Rolling element bearing fault diagnosis using convolutional neural network and vibration image

Cognitive Systems Research ◽

10.1016/j.cogsys.2018.03.002 ◽

2019 ◽

Vol 53 ◽

pp. 42-50 ◽

Cited By ~ 86

Author(s):

Duy-Tang Hoang ◽

Hee-Jun Kang

Keyword(s):

Neural Network ◽

Fault Diagnosis ◽

Convolutional Neural Network ◽

Rolling Element Bearing ◽

Bearing Fault ◽

Bearing Fault Diagnosis ◽

Rolling Element ◽

Element Bearing

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Rolling Element Bearing Fault Diagnosis Using Compressed Sensing and Convolutional Neural Network

Structural Health Monitoring 2019 ◽

10.12783/shm2019/32413 ◽

2019 ◽

Author(s):

ZHANG JI-WANG ◽

DING KE-QIN

Keyword(s):

Neural Network ◽

Fault Diagnosis ◽

Compressed Sensing ◽

Convolutional Neural Network ◽

Rolling Element Bearing ◽

Bearing Fault ◽

Bearing Fault Diagnosis ◽

Rolling Element ◽

Element Bearing

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Convolutional Neural Network Based Rolling-Element Bearing Fault Diagnosis for Naturally Occurring and Progressing Defects Using Time-Frequency Domain Features

2019 Prognostics and System Health Management Conference (PHM-Paris) ◽

10.1109/phm-paris.2019.00061 ◽

2019 ◽

Cited By ~ 1

Author(s):

Vibhor Pandhare ◽

Jaskaran Singh ◽

Jay Lee

Keyword(s):

Neural Network ◽

Fault Diagnosis ◽

Convolutional Neural Network ◽

Frequency Domain ◽

Rolling Element Bearing ◽

Time Frequency ◽

Bearing Fault Diagnosis ◽

Naturally Occurring ◽

Rolling Element ◽

Element Bearing

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Rolling Element Bearing Fault Diagnosis for Complex Equipment based on MFMD and BP Neural Network

Journal of Physics Conference Series ◽

10.1088/1742-6596/1948/1/012113 ◽

2021 ◽

Vol 1948 (1) ◽

pp. 012113

Author(s):

Junfeng Liu ◽

Xiang Yu

Keyword(s):

Neural Network ◽

Fault Diagnosis ◽

Bp Neural Network ◽

Rolling Element Bearing ◽

Bearing Fault ◽

Bearing Fault Diagnosis ◽

Rolling Element ◽

Element Bearing ◽

Complex Equipment

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Development of EBP-Artificial neural network expert system for rolling element bearing fault diagnosis

Journal of Vibration and Control ◽

10.1177/1077546310361858 ◽

2010 ◽

Vol 17 (8) ◽

pp. 1131-1148 ◽

Cited By ~ 72

Author(s):

Pratesh Jayaswal ◽

SN Verma ◽

AK Wadhwani

Keyword(s):

Neural Network ◽

Artificial Neural Network ◽

Fault Diagnosis ◽

Expert System ◽

Rolling Element Bearing ◽

Bearing Fault ◽

Bearing Fault Diagnosis ◽

Rolling Element ◽

Element Bearing ◽

Artificial Neural

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Rolling element bearing fault diagnosis using recursive wavelet and SOM neural network

2013 25th Chinese Control and Decision Conference (CCDC) ◽

10.1109/ccdc.2013.6561782 ◽

2013 ◽

Cited By ~ 2

Author(s):

Liying Jiang ◽

Xinxin Fu ◽

Jianguo Cui ◽

Zhonghai Li

Keyword(s):

Neural Network ◽

Fault Diagnosis ◽

Rolling Element Bearing ◽

Bearing Fault ◽

Bearing Fault Diagnosis ◽

Rolling Element ◽

Element Bearing ◽

Som Neural Network

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A Rolling Element Bearing Fault Diagnosis Approach Based on Multifractal Theory and Gray Relation Theory

PLoS ONE ◽

10.1371/journal.pone.0167587 ◽

2016 ◽

Vol 11 (12) ◽

pp. e0167587 ◽

Cited By ~ 10

Author(s):

Jingchao Li ◽

Yunpeng Cao ◽

Yulong Ying ◽

Shuying Li

Keyword(s):

Fault Diagnosis ◽

Relation Theory ◽

Rolling Element Bearing ◽

Bearing Fault ◽

Bearing Fault Diagnosis ◽

Rolling Element ◽

Multifractal Theory ◽

Element Bearing ◽

Diagnosis Approach

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Rolling Element Bearing Fault Diagnosis Based on EEMD and Index of Envelope Spectrum Sparse Ratio

10.1109/icitbs53129.2021.00090 ◽

2021 ◽

Author(s):

Zhe Li ◽

Menghao Zhang ◽

Longlong Li ◽

Runlin Chen ◽

Yanchao Zhang ◽

...

Keyword(s):

Fault Diagnosis ◽

Rolling Element Bearing ◽

Bearing Fault ◽

Bearing Fault Diagnosis ◽

Rolling Element ◽

Element Bearing ◽

Envelope Spectrum

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Simulation-driven Domain Adaptation for Rolling Element Bearing Fault Diagnosis

IEEE Transactions on Industrial Informatics ◽

10.1109/tii.2021.3103412 ◽

2021 ◽

pp. 1-1

Author(s):

Chenyu Liu ◽

Konstantinos Gryllias

Keyword(s):

Fault Diagnosis ◽

Domain Adaptation ◽

Rolling Element Bearing ◽

Bearing Fault ◽

Bearing Fault Diagnosis ◽

Rolling Element ◽

Element Bearing

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Intelligent Fault Diagnosis of Rolling Element Bearing Based on Convolutional Neural Network and Frequency Spectrograms

2019 IEEE International Conference on Prognostics and Health Management (ICPHM) ◽

10.1109/icphm.2019.8819444 ◽

2019 ◽

Cited By ~ 3

Author(s):

Pengfei Liang ◽

Chao Deng ◽

Jun Wu ◽

Zhixin Yang ◽

Jinxuan Zhu

Keyword(s):

Neural Network ◽

Fault Diagnosis ◽

Convolutional Neural Network ◽

Rolling Element Bearing ◽

Intelligent Fault Diagnosis ◽

Rolling Element ◽

Element Bearing

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An improved complementary ensemble empirical mode decomposition with adaptive noise and its application to rolling element bearing fault diagnosis

ISA Transactions ◽

10.1016/j.isatra.2019.01.038 ◽

2019 ◽

Vol 91 ◽

pp. 218-234 ◽

Cited By ~ 18

Author(s):

Yao Cheng ◽

Zhiwei Wang ◽

Bingyan Chen ◽

Weihua Zhang ◽

Guanhua Huang

Keyword(s):

Fault Diagnosis ◽

Empirical Mode Decomposition ◽

Ensemble Empirical Mode Decomposition ◽

Rolling Element Bearing ◽

Bearing Fault ◽

Bearing Fault Diagnosis ◽

Mode Decomposition ◽

Rolling Element ◽

Element Bearing ◽

Adaptive Noise

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