Structural Health Monitoring-An International Journal

Article	Citations
Pitting corrosion diagnostics and prognostics for miter gates using multiscale simulation and image inspection data	278
B-Spline signature responses in structural change detection: method development	196
An intelligent detection approach for multi-part cover based on deep learning under unbalanced and small size samples	128
Special Issue: A Value of Information Perspective	118
A meta-transfer learning prediction method with few-shot data for the remaining useful life of rolling bearing	102
An improved approach for compressive sensing of vibration signals considering spectral leakage effect	77
Spectral variational mode extraction and its application in fault detection of rolling bearing	69
Two-level fusion of multi-sensor information for compressor blade crack detection based on self-attention mechanism	68
Ultrasound tomography for health monitoring of carbon fibre–reinforced polymers using implanted nanocomposite sensor networks and enhanced reconstruction algorithm for the probabilistic inspection of	67
New robust adaptive beamforming for imaging damages scattering coherent Lamb waves	64
Denoising method of weak fault acoustic emission signal under strong background noise of engine based on autoencoder and wavelet packet decomposition	56
An information fusion approach for increased reliability of condition monitoring With homogeneous and heterogeneous sensor systems	52
An innovative machine learning based framework for water distribution network leakage detection and localization	51
Nonlinear-Lamb-wave-based plastic damage detection assisted by topologically designed metamaterial filters	50
Multi-modal model updating of miter gates on navigational locks	49
Fracture mode classification of UHPC based on deep learning and wavelet time–frequency spectrum derived from acoustic emission waveform	48
Resilient fast convolutional sparse filtering with convergence directivity for the bearing fault diagnosis	47
Performance assessment of steel cantilever beams based on connection behaviour using DIC technique and improved hybrid PSO algorithm	47
A dynamic weighted joint distribution domain adaptation network for cross-machine fault diagnosis of rolling bearings	46
A novel high-precision lightweight concrete bridge crack image recognition method based on knowledge distillation	46
Corrigendum to Predictive information and maintenance optimization based on decision theory: a case study considering a welded joint in an offshore wind turbine support structure	44
Extreme state prediction of long-span bridges using extended ACER method	43
Hybrid artificial intelligence-based inference models for accurately predicting dam body displacements: A case study of the Fei Tsui dam	40
A multi-stage method for defect detection of underwater structures based on deep learning	39
Bridge inspection component registration for damage evolution	39

Damage mode classification in CFRP laminates using convolutional autoencoder and convolutional neural network on acoustic emission waveforms	39
Automatic detection of structural defects in tunnel lining via network pruning and knowledge distillation in YOLO	37
Multimodal feature fusion for detecting debonding in FRP-reinforced concrete interfaces using dual-branch CNN	37
Vibration-based structural damage localization through a discriminant analysis strategy with cepstral coefficients	37
Advanced deep learning framework for underwater object detection with multibeam forward-looking sonar	37
A bolt loosening detection method based on patch antenna with overlapping sub-patch	37
A progressive decomposing and double screening strategy of VMD for weak fault extraction of hoisting machinery	36
Structural nonlinear damage identification based on the information distance of GNPAX/GARCH model and its experimental study	35
Experimental research on online monitoring of high temperature and high speed airflow ablation of quartz ceramic thermal protection structure using guided wave	35
Stress–strain-based crack damage detection of composite structures using selective kernel convolutional networks and continuous wavelet transform	35
A weighted frequency domain energy operator spectral method based on soft thresholding fast iterative filtering for rolling bearing incipient fault feature extraction	34
Nonlinear ultrasonic Lamb wave phased array imaging based on hybrid array and time-reversal of harmonic	34
Detection of near-surface defects using a coin-tap approach based on the equivalent impact stiffness of Hertzian contact theory	34
Enhancing Lamb wave-based damage diagnosis in composite materials using a pseudo-damage boosted convolutional neural network approach	33
Efficient generation of realistic guided wave signals for reliability estimation	32
