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| 1 | Periodic-phase-diagram similarity method for weak signal detection显示文摘The periodic-phase-diagram similarity method is proposed to identify the frequency of weak harmonic signals.The key technology is to find a set of optimal coefficients for Duffing system,which leads to the periodic motion under the influence of weak signal and strong noise.Introducing the phase diagram similarity,the influences of strong noise on the similarity of periodic phase diagram are discussed.The principle of highest similarity of periodic phase diagram with the same frequency is detected by discussing the persistence of similarity of periodic motion phase diagram under the strong noise and the periodic-phase-diagram similarity method is constructed.The weak signals of early fault and strong noise are input into Duffing system to obtain the identified system.The stochastic subharmonic Melnikov method is extended to obtain the conditions of the optimal coefficients for the identified system.Based on the results,the constructed frequency conversion harmonic weak signals are considered to form a datum periodic system.With the change of frequency in the datum periodic system,the phase diagram similarity of the two constructed systems can be calculated.Based on the periodic-phase-diagram similarity method,the frequency of weak harmonic signals can be identified by the principle of highest similarity of periodic phase diagram with the same frequency.The results of numerical simulation and the early fault diagnosis results of actual bearings verify the feasibility of the periodic-phase-diagram similarity method.The accuracy of the detection effect is 97%,and the minimum signal-to-noise ratio is−80.71 dB. | Ruilan Tian Yangkun Zhang Shaopu Yang Kai Yuan Qiang Xue Quanrong Ren | 2021 | International Journal of Mechanical System Dynamics2021，1，2： | 0 |
| 2 | 非光滑变尺度凸峰频率识别法的优化及应用显示文摘基于非光滑变尺度SD(smooth and discontinuous)极限系统的非线性拓扑特性,优化了非光滑变尺度凸峰频率识别法,并将其应用到了轴承早期故障信号检测中。利用类同宿轨的周期性,推导了非光滑随机类次谐Melnikov函数,给出了均方意义下出现简单零点的充分必要条件,揭示了初始相位和噪声耦合因素对变尺度SD极限系统混沌阈值的影响。经数值模拟,发现微弱信号初始相位的存在会导致非光滑变尺度凸峰法识别频率时出现偏差或不可识别。当频率识别出现偏差时,利用数据的几何特性给出一个线性修正公式;当频率不可识别时,构造了检测方程组,使凸峰频率识别法依然有效。通过一个高速列车轮对轴承早期故障实例,运用优化非光滑变尺度凸峰频率识别法,确定了轮对轴承可能发生故障的位置。结果显示优化的非光滑变尺度凸峰频率识别法可更准确识别轮对轴承早期故障信号的频率,方法简单且精度较高。 | 李海萍 田瑞兰 薛强 张杨昆 张小龙 | 2023 | 振动与冲击2023，42，6： | 0 |
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