Zhao Wentao, Ding Jianming, Liao Xiaokang, Liu Weiwei
State Key Laboratory of Rail Transit Vehicle System, Southwest Jiaotong University, Chengdu, 610031, Sichuan, People's Republic of China.
School of Mechanical Engineering, Xihua University, Chengdu, 610039, Sichuan, People's Republic of China.
Sci Rep. 2025 Mar 28;15(1):10693. doi: 10.1038/s41598-025-93857-x.
An in-depth understanding of vibration characteristics of the coaxial pseudo-fault in axle-box bearings installed coaxially on both sides of the wheelset is essential for distinguishing the real fault and the pseudo-fault in axle-box bearing condition monitoring. Therefore, a bearing-vehicle-track coupled dynamic model is developed, which incorporates an axle-box bearing dynamic model with an outer ring defect and a vehicle-track coupled dynamic model. The axle-box vibration responses on both sides of the wheelset, considering single-sided bearing defects with different widths at different vehicle speeds, are obtained through simulation and subsequently analyzed. The results indicate that the coaxial pseudo-fault effect is more pronounced under a defect width of 3 mm. The amplitude, root mean square (RMS), and shock pulse method (SPM) indicators of the axle-box vibration response on the defective side exceed those on the healthy side. The impulse response transmitted to the healthy side consistently lags behind that generated on the defective side. The minimum lag time is 0.0011 s. The fault frequency components and harmonics on the healthy side are more dispersed and decay more rapidly. Finally, based on amplitude-related features and spectral energy dispersion characteristics, a criterion for identifying the coaxial pseudo-fault is proposed using the frequency variance (VF) indicator, and the rationality of the proposed indicator range is demonstrated through field test data.
深入了解轮对两侧同轴安装的轴箱轴承中同轴伪故障的振动特性,对于在轴箱轴承状态监测中区分真正故障和伪故障至关重要。因此,建立了一个轴承 - 车辆 - 轨道耦合动力学模型,该模型包含一个带有外圈缺陷的轴箱轴承动力学模型和一个车辆 - 轨道耦合动力学模型。通过仿真获得了轮对两侧在不同车速下考虑不同宽度单侧轴承缺陷时的轴箱振动响应,并随后进行了分析。结果表明,在缺陷宽度为3毫米时,同轴伪故障效应更为明显。缺陷侧轴箱振动响应的幅值、均方根(RMS)和冲击脉冲法(SPM)指标超过健康侧。传递到健康侧的脉冲响应始终滞后于缺陷侧产生的脉冲响应。最小滞后时间为0.0011秒。健康侧的故障频率分量和谐波更加分散且衰减更快。最后,基于与幅值相关的特征和频谱能量分散特性,使用频率方差(VF)指标提出了一种识别同轴伪故障的判据,并通过现场测试数据证明了所提出指标范围的合理性。