Structural Health Monitoring-An International Journal

Article	Citations
A review of structural health monitoring of bonded structures using electromechanical impedance spectroscopy	263
Diagnosis of internal cracks in concrete using vibro-acoustic modulation and machine learning	183
Adaptive time-domain impact extraction method for multi-source impact vibration signal of diesel engine	118
Multi-time Lamb waves space wavenumber imaging method based on ultrasonic-guided wavefield	109
Multiple-input, multiple-output modal testing of a Hawk T1A aircraft: a new full-scale dataset for structural health monitoring	95
Small-sample damage detection of bleacher structure based on GAN and MSS-CNN models	74
Novel tensor subspace system identification algorithm to identify time-varying modal parameters of bridge structures	68
Detecting bolt looseness of flanged joint based on multiple-mode conversion	62
Drive-by bridge damage detection using Mel-frequency cepstral coefficients and support vector machine	61
Online health monitoring of rotating machine elements using statistical spectral distances	60
A weighted frequency domain energy operator spectral method based on soft thresholding fast iterative filtering for rolling bearing incipient fault feature extraction	57
Processing and structural health monitoring of a composite overwrapped pressure vessel for hydrogen storage	51
Performance evaluation of Jensen–Shannon divergence-based incipient fault diagnosis: Theoretical proofs and validations	50
A novel Lamb wave-based multi-damage dataset construction and quantification algorithm under the framework of multi-task deep learning	47
Acoustic sensing and autoencoder approach for abnormal gas detection in a spent nuclear fuel canister mock-up	47
Toward diagnostics of water-lubricated bearings of naval vessels by vibration analysis	47
A novel fault evaluation method based on nonlinear vibration features and Euclidean distance measurement for grid-like structures	47
Monitoring of self-healing in concrete with micro-capsules using a combination of air-coupled surface wave and computer-vision techniques	45
A Feature Extraction & Selection Benchmark for Structural Health Monitoring	44
A novel hybrid strategy for damage detection of wind turbine yaw bearing	44
Adaptive resize-residual deep neural network for fault diagnosis of rotating machinery	43
3DGEN: a framework for generating custom-made synthetic 3D datasets for civil structure health monitoring	42
Entire loosening stage monitoring of bolted joints via nonlinear electro-mechanical impedance spectroscopy	39
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	39
Damage monitoring of glass/epoxy-curved laminates with different stacking sequences using acoustic emission	37

Leakage identification and numerical simulation of embankment dams based on infrared thermal imaging	37
Health monitoring of sandwich composites with auxetic core subjected to indentation tests using acoustic emission	36
B-Spline signature responses in structural change detection: method development	35
The early warning method of Dagangshan high-arch dam risk based on the time series prediction of the multivariate monitoring data	35
Quantitative acoustic emission investigation on the crack evolution in concrete prisms by frequency analysis based on wavelet packet transform	35
Pitting corrosion diagnostics and prognostics for miter gates using multiscale simulation and image inspection data	35
Multi-modal model updating of miter gates on navigational locks	35
Detection of near-surface defects using a coin-tap approach based on the equivalent impact stiffness of Hertzian contact theory	35
An intelligent detection approach for multi-part cover based on deep learning under unbalanced and small size samples	34
Special Issue: A Value of Information Perspective	33
Grading diagnosis of beam bridge support separation disease within one cluster based on the difference in the probability density function of the measured data	33
Statistics-based baseline-free approach for rapid inspection of delamination in composite structures using ultrasonic guided waves	32
Acoustic emission monitoring of corrosion in steel pipes using Lamb-type helical waves	32
Adaptive bearing fault diagnosis using reference frequency and modified scalogram	32
Optimal tuning of three deep learning methods with signal processing and anomaly detection for multi-class damage detection of a large-scale bridge	30
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	30
A novel passive-to-active fusion method using neural network for structural damage localization under workload	30
Damage identification of steel bridge based on data augmentation and adaptive optimization neural network	28
