障列车轮轨系统安全服役的关键步骤。然而,轮对踏面缺陷类型多样复杂、类别不平衡,现有卷积神经网络算法难以对其进行准确识别。为此,提出基于改进脉冲神经网络(SNN)的列车轮对不平衡踏面缺陷识别方法。采用混合卷积编码模块,通过提高特征多样性稀疏表达,减少编码细节信息丢失;提出脉冲金字塔拆分注意网络,考虑多尺度空间信息跨通道交互能力,以提取缺陷的多尺度特征;提出一种新的交叉注意力模块,提取不同层级特征的空间全局信息,通过交叉校准以增强输入特征,抑制噪声等无用特征;通过不平衡比例达10∶1的踏面缺陷数据集对该识别方法进行试验验证。验证结果表明,该方法能够有效提高模型的识别精度,并且对少数类别缺陷也有较高的识别率。 展开更多
关键词 轮对踏面 缺陷识别 脉冲神经网络 特征融合 注意力机制
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基于转子动力学的高速动车组轮对优化
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作者 商跃进 王彤基 +1 位作者 董雅宏 刘惠萱 《中国工程机械学报》 北大核心 2025年第4期655-660,共6页
轮对是高速动车组安全运行的关键部件之一,为提高其力学环境适应能力,实现轮对轻量化成为重要途径,临界转速在轻量化过程中也不可忽略。运用CAD/CAE技术,设计轮对参数化设计系统。基于转子动力学理论,考虑陀螺效应完成了轮对模态分析和... 轮对是高速动车组安全运行的关键部件之一,为提高其力学环境适应能力,实现轮对轻量化成为重要途径,临界转速在轻量化过程中也不可忽略。运用CAD/CAE技术,设计轮对参数化设计系统。基于转子动力学理论,考虑陀螺效应完成了轮对模态分析和谐响应分析,求解各阶的临界转速,并通过系统对轮对进行参数化建模,以轮对整体质量为优化目标,以1阶临界转速为约束条件,以车轮直径和轴孔直径为优化变量进行优化,并验证了优化结果。优化结果表明:优化后的轮对满足强度的要求下,既可实现轮对轻量化的目标,又可以避免产生共振响应,研究成果为轮对的结构设计提供了参考。 展开更多
关键词 轮对 转子动力学 临界速度 谐响应 优化设计
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轨道车辆轮对经济镟策略研究
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作者 刘伟渭 余玺 +1 位作者 唐爽权 李加伟 《铁道学报》 北大核心 2025年第8期80-90,共11页
针对轨道车辆轮对过修、欠修等不合理问题,提出一种基于实测数据的经济镟策略模型。根据轮对实测数据构建磨耗模型,以镟修阈值、镟修模板、镟修参数上下限为约束,确立62种镟修方案,综合考虑轮对使用寿命与镟修次数,兼顾列车全生命周期... 针对轨道车辆轮对过修、欠修等不合理问题,提出一种基于实测数据的经济镟策略模型。根据轮对实测数据构建磨耗模型,以镟修阈值、镟修模板、镟修参数上下限为约束,确立62种镟修方案,综合考虑轮对使用寿命与镟修次数,兼顾列车全生命周期更长、单位时间运行成本更低为优化目标,提出单轮和整车镟修策略,以及跟踪验证。结果表明,轮径磨耗速率与轮径、轮缘厚度和轮缘高度无相关性,轮缘高度、磨耗速率与轮缘厚度具有相关性,qR值(反应踏面凹磨或偏磨)、磨耗速率与轮径、轮缘厚度具有相关性;单轮和整车最佳镟修方案均为轮缘高镟修阈值27 mm,轮缘高恢复值30 mm。相较于当前镟修模式,全生命周期剩余寿命延长约30%,月经济成本降低约7%,比上个镟修周期延长11个月。由于轮对的相似性,该模型可推广应用于高速列车、货车、机车等轨道车辆的轮对智能运维。 展开更多
关键词 轨道车辆 镟修策略 智能运维 寿命预测 轮对
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考虑离心力的球轴承极限轴向载荷计算及其承载能力提升 被引量:1
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作者 李治桦 黄志辉 +2 位作者 陈学景 唐嘉诚 杨成龙 《铁道车辆》 2025年第3期61-70,共10页
为了提升原四点接触球轴承轴向的承载能力,使其满足轨距可调轮对轴端传力的要求,同时考虑离心力作用,采用MATLAB建立了更符合实际工况的球轴承极限轴向载荷计算模型。通过与Romax对比验证了模型的正确性,基于计算模型研究了离心力以及... 为了提升原四点接触球轴承轴向的承载能力,使其满足轨距可调轮对轴端传力的要求,同时考虑离心力作用,采用MATLAB建立了更符合实际工况的球轴承极限轴向载荷计算模型。通过与Romax对比验证了模型的正确性,基于计算模型研究了离心力以及球轴承各结构参数对其极限承载能力的影响,并以提升球轴承轴向承载能力为目标,对其结构参数进行了方差分析。结果表明:离心力会减弱内圈轴向承载能力,增强外圈轴向承载能力,且转速越快影响越显著;球轴承的内圈轴向承载能力随着内挡边直径、内外沟曲率半径、钢球数量以及节圆直径的增大而增大,随着钢球直径和初始接触角的增大而减小,外挡边直径则对其无影响;内圈挡边直径对球轴承内圈轴向承载能力的影响最大,通过调整该直径使其轴向承载能力得到了显著提升,满足了轴端传力的要求。研究结果可为轨距可调轮对轴端球轴承设计优化提供参考。 展开更多
关键词 轨距可调轮对 球轴承 离心力 极限轴向载荷 方差分析
