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Aerodynamic characteristics on a full-scale high-speed train bogie with rotating wheelsets
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作者 ZHENG Ze-yuan WANG Tian-tian +5 位作者 WANG Yu SHI Fang-cheng FENG Yong-hua LIU Hong-kang ZHAO Chang-long JIANG Chen 《Journal of Central South University》 2025年第12期4702-4719,共18页
Aerodynamic drag is the dominant factor contributing to energy consumption as the operational speed of high speed trains increases,necessitating effective aerodynamic optimization strategies.This study investigates th... Aerodynamic drag is the dominant factor contributing to energy consumption as the operational speed of high speed trains increases,necessitating effective aerodynamic optimization strategies.This study investigates the aerodynamic characteristics of the bogie region under two bogie fairing configurations:baseline bogie fairing(BBF)and full bogie fairing(FBF).Both stationary and rotating wheelset conditions are considered.Wind tunnel experiments were conducted on a full-scale bogie model equipped with a wheelset drive system to simulate wheelset rotation.Additionally,numerical simulations were employed to analyze flow structures.Results indicate that the FBF configuration promotes a more uniform front-to-rear pressure distribution in the bogie region.The rotation of the wheelset notably affects the airflow near the wheels and extends its influence throughout the entire bogie region.Specifically,wheelset rotation reduces drag by 6.38%in the BBF configuration but increases drag by 3.5%in the FBF configuration.Further analysis reveals that,in the FBF configuration,aerodynamic drag primarily originates from the wheelsets.The rotating wheelset increases the aerodynamic drag by 18.8%for the rear wheelset,which is attributed to the shift in the pressure curve on the wheelset in the rotating direction.Therefore,the impact of wheelset rotation on aerodynamic characteristics should not be overlooked. 展开更多
关键词 high-speed train full-scale bogie full bogie fairing AERODYNAMICS rotating wheelsets
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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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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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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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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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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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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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Parallel wheelset suspension kinematic design for improved heavy-duty lunar vehicle straight-line drivability and ride comfort
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作者 Haibo GAO Lanqing HU +2 位作者 Zhen LIU Shu CHEN Zongquan DENG 《Frontiers of Mechanical Engineering》 2025年第6期31-57,共27页
A parallel wheelset suspension(PWS)designed for a heavy-duty lunar vehicle,specifically for a multi-wheeled pressurized lunar rover(MWPLR),is beneficial for adapting wheels to rough terrain and absorbing vertical vibr... A parallel wheelset suspension(PWS)designed for a heavy-duty lunar vehicle,specifically for a multi-wheeled pressurized lunar rover(MWPLR),is beneficial for adapting wheels to rough terrain and absorbing vertical vibrations passively.It is a 2-degree-of-freedom spatial parallel mechanism.However,when a lunar vehicle is driven over rough terrain,the wheelset alignment parameters of the PWS vary substantially,resulting in poor wheel-to-ground contact.This paper aims to address these problems.It first presented a PWS design approach,used simulations to confirm the correctness of the kinematic model,evaluated the initial