热门出版物
标题/作者年份
Automatic metallic surface defect detection and recognition with convolutional neural networks
X Tao, D Zhang, W Ma, X Liu, D Xu
Applied Sciences 8 (9), 1575
2018
Fault diagnosis of single-phase induction motor based on acoustic signals
A Glowacz
Mechanical Systems and Signal Processing 117, 65-80
2019
Signal based condition monitoring techniques for fault detection and diagnosis of induction motors: A state-of-the-art review
P Gangsar, R Tiwari
Mechanical systems and signal processing 144, 106908
2020
Fault diagnosis for UAV blades using artificial neural network
G Iannace, G Ciaburro, A Trematerra
Robotics 8 (3), 59
2019
Time-frequency squeezing and generalized demodulation combined for variable speed bearing fault diagnosis
W Huang, G Gao, N Li, X Jiang, Z Zhu
IEEE Transactions on Instrumentation and Measurement 68 (8), 2819-2829
2018
Sounds and acoustic emission-based early fault diagnosis of induction motor: A review study
O AlShorman, F Alkahatni, M Masadeh, M Irfan, A Glowacz, F Althobiani, ...
Advances in Mechanical Engineering 13 (2), 1687814021996915
2021
Planetary gears feature extraction and fault diagnosis method based on VMD and CNN
C Liu, G Cheng, X Chen, Y Pang
Sensors 18 (5), 1523
2018
A PCA and two-stage Bayesian sensor fusion approach for diagnosing electrical and mechanical faults in induction motors
A Stief, JR Ottewill, J Baranowski, M Orkisz
IEEE Transactions on Industrial Electronics 66 (12), 9510-9520
2019
End-to-end convolutional neural network model for gear fault diagnosis based on sound signals
Y Yao, H Wang, S Li, Z Liu, G Gui, Y Dan, J Hu
Applied Sciences 8 (9), 1584
2018
Role of artificial intelligence in rotor fault diagnosis: A comprehensive review
AG Nath, SS Udmale, SK Singh
Artificial Intelligence Review 54, 2609-2668
2021
An integrated self-diagnosis system for an autonomous vehicle based on an IoT gateway and deep learning
YN Jeong, SR Son, EH Jeong, BK Lee
Applied Sciences 8 (7), 1164
2018
Development of the non-iterative supervised learning predictor based on the ito decomposition and SGTM neural-like structure for managing medical insurance costs
R Tkachenko, I Izonin, P Vitynskyi, N Lotoshynska, O Pavlyuk
Data 3 (4), 46
2018
Bearing fault classification of induction motors using discrete wavelet transform and ensemble machine learning algorithms
R Nishat Toma, JM Kim
Applied Sciences 10 (15), 5251
2020
A three-dimensional geometric features-based SCA algorithm for compound faults diagnosis
Y Hao, L Song, L Cui, H Wang
Measurement 134, 480-491
2019
Fault diagnosis of induction motor using convolutional neural network
JH Lee, JH Pack, IS Lee
Applied Sciences 9 (15), 2950
2019
Rolling bearing fault diagnosis based on an improved HTT transform
B Pang, G Tang, T Tian, C Zhou
Sensors 18 (4), 1203
2018
Fall detection through acoustic local ternary patterns
SM Adnan, A Irtaza, S Aziz, MO Ullah, A Javed, MT Mahmood
Applied Acoustics 140, 296-300
2018
A new l0-norm embedded MED method for roller element bearing fault diagnosis at early stage of damage
X Jiang, X Cheng, J Shi, W Huang, C Shen, Z Zhu
Measurement 127, 414-424
2018
Classification of children’s sitting postures using machine learning algorithms
YM Kim, Y Son, W Kim, B Jin, MH Yun
Applied Sciences 8 (8), 1280
2018
Research on fault diagnosis of gearbox with improved variational mode decomposition
Z Wang, J Wang, W Du
Sensors 18 (10), 3510
2018
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