Gradient-based domain-augmented meta-learning single-domain generalization for fault diagnosis under variable operating conditions	28
Meta-model structural monitoring with cutting-edge AAE-VMD fusion alongside optimized machine learning methods	28
Damage imaging of concrete wall-like structures using cylindrical concrete implantable module	28
A hierarchical Bayesian model updating method for bridge structures by fusing multi-source information	28
Waveform covariance imaging for Lamb wave phased array	27
A novel intelligent inspection robot with deep stereo vision for three-dimensional concrete damage detection and quantification	27
Interpretable convolutional sparse coding method of Lamb waves for damage identification and localization	27
20 years of monitoring of a steel jacket offshore platform: variability of environmental and modal parameters	27
Quantitative blade damage detection based on multisource domain and multistage joint transfer	26
Performance assessment of steel cantilever beams based on connection behaviour using DIC technique and improved hybrid PSO algorithm	26
Towards smart monitoring of systems: an integrated non-parametric Bayesian KDE and LSTM approach for anomaly detection of rotating machinery under uncertainties	26
Multi-level damage diagnosis on stiffened composite panels based on a damage-uninformative digital twin	25
Gaussian process regression for active sensing probabilistic structural health monitoring: experimental assessment across multiple damage and loading scenarios	24
Semantic segmentation model for concrete cracks based on parallel Swin-CNNs framework	24
Fracture mode classification of UHPC based on deep learning and wavelet time–frequency spectrum derived from acoustic emission waveform	23
Deep learning neural networks with input processing for vibration-based bearing fault diagnosis under imbalanced data conditions	23
New robust adaptive beamforming for imaging damages scattering coherent Lamb waves	23
Multivariate variational mode decomposition and generalized composite multiscale permutation entropy for multichannel fault diagnosis of hoisting machinery system	23
Resilient fast convolutional sparse filtering with convergence directivity for the bearing fault diagnosis	22
Integrating visual sensing and structural identification using 3D-digital image correlation and topology optimization to detect and reconstruct the 3D geometry of structural damage	22
Nonlinear-Lamb-wave-based plastic damage detection assisted by topologically designed metamaterial filters	21
Two-level fusion of multi-sensor information for compressor blade crack detection based on self-attention mechanism	21
All-fiber photoacoustic system for large-area nondestructive testing	21
An innovative machine learning based framework for water distribution network leakage detection and localization	21
Railway defect detection based on track geometry using supervised and unsupervised machine learning	21
Characterization and depth detection of internal delamination defects in CFRP based on line laser scanning infrared thermography	21
Denoising method of weak fault acoustic emission signal under strong background noise of engine based on autoencoder and wavelet packet decomposition	20
Incipient Fault Detection of Helical Gearbox Based on Variational Mode Decomposition and Time Synchronous Averaging	20
Potential and limitations of NARX for defect detection in guided wave signals	20
Automated vision-based post-earthquake safety assessment for bridges using STF-PointRend and EfficientNetB0	20
Pitting corrosion prediction based on electromechanical impedance and convolutional neural networks	19
Ultrasound tomography for health monitoring of carbon fibre–reinforced polymers using implanted nanocomposite sensor networks and enhanced reconstruction algorithm for the probabilistic inspection of	19

Bridge inspection component registration for damage evolution	19
Integrating the maximum mean discrepancy metric with time–frequency enhanced convolutional neural networks for fault diagnosis	19
Damage mode classification in CFRP laminates using convolutional autoencoder and convolutional neural network on acoustic emission waveforms	19
An enhanced deep intelligent model with feature fusion and ensemble learning for the fault diagnosis of rotating machinery	19
Deep learning-based indirect bridge damage identification system	19
Experimental research on online monitoring of high temperature and high speed airflow ablation of quartz ceramic thermal protection structure using guided wave	18
Spectral variational mode extraction and its application in fault detection of rolling bearing	18
Percussion-based loosening detection method for multi-bolt structure using convolutional neural network DenseNet-CBAM	18
Long-term structural health monitoring for bridge based on back propagation neural network and long and short-term memory	18
