| Deep Learning Algorithms for Rotating Machinery Intelligent Diagnosis: An Open Source Benchmark Study Z Zhao, T Li, J Wu, C Sun, S Wang, R Yan, X Chen ISA Transactions 107, 224-255, 2020 | 345 | 2020 |
| Waveletkernelnet: An interpretable deep neural network for industrial intelligent diagnosis T Li, Z Zhao, C Sun, L Cheng, X Chen, R Yan, RX Gao IEEE Transactions on Systems, Man, and Cybernetics: Systems 52 (4), 2302 - 2312, 2021 | 238 | 2021 |
| Multireceptive Field Graph Convolutional Networks for Machine Fault Diagnosis T Li, Z Zhao, C Sun, R Yan, X Chen IEEE Transactions on Industrial Electronics 68 (12), 12739 - 12749, 2020 | 193 | 2020 |
| The emerging graph neural networks for intelligent fault diagnostics and prognostics: A guideline and a benchmark study T Li, Z Zhou, S Li, C Sun, R Yan, X Chen Mechanical Systems and Signal Processing 168, 108653, 2022 | 162 | 2022 |
| Domain Adversarial Graph Convolutional Network for Fault Diagnosis Under Variable Working Conditions T Li, Z Zhao, C Sun, R Yan, X Chen IEEE Transactions on Instrumentation and Measurement 70, 2021 | 149 | 2021 |
| Challenges and opportunities of AI-enabled monitoring, diagnosis & prognosis: A review Z Zhao, J Wu, T Li, C Sun, R Yan, X Chen Chinese Journal of Mechanical Engineering 34 (1), 56, 2021 | 102 | 2021 |
| Hierarchical attention graph convolutional network to fuse multi-sensor signals for remaining useful life prediction T Li, Z Zhao, C Sun, R Yan, X Chen Reliability Engineering & System Safety 215, 107878, 2021 | 94 | 2021 |
| Adaptive Channel Weighted CNN with Multi-Sensor Fusion for Condition Monitoring of Helicopter Transmission System T Li, Z Zhao, C Sun, R Yan, X Chen IEEE Sensors Journal 20 (17), 8364-8373, 2020 | 57 | 2020 |
| Model-driven deep unrolling: Towards interpretable deep learning against noise attacks for intelligent fault diagnosis Z Zhao, T Li, B An, S Wang, B Ding, R Yan, X Chen ISA transactions 129, 644-662, 2022 | 51 | 2022 |
| Explainable Graph Wavelet Denoising Network for Intelligent Fault Diagnosis T Li, C Sun, S Li, Z Wang, X Chen, R Yan IEEE Transactions on Neural Networks and Learning Systems, 2022 | 32 | 2022 |
| Bayesian differentiable architecture search for efficient domain matching fault diagnosis Z Zhou, T Li, Z Zhang, Z Zhao, C Sun, R Yan, X Chen IEEE Transactions on Instrumentation and Measurement 70, 1-11, 2021 | 24 | 2021 |
| Multi-scale CNN for multi-sensor feature fusion in helical gear fault detection T Li, Z Zhao, C Sun, R Yan, X Chen Procedia Manufacturing 49, 89-93, 2020 | 20 | 2020 |
| Improved spiking neural network for intershaft bearing fault diagnosis J Wang, T Li, C Sun, R Yan, X Chen Journal of Manufacturing Systems 65, 208-219, 2022 | 18 | 2022 |
| Physics-constraint variational neural network for wear state assessment of external gear pump W Xu, Z Zhou, T Li, C Sun, X Chen, R Yan IEEE Transactions on Neural Networks and Learning Systems, 2022 | 13 | 2022 |
| Differentiable architecture search for aeroengine bevel gear fault diagnosis Z Zhou, T Li, Z Zhao, C Sun, R Yan, X Chen 2020 International Conference on Sensing, Measurement & Data Analytics in …, 2020 | 13 | 2020 |
| Time-varying trajectory modeling via dynamic governing network for remaining useful life prediction Z Zhou, T Li, Z Zhao, C Sun, X Chen, R Yan, J Jia Mechanical Systems and Signal Processing 182, 109610, 2023 | 12 | 2023 |
| Filter-informed spectral graph wavelet networks for multiscale feature extraction and intelligent fault diagnosis T Li, C Sun, O Fink, Y Yang, X Chen, R Yan IEEE Transactions on Cybernetics, 2023 | 11 | 2023 |
| Multilayer Grad-CAM: An effective tool towards explainable deep neural networks for intelligent fault diagnosis S Li, T Li, C Sun, R Yan, X Chen Journal of Manufacturing Systems 69, 20-30, 2023 | 9 | 2023 |
| WPConvNet: An interpretable wavelet packet kernel-constrained convolutional network for noise-robust fault diagnosis S Li, T Li, C Sun, X Chen, R Yan IEEE Transactions on Neural Networks and Learning Systems, 2023 | 9 | 2023 |
| Graph attention U-Net to fuse multi-sensor signals for long-tailed distribution fault diagnosis Y Yang, T Li, C Sun, L Zhang, R Yan Engineering Applications of Artificial Intelligence 126, 106927, 2023 | 3 | 2023 |
Ruqiang Yan / 严如强UMass,UConn,SEU,CASE,XJTUVerified email at ieee.org
