Latest Research in Structural Health Monitoring Techniques

28 research papers · 2026 median publication year

Top Research Topics in Structural Health Monitoring Techniques

Highest-Cited Papers

  1. Integrity-aware multi-sensor health monitoring of bridges via denoising variational autoencoder
  2. A joint filtering method for in-seam seismic signals based on envelope fluctuation awareness and local IMF selection and reconstruction
  3. MCA-Mamba-2: A Multi-Channel Attention State-Space Network for Ultrasonic Guided Wave Damage Detection in Small-Diameter Pipes
  4. A novel spatial–temporal synergistic transformer for structural vibration response reconstruction
  5. Efficient Algorithm for Estimating the Quantile of Performance Function
  6. Toward Reliable Railway-Bogie Response Prediction Using Multifidelity TDNN and Physics-Informed Residual Learning
  7. Experimental Realization of Koopman-Model Predictive Control for an AC-DC Converter
  8. A gas leakage intelligent monitoring method based on multi-channel spatiotemporal perception and multi-view learning
  9. Research on the application of deep learning in bridge health monitoring data analysis and anomaly diagnosis
  10. Smart sensing rail: Solutions, applications and challenges for railway condition monitoring
  11. Improved Variational Mode Decomposition for Magnetotelluric Data Denoising Combined with Transformer Neural Network
  12. Quadratic Point Estimate Method for Uncertainty Quantification with Dependent Non-Gaussian Inputs
  13. Heterogeneous signal modeling and Spectral-Peephole LSTM architecture for resilient structural health monitoring in complex engineering systems
  14. Anchor-Constrained Residual Stacking for Missing Data Reconstruction in Structural Health Monitoring
  15. Development of a railway subgrade condition assessment method using a sparse autoencoder approach
  16. The floor beneath every voice measurement: thermal inertia, a demodulating diaphragm, and the information limit on jitter
  17. Improving vehicle sound power estimation for road traffic noise models
  18. Multi-sensor system for efficient in-service vehicle-based track monitoring and fault localization: a case study
  19. Розробка програмно-апаратної моделі для інтелектуальної підтримки об'єктів
  20. A Hybrid Artificial Intelligence Framework for OTDR-Based Anomaly Detection and Fault Classification in Optical Fibre Networks
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L3 Region - - 2026 Sep Q3

Structural Health Monitoring Techniques

28 papers

Top Topics (10)

Structural Health Monitoring Techniques9
Railway Engineering and Dynamics4
Machine Learning2
Numerical Analysis2
Seismic Imaging and Inversion Techniques1
Ultrasonics and Acoustic Wave Propagation1
Probabilistic and Robust Engineering Design1
Systems and Control1
Water Systems and Optimization1
Geophysical and Geoelectrical Methods1

Top Publications (20)

1.Integrity-aware multi-sensor health monitoring of bridges via denoising variational autoencoder2.A joint filtering method for in-seam seismic signals based on envelope fluctuation awareness and local IMF selection and reconstruction3.MCA-Mamba-2: A Multi-Channel Attention State-Space Network for Ultrasonic Guided Wave Damage Detection in Small-Diameter Pipes4.A novel spatial–temporal synergistic transformer for structural vibration response reconstruction5.Efficient Algorithm for Estimating the Quantile of Performance Function6.Toward Reliable Railway-Bogie Response Prediction Using Multifidelity TDNN and Physics-Informed Residual Learning7.Experimental Realization of Koopman-Model Predictive Control for an AC-DC Converter8.A gas leakage intelligent monitoring method based on multi-channel spatiotemporal perception and multi-view learning9.Research on the application of deep learning in bridge health monitoring data analysis and anomaly diagnosis10.Smart sensing rail: Solutions, applications and challenges for railway condition monitoring11.Improved Variational Mode Decomposition for Magnetotelluric Data Denoising Combined with Transformer Neural Network12.Quadratic Point Estimate Method for Uncertainty Quantification with Dependent Non-Gaussian Inputs13.Heterogeneous signal modeling and Spectral-Peephole LSTM architecture for resilient structural health monitoring in complex engineering systems14.Anchor-Constrained Residual Stacking for Missing Data Reconstruction in Structural Health Monitoring15.Development of a railway subgrade condition assessment method using a sparse autoencoder approach16.The floor beneath every voice measurement: thermal inertia, a demodulating diaphragm, and the information limit on jitter17.Improving vehicle sound power estimation for road traffic noise models18.Multi-sensor system for efficient in-service vehicle-based track monitoring and fault localization: a case study19.Розробка програмно-апаратної моделі для інтелектуальної підтримки об'єктів20.A Hybrid Artificial Intelligence Framework for OTDR-Based Anomaly Detection and Fault Classification in Optical Fibre Networks
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