Standout Papers

Multisensor Feature Fusion for Bearing Fault Diagnosis Using Sparse Autoencoder and Deep Belief Networ... 2017 2026 2020 2023 653
  1. Multisensor Feature Fusion for Bearing Fault Diagnosis Using Sparse Autoencoder and Deep Belief Network (2017)
    Zhuyun Chen, Weihua Li IEEE Transactions on Instrumentation and Measurement
  2. A perspective survey on deep transfer learning for fault diagnosis in industrial scenarios: Theories, applications and challenges (2021)
    Weihua Li, Ruyi Huang et al. Mechanical Systems and Signal Processing
  3. A deep learning method for bearing fault diagnosis based on Cyclic Spectral Coherence and Convolutional Neural Networks (2020)
    Zhuyun Chen, Alexandre Mauricio et al. Mechanical Systems and Signal Processing
  4. Mechanical fault diagnosis using Convolutional Neural Networks and Extreme Learning Machine (2019)
    Zhuyun Chen, Konstantinos Gryllias et al. Mechanical Systems and Signal Processing
  5. Intelligent Fault Diagnosis for Rotary Machinery Using Transferable Convolutional Neural Network (2019)
    Zhuyun Chen, Konstantinos Gryllias et al. IEEE Transactions on Industrial Informatics
  6. Domain Adversarial Transfer Network for Cross-Domain Fault Diagnosis of Rotary Machinery (2020)
    Zhuyun Chen, Guolin He et al. IEEE Transactions on Instrumentation and Measurement
  7. Transfer learning algorithms for bearing remaining useful life prediction: A comprehensive review from an industrial application perspective (2023)
    Jiaxian Chen, Ruyi Huang et al. Mechanical Systems and Signal Processing
  8. A Multi-Source Weighted Deep Transfer Network for Open-Set Fault Diagnosis of Rotary Machinery (2022)
    Zhuyun Chen, Yixiao Liao et al. IEEE Transactions on Cybernetics
  9. Generalized open-set domain adaptation in mechanical fault diagnosis using multiple metric weighting learning network (2023)
    Zhuyun Chen, Jingyan Xia et al. Advanced Engineering Informatics
  10. Knowledge Embedded Autoencoder Network for Harmonic Drive Fault Diagnosis Under Few-Shot Industrial Scenarios (2024)
    Jiaxian Chen, Jingyan Xia et al. IEEE Internet of Things Journal

Immediate Impact

86 standout
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Citing Papers

Digital twin-inspired methods for rotating machinery intelligent fault diagnosis and remaining useful life prediction: A state-of-the-art review and future challenges
2025 Standout
Learning to Imbalanced Open Set Generalize: A Meta-Learning Framework for Enhanced Mechanical Diagnosis
2025 Standout
77 intermediate papers

Works of Zhuyun Chen being referenced

Natural Modal Sketching Network: An Interpretable Approach for Bearing Impulsive Feature Extraction
2024
Sensor-aware CapsNet: Towards trustworthy multisensory fusion for remaining useful life prediction
2023
and 17 more

Author Peers

Author Last Decade Papers Cites
Zhuyun Chen 3114 1864 1005 83 4.0k
Bin Yang 2995 1775 961 58 4.0k
Te Han 2807 1601 851 78 4.0k
Long Wen 2714 1542 819 65 4.1k
René–Vinicio Sánchez 2747 1840 1028 79 3.7k
Konstantinos Gryllias 2829 1850 938 132 3.7k
Min Xia 2230 1428 798 97 3.8k
Xiaoan Yan 2784 1769 1017 91 3.6k
Zhongkui Zhu 3514 2266 1154 152 4.3k
Dongxiang Jiang 2757 1850 857 97 3.9k
Ruyi Huang 2004 1140 637 53 2.7k

All Works

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2026