Building information modeling supported bridge structural health diagnosis and prognosis	18
A self-matching model for online anomaly recognition of safety monitoring data in dams	18
Laboratory and field experiment validations on the use of hydraulic transients for estimating buried water pipeline deterioration	18
Minimum noise amplitude deconvolution and its application in repetitive impact detection	17
A multiple-point monitoring model for concrete dam displacements based on correlated multiple-output support vector regression	17
Tension evaluation of prestressed strand based on combined features of nonlinear ultrasonic mixing	17
Separate modeling technique for deformation monitoring of concrete dams	17
An information fusion approach for increased reliability of condition monitoring With homogeneous and heterogeneous sensor systems	17
Wind turbine gearbox fault diagnosis via adaptive IMFogram	17
Deep exponential excitation networks: toward stronger attention mechanism for weak fault diagnosis	17
Advanced deep learning framework for underwater object detection with multibeam forward-looking sonar	17
Physics-informed deep learning for scattered full wavefield reconstruction from a sparse set of sensor data for impact diagnosis in structural health monitoring	16
Environmental impact assessment of guided wave-based structural health monitoring	16
Structural health monitoring of fastener hole using ring-design direct-write piezoelectric ultrasonic transducer	16
Acoustic emission source characterisation of chloride-induced corrosion damage in reinforced concrete	16
HierMUD: Hierarchical multi-task unsupervised domain adaptation between bridges for drive-by damage diagnosis	16
Dynamical modeling of spur gear with pitting based on image processing tooth surface	15
Identification of bridge influence line and multiple-vehicle loads based on physics-informed neural networks	15
An efficient online outlier recognition method of dam monitoring data based on improved M-robust regression	15
Damage detection of thin plates by fusing variational mode decomposition and spectral entropy	15
Damage evaluation in plain-woven CFRP plate with circular hole under cyclic tensile loading using electrical impedance tomography	15
Structural damage detection based on fundamental Bayesian two-stage model considering the modal parameters uncertainty	15
Research on a novel intelligent bearing system with three-parameter measurement: integration structure design and state monitoring capability analysis	15
Research on dynamic behavior and traffic management decision-making of suspension bridge after vortex-induced vibration event	15
Cross-correlation vibro-acoustic modulation method for damage detection	15
Crack detection in ultrahigh-performance concrete using robust principal component analysis and characteristic evaluation in the frequency domain	15
Heterogeneous structural responses recovery based on multi-modal deep learning	15
A dynamic weighted joint distribution domain adaptation network for cross-machine fault diagnosis of rolling bearings	15
A multi-stage method for defect detection of underwater structures based on deep learning	15
Quantitative detection of typical bridge surface damages based on global attention mechanism and YOLOv7 network	15
Three decades of statistical pattern recognition paradigm for SHM of bridges	15
Optimal sensor placement to detect ruptures in pipeline systems subject to uncertainty using an Adam-mutated genetic algorithm	15
Prestress monitoring for prestress tendons based on the resonance-enhanced magnetoelastic method considering the construction process	14
Synchroextracting frequency synchronous chirplet transform for fault diagnosis of rotating machinery under varying speed conditions	14
Composite encoder–decoder network for rapid bridge damage assessment using long-term monitoring acceleration data	14
Model uncertainty quantification of a degradation model of miter gates using normalizing flow-based likelihood-free inference	14
New approach for multidimensional prognostic of stochastic time series based on sparse-based fractional Levy quaternion extended Kalman filter	14
Casing integrity diagnosis using wellhead-based electromagnetic time domain reflectometry: laboratory study	14
An integrated condition monitoring scheme for health state identification of a multi-stage gearbox through Hurst exponent estimates	13
Gas pipeline event classification based on one-dimensional convolutional neural network	13
Damage imaging method based on circular DE-IDT array for phased array data fusion	13
Automated instance segmentation of asphalt pavement patches based on deep learning	13
U2CrackNet: a deeper architecture with two-level nested U-structure for pavement crack detection	13
