Structural Health Monitoring-An International Journal

Article	Citations
Damage cross detection between bridges monitored within one cluster using the difference ratio of projected strain monitoring data	262
Heterogeneous structural responses recovery based on multi-modal deep learning	182
Identification of bridge influence line and multiple-vehicle loads based on physics-informed neural networks	115
Detection of near-surface defects using a coin-tap approach based on the equivalent impact stiffness of Hertzian contact theory	109
Experimental research on online monitoring of high temperature and high speed airflow ablation of quartz ceramic thermal protection structure using guided wave	94
Cross-correlation vibro-acoustic modulation method for damage detection	74
Damage mode classification in CFRP laminates using convolutional autoencoder and convolutional neural network on acoustic emission waveforms	65
An efficient online outlier recognition method of dam monitoring data based on improved M-robust regression	61
Pitting corrosion prediction based on electromechanical impedance and convolutional neural networks	60
Meta-model structural monitoring with cutting-edge AAE-VMD fusion alongside optimized machine learning methods	57
New approach for multidimensional prognostic of stochastic time series based on sparse-based fractional Levy quaternion extended Kalman filter	51
Looseness monitoring of multiple M1 bolt joints using multivariate intrinsic multiscale entropy analysis and Lorentz signal-enhanced piezoelectric active sensing	50
Novelty detection of cable-stayed bridges based on cable force correlation exploration using spatiotemporal graph convolutional networks	47
Nonlinear ultrasonic Lamb wave phased array imaging based on hybrid array and time-reversal of harmonic	47
Enhancing Lamb wave-based damage diagnosis in composite materials using a pseudo-damage boosted convolutional neural network approach	47
Railway defect detection based on track geometry using supervised and unsupervised machine learning	47
All-fiber photoacoustic system for large-area nondestructive testing	45
Deep learning neural networks with input processing for vibration-based bearing fault diagnosis under imbalanced data conditions	44
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
Integrating visual sensing and structural identification using 3D-digital image correlation and topology optimization to detect and reconstruct the 3D geometry of structural damage	43
Resilient fast convolutional sparse filtering with convergence directivity for the bearing fault diagnosis	42
Vibration-based structural damage localization through a discriminant analysis strategy with cepstral coefficients	39
Multi-modal model updating of miter gates on navigational locks	37
The early warning method of Dagangshan high-arch dam risk based on the time series prediction of the multivariate monitoring data	37
Statistics-based baseline-free approach for rapid inspection of delamination in composite structures using ultrasonic guided waves	36

