Title / AuthorYear
Big data for modern industry: challenges and trends [point of view]
S Yin, O Kaynak
Proceedings of the IEEE 103 (2), 143-146
2015
Deep learning and its applications to machine health monitoring
R Zhao, R Yan, Z Chen, K Mao, P Wang, RX Gao
Mechanical Systems and Signal Processing 115, 213-237
2019
A review of architectures and concepts for intelligence in future electric energy systems
T Strasser, F Andrén, J Kathan, C Cecati, C Buccella, P Siano, P Leitao, ...
IEEE Transactions on Industrial Electronics 62 (4), 2424-2438
2014
Performance monitoring for vehicle suspension system via fuzzy positivistic C-means clustering based on accelerometer measurements
S Yin, Z Huang
IEEE/ASME Transactions On Mechatronics 20 (5), 2613-2620
2014
Learning to monitor machine health with convolutional bi-directional LSTM networks
R Zhao, R Yan, J Wang, K Mao
Sensors 17 (2), 273
2017
Robust backstepping sliding-mode control and observer-based fault estimation for a quadrotor UAV
F Chen, R Jiang, K Zhang, B Jiang, G Tao
IEEE Transactions on Industrial Electronics 63 (8), 5044-5056
2016
Adaptive fuzzy control of strict-feedback nonlinear time-delay systems with unmodeled dynamics
S Yin, P Shi, H Yang
IEEE transactions on cybernetics 46 (8), 1926-1938
2015
Fault-tolerant sliding-mode-observer synthesis of Markovian jump systems using quantized measurements
P Shi, M Liu, L Zhang
IEEE Transactions on Industrial Electronics 62 (9), 5910-5918
2015
Value iteration adaptive dynamic programming for optimal control of discrete-time nonlinear systems
Q Wei, D Liu, H Lin
IEEE Transactions on cybernetics 46 (3), 840-853
2015
Battery health prognosis for electric vehicles using sample entropy and sparse Bayesian predictive modeling
X Hu, J Jiang, D Cao, B Egardt
IEEE Transactions on Industrial Electronics 63 (4), 2645-2656
2015
Motor bearing fault detection using spectral kurtosis-based feature extraction coupled with K-nearest neighbor distance analysis
J Tian, C Morillo, MH Azarian, M Pecht
IEEE Transactions on Industrial Electronics 63 (3), 1793-1803
2015
Multimodal deep support vector classification with homologous features and its application to gearbox fault diagnosis
C Li, RV Sanchez, G Zurita, M Cerrada, D Cabrera, RE Vásquez
Neurocomputing 168, 119-127
2015
Performance-driven distributed PCA process monitoring based on fault-relevant variable selection and Bayesian inference
Q Jiang, X Yan, B Huang
IEEE Transactions on Industrial Electronics 63 (1), 377-386
2015
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
Machine health monitoring using local feature-based gated recurrent unit networks
R Zhao, D Wang, R Yan, K Mao, F Shen, J Wang
IEEE Transactions on Industrial Electronics 65 (2), 1539-1548
2017
Neural learning control of marine surface vessels with guaranteed transient tracking performance
SL Dai, M Wang, C Wang
IEEE Transactions on Industrial Electronics 63 (3), 1717-1727
2015
A combined fault-tolerant and predictive control for network-based industrial processes
T Wang, H Gao, J Qiu
IEEE Transactions on Industrial Electronics 63 (4), 2529-2536
2016
Adaptive output-feedback controller design for switched nonlinear stochastic systems with a modified average dwell-time method
B Niu, HR Karimi, H Wang, Y Liu
IEEE Transactions on Systems, Man, and Cybernetics: Systems 47 (7), 1371-1382
2016
Adaptive fault-tolerant compensation control for Markovian jump systems with mismatched external disturbance
M Liu, DWC Ho, P Shi
Automatica 58, 5-14
2015
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
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