All Stories

  1. Partially domain-adaptive rolling bearing fault diagnosis based on joint weighting and metric optimization

    Article • Measurement Science and Technology, April 2025, Institute of Physics Publishing

    Shang Zhiwu

  2. Research on digital twin-assisted bearing fault diagnosis method based on virtual-real mapping

    Article • Measurement Science and Technology, October 2024, Institute of Physics Publishing

    Shang Zhiwu

  3. A hybrid semantic attribute-based zero-shot learning model for bearing fault diagnosis under unknown working conditions

    Article • Engineering Applications of Artificial Intelligence, October 2024, Elsevier

    Shang Zhiwu

  4. Hard task-based dual-aligned meta-transfer learning for cross-domain few-shot fault diagnosis

    Article • Journal of Intelligent Manufacturing, September 2024, Springer Science + Business Media

    Shang Zhiwu

  5. Intelligent fault diagnosis of multi-source cross-machine bearings based on center-weighted optimal transport and class-level alignment domain adaptation

    Article • Measurement Science and Technology, August 2024, Institute of Physics Publishing

    Shang Zhiwu

  6. Bearing fault diagnosis based on high-confidence pseudo-labels and dual-view multi-adversarial sparse joint attention network under variable working conditions

    Article • Engineering Applications of Artificial Intelligence, July 2024, Elsevier

    Shang Zhiwu

  7. Multiscale capsule networks with attention mechanisms based on domain-invariant properties for cross-domain lifetime prediction

    Article • Digital Signal Processing, March 2024, Elsevier

    Shang Zhiwu

  8. Intelligent fault diagnosis of double-aligned domain adaptation based on multi-structure fusion and multi-attention mechanism

    Article • Measurement Science and Technology, February 2024, Institute of Physics Publishing

    Shang Zhiwu

  9. Optimization of rolling bearing dynamic model based on improved golden jackal optimization algorithm and sensitive feature fusion

    Article • Mechanical Systems and Signal Processing, December 2023, Elsevier

    Shang Zhiwu

  10. Multi-view feature fusion fault diagnosis method based on an improved temporal convolutional network

    Article • Insight - Non-Destructive Testing and Condition Monitoring, October 2023, British Institute of Non-Destructive Testing (BINDT)

    Shang Zhiwu

  11. A novel unsupervised anomaly detection method for rotating machinery based on memory augmented temporal convolutional autoencoder

    Article • Engineering Applications of Artificial Intelligence, August 2023, Elsevier

    Shang Zhiwu

  12. Intelligent fault diagnosis of partial deep transfer based on multi-representation structural intraclass compact and double-aligned domain adaptation

    Article • Mechanical Systems and Signal Processing, August 2023, Elsevier

    Shang Zhiwu

  13. Weak local fault diagnosis of gearboxes based on adaptive inertia factor particle swarm independent component analysis

    Article • Insight - Non-Destructive Testing and Condition Monitoring, August 2023, British Institute of Non-Destructive Testing (BINDT)

    Shang Zhiwu

  14. Bearing failure diagnosis at time-varying speed based on adaptive clustered fractional Gabor transform

    Article • Measurement Science and Technology, May 2023, Institute of Physics Publishing

    Shang Zhiwu

  15. A novel method for early fault diagnosis of planetary gearbox with distributed tooth surface wear

    Article • Structural Health Monitoring, April 2023, SAGE Publications

    Shang Zhiwu

  16. A Novel Small Samples Fault Diagnosis Method Based on the Self-attention Wasserstein Generative Adversarial Network

    Article • Neural Processing Letters, January 2023, Springer Science + Business Media

    Shang Zhiwu

  17. A Domain Adversarial Transfer Model with Inception and Attention Network for Rolling Bearing Fault Diagnosis Under Variable Operating Conditions

    Article • Journal of Vibration Engineering & Technologies, December 2022, Springer Science + Business Media

    Shang Zhiwu

  18. A novel intelligent fault diagnosis method of rotating machinery based on signal-to-image mapping and deep Gabor convolutional adaptive pooling network

    Article • Expert Systems with Applications, November 2022, Elsevier

    Shang Zhiwu

  19. Remaining useful life prediction based on transfer multi-stage shrinkage attention temporal convolutional network under variable working conditions

    Article • Reliability Engineering & System Safety, October 2022, Elsevier

    Shang Zhiwu

  20. Analysis of Wear Mechanism and Fault Characteristics of Planet Gears with Multiple Wear Types in Planetary Gearbox

    Article • Journal of Vibration Engineering & Technologies, July 2022, Springer Science + Business Media

    Shang Zhiwu

  21. Real-time fault diagnosis and trend prediction of rolling bearings based on resampling dynamic time warping and time-domain indicator analysis

    Article • Insight - Non-Destructive Testing and Condition Monitoring, January 2022, British Institute of Non-Destructive Testing (BINDT)

    Shang Zhiwu

  22. Machine remaining life prediction based on multi-layer self-attention and temporal convolution network

    Article • Complex & Intelligent Systems, December 2021, Springer Science + Business Media

    Shang Zhiwu

  23. Research on a feature extraction method for local faults in planetary gearboxes based on improved dynamic time warping

    Article • Insight - Non-Destructive Testing and Condition Monitoring, August 2021, British Institute of Non-Destructive Testing (BINDT)

    Shang Zhiwu

  24. An Intelligent Fault Diagnosis Method of Multi-Scale Deep Feature Fusion Based on Information Entropy

    Article • Chinese Journal of Mechanical Engineering, June 2021, Springer Science + Business Media

    Shang Zhiwu

  25. A novel deep autoencoder and hyperparametric adaptive learning for imbalance intelligent fault diagnosis of rotating machinery

    Article • Engineering Applications of Artificial Intelligence, June 2021, Elsevier

    Shang Zhiwu

  26. A rolling bearing fault diagnosis method based on fastDTW and an AGBDBN

    Article • Insight - Non-Destructive Testing and Condition Monitoring, August 2020, British Institute of Non-Destructive Testing (BINDT)

    Shang Zhiwu

  27. Fault diagnosis method of rolling bearing based on deep belief network

    Article • Journal of Mechanical Science and Technology, November 2018, Springer Science + Business Media

    Shang Zhiwu

  28. Research of Noise Mechanism and Performance Improve of DVC Drum

    Article • Key Engineering Materials, May 2016, Trans Tech Publications

    Shang Zhiwu

  29. Time-Domain Fault Diagnosis Method of Mechanical and Electrical Equipment Based Improved Dynamic Time Wraping

    Article • Key Engineering Materials, May 2016, Trans Tech Publications

    Shang Zhiwu

  30. A Fault Diagnosis System Based on Bistable Stochastic Resonance and Dynamic Time Warping

    Article • Key Engineering Materials, May 2016, Trans Tech Publications

    Shang Zhiwu

  31. A Small Automated Enzyme Immunoassay Analyzer System Design and Implementation Based on Immunoenzymatic Techniques

    Article • Key Engineering Materials, May 2016, Trans Tech Publications

    Shang Zhiwu