Title / AuthorYear
Real-time motor fault detection by 1-D convolutional neural networks
T Ince, S Kiranyaz, L Eren, M Askar, M Gabbouj
IEEE Transactions on Industrial Electronics 63 (11), 7067-7075
2016
A new convolutional neural network-based data-driven fault diagnosis method
L Wen, X Li, L Gao, Y Zhang
IEEE Transactions on Industrial Electronics 65 (7), 5990-5998
2017
A deep convolutional neural network with new training methods for bearing fault diagnosis under noisy environment and different working load
W Zhang, C Li, G Peng, Y Chen, Z Zhang
Mechanical Systems and Signal Processing 100, 439-453
2018
Bayesian networks in fault diagnosis
B Cai, L Huang, M Xie
IEEE Transactions on Industrial Informatics 13 (5), 2227-2240
2017
Deep model based domain adaptation for fault diagnosis
W Lu, B Liang, Y Cheng, D Meng, J Yang, T Zhang
IEEE Transactions on Industrial Electronics 64 (3), 2296-2305
2016
A data-driven fault diagnosis methodology in three-phase inverters for PMSM drive systems
B Cai, Y Zhao, H Liu, M Xie
IEEE Transactions on Power Electronics 32 (7), 5590-5600
2016
Unknown input observer-based robust fault estimation for systems corrupted by partially decoupled disturbances
Z Gao, X Liu, MZQ Chen
IEEE Transactions on Industrial Electronics 63 (4), 2537-2547
2015
A new deep transfer learning based on sparse auto-encoder for fault diagnosis
L Wen, L Gao, X Li
IEEE Transactions on Systems, Man, and Cybernetics: Systems 49 (1), 136-144
2017
Grey wolf optimizer algorithm-based tuning of fuzzy control systems with reduced parametric sensitivity
RE Precup, RC David, EM Petriu
IEEE Transactions on Industrial Electronics 64 (1), 527-534
2016
Actuator and sensor faults estimation based on proportional integral observer for TS fuzzy model
T Youssef, M Chadli, HR Karimi, R Wang
Journal of the Franklin Institute 354 (6), 2524-2542
2017
Finite time fault tolerant control for robot manipulators using time delay estimation and continuous nonsingular fast terminal sliding mode control
M Van, SS Ge, H Ren
IEEE transactions on cybernetics 47 (7), 1681-1693
2016
Dislocated time series convolutional neural architecture: An intelligent fault diagnosis approach for electric machine
R Liu, G Meng, B Yang, C Sun, X Chen
IEEE Transactions on Industrial Informatics 13 (3), 1310-1320
2016
Fault diagnosis for rotating machinery using vibration measurement deep statistical feature learning
C Li, RV Sánchez, G Zurita, M Cerrada, D Cabrera
Sensors 16 (6), 895
2016
A fast reliable image quality predictor by fusing micro-and macro-structures
K Gu, L Li, H Lu, X Min, W Lin
IEEE Transactions on Industrial Electronics 64 (5), 3903-3912
2017
Recent progress on decoupling diagnosis of hybrid failures in gear transmission systems using vibration sensor signal: A review
Z Li, Y Jiang, C Hu, Z Peng
Measurement 90, 4-19
2016
Real-time fault diagnosis and fault-tolerant control
Z Gao, SX Ding, C Cecati
IEEE Transactions on industrial Electronics 62 (6), 3752-3756
2015
Transfer learning with neural networks for bearing fault diagnosis in changing working conditions
R Zhang, H Tao, L Wu, Y Guan
IEEE Access 5, 14347-14357
2017
Sparse feature identification based on union of redundant dictionary for wind turbine gearbox fault diagnosis
Z Du, X Chen, H Zhang, R Yan
IEEE transactions on industrial electronics 62 (10), 6594-6605
2015
Neural adaptive observer-based sensor and actuator fault detection in nonlinear systems: Application in UAV
A Abbaspour, P Aboutalebi, KK Yen, A Sargolzaei
ISA transactions 67, 317-329
2017
Multi-dimensional variational mode decomposition for bearing-crack detection in wind turbines with large driving-speed variations
Z Li, Y Jiang, Q Guo, C Hu, Z Peng
Renewable Energy 116, 55-73
2018
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