Rail Corrugation Measurement Method Based on Vibration-Noise Fusion in Metro System 振噪融合的地铁钢轨波磨快速测量方法

Cong，Jianli1,2; Wang，Yuan3; Xu，Zhou1,2; Li，Wei4; Chen，Rong1,2; Wang，Ping1,2

2023-06-01

10.3969/j.issn.0258-2724.20220260

Xinan Jiaotong Daxue Xuebao/Journal of Southwest Jiaotong University   影响因子和分区

0258-2724

To realize the condition-based maintenance of rail corrugation in a data-driven way, a time-space intensive measurement method of rail corrugation is proposed. First, the intelligent terminal is used to detect vibration and noise at a car body of the train formation, the acceleration waveforms in three directions of different car bodies were matched to obtain the estimated time delay, and the error of the train speed and mileage estimation was corrected. Second, the car voiceprint data is analyzed with the voiceprint spectrum energy method, and the corrugation-noise ratio index is defined to quantify the ratio of rail corrugation noise energy and its high-order harmonic energy to the total noise energy, as the basis for automatic identification of rail corrugation. Finally, the inverse mapping relationship between the train response and rail corrugation sate is established to obtain the rail corrugation wavelength and mileage information when the corrugation-noise ratio exceeds the limit. The field test in metro line is taken as an example, where a rail corrugation measurement trolley was used to measure the shortwave irregularity of the rail surface on 1.6 km rail, and the measured peak-to-peak value in the wavelength range of [0,50] mm was compared to the corrugation-noise ratio of voiceprint data. The results show that, when the threshold of the corrugation-noise ratio is set as 0.2, the rail corrugation identified by the voiceprint data is consistent with the line distribution, which verifies that this method can enhance data evidence in evaluating rail corrugation state.

condition-based maintenance corrugation-noise ratio rail corrugation vibration-noise fusion voiceprint feature

EI

中文

其他

20233314524976

Acceleration ; Automation ; Condition based maintenance ; Railroad cars ; Railroads

Railroad Cars:682.1.1 ; Automatic Control Principles and Applications:731 ; Maintenance:913.5

2-s2.0-85167395644

Scopus

1.MOE Key Laboratory of High-Speed Railway Engineering,Southwest Jiaotong University,Chengdu,610031,China
2.School of Civil Engineering,Southwest Jiaotong University,Chengdu,610031,China
3.School of System Design and Intelligent Manufacturing,Southern University of Science and Technology,Shenzhen,518055,China
4.Shenzhen Metro Operation Group Co. Ltd.,Shenzhen,518400,China

Cong，Jianli,Wang，Yuan,Xu，Zhou,等. Rail Corrugation Measurement Method Based on Vibration-Noise Fusion in Metro System 振噪融合的地铁钢轨波磨快速测量方法[J]. Xinan Jiaotong Daxue Xuebao/Journal of Southwest Jiaotong University,2023,58(3):677-684.

Cong，Jianli,Wang，Yuan,Xu，Zhou,Li，Wei,Chen，Rong,&Wang，Ping.(2023).Rail Corrugation Measurement Method Based on Vibration-Noise Fusion in Metro System 振噪融合的地铁钢轨波磨快速测量方法.Xinan Jiaotong Daxue Xuebao/Journal of Southwest Jiaotong University,58(3),677-684.

Cong，Jianli,et al."Rail Corrugation Measurement Method Based on Vibration-Noise Fusion in Metro System 振噪融合的地铁钢轨波磨快速测量方法".Xinan Jiaotong Daxue Xuebao/Journal of Southwest Jiaotong University 58.3(2023):677-684.