A Novel Approach of Identifying Railway Track Rail's Modal Frequency From Wheel-Rail Excitation and Its Application in High-Speed Railway Monitoring

被引:11
|
作者
An, Bolun [1 ,2 ]
Gao, Liang [1 ,2 ]
Xin, Tao [1 ,2 ]
Xiang, Guorong [1 ,2 ,3 ]
Wang, Ji [1 ,2 ,3 ]
机构
[1] Beijing Jiaotong Univ, Sch Civil Engn, Beijing 100044, Peoples R China
[2] Beijing Key Lab Track Engn, Beijing 100044, Peoples R China
[3] Beijing Engn Res Ctr Rail Traff Line Safety & Dis, Beijing 100044, Peoples R China
基金
中国国家自然科学基金;
关键词
High-speed railway track; operational modal frequency; synchrosqueezed wavelet transform; variational mode decomposition; FLOATING SLAB TRACK; PARAMETER-IDENTIFICATION; OPERATIONAL CONDITIONS; CORRUGATION; MODEL; VEHICLE; FATIGUE; BRIDGE;
D O I
10.1109/ACCESS.2019.2959444
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
High-speed railway track defects such as rail corrugation, wheel polygonal wear, and rail fastener clip failure are closely related to the modal frequency of the track structure. As the operation time increases, the modal parameters of the track structure will change, and it is necessary to know what they are to diagnose the vibration characteristics. Present methods of modal analysis are limited by measuring points and excitations and cannot be used to extract the operational parameters of the railway track. This paper proposes a novel approach using wheel-rail excitations to identify the rail modal frequency from vibration monitoring data. The approach decomposes the rail acceleration after the wheel-rail excitation passes into intrinsic mode functions and extracts their instantaneous frequencies. The modal frequencies of the rail can be identified from the instantaneous frequencies. To demonstrate the feasibility of the approach, the results using the proposed approach are compared with the modal frequencies of the rail identified using the eigensystem realization algorithm. Then the approach is applied to study the influence of the number of wheel-rail excitations and the number of monitoring points on the identification results in high-speed railway ballastless track rail. The paper concludes that the proposed approach can provide a reliable solution for the identification of the operational modal frequency of track rails based on the monitoring data.
引用
收藏
页码:180986 / 180997
页数:12
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