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Zhilin Dong

An intelligent bearing fault diagnosis framework: one-dimensional improved self-attention-enhanced CNN and empirical wavelet transform
2024 · Zhilin Dong, Dezun Zhao, et al. · Nonlinear Dynamics · 125
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Triplet attention-enhanced residual tree-inspired decision network: A hierarchical fault diagnosis model for unbalanced bearing datasets
2023 · Lingli Cui, Zhilin Dong, et al. · Advanced Engineering Informatics · 96
Composite multi-scale weighted permutation entropy and extreme learning machine based intelligent fault diagnosis for rolling bearing
2019 · Jinde Zheng, Zhilin Dong, et al. · Measurement · 94
Double attention-guided tree-inspired grade decision network: A method for bearing fault diagnosis of unbalanced samples under strong noise conditions
2025 · Zhilin Dong, Yonghua Jiang, et al. · Advanced Engineering Informatics · 93
A robust filter and smoother-based expectation–maximization algorithm for bilinear systems with heavy-tailed noise
2025 · Wenjie Wang, Siyu Liu, et al. · Mechanical Systems and Signal Processing · 59
Time-Shift Multi-scale Weighted Permutation Entropy and GWO-SVM Based Fault Diagnosis Approach for Rolling Bearing
2019 · Zhilin Dong, Jinde Zheng, et al. · Entropy · 42
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Composite Multivariate Multi-Scale Permutation Entropy and Laplacian Score Based Fault Diagnosis of Rolling Bearing
2022 · Wanming Ying, Jinyu Tong, et al. · Entropy · 35
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Non-negative wavelet matrix factorization-based bearing fault intelligent classification method
2023 · Zhilin Dong, Dezun Zhao, et al. · Measurement Science and Technology · 31
Recursive prototypical network with coordinate attention: A model for few-shot cross-condition bearing fault diagnosis
2024 · Yonghua Jiang, Zengjie Qiu, et al. · Applied Acoustics · 29
Rotating machinery fault classification based on one-dimensional residual network with attention mechanism and bidirectional gated recurrent unit
2024 · Zhilin Dong, Dezun Zhao, et al. · Measurement Science and Technology · 27
Knowledge extraction and retrieval-augmented generation for intelligent maintenance of wind power equipment based on graph attention networks
2026 · Xueyi Li, Gang Li, et al. · Chinese Journal of Mechanical Engineering · 20
Cross-Conditions Fault Diagnosis of Rolling Bearing Based on Transitional Domain Adversarial Network
2024 · Yonghua Jiang, Yian He, et al. · IEEE Sensors Journal · 19
KAN-HyperMP: An Enhanced Fault Diagnosis Model for Rolling Bearings in Noisy Environments
2024 · Jun Wang, Zhilin Dong, et al. · Sensors · 12
Beyond CNN or Transformer Alone: A GADF-Powered Dual-Branch Network With KAN-Swin Transformer for Fault Diagnosis of Aerospace Bearing
2025 · Liubing Hu, Jinghong Tian, et al. · IEEE Transactions on Automation Science and Engineering · 11
A Multi-Sensor Information Fusion Fault Diagnosis Method for Hydropower Turbine Bearings Based on Multi-Scale Spatiotemporal Graph Neural Networks
2025 · Yongzhong Zeng, Liuyan Tang, et al. · Engineered Science · 9
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A discriminator-free adversarial network for bearing fault diagnosis under unseen operating conditions
2025 · Junjie Yu, Yonghua Jiang, et al. · Applied Acoustics · 7
SPRout-DBN: a cross domain bearing fault diagnosis method based on spatial pyramid pooling residual network-DBN
2024 · Daxuan Lin, Weidong Jiao, et al. · Measurement Science and Technology · 7
MSTKernel Net: a rolling bearing intelligent diagnosis framework based on short-time time–frequency convolution
2024 · Huilin Pan, Weidong Jiao, et al. · Measurement Science and Technology · 5
Adaptive Time-Leaping Gradient Aligned Based Unsupervised Domain Adaptation for Bearing Fault Diagnosis Under Imbalanced Samples
2026 · Daxuan Lin, Weidong Jiao, et al. · IEEE Transactions on Reliability · 4
A domain adaptation bearing fault diagnosis method with strong noise resistance
2025 · Lehang Zhang, Zhigang Wei, et al. · Transactions of the Institute of Measurement and Control · 4
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Adaptive Deeping Siamese Residual Network: A Novel Model for Few-Shot Bearing Fault Diagnosis
2025 · Yonghua Jiang, Maoli Lu, et al. · Machines · 4
A Fault Diagnosis Method for Gas Turbine Rolling Bearings with Variable Speed Based on Dynamic Time-Varying Response and Joint Attention Mechanism
2025 · Hongxun Lv, Zhilin Dong, et al. · Sensors · 3
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A spectral heterogeneous graph neural network with multi-sensor fusion for machine fault diagnosis
2026 · Jun Wang, Zhilin Dong, et al. · Engineering Applications of Artificial Intelligence · 2
An intelligent over-sampling framework with physics-driven guidance for noise robust imbalanced rolling bearing fault diagnosis
2026 · Weidong Jiao, Daxuan Lin, et al. · Applied Soft Computing · 2
Research on dynamic interaction between seated human and railway vehicle focusing on carbody swaying
2026 · Weifang Pan, Jianfeng Sun, et al. · Journal of Vibration and Control · 2
Works count: 51
Citation count: 754
H-index: 12
I10-index: 14
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