Composite encoder–decoder network for rapid bridge damage assessment using long-term monitoring acceleration data	31
Damage detection of thin plates by fusing variational mode decomposition and spectral entropy	31
Damage evaluation in plain-woven CFRP plate with circular hole under cyclic tensile loading using electrical impedance tomography	31
Optimal sensor placement to detect ruptures in pipeline systems subject to uncertainty using an Adam-mutated genetic algorithm	31
Casing integrity diagnosis using wellhead-based electromagnetic time domain reflectometry: laboratory study	30
Model uncertainty quantification of a degradation model of miter gates using normalizing flow-based likelihood-free inference	30
New approach for multidimensional prognostic of stochastic time series based on sparse-based fractional Levy quaternion extended Kalman filter	29
An integrated condition monitoring scheme for health state identification of a multi-stage gearbox through Hurst exponent estimates	28
Gas pipeline event classification based on one-dimensional convolutional neural network	28
An enhanced topological analysis for Lamb waves based SHM methods	28
Detecting and clustering structural damages using modal information and variational autoencoder with triple loss	27
Probabilistic damage analysis of rebar corrosion in recycled aggregate concrete using sideband intensity-based nonlinear ultrasonic technique	26
Nonuniform data loss reconstruction based on time-series-specialized neural networks for structural health monitoring	26
Damage imaging method based on circular DE-IDT array for phased array data fusion	26
Damage cross detection between bridges monitored within one cluster using the difference ratio of projected strain monitoring data	26
Automated instance segmentation of asphalt pavement patches based on deep learning	26
Examining the contribution of near real-time data for rapid seismic loss assessment of structures	25
Multi-objective SHM sensor path optimisation for damage detection in large composite stiffened panels	24
Adaptive resize-residual deep neural network for fault diagnosis of rotating machinery	24
Tension evaluation of prestressed strand based on combined features of nonlinear ultrasonic mixing	24
Monitoring of self-healing in concrete with micro-capsules using a combination of air-coupled surface wave and computer-vision techniques	24
An enhanced deep intelligent model with feature fusion and ensemble learning for the fault diagnosis of rotating machinery	23
Wind turbine gearbox fault diagnosis via adaptive IMFogram	23
Multiple-input, multiple-output modal testing of a Hawk T1A aircraft: a new full-scale dataset for structural health monitoring	23
All-fiber photoacoustic system for large-area nondestructive testing	22
Dynamical modeling of spur gear with pitting based on image processing tooth surface	22
The early warning method of Dagangshan high-arch dam risk based on the time series prediction of the multivariate monitoring data	22
Laboratory and field experiment validations on the use of hydraulic transients for estimating buried water pipeline deterioration	22
Waveform covariance imaging for Lamb wave phased array	22
Building information modeling supported bridge structural health diagnosis and prognosis	22
Online health monitoring of rotating machine elements using statistical spectral distances	21
Detecting bolt looseness of flanged joint based on multiple-mode conversion	21
Performance evaluation of Jensen–Shannon divergence-based incipient fault diagnosis: Theoretical proofs and validations	21
A change-point detection method for detecting and locating the abrupt changes in distributions of damage-sensitive features of SHM data, with application to structural condition assessment	21
Integrating the maximum mean discrepancy metric with time–frequency enhanced convolutional neural networks for fault diagnosis	20

A novel Lamb wave-based multi-damage dataset construction and quantification algorithm under the framework of multi-task deep learning	20
Quantitative blade damage detection based on multisource domain and multistage joint transfer	20
Leakage identification and numerical simulation of embankment dams based on infrared thermal imaging	20
20 years of monitoring of a steel jacket offshore platform: variability of environmental and modal parameters	20
3DGEN: a framework for generating custom-made synthetic 3D datasets for civil structure health monitoring	20
A novel fault evaluation method based on nonlinear vibration features and Euclidean distance measurement for grid-like structures	19
Analysis of the galleries cracking causes in the backfill area of pumped storage power station based on monitoring and numerical simulation: a case study of Hohhot upper reservoir	19
