Page 86 - 《振动工程学报》2026年第5期
P. 86
1290 振 动 工 程 学 报 第 39 卷
of Mechanical Engineering,2017,53(7):104-112. 2019,15(6):3492-3501.
[6] WU Z H,HUANG N E. Ensemble empirical mode decompo- [18] SADOUGHI M, HU C. Physics-based convolutional neural
sition:a noise-assisted data analysis method[J]. Advances in network for fault diagnosis of rolling element bearings[J].
Adaptive Data Analysis,2009,1(1):1-41. IEEE Sensors Journal,2019,19(11):4181-4192.
[7] GU F,WANG T,ALWODAI A,et al. A new method of [19] DENG W K, NGUYEN K T P, MEDJAHER K, et al.
accurate broken rotor bar diagnosis based on modulation signal Rotor dynamics informed deep learning for detection,identi-
bispectrum analysis of motor current signals[J]. Mechanical fication, and localization of shaft crack and unbalance
Systems and Signal Processing,2015,50-51:400-413. defects[J]. Advanced Engineering Informatics, 2023, 58:
[8] 陆志杰,张子恒,马晨波,等. AVMD 及其在滚动轴承早 102128.
期故障诊断中的应用 [J]. 振动工程学报,2025,38(12): [20] 高淑芝,任玉龙,李天池,等. 利用振动幅值进行滚动轴
3101-3112. 承外滚道故障定位 [J]. 机械设计与制造,2024(3):40-42.
LU Zhijie, ZHANG Ziheng, MA Chenbo, et al. AVMD GAO Shuzhi,REN Yulong,LI Tianchi,et al. Using vibration
and its application on incipient fault diagnosis of rolling bear- amplitude or fault location of rolling bearing outer raceway[J].
ings[J]. Journal of Vibration Engineering, 2025, 38( 12) : Machinery Design and Manufacture,2024(3):40-42.
3101-3112. [21] 刘强,方彤,董一凝,等. 基于动态建模与重构的列车轴
[9] BORGHESANI P,PENNACCHI P,RANDALL R B,et al. 承故障检测和定位 [J]. 自动化学报,2019,45(12):2233-
Application of cepstrum pre-whitening for the diagnosis of 2241.
bearing faults under variable speed conditions[J]. Mechanical LIU Qiang,FANG Tong,DONG Yining,et al. Dynamic
Systems and Signal Processing,2013,36(2):370-384. modeling and reconstruction based fault detection and location
[10] CHEN B Y,ZHANG W H,XI GU J,et al. Product enve- of train bearings[J]. Acta Automatica Sinica, 2019,
lope spectrum optimization-gram: an enhanced envelope 45(12):2233-2241.
analysis for rolling bearing fault diagnosis[J]. Mechanical [22] 高瑞斌,张飞斌. 基于多传感信号融合处理的滚动轴承故
Systems and Signal Processing,2023,193:110270. 障定位诊断方法 [J]. 电机与控制应用,2023,50(12):1-9.
[11] LIN Y B,HUANG S Q,CHEN B Y,et al. A novel drum- GAO Ruibin,ZHANG Feibin. Rolling bearing fault diagno-
shaped metastructure aided weak signal enhancement method sis and localization based on multi-sensor signal fusion
for bearing fault diagnosis[J]. Mechanical Systems and Signal processing[J]. Electric Machines and Control Application,
Processing,2024,209:111077. 2023,50(12):1-9.
[12] DENG J,LIU H,FANG H R,et al. MgNet:a fault diag- [23] ELNADY M E,SINHA J K,OYADIJI S O. Identification
nosis approach for multi-bearing system based on auxiliary of critical speeds of rotating machines using on-shaft wireless
bearing and multi-granularity information fusion[J]. Mechani- vibration measurement[J]. Journal of Physics: Conference
cal Systems and Signal Processing,2023,193:110253. Series,2012,364:012142.
[13] 江文涛,郭永杰,伍星,等. 基于共振解调波束形成的滚动 [24] FENG G,ZHAO H,GU F,et al. Efficient implementation
轴承故障定位方法研究 [J]. 机械设计,2024,41(4):42-48. of envelope analysis on resources limited wireless sensor
JIANG Wentao, GUO Yongjie, WU Xing, et al. Fault nodes for accurate bearing fault diagnosis[J]. Measurement,
localization method based on resonance demodulation beam- 2017,110:307-318.
forming for rolling bearings[J]. Journal of Machine Design, [25] SHI D W,FENG G J,DU X D,et al. The design and fabri-
2024,41(4):42-48. cation of an on-rotor sensing wireless vibration node for motor
[14] SINGH M,SHAIK A G. Faulty bearing detection,classifi- condition monitoring[J]. IEEE Transactions on Instrumenta-
cation and location in a three-phase induction motor based on tion and Measurement,2024,73:3530511.
Stockwell transform and support vector machine[J]. Measure- [26] CHEN Y,ZHANG H,LI X,et al. Wear parameters identi-
ment,2019,131:524-533.
fication of hydrodynamic bearing based on operational modal
[15] 柳小勤,汤林江,侯凯泽,等. 基于声发射的滚动轴承损
analysis and on-rotor sensing technology[J]. Tribology Interna-
伤定位方法研究 [J]. 振动与冲击,2020,39(15):176-182.
tional,2024,198:109840.
LIU Xiaoqin, TANG Linjiang, HOU Kaize, et al. Fault
[27] TIAN J Y,WANG P F,XU H Y,et al. Nonlinear vibra-
localization for rolling bearing based on AE[J]. Journal of
tion characteristics of rolling bearing considering flexible cage
Vibration and Shock,2020,39(15):176-182.
fracture[J]. International Journal of Non-Linear Mechanics,
[16] 沈田,刘宗阳,李豪,等. 结合门控循环单元的轴承故障
2023,156:104478.
声发射信息表征机制与定位 [J]. 振动工程学报,2024,
[28] XU M M,FENG G J,HE Q B,et al. Vibration characteris-
37(8):1442-1450.
tics of rolling element bearings with different radial clearances
SHEN Tian, LIU Zongyang, LI Hao, et al. Characteriza-
for condition monitoring of wind turbine[J]. Applied
tion mechanism and location of bearing fault acoustic emis-
Sciences,2020,10(14):4731.
sion information combined with gate recurrent unit[J]. Journal
of Vibration Engineering,2024,37(8):1442-1450.
第一作者:陈 阳(1996—),女,博士,讲师。
[17] PARVATHI SANGEETHA B,HEMAMALINI S. Rational-
E-mail:y_chen_ang@163.com
dilation wavelet transform based torque estimation from acous-
tic signals for fault diagnosis in a three-phase induction 通信作者:李学军(1969—),男,博士,教授。
motor[J]. IEEE Transactions on Industrial Informatics, E-mail:hnkjdxlxj@163.com