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基于WVMD的地铁车辆轮对失圆故障特征提取
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作者 罗曦春 毛剑琳 +1 位作者 刘韬 孙子房 《铁道科学与工程学报》 北大核心 2025年第8期3629-3640,共12页
目前,针对各类轨道交通车辆轮对失圆的故障诊断多采用动力学仿真振动信号、单轮对试验台或车辆滚动试验台振动信号,无法完全模拟实际运营线路的曲线、坡道、轮轨自激振动、轨道波磨等复杂因素,以及这些因素之间的干扰和混叠。对此,基于... 目前,针对各类轨道交通车辆轮对失圆的故障诊断多采用动力学仿真振动信号、单轮对试验台或车辆滚动试验台振动信号,无法完全模拟实际运营线路的曲线、坡道、轮轨自激振动、轨道波磨等复杂因素,以及这些因素之间的干扰和混叠。对此,基于地铁实际运营线路的车辆振动信号,在变模态分解(VMD)方法的基础上,将特征增强优化的规整变模态分解(WVMD)方法应用于地铁车辆轮对失圆故障特征提取,并构建与之相应的特征提取框架。首先,在WVMD分解前使用能量熵增量作为指标对WVMD的最佳IMF分量个数进行优化以保证最佳分解效果;其次,在WVMD分解后采用注意熵及包络峭度因子相结合的综合指标选择有效的IMF分量进行信号重构;最后,采用加速度包络对重构信号进行故障特征提取。通过对仿真信号和高速列车试验标准数据的计算验证了所提出方法的有效性,进一步用所提方法对国内某地铁车辆运营期间采集的振动信号进行轮对失圆振动特征提取及分析,获得了多种工况下、不同的关键几何参数值时的轮对失圆振动特征。结果显示,轮对失圆故障特征呈现较高的耦合性,可为地铁车辆轮对失圆的故障诊断提供有力的依据。 展开更多
关键词 地铁车辆 轮对失圆 故障诊断 规整变模态分解 特征提取
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考虑柔性轮对的地铁轴箱轴承振动响应分析
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作者 肖苏雯 廖爱华 +1 位作者 胡定玉 师蔚 《机电工程》 北大核心 2025年第2期216-225,266,共11页
轴箱轴承是地铁车辆走行部的重要部件之一,一旦发生故障会严重影响车辆的运行安全。为探究在地铁车辆运行过程中轴箱轴承的振动响应,基于轨道-车辆耦合动力学及轴承动力学理论,进行了轴箱轴承的振动响应分析。首先,利用SIMPACK与Simulin... 轴箱轴承是地铁车辆走行部的重要部件之一,一旦发生故障会严重影响车辆的运行安全。为探究在地铁车辆运行过程中轴箱轴承的振动响应,基于轨道-车辆耦合动力学及轴承动力学理论,进行了轴箱轴承的振动响应分析。首先,利用SIMPACK与Simulink进行了联合仿真,建立了一种包含轴箱轴承和柔性轮对的轨道-车辆-轴承耦合动力学模型;然后,计算了轴承转速和故障频率的仿真值,通过和理论值、实验值的对比,验证了该模型的有效性;最后,在轨道不平顺激励下多点故障、不同速度、不同损伤规模下,对轴箱轴承的动态响应进行了分析。研究结果表明:该动力学模型仿真得到的轴承故障特征频率与理论值、实验值的误差均在1%以内;相对于单点故障状态,轴箱轴承在多点故障状态下所受到的故障冲击更加强烈;受到轨道不平顺激励和轴承自身故障冲击的综合影响,轴箱轴承的振动加剧且外圈故障下振动幅值最大;故障轴承的振动加速度会随着车辆运行速度的提升和故障宽度的增大而变得激烈。该研究结果可为轴箱轴承的故障诊断和状态监测提供理论依据。 展开更多
关键词 圆锥/圆柱滚子轴承 受载分析 联合仿真 刚柔耦合动力学模型 柔性轮对 轨道激励 多点故障 振动特性分析
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非理想数据下基于时序对比注意力模型的寿命预测方法
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作者 林天骄 宋浏阳 +1 位作者 崔玲丽 王华庆 《机械工程学报》 北大核心 2025年第18期27-37,共11页
在监测大数据背景下,理想数据的获取往往受到限制,高价值数据稀缺性导致传统智能预测模型泛化性弱、准确率低。为此,提出一种时序对比学习与注意力机制的联合深度学习框架,有效利用片段式的、无完整寿命标签的非理想数据实现设备剩余寿... 在监测大数据背景下,理想数据的获取往往受到限制,高价值数据稀缺性导致传统智能预测模型泛化性弱、准确率低。为此,提出一种时序对比学习与注意力机制的联合深度学习框架,有效利用片段式的、无完整寿命标签的非理想数据实现设备剩余寿命预测。首先构建时序对比编码器,在无需寿命标签引导下自动注释非理想数据的深度退化特征,并增强所提取特征的时间自相关性。其次构建寿命预测注意力解码器,对编码后的退化特征进行动态权重分配与并行计算拟合。在此基础上,提出基于弹性权重共享的编码-解码训练优化模式,实现编码器与解码器的有机结合与高效交互。通过轴承与轨交列车轮对全寿命试验实例,验证所提方法的有效性。结果表明,所提方法在两种应用场景下的预测精度均优于对比方法,平均预测精度提升约34%。 展开更多
关键词 剩余寿命预测 时序对比学习 注意力机制 轴承 轨交列车轮对
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