Latest Research in Machine Fault Diagnosis Techniques

20 research papers · 2026 median publication year

Top Research Topics in Machine Fault Diagnosis Techniques

Highest-Cited Papers

  1. Target-free Full-Field Modal Identification of Bridges Based on Computer Vision
  2. Integrated Airframe Digital Twin Framework for Fatigue Tracking of Unmanned Aerial Vehicles
  3. First-passage reliability sensitivity analysis of linear systems subjected to non-Gaussian wind excitations by surface decomposition method
  4. Structural damage identification method based on threshold-free cross-recurrence plot and feature dimension reduction
  5. Low-Light Micro-Vibration Sensing on Satellite Platforms via Physical Encoding Self-Supervised Learning
  6. A Data-Driven Framework for Planetary Winch Reducer Noise Prediction via Feature Selection and Residual Compensation
  7. A Dual-Stream Deep Learning Framework Fusing Fractional-Order and Multifractal Features for Bridge Damage Detection
  8. A Rapid Method to Rank Sound Sources in a Reverberant Environment
  9. Multi-Sensor Mobile Laser Doppler Vibrometry for Internal Damage Detection in Reinforced Concrete Structures
  10. Intelligent Monitoring of Shear Damage Evolution at Bonded Sandstone Interfaces Based on ViT and Piezoelectric Ultrasonic Testing
  11. Structural Vibration Displacement Measurement Using Point Tracking Based on Prior Physical Assumptions
  12. Point Cloud-Based Measurement of Switch Rail-to-Sleeper Longitudinal Displacement with Multi-Bolt Reference
  13. A Cost-Effective Template-Matching Vision System for Non-Contact Displacement Monitoring: Laboratory Validation Against Linear Variable Displacement Transducers
  14. Research on Shaft-Rate Magnetic Field Detection Method for Underwater Targets Based on Differential High-Order Dual-Coupled Duffing Oscillators
  15. Study on the Applicability of On-Board Acceleration Data from KTX Commercial Trains for High-Speed Railway Track Maintenance
  16. Structured Thermal Representation of a Brushless DC Motor Based on Infrared Image Analysis
  17. Optimal fault-tolerant pitch angle control of wind turbines using PSO and Kalman filter
  18. Interpretability study on the response of the seat multi-axis vibration sensitive path to driver vibration comfort
  19. Study on structural damage identification based on two-dimensional images and improved convolutional neural networks
  20. Parameter identification from spectral measurements using mechanical prior
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L3 Region - - 2026 Sep Q3

Machine Fault Diagnosis Techniques

20 papers

Top Topics (10)

Structural Health Monitoring Techniques7
Machine Fault Diagnosis Techniques2
Methodology1
Space Satellite Systems and Control1
Vehicle Noise and Vibration Control1
Rock Mechanics and Modeling1
Railway Engineering and Dynamics1
Underwater Vehicles and Communication Systems1
Engineering Applied Research1
Electric Motor Design and Analysis1

Top Publications (20)

1.Target-free Full-Field Modal Identification of Bridges Based on Computer Vision2.Integrated Airframe Digital Twin Framework for Fatigue Tracking of Unmanned Aerial Vehicles3.First-passage reliability sensitivity analysis of linear systems subjected to non-Gaussian wind excitations by surface decomposition method4.Structural damage identification method based on threshold-free cross-recurrence plot and feature dimension reduction5.Low-Light Micro-Vibration Sensing on Satellite Platforms via Physical Encoding Self-Supervised Learning6.A Data-Driven Framework for Planetary Winch Reducer Noise Prediction via Feature Selection and Residual Compensation7.A Dual-Stream Deep Learning Framework Fusing Fractional-Order and Multifractal Features for Bridge Damage Detection8.A Rapid Method to Rank Sound Sources in a Reverberant Environment9.Multi-Sensor Mobile Laser Doppler Vibrometry for Internal Damage Detection in Reinforced Concrete Structures10.Intelligent Monitoring of Shear Damage Evolution at Bonded Sandstone Interfaces Based on ViT and Piezoelectric Ultrasonic Testing11.Structural Vibration Displacement Measurement Using Point Tracking Based on Prior Physical Assumptions12.Point Cloud-Based Measurement of Switch Rail-to-Sleeper Longitudinal Displacement with Multi-Bolt Reference13.A Cost-Effective Template-Matching Vision System for Non-Contact Displacement Monitoring: Laboratory Validation Against Linear Variable Displacement Transducers14.Research on Shaft-Rate Magnetic Field Detection Method for Underwater Targets Based on Differential High-Order Dual-Coupled Duffing Oscillators15.Study on the Applicability of On-Board Acceleration Data from KTX Commercial Trains for High-Speed Railway Track Maintenance16.Structured Thermal Representation of a Brushless DC Motor Based on Infrared Image Analysis17.Optimal fault-tolerant pitch angle control of wind turbines using PSO and Kalman filter18.Interpretability study on the response of the seat multi-axis vibration sensitive path to driver vibration comfort19.Study on structural damage identification based on two-dimensional images and improved convolutional neural networks20.Parameter identification from spectral measurements using mechanical prior
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