Toward diagnostics of water-lubricated bearings of naval vessels by vibration analysis	19
Acoustic emission monitoring of corrosion in steel pipes using Lamb-type helical waves	19
Multi-time Lamb waves space wavenumber imaging method based on ultrasonic-guided wavefield	18
Adaptive time-domain impact extraction method for multi-source impact vibration signal of diesel engine	18
Adaptive bearing fault diagnosis using reference frequency and modified scalogram	18
A novel passive-to-active fusion method using neural network for structural damage localization under workload	18
Damage imaging of concrete wall-like structures using cylindrical concrete implantable module	18
Cross-correlation vibro-acoustic modulation method for damage detection	17
Gradient-based domain-augmented meta-learning single-domain generalization for fault diagnosis under variable operating conditions	17
Drive-by bridge damage detection using Mel-frequency cepstral coefficients and support vector machine	17
Long-term structural health monitoring for bridge based on back propagation neural network and long and short-term memory	17
Research on a novel intelligent bearing system with three-parameter measurement: integration structure design and state monitoring capability analysis	17
A novel hybrid strategy for damage detection of wind turbine yaw bearing	17
U2CrackNet: a deeper architecture with two-level nested U-structure for pavement crack detection	17
Grading diagnosis of beam bridge support separation disease within one cluster based on the difference in the probability density function of the measured data	17
Entire loosening stage monitoring of bolted joints via nonlinear electro-mechanical impedance spectroscopy	17
Gaussian process regression for active sensing probabilistic structural health monitoring: experimental assessment across multiple damage and loading scenarios	16
Recent progress in aircraft smart skin for structural health monitoring	16
An efficient online outlier recognition method of dam monitoring data based on improved M-robust regression	16
Quantitative detection of typical bridge surface damages based on global attention mechanism and YOLOv7 network	16
Multi-level damage diagnosis on stiffened composite panels based on a damage-uninformative digital twin	16
Meta-model structural monitoring with cutting-edge AAE-VMD fusion alongside optimized machine learning methods	16
Small-sample damage detection of bleacher structure based on GAN and MSS-CNN models	16
Identification of bridge influence line and multiple-vehicle loads based on physics-informed neural networks	16
Percussion-based loosening detection method for multi-bolt structure using convolutional neural network DenseNet-CBAM	16
Remaining useful life prediction of motor bearings based on slow feature analysis-assisted attention mechanism and dual-LSTM networks	16
A hierarchical Bayesian model updating method for bridge structures by fusing multi-source information	16
Interpretable research on the health monitoring network of prefabricated building beam–column joints	16
Pitting corrosion prediction based on electromechanical impedance and convolutional neural networks	15
Separate modeling technique for deformation monitoring of concrete dams	15
A hybrid attention hierarchical network-based extreme event detection method for structural health monitoring	15
A novel intelligent inspection robot with deep stereo vision for three-dimensional concrete damage detection and quantification	15
A multiple-point monitoring model for concrete dam displacements based on correlated multiple-output support vector regression	15
Multi-channel lost data recovery for structural health monitoring by structured low-rank matrix completion	15
Damage detection and noise cancelation algorithm in building structures using autocorrelation data and improved pattern construction method	15
Structural health monitoring of fastener hole using ring-design direct-write piezoelectric ultrasonic transducer	15
Integrating visual sensing and structural identification using 3D-digital image correlation and topology optimization to detect and reconstruct the 3D geometry of structural damage	15
Novel tensor subspace system identification algorithm to identify time-varying modal parameters of bridge structures	14
Health monitoring of sandwich composites with auxetic core subjected to indentation tests using acoustic emission	14
Incipient Fault Detection of Helical Gearbox Based on Variational Mode Decomposition and Time Synchronous Averaging	14
Statistics-based baseline-free approach for rapid inspection of delamination in composite structures using ultrasonic guided waves	14
Research on dynamic behavior and traffic management decision-making of suspension bridge after vortex-induced vibration event	14
