Fault diagnosis of rolling bearing with uneven data distribution based on continuous wavelet transform and deep convolution generated adversarial network

Tian Han; Zhiqiang Chao

doi:10.1007/s40430-021-03152-9

Fault diagnosis of rolling bearing with uneven data distribution based on continuous wavelet transform and deep convolution generated adversarial network

Journal of the Brazilian Society of Mechanical Sciences and Engineering ◽

10.1007/s40430-021-03152-9 ◽

2021 ◽

Vol 43 (9) ◽

Author(s):

Tian Han ◽

Zhiqiang Chao

Keyword(s):

Wavelet Transform ◽

Fault Diagnosis ◽

Continuous Wavelet Transform ◽

Data Distribution ◽

Rolling Bearing ◽

Continuous Wavelet ◽

Adversarial Network

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Rolling bearing fault diagnosis based on continuous wavelet transform and transfer convolutional neural network

10.1117/12.2615182 ◽

2021 ◽

Author(s):

Yuehua Lai ◽

Jianxun Chen ◽

Ganlong Wang ◽

Zeshen Wang ◽

Pu Miao

Keyword(s):

Neural Network ◽

Wavelet Transform ◽

Fault Diagnosis ◽

Convolutional Neural Network ◽

Continuous Wavelet Transform ◽

Rolling Bearing ◽

Continuous Wavelet ◽

Bearing Fault ◽

Bearing Fault Diagnosis

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Intelligent fault diagnosis of rotating machinery based on continuous wavelet transform-local binary convolutional neural network

Knowledge-Based Systems ◽

10.1016/j.knosys.2021.106796 ◽

2021 ◽

Vol 216 ◽

pp. 106796

Author(s):

Yiwei Cheng ◽

Manxi Lin ◽

Jun Wu ◽

Haiping Zhu ◽

Xinyu Shao

Keyword(s):

Neural Network ◽

Wavelet Transform ◽

Fault Diagnosis ◽

Convolutional Neural Network ◽

Continuous Wavelet Transform ◽

Rotating Machinery ◽

Continuous Wavelet ◽

Intelligent Fault Diagnosis

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Bearing fault diagnosis based on time scale spectrum of continuous wavelet transform

2011 Eighth International Conference on Fuzzy Systems and Knowledge Discovery (FSKD) ◽

10.1109/fskd.2011.6019822 ◽

2011 ◽

Cited By ~ 4

Author(s):

Hui Li

Keyword(s):

Wavelet Transform ◽

Fault Diagnosis ◽

Continuous Wavelet Transform ◽

Time Scale ◽

Continuous Wavelet ◽

Bearing Fault ◽

Bearing Fault Diagnosis

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GEAR FAULT DIAGNOSIS BASED ON CONTINUOUS WAVELET TRANSFORM

Mechanical Systems and Signal Processing ◽

10.1006/mssp.2002.1482 ◽

2002 ◽

Vol 16 (2-3) ◽

pp. 447-457 ◽

Cited By ~ 138

Author(s):

H. ZHENG ◽

Z. LI ◽

X. CHEN

Keyword(s):

Wavelet Transform ◽

Fault Diagnosis ◽

Continuous Wavelet Transform ◽

Continuous Wavelet ◽

Gear Fault ◽

Gear Fault Diagnosis

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Fault Diagnosis of Rolling Element Bearing Using a Mesh of Continuous Wavelet Transform and Visual Geometry Group 19 (VGG-19)

2021 IEEE International Conference on Artificial Intelligence and Computer Applications (ICAICA) ◽

10.1109/icaica52286.2021.9498027 ◽

2021 ◽

Author(s):

Muhammad Ali Sher ◽

Umar Muhammad ◽

Xiaojie Yu ◽

Qiao Hu

Keyword(s):

Wavelet Transform ◽

Fault Diagnosis ◽

Continuous Wavelet Transform ◽

Rolling Element Bearing ◽

Continuous Wavelet ◽

Rolling Element ◽

Element Bearing ◽

Visual Geometry

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Gearbox fault diagnosis under fluctuating load conditions with independent angular re-sampling technique, continuous wavelet transform and multilayer perceptron neural network

IET Science Measurement & Technology ◽

10.1049/iet-smt.2016.0291 ◽

2017 ◽

Vol 11 (2) ◽

pp. 220-225 ◽

Cited By ~ 14

Author(s):

Amandeep Singh ◽

Anand Parey

Keyword(s):

Neural Network ◽

Wavelet Transform ◽

Fault Diagnosis ◽

Continuous Wavelet Transform ◽

Multilayer Perceptron ◽

Sampling Technique ◽

Continuous Wavelet ◽

Load Conditions

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Parameters optimization of continuous wavelet transform and its application in acoustic emission signal analysis of rolling bearing

Chinese Journal of Mechanical Engineering ◽

10.3901/cjme.2007.02.104 ◽

2007 ◽

Vol 20 (02) ◽

pp. 104 ◽

Cited By ~ 7

Author(s):

Xinming ZHANG

Keyword(s):

Acoustic Emission ◽

Wavelet Transform ◽

Continuous Wavelet Transform ◽

Acoustic Emission Signal ◽

Signal Analysis ◽

Rolling Bearing ◽

Parameters Optimization ◽

Continuous Wavelet ◽

Emission Signal

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FAULT DIAGNOSIS FOR GEARBOXGEAR BASED ON CONTINUOUS WAVELET TRANSFORM

Journal of Mechanical Engineering ◽

10.3901/jme.2002.03.069 ◽

2002 ◽

Vol 38 (03) ◽

pp. 69 ◽

Cited By ~ 5

Author(s):

Haibo Zheng

Keyword(s):

Wavelet Transform ◽

Fault Diagnosis ◽

Continuous Wavelet Transform ◽

Continuous Wavelet

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APPLICATION RESEARCH OF CONTINUOUS WAVELET TRANSFORM IN CRACK FAULT DIAGNOSIS OF TRANSMISSION GEAR

Wavelet Active Media Technology and Information Processing ◽

10.1142/9789812772763_0175 ◽

2006 ◽

Author(s):

XIU-WEN YANG ◽

JIE CHEN ◽

SHUN-PENG ZENG ◽

ZHI-WU CAI

Keyword(s):

Wavelet Transform ◽

Fault Diagnosis ◽

Continuous Wavelet Transform ◽

Continuous Wavelet ◽

Application Research ◽

Transmission Gear

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FEATURE DETECTION AND FAULT DIAGNOSIS BASED ON CONTINUOUS WAVELET TRANSFORM

Journal of Mechanical Engineering ◽

10.3901/jme.2000.12.095 ◽

2000 ◽

Vol 36 (12) ◽

pp. 95 ◽

Cited By ~ 11

Author(s):

Jing Lin

Keyword(s):

Wavelet Transform ◽

Fault Diagnosis ◽

Continuous Wavelet Transform ◽

Feature Detection ◽

Continuous Wavelet

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