REVIEW OF HEALTH MONITORING AND FAULT DIAGNOSIS OF AXLE-BOX BEARING OF HIGH-SPEED TRAIN

被引：0
|
作者：
Gu X. [1 ]
Yang S. [1 ]
Liu W. [1 ]
Liu Z. [1 ]
机构：
[1] State Key Laboratory of Mechanical Behavior and System Safety of Traffic Engineering Structures, Shijiazhuang Tiedao University, Shijiazhuang 050043, China, Key Laboratory of Mechanical Behavior Evolution and Control of Traffic Engineering Structures of He
来源：
Lixue Xuebao/Chinese Journal of Theoretical and Applied Mechanics | 2022年 / 54卷 / 07期
关键词：
axle-box bearing; condition monitoring; fault diagnosis; prognostics and health management;
D O I：
10.6052/0459-1879-22-007
中图分类号：
学科分类号：
摘要：
With the flourishing development of high-speed train in China, research on the fault prognostics and health management has been paid more and more attention during its service and maintenance. Axle-box bearing is a key rotating component of the bogie in high-speed trains. Under the complex wheel-rail interaction, it is prone to cause in-service failures due to fatigue, overload, etc., which seriously affect the operational efficiency and safety of the train. However, the existing diagnosis methods cannot meet the dynamic and systematic requirements of modern high-speed train. It is necessary to develop more effective health monitoring and diagnosis techniques. In this paper, the state-of-art condition monitoring and fault detection systems and methods for axle-box bearing in maintenance, wayside and on-board are firstly introduced. Then, a review is presented including theoretical modeling and dynamic analysis of the coupled system of axle-box bearing and high-speed train, fault diagnosis of axle-box bearing based on signal processing and machine learning technologies from both positive and negative perspectives of dynamics. At last, the crucial points for further exploring methods and technologies in prognostics and health management of the axle-box bearing are summarized. © 2022 Chinese Journal of Theoretical and Applied Mechanics Press. All rights reserved.
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页码：1780 / 1796
页数：16
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共 134 条
  • [1] Indigenous and integrated innovation driving the boom in China's high-speed rail technologies, Engineering, 1, 1, pp. 9-10, (2015)
  • [2] Xiao Qian, Wang Danhong, Chen Daoyun, Et al., Review on mechanism and influence of wheel-rail excitation of high-speed train, Journal of Traffic and Transportation Engineering, 21, 3, pp. 93-109, (2021)
  • [3] Symonds N, Corni I, Wood RJK, Et al., Observing early stage rail axle bearing damage, Engineering Failure Analysis, 56, pp. 216-232, (2015)
  • [4] Corni I, Symonds N, Birrell CE, Et al., Characterization and mapping of rolling contact fatigue in rail-axle bearings, Engineering Failure Analysis, 82, pp. 617-630, (2017)
  • [5] Wang Xi, Hou Yu, Sun Shouguang, Et al., Research Progress on key mechanical parameters of high speed train bearing reliability evaluation, Chinese Journal of Theoretical and Applied Mechanics, 53, 1, pp. 19-34, (2021)
  • [6] Song Hongzhi, Li Li, Yang Xingkuan, Et al., Development and prospect for fault diagnosis and remain life prediction of high speed locomotive bearings, Bearing, 3, pp. 61-67, (2020)
  • [7] Feng Gengbin, Li Zhi, Dynamical detection technology on the running parts of the locomotive, Railway Locomotive & Car, 23, 6, pp. 19-23, (2003)
  • [8] Tang Deyao, Zheng Changyan, JK86411 Automatic diagnostic system for testing the bearings of the wheel-set of the railroad rolling stock without disassembly, Measurement & Control Technology, 1, pp. 10-18, (1992)
  • [9] Tang Deyao, Wang Ping, Wang Dingxiao, Et al., Application of resonance demodulation technology in fault diagnosis and maintenance of Equipment, Manufacturing Design Technology, 5, pp. 44-45, (2000)
  • [10] Zhang Qing, Zhao Yan'an, Jia Weiyin, Et al., Non-disassembling detection system of wheel bearing, Journal of Vibration Measurement & Diagnosis, 24, 1, pp. 67-70, (2004)
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