Imaging cracks in orthotropic steel decks based on guided wave and variational Bayesian robust principal component analysis	14
Quantitative acoustic emission investigation on the crack evolution in concrete prisms by frequency analysis based on wavelet packet transform	14
Multivariate variational mode decomposition and generalized composite multiscale permutation entropy for multichannel fault diagnosis of hoisting machinery system	14
Processing and structural health monitoring of a composite overwrapped pressure vessel for hydrogen storage	13
Towards smart monitoring of systems: an integrated non-parametric Bayesian KDE and LSTM approach for anomaly detection of rotating machinery under uncertainties	13
Robust fault diagnosis of quayside container crane gearbox based on 2D image representation in frequency domain and CNN	13
Looseness monitoring of multiple M1 bolt joints using multivariate intrinsic multiscale entropy analysis and Lorentz signal-enhanced piezoelectric active sensing	13
HierMUD: Hierarchical multi-task unsupervised domain adaptation between bridges for drive-by damage diagnosis	13
Measuring data similarity in population-based structural health monitoring using distance metrics	13
Condition identification of bolted connections using a virtual viscous damper	13
Acoustic emission source characterisation of chloride-induced corrosion damage in reinforced concrete	13
Automated vision-based post-earthquake safety assessment for bridges using STF-PointRend and EfficientNetB0	13
Structural damage detection based on fundamental Bayesian two-stage model considering the modal parameters uncertainty	13
Physics-informed deep learning for scattered full wavefield reconstruction from a sparse set of sensor data for impact diagnosis in structural health monitoring	13
Acoustic sensing and autoencoder approach for abnormal gas detection in a spent nuclear fuel canister mock-up	13
Environmental impact assessment of guided wave-based structural health monitoring	13
Prestress monitoring for prestress tendons based on the resonance-enhanced magnetoelastic method considering the construction process	13
Urban dark fiber distributed acoustic sensing for bridge monitoring	12
Deep learning neural networks with input processing for vibration-based bearing fault diagnosis under imbalanced data conditions	12
Damage monitoring of glass/epoxy-curved laminates with different stacking sequences using acoustic emission	12
Modeling of an aircraft structural health monitoring sensor network for operational impact assessment	12
Three decades of statistical pattern recognition paradigm for SHM of bridges	12
Deep exponential excitation networks: toward stronger attention mechanism for weak fault diagnosis	12
Minimum noise amplitude deconvolution and its application in repetitive impact detection	12
Interpretable convolutional sparse coding method of Lamb waves for damage identification and localization	12
Crack detection in ultrahigh-performance concrete using robust principal component analysis and characteristic evaluation in the frequency domain	12
Synchroextracting frequency synchronous chirplet transform for fault diagnosis of rotating machinery under varying speed conditions	12
Heterogeneous structural responses recovery based on multi-modal deep learning	12
Diagnosis of internal cracks in concrete using vibro-acoustic modulation and machine learning	12
A self-matching model for online anomaly recognition of safety monitoring data in dams	12
Damage identification of steel bridge based on data augmentation and adaptive optimization neural network	12

Potential and limitations of NARX for defect detection in guided wave signals	12
Characterization and depth detection of internal delamination defects in CFRP based on line laser scanning infrared thermography	12
Optimal tuning of three deep learning methods with signal processing and anomaly detection for multi-class damage detection of a large-scale bridge	12
Railway defect detection based on track geometry using supervised and unsupervised machine learning	12
Deep learning-based indirect bridge damage identification system	12
A general framework for supervised structural health monitoring and sensor output validation mitigating data imbalance with generative adversarial networks-generated high-dimensional features	12
Semantic segmentation model for concrete cracks based on parallel Swin-CNNs framework	11
High-order iterative rearrangement transform for time–frequency characterization of bearing fault impact	11
Quaternion empirical Ramanujan Fourier decomposition and its application in gear fault diagnosis	11
Optimization of distributed fiber optic sensors for pavements by combining DEM-FDM coupled numerical simulation method and response surface method	11
