All Stories

  1. Gearbox fault diagnosis based on temporal shrinkage interpretable deep reinforcement learning under strong noise

    Article • Engineering Applications of Artificial Intelligence, January 2025, Elsevier

    Hui Wang

  2. Collaboration Transfer Enabled Standard Rank Control Chart for Cross-Domain Incipient Fault Detection of Bearings With Limited Historical Data

    Article • IEEE Transactions on Instrumentation and Measurement, January 2025, Institute of Electrical & Electronics Engineers (IEEE)

    Hui Wang

  3. Deep Active Transfer Learning for Cross-Domain Fault Diagnosis With Limited Samples

    Article • IEEE Transactions on Instrumentation and Measurement, January 2025, Institute of Electrical & Electronics Engineers (IEEE)

    Hui Wang

  4. Early Failure Point Monitoring for Remaining Useful Life Estimation of Bearings Using Covariance Transfer Enabled T² Control Chart

    Article • IEEE Transactions on Instrumentation and Measurement, January 2025, Institute of Electrical & Electronics Engineers (IEEE)

    Hui Wang

  5. Enhanced Cross-Domain Projection Based Heterogeneous Domain Adaptation Method for Cross-Domain Fault Diagnosis

    Article • IEEE Transactions on Instrumentation and Measurement, January 2025, Institute of Electrical & Electronics Engineers (IEEE)

    Hui Wang

  6. Signal generation for bolt loosening detection with unbalanced datasets based on the CBAM-VAE

    Article • Measurement, January 2025, Elsevier

    Hui Wang

  7. A Novel Multi-scale Residual Active Deep Q-learning Network for Intelligent Bearing Fault Diagnosis with Small Training Data

    Article • IEEE Transactions on Instrumentation and Measurement, January 2025, Institute of Electrical & Electronics Engineers (IEEE)

    Hui Wang

  8. Bearing Remaining Useful Life Prediction Using Client Selection and Personalized Aggregation Enhancement in Federated Learning

    Article • IEEE Internet of Things Journal, December 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Hui Wang

  9. Multiscale Deep Attention Q Network: A New Deep Reinforcement Learning Method for Imbalanced Fault Diagnosis in Gearboxes

    Article • IEEE Transactions on Instrumentation and Measurement, January 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Hui Wang

  10. Remaining useful life prediction of turbofan engine using global health degradation representation in federated learning

    Article • Reliability Engineering & System Safety, November 2023, Elsevier

    Hui Wang

  11. Accurate and Efficient Surrogate Model-Assisted Optimal Design of Flux Reversal Permanent Magnet Arc Motor

    Article • IEEE Industrial Electronics Magazine, September 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Hui Wang

  12. Federated learning with network pruning and rebirth for remaining useful life prediction of engineering systems

    Article • Manufacturing Letters, August 2023, Elsevier

    Hui Wang

  13. Multiscale Deep Attention Reinforcement Learning for Imbalanced Fault Diagnosis of Gearbox Under Multi-Working Conditions

    Article • May 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Hui Wang

  14. Bearing Remaining Useful Life Prediction Using Federated Learning With Taylor-Expansion Network Pruning

    Article • IEEE Transactions on Instrumentation and Measurement, January 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Hui Wang

  15. Intelligent Fault Diagnosis for Planetary Gearbox Using Time-Frequency Representation and Deep Reinforcement Learning

    Article • IEEE/ASME Transactions on Mechatronics, April 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Hui Wang

  16. 1D-CNN-based damage identification method based on piezoelectric impedance using adjustable inductive shunt circuitry for data enrichment

    Article • Structural Health Monitoring, February 2022, SAGE Publications

    Hui Wang

  17. Effective Convolutional Transformer for Highly Accurate Planetary Gearbox Fault Diagnosis

    Article • IEEE Open Journal of Instrumentation and Measurement, January 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Hui Wang

  18. Multi-Scale Attention Based Deep Reinforcement Learning for Intelligent Fault Diagnosis of Planetary Gearbox

    Article • Journal of Mechanical Engineering, January 2022, Chinese Journal of Mechanical Engineering

    Hui Wang

  19. Compound fault diagnosis of rolling bearing using PWK-sparse denoising and periodicity filtering

    Article • Measurement, August 2021, Elsevier

    Hui Wang

  20. Adaptive sparse denoising and periodicity weighted spectrum separation for compound bearing fault diagnosis

    Article • Measurement Science and Technology, May 2021, Institute of Physics Publishing

    Hui Wang

  21. LightGBM Technique and Differential Evolution Algorithm-Based Multi-Objective Optimization Design of DS-APMM

    Article • IEEE Transactions on Energy Conversion, March 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Hui Wang

  22. Precise Positioning of Linear Motor Mover Directly From the Phase Difference Analysis

    Article • IEEE/ASME Transactions on Mechatronics, June 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Hui Wang

  23. Intelligent Bearing Fault Diagnosis Using Multi-Head Attention-Based CNN

    Article • Procedia Manufacturing, January 2020, Elsevier

    Hui Wang

  24. Bearing Fault Diagnosis Based on Visual Symmetrized Dot Pattern and CNNs

    Article • May 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Hui Wang

  25. An Efficient Multiobjective Design Optimization Method for a PMSLM Based on an Extreme Learning Machine

    Article • IEEE Industrial Electronics Magazine, February 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Hui Wang

  26. Position measurement of linear motor mover based on image spectrum energy

    Article • IET Science Measurement & Technology, January 2019, the Institution of Engineering and Technology (the IET)

    Hui Wang

  27. Precise Position Detection of Linear Motor Movers based on extended joint transformation correlation

    Article • IEEE Transactions on Industrial Informatics, January 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Hui Wang

  28. Bearing Degradation Evaluation Using Improved Cross Recurrence Quantification Analysis and Nonlinear Auto-Regressive Neural Network

    Article • IEEE Access, January 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Hui Wang

  29. A New Intelligent Bearing Fault Diagnosis Method Using SDP Representation and SE-CNN

    Article • IEEE Transactions on Instrumentation and Measurement, January 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Hui Wang

  30. Position measurement for linear motor mover based on aperiodic sinusoidal stripe image

    Article • Optics and Precision Engineering, January 2019, Changchun Institute of Optics, Fine Mechanics and Physics, Chinese Academy of Sciences

    Hui Wang

  31. A New Rapid-Precision Position Measurement Method for a Linear Motor Mover Based on a 1-D EPCA

    Article • IEEE Industrial Electronics Magazine, September 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Hui Wang

  32. Combined Resonant Controller and Two-Degree-of-Freedom PID Controller for PMSLM Current Harmonics Suppression

    Article • IEEE Industrial Electronics Magazine, September 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Hui Wang

  33. Precision Position Measurement of Linear Motors Mover Based on Temporal Image Correlation

    Article • IEEE Transactions on Instrumentation and Measurement, January 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Hui Wang

  34. Position measurement of linear electric motor rotor based on restoration of motion blur speckle

    Article • Optics and Precision Engineering, January 2018, Changchun Institute of Optics, Fine Mechanics and Physics, Chinese Academy of Sciences

    Hui Wang

  35. A Novel Position Detection Method of Linear Motor Mover Based on Extended Phase Correlation Algorithm

    Article • IET Science Measurement & Technology, June 2017, the Institution of Engineering and Technology (the IET)

    Hui Wang

  36. Optimal design of permanent magnet linear synchronous motors based on Taguchi method

    Article • IET Electric Power Applications, January 2017, the Institution of Engineering and Technology (the IET)

    Hui Wang