Detecting and clustering structural damages using modal information and variational autoencoder with triple loss	13
Nonuniform data loss reconstruction based on time-series-specialized neural networks for structural health monitoring	13
Probabilistic damage analysis of rebar corrosion in recycled aggregate concrete using sideband intensity-based nonlinear ultrasonic technique	13
An enhanced topological analysis for Lamb waves based SHM methods	13
Modeling of an aircraft structural health monitoring sensor network for operational impact assessment	13
Urban dark fiber distributed acoustic sensing for bridge monitoring	13
Damage cross detection between bridges monitored within one cluster using the difference ratio of projected strain monitoring data	13
Multi-objective SHM sensor path optimisation for damage detection in large composite stiffened panels	12
Vibration-based structural damage localization through a discriminant analysis strategy with cepstral coefficients	12
Nonlinear ultrasonic Lamb wave phased array imaging based on hybrid array and time-reversal of harmonic	12
Automatic detection of structural defects in tunnel lining via network pruning and knowledge distillation in YOLO	12
A progressive decomposing and double screening strategy of VMD for weak fault extraction of hoisting machinery	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
A meta-transfer learning prediction method with few-shot data for the remaining useful life of rolling bearing	12
Multimodal feature fusion for detecting debonding in FRP-reinforced concrete interfaces using dual-branch CNN	12
Enhancing Lamb wave-based damage diagnosis in composite materials using a pseudo-damage boosted convolutional neural network approach	12
Robust fault diagnosis of quayside container crane gearbox based on 2D image representation in frequency domain and CNN	12
Condition identification of bolted connections using a virtual viscous damper	12
Examining the contribution of near real-time data for rapid seismic loss assessment of structures	12
An improved approach for compressive sensing of vibration signals considering spectral leakage effect	12
Recent progress in aircraft smart skin for structural health monitoring	12
Efficient generation of realistic guided wave signals for reliability estimation	12
A bolt loosening detection method based on patch antenna with overlapping sub-patch	12
Structural nonlinear damage identification based on the information distance of GNPAX/GARCH model and its experimental study	12
Stress–strain-based crack damage detection of composite structures using selective kernel convolutional networks and continuous wavelet transform	11
Hybrid artificial intelligence-based inference models for accurately predicting dam body displacements: A case study of the Fei Tsui dam	11
Crack detection based on deep learning: a method for evaluating the object detection networks considering the random fractal of crack	11
Residual correction-based dam deformation monitoring method via data dimension reduction and optimized Bi-LSTM algorithm	11

Looseness monitoring of multiple M1 bolt joints using multivariate intrinsic multiscale entropy analysis and Lorentz signal-enhanced piezoelectric active sensing	11
Measuring data similarity in population-based structural health monitoring using distance metrics	11
Basic research on usefulness of convolutional autoencoders in detecting defects in concrete using hammering sound	11
Physically meaningful uncertainty quantification in probabilistic wind turbine power curve models as a damage-sensitive feature	11
Extreme state prediction of long-span bridges using extended ACER method	11
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	11
A novel high-precision lightweight concrete bridge crack image recognition method based on knowledge distillation	11
Evaluating sensor performance for impact identification in composites: a comprehensive comparison of FBGs with PZTs	11
Quaternion empirical Ramanujan Fourier decomposition and its application in gear fault diagnosis	11
Monitoring and assessing concrete member states using implantable sensing technology and enhanced long short-term memory networks	10
Noncontact geomagnetic defect localization of buried energy pipelines using ICEEMDAN approach with MVF	10
Acoustic inspection system with unmanned aerial vehicles for wind turbines structure health monitoring	10
A fault source localization method for aircraft engine casing with dual-sensors based on acoustic emission	10
Review on recent advances in structural health monitoring paradigm for looseness detection in bolted assemblies	10
Monitoring data motivated health condition assessment of cement concrete pavements in field based on FBG sensing technology	10