Reference-free absolute strain estimation using longitudinal waves and relative strain measurements	11
Unsupervised damage assessment under varying ambient temperature based on an adjusted artificial neural network and new multivariate covariance-based distances	11
Enhanced Bayesian sparse representation of mechanical fault signals by structural feature-oriented matching composite dictionary construction	11
Research on fault diagnosis method based on the Markov transition field with enhanced properties and AM-MSCNN under different external environmental interference	11
Simultaneous crack and temperature sensing with passive patch antenna	11
Structural rotor rub-impact diagnosis under intricate noise interferences based on targeted component extraction and stochastic resonance enhancement	11
A study on the use of fundamental antisymmetric-like guided wave for health monitoring of elastic–viscoelastic bilayer structures	11
A Feature Extraction & Selection Benchmark for Structural Health Monitoring	11
An unsupervised transfer learning bearing fault diagnosis method based on multi-channel calibrated Transformer with shiftable window	11
Optical phase mode analysis method for pipeline bolt looseness identification using distributed optical fiber acoustic sensing	11
Deep learning integrated Bayesian health indicator for cross-machine health monitoring	11
Spall size estimation for wind turbine pitch bearings: observation, signal processing method and experiments	11
Comprehensive assessment and monitoring of bond deterioration in GFRP-reinforced concrete beams using guided wave and acoustic emission techniques	11
Aging state detection of viscoelastic sandwich structure using redundant second generation wavelet packet transform and fuzzy support vector data description	11
A rolling bearing fault diagnosis method based on interactive generative feature space oversampling-based autoencoder under imbalanced data	11
Leakage aperture identification of natural gas pipeline based on compressed acquisition and DSAE	10
New health indicators for the monitoring of bearing failures under variable loads	10
Prototype-assisted multiscale graph representation learning-based mechanical fault detection method under complex operating conditions	10
Stiffness identification of fixing device in CRTS II slab track based on long-term monitoring data	10
Unsupervised dam anomaly detection with spatial–temporal variational autoencoder	10
Application of synchro spline-kernelled chirplet transformation in nonlinear ultrasonic wave modulation: self-sensing method with temperature protection	10
Damage detection and location using a simulated annealing-artificial hummingbird algorithm with an improved objective function	10
Ultrasonic monitoring of stress and cracks of the 1/3 scale mock-up of nuclear reactor concrete containment structure	10
The installation of embedded ultrasonic transducers inside a bridge to monitor temperature and load influence using coda wave interferometry technique	10
Impact localization and force reconstruction for composite plates based on virtual time reversal processing with time-domain spectral finite element method	10
Image quality improvement in multi-mode laser ultrasound imaging using reconstructed synthetic aperture focusing technique	10
Condition monitoring and warning of a belt drive system based on a logical analysis of data regression-based residual control chart	10
A rapid 2D-FDTD method for damage detection in stiffened plate using time-reversed Lamb wave	10
A semi-supervised self-training method to develop assistive intelligence for segmenting multiclass bridge elements from inspection videos	10
A novel method for early fault diagnosis of planetary gearbox with distributed tooth surface wear	10
A method for reconstruction of structural health monitoring data using WGANGP with U-net generator	10
Long-term creep monitoring of composite wing leading edge using embedded fiber Bragg grating	10
Crack detection based on deep learning: a method for evaluating the object detection networks considering the random fractal of crack	10
Leak monitoring and positioning of pressurized water pipeline network	10
Evaluating sensor performance for impact identification in composites: a comprehensive comparison of FBGs with PZTs	10
Optimum wavelet selection for nonparametric analysis toward structural health monitoring for processing big data from sensor network: A comparative study	10
Real-time quantitative evaluation on the cable damage of cable-stayed bridges using the correlation between girder deflection and temperature	10
Noncontact geomagnetic defect localization of buried energy pipelines using ICEEMDAN approach with MVF	10
CNN-DST: Ensemble deep learning based on Dempster–Shafer theory for vibration-based fault recognition	10