suspension performance,and established an optimization objective.We then analyzed the suspension’s instantaneous screw axis variations as the wheelset crossed the obstacle.The results help us determine the causes and optimization variables that affect the alignment parameters.Finally,based on the kinematic and simulation analysis methods,the optimized suspension ensured that the variation in the camber,toe,and inclination angle of the steering axis would be[-1°,-1°]when the MWPLR crossed a 0.4 m high obstacle.The simulation demonstrated that the PWS improved the ride comfort of the MWPLR and that the optimized PWS enhanced the straight-line drivability and flexible steering capability of the MWPLR.PWS and its design methodology provide a design reference for other multi-wheeled rovers. 展开更多
关键词 parallel wheelset suspension heavy-duty design lunar vehicle kinematic design wheel alignment parameter wheel-ground contact capability
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列车轮对踏面缺陷的轻量级检测算法优化设计
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作者 侯涛 任祎坤 牛宏侠 《西安交通大学学报》 北大核心 2026年第3期220-232,共13页
针对列车轮对踏面缺陷检测算法计算量、参数量较大,且高精度与低计算复杂度难以匹配等问题,提出一种基于YOLO11n算法的列车轮对踏面缺陷的轻量级检测算法。构建轻量化的高效幽灵开端(Ghost-Inceptiona)特征提取模块替代YOLO11n骨干网络... 针对列车轮对踏面缺陷检测算法计算量、参数量较大,且高精度与低计算复杂度难以匹配等问题,提出一种基于YOLO11n算法的列车轮对踏面缺陷的轻量级检测算法。构建轻量化的高效幽灵开端(Ghost-Inceptiona)特征提取模块替代YOLO11n骨干网络中的特征提取模块,降低模型的参数量与计算量,提高轮对踏面缺陷检测的精度和效率;在颈部网络中采用改进的带小卷积核的跨阶段部分连接瓶颈模块(C3k2_Faster-EMA)作为特征提取模块,提升算法对不同尺度下目标区域的特征提取融合能力,进而提高轮对踏面缺陷的检测精度;优化设计轻量化检测头,通过加入深度可分离卷积实现算法参数量、计算量的大幅降低;设计基于交并比(IoU)的改进损失函数(Focaler-PIoU),加强算法对不同尺度缺陷的适应性,提高踏面缺陷检测能力。实验结果表明:在自制列车轮对踏面缺陷的数据集上,所提改进算法的参数量减少了18.2%,计算量下降了28.6%,平均精度均值提升了2.3%。改进算法在提升踏面缺陷检测精度的前提下实现算法的轻量化改进,在轮对踏面缺陷检测中具有广泛的应用前景。 展开更多
关键词 列车轮对踏面 缺陷检测 YOLO11n算法 轻量化改进
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基于几何锚点引导的双阶段配准算法研究
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作者 高春甫 谭景益 +1 位作者 贺新升 周崇秋 《浙江师范大学学报(自然科学版)》 2026年第1期9-15,共7页
针对列车轮对踏面点云配准中重叠区域有限、曲率变化较小导致特征不显著的问题,提出了一种基于几何锚点引导的双阶段配准方法.首先,对源点云与目标点云进行区域分割,提取具有结构信息的有效区域;其次,利用罗德里格斯旋转投影点云至拟合... 针对列车轮对踏面点云配准中重叠区域有限、曲率变化较小导致特征不显著的问题,提出了一种基于几何锚点引导的双阶段配准方法.首先,对源点云与目标点云进行区域分割,提取具有结构信息的有效区域;其次,利用罗德里格斯旋转投影点云至拟合平面,以增强几何特征表达;然后,结合轮对踏面的结构特征提取特征锚点;最后,通过引入几何锚点约束,设计双阶段ICP算法实现高精度配准.实验结果表明,该方法将测量的关键尺寸精度控制为0.2 mm,其在提升踏面轮廓重建完整性与尺寸测量精度方面具有显著优势.该结果可为列车轮对检测与维护提供可靠的技术支撑. 展开更多
关键词 轨道交通 非接触测量 点云配准 轮对踏面 几何锚点
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单轴式独立轮对转向架的高速车辆导向控制研究
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作者 齐洪峰 闫一凡 +3 位作者 邢智淳 王美琪 戚壮 刘鹏飞 《城市轨道交通研究》 北大核心 2026年第1期127-135,147,共10页
[目的]高速车辆采用轻量化设计,其单轴式独立轮对转向架具有车轴短、簧下质量低、轮轨冲击低的特点,而且独立轮对车辆不具备自主导向性能,会影响车辆的稳定性和曲线通过能力。为进一步优化车辆的性能,有必要研究单轴式独立轮对转向架高... [目的]高速车辆采用轻量化设计,其单轴式独立轮对转向架具有车轴短、簧下质量低、轮轨冲击低的特点,而且独立轮对车辆不具备自主导向性能,会影响车辆的稳定性和曲线通过能力。为进一步优化车辆的性能,有必要研究单轴式独立轮对转向架高速车辆的导向控制。[方法]基于多体动力学理论,构建单轴式独立轮对转向架动力学模型及独立轮对高速车辆动力学模型,并评估车辆运行的平稳性与曲线通过性能。基于差速导向理论,采用PID(比例-积分-微分)控制策略搭建导向控制模块,研究主动导向控制下独立轮对高速车辆的直线导向性能与不同曲线通过性能。[结果及结论]新型单轴式独立轮对转向架高速车辆的直线平稳性与曲线通过性均满足要求。在导向控制策略下:在直线工况下,车辆各轮对有良好的归中性能;在半径7000 m曲线工况下,能有效进行导向控制,磨耗指数、脱轨系数、轮重减载率均有改善;在半径300 m曲线工况下,虽然能够有效控制各轮对角速度差,但因轴距较大,曲线通过性能的优化效果较小。 展开更多
关键词 高速车辆 导向控制 独立轮对 平稳性 曲线通过性
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腐蚀诱发的重载铁路货车轮对轴承失效分析
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作者 葛世东 崔有为 黄晨 《机械制造》 2026年第1期92-98,33,共8页
某重载铁路货车轮对轴承在运行8个月后,出现表面疲劳剥落。通过对轴承宏观分析、微观分析、淬硬层深度检测、硬度检测、化学成分分析、油脂分析,确定导致轴承外圈滚道剥离的原因主要为应力腐蚀疲劳。针对这一由腐蚀诱发的重载铁路货车... 某重载铁路货车轮对轴承在运行8个月后,出现表面疲劳剥落。通过对轴承宏观分析、微观分析、淬硬层深度检测、硬度检测、化学成分分析、油脂分析,确定导致轴承外圈滚道剥离的原因主要为应力腐蚀疲劳。针对这一由腐蚀诱发的重载铁路货车轮对轴承失效问题,设计专用密封罩压装导向装置,有效避免密封罩压装过程中可能产生的变形和缝隙。 展开更多
关键词 铁路 轮对 轴承 腐蚀 失效 分析
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基于改进SNN的列车轮对踏面缺陷识别方法 被引量:3
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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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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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