A semisupervised fault frequency analysis method for rotating machinery based on restricted self-attention network	10
Deep recurrent-convolutional neural network learning and physics Kalman filtering comparison in dynamic load identification	10
Harmonic spectral correlated kurtosis and an adaptive matching extraction strategy of multi-fault features for rotating machinery	10
Structural health monitoring data cleaning based on Bayesian robust tensor learning	10
Ultrasonic monitoring of stress and cracks of the 1/3 scale mock-up of nuclear reactor concrete containment structure	10
Field test of internal visualization of deep-water pile foundation using ultrasonic waves	10
Theoretical and experimental investigation into detection of early-stage propagation of double cracks with distributed fiber optic sensor	10
Reference-free absolute strain estimation using longitudinal waves and relative strain measurements	10
Fisher embedding shift-invariant dictionary learning for weak feature recognition in bearing health monitoring	10
A novel spatiotemporal 3D CNN framework with multi-task learning for efficient structural damage detection	10
Lightweight semantic segmentation of complex structural damage recognition for actual bridges	10
Segmented sequence decomposition-Informer model for deformation of arch dams	10
Adhesive curing effect of bonded piezoelectric transducer on electromechanical impedance-based concrete structural damage detection	10
Baseline-free damage detection and sizing under varying temperatures using Lamb waves without temperature compensation	10
The installation of embedded ultrasonic transducers inside a bridge to monitor temperature and load influence using coda wave interferometry technique	10
Deep learning integrated Bayesian health indicator for cross-machine health monitoring	10
Successive variational nonstationary mode decomposition for bearing multi-fault diagnosis undertime-varying speed conditions	10
Research on fault diagnosis method based on the Markov transition field with enhanced properties and AM-MSCNN under different external environmental interference	10
An output-only damage identification method based on reinforcement-aided evolutionary algorithm and heterogeneous response reconstruction	10
New health indicators for the monitoring of bearing failures under variable loads	10
Fault diagnosis using variational autoencoder GAN and focal loss CNN under unbalanced data	10
Development of a novel real-time AE source localisation technique using ANN for health monitoring of rail section: an experimental study	10
Application of synchro spline-kernelled chirplet transformation in nonlinear ultrasonic wave modulation: self-sensing method with temperature protection	10
Fault diagnosis of high-speed motorized spindles based on lumped parameter model and enhanced transfer learning	9
An unsupervised context-free forecasting method for structural health monitoring by generative adversarial networks with progressive growing and self-attention	9
Robust fault diagnosis of rolling bearing via phase space reconstruction of intrinsic mode functions and neural network under various operating conditions	9
An MPPCA-based approach for anomaly detection of structures under multiple operational conditions and missing data	9
Direct-write piezoelectric coating transducers in combination with discrete ceramic transducer and laser pulse excitation for ultrasonic impact damage detection on composite plates	9
Value of information of structural health monitoring with temporally dependent observations	9
Failure diagnosis and physical interpretation of journal bearing for slurry liquid using long-term real vibration data	9
Research on compound faults identification of aeroengine inter-shaft bearing based on CCF–Complexity–VMD–SVD	9
Impact localization and force reconstruction for composite plates based on virtual time reversal processing with time-domain spectral finite element method	9
Acoustic emission waveforms for damage monitoring in composite materials: Shifting in spectral density, entropy and wavelet packet transform	9
Damage quantification using transfer component analysis combined with Gaussian process regression	9
On statistic alignment for domain adaptation in structural health monitoring	9
Quantifying the extent of local damage of a 60-year-old prestressed concrete bridge: A hybrid SHM approach	9
Automated damage detection for open-air and underwater navigation infrastructure using generative AI-produced training data for deep learning models	9
A rolling bearing fault diagnosis method based on interactive generative feature space oversampling-based autoencoder under imbalanced data	9
Optimum wavelet selection for nonparametric analysis toward structural health monitoring for processing big data from sensor network: A comparative study	9