Precise damage shaping in self-sensing composites using electrical impedance tomography and genetic algorithms	10
Damage quantification using transfer component analysis combined with Gaussian process regression	10
Initial structural damage detection approach via FE-based data augmentation and class activation map	10
Intelligent fault diagnosis of rotating machinery under variable working conditions based on deep transfer learning with fusion of local and global time–frequency features	10
Using THz waves to diagnose debonding defects in a heat-resistant structure	10
Contact delamination detection of anisotropic composite plates using non-elliptical probability imaging of nonlinear ultrasonic guided waves	10
The SAMgram: a novel local enhancement and targeted extraction strategy for weak bearing fault characteristics	10
Physically meaningful uncertainty quantification in probabilistic wind turbine power curve models as a damage-sensitive feature	10
Interval prediction method for dynamic zoning of displacements in super-high arch dam under significant water level fluctuations	10
Monitoring and assessing concrete member states using implantable sensing technology and enhanced long short-term memory networks	10
Reliability analysis of complex structures based on Bayesian inference	9
Damage identification of bolt connection in steel truss structures by using sound signals	9
Vision-based detection of bolt tension considering non-rotatory loosening via a new calculation method of bolt flexibility coefficient	9
A semisupervised fault frequency analysis method for rotating machinery based on restricted self-attention network	9
Harmonic spectral correlated kurtosis and an adaptive matching extraction strategy of multi-fault features for rotating machinery	9
Damage detection for structural health monitoring using ultra-sensitive flexible piezoelectret sensors	9
Basic research on usefulness of convolutional autoencoders in detecting defects in concrete using hammering sound	9
Damage localization for bridges monitored within one cluster based on a spatiotemporal correlation model of strain monitoring data	9
Active sensing-based prognostics for impacted CFRP structures under compressive fatigue loading	9
Time series analysis and sparse sensor network-based impact monitoring for aircraft complex structures	9
Quantifying the extent of local damage of a 60-year-old prestressed concrete bridge: A hybrid SHM approach	9
Optical crack detection and assessment using cholesteric liquid crystal elastomers	9
The influence of line types and operating conditions on structural fatigue of bogie frame in the quasi-high-speed train: an experimental study	9
An output-only damage identification method based on reinforcement-aided evolutionary algorithm and heterogeneous response reconstruction	9
A novel spatiotemporal 3D CNN framework with multi-task learning for efficient structural damage detection	9
Towards high-precision data modeling of SHM measurements using an improved sparse Bayesian learning scheme with strong generalization ability	9
Improved bidirectional echo state network-based time series reconstruction and prediction for structural response	9
Monitoring data motivated health condition assessment of cement concrete pavements in field based on FBG sensing technology	9
A lightweight deep learning network based on knowledge distillation for applications of efficient crack segmentation on embedded devices	9
Assessment of ice impact load threshold exceedance in the propulsion shaft of an ice-faring vessel via Bayesian inversion	9
Fisher embedding shift-invariant dictionary learning for weak feature recognition in bearing health monitoring	9
Intelligent fault diagnosis of high-speed train axle box bearings under parameter fluctuation working conditions using continuous cohomology-based meta-transfer learning framework	9
Value of information of structural health monitoring with temporally dependent observations	9
Residual correction-based dam deformation monitoring method via data dimension reduction and optimized Bi-LSTM algorithm	9
A novel method for steel bar all-stage pitting corrosion monitoring using the feature-level fusion of ultrasonic direct waves and coda waves	9
Deep recurrent-convolutional neural network learning and physics Kalman filtering comparison in dynamic load identification	9
Theoretical and experimental investigation into detection of early-stage propagation of double cracks with distributed fiber optic sensor	9
All-phase fast Fourier transform and multiple cross-correlation analysis based on Geiger iteration for acoustic emission sources localization in complex metallic structures	9
Successive variational nonstationary mode decomposition for bearing multi-fault diagnosis undertime-varying speed conditions	9