A novel sparse Gaussian process regression with time-aware spatiotemporal kernel for remaining useful life prediction and uncertainty quantification of bearings	9
Data quality evaluation for bridge structural health monitoring based on deep learning and frequency-domain information	9
Bolt loosening detection method based on double-layer slotted circular patch antenna	9
A method for reconstruction of structural health monitoring data using WGANGP with U-net generator	9
Damage identification of bolt connection in steel truss structures by using sound signals	9
Numerical and experimental investigation on crack detection in a beam using maximal overlapping discrete wavelet transform	9
A three-stage online anomaly identification model for monitoring data in dams	9
Enhanced Bayesian sparse representation of mechanical fault signals by structural feature-oriented matching composite dictionary construction	9
Condition monitoring and warning of a belt drive system based on a logical analysis of data regression-based residual control chart	9
Leak monitoring and positioning of pressurized water pipeline network	9
Amplitude-Modulation Vibro-Acoustic Technique for Damage Evaluation	9
A novel adaptive boosting algorithm with distance-based weighted least square support vector machine and filter factor for carbon fiber reinforced polymer multi-damage classification	9
Damage detection and location using a simulated annealing-artificial hummingbird algorithm with an improved objective function	8
Damage detection for structural health monitoring using ultra-sensitive flexible piezoelectret sensors	8
Diversity maximization-based transfer diagnosis approach of rotating machinery	8
Accelerated strategies for impact identification of composite laminate using sparse sensor networks and model-based virtual time reversal	8
Detecting ice on plate-like structures via flow-induced random vibration: a dispersion curve shift identification approach	8
Efficient segmentation of water leakage in shield tunnel lining with convolutional neural network	8
Towards high-precision data modeling of SHM measurements using an improved sparse Bayesian learning scheme with strong generalization ability	8
Wind turbine pitch bearing fault detection with Bayesian augmented temporal convolutional networks	8
Time series analysis and sparse sensor network-based impact monitoring for aircraft complex structures	8
Assessment of ice impact load threshold exceedance in the propulsion shaft of an ice-faring vessel via Bayesian inversion	8
A rolling bearing fault diagnosis method based on a convolutional neural network with frequency attention mechanism	8
Initial structural damage detection approach via FE-based data augmentation and class activation map	8
A lightweight deep learning network based on knowledge distillation for applications of efficient crack segmentation on embedded devices	8
Damage location diagnosis of frame structure based on wavelet denoising and convolution neural network implanted with Inception module and LSTM	8
Acoustic monitoring of wind turbine blades using wavelet packet analysis and 1D convolutional neural networks	8
Damage detection on the blade of an operating wind turbine via a single vibration sensor and statistical time series methods: Exploring the performance limits of robust methods	8
Reliability analysis of complex structures based on Bayesian inference	8
An unsupervised multiclass fault diagnosis method and application based on affine-invariant Riemannian metric and spectral clustering	8
Machine tool chattering monitoring by Chen-Lee chaotic system-based deep convolutional generative adversarial nets	8
Long-term continuous automatic modal tracking algorithm based on Bayesian inference	8
High-order iterative rearrangement transform for time–frequency characterization of bearing fault impact	8
Health monitoring of automotive clutch system through feature fusion and application of tree-based classifiers	8
Bolt damage identification based on orientation-aware center point estimation network	8
A novel method for early fault diagnosis of planetary gearbox with distributed tooth surface wear	8
The SAMgram: a novel local enhancement and targeted extraction strategy for weak bearing fault characteristics	8
Contact delamination detection of anisotropic composite plates using non-elliptical probability imaging of nonlinear ultrasonic guided waves	8
Comprehensive assessment and monitoring of bond deterioration in GFRP-reinforced concrete beams using guided wave and acoustic emission techniques	8
A semi-supervised self-training method to develop assistive intelligence for segmenting multiclass bridge elements from inspection videos	8
Optical crack detection and assessment using cholesteric liquid crystal elastomers	8