An enhanced topological analysis for Lamb waves based SHM methods	36
Detecting bolt looseness of flanged joint based on multiple-mode conversion	35
Small-sample damage detection of bleacher structure based on GAN and MSS-CNN models	35
Acoustic emission monitoring of corrosion in steel pipes using Lamb-type helical waves	35
Monitoring of self-healing in concrete with micro-capsules using a combination of air-coupled surface wave and computer-vision techniques	35
Examining the contribution of near real-time data for rapid seismic loss assessment of structures	35
Novel tensor subspace system identification algorithm to identify time-varying modal parameters of bridge structures	35
Multiple-input, multiple-output modal testing of a Hawk T1A aircraft: a new full-scale dataset for structural health monitoring	34
Acoustic sensing and autoencoder approach for abnormal gas detection in a spent nuclear fuel canister mock-up	33
Multi-objective SHM sensor path optimisation for damage detection in large composite stiffened panels	33
A novel hybrid strategy for damage detection of wind turbine yaw bearing	32
A Feature Extraction & Selection Benchmark for Structural Health Monitoring	32
Adaptive resize-residual deep neural network for fault diagnosis of rotating machinery	32
Quantitative acoustic emission investigation on the crack evolution in concrete prisms by frequency analysis based on wavelet packet transform	30
Stress–strain-based crack damage detection of composite structures using selective kernel convolutional networks and continuous wavelet transform	30
Gas pipeline event classification based on one-dimensional convolutional neural network	30
B-Spline signature responses in structural change detection: method development	28
An intelligent detection approach for multi-part cover based on deep learning under unbalanced and small size samples	28
Adaptive time-domain impact extraction method for multi-source impact vibration signal of diesel engine	27
Automatic detection of structural defects in tunnel lining via network pruning and knowledge distillation in YOLO	27
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	27
Multi-time Lamb waves space wavenumber imaging method based on ultrasonic-guided wavefield	27
Crack detection in ultrahigh-performance concrete using robust principal component analysis and characteristic evaluation in the frequency domain	27
Modeling of an aircraft structural health monitoring sensor network for operational impact assessment	27
Damage imaging of concrete wall-like structures using cylindrical concrete implantable module	26
A hierarchical Bayesian model updating method for bridge structures by fusing multi-source information	26
A review of structural health monitoring of bonded structures using electromechanical impedance spectroscopy	26
Gradient-based domain-augmented meta-learning single-domain generalization for fault diagnosis under variable operating conditions	26
A multi-stage method for defect detection of underwater structures based on deep learning	24
Health monitoring of sandwich composites with auxetic core subjected to indentation tests using acoustic emission	23
Entire loosening stage monitoring of bolted joints via nonlinear electro-mechanical impedance spectroscopy	23
Leakage identification and numerical simulation of embankment dams based on infrared thermal imaging	23
A novel intelligent inspection robot with deep stereo vision for three-dimensional concrete damage detection and quantification	23
Grading diagnosis of beam bridge support separation disease within one cluster based on the difference in the probability density function of the measured data	23
A progressive decomposing and double screening strategy of VMD for weak fault extraction of hoisting machinery	23
3DGEN: a framework for generating custom-made synthetic 3D datasets for civil structure health monitoring	22
Damage monitoring of glass/epoxy-curved laminates with different stacking sequences using acoustic emission	22
An innovative machine learning based framework for water distribution network leakage detection and localization	21
A novel passive-to-active fusion method using neural network for structural damage localization under workload	21
Deep learning-based indirect bridge damage identification system	21
Optimal sensor placement to detect ruptures in pipeline systems subject to uncertainty using an Adam-mutated genetic algorithm	21
Potential and limitations of NARX for defect detection in guided wave signals	21
Bridge inspection component registration for damage evolution	20
U2CrackNet: a deeper architecture with two-level nested U-structure for pavement crack detection	20
Structural damage detection based on fundamental Bayesian two-stage model considering the modal parameters uncertainty	20
Deep exponential excitation networks: toward stronger attention mechanism for weak fault diagnosis	20
Spectral variational mode extraction and its application in fault detection of rolling bearing	20
Separate modeling technique for deformation monitoring of concrete dams	20
Synchroextracting frequency synchronous chirplet transform for fault diagnosis of rotating machinery under varying speed conditions	19
An information fusion approach for increased reliability of condition monitoring With homogeneous and heterogeneous sensor systems	19

A bolt loosening detection method based on patch antenna with overlapping sub-patch	19
Advanced deep learning framework for underwater object detection with multibeam forward-looking sonar	19
Percussion-based loosening detection method for multi-bolt structure using convolutional neural network DenseNet-CBAM	19
Special Issue: A Value of Information Perspective	19
Building information modeling supported bridge structural health diagnosis and prognosis	19
A multiple-point monitoring model for concrete dam displacements based on correlated multiple-output support vector regression	19
Structural nonlinear damage identification based on the information distance of GNPAX/GARCH model and its experimental study	18
Diagnosis of internal cracks in concrete using vibro-acoustic modulation and machine learning	18
Pitting corrosion diagnostics and prognostics for miter gates using multiscale simulation and image inspection data	18
An enhanced deep intelligent model with feature fusion and ensemble learning for the fault diagnosis of rotating machinery	18
Robust fault diagnosis of quayside container crane gearbox based on 2D image representation in frequency domain and CNN	18
Condition identification of bolted connections using a virtual viscous damper	18
Recent progress in aircraft smart skin for structural health monitoring	18
Multivariate variational mode decomposition and generalized composite multiscale permutation entropy for multichannel fault diagnosis of hoisting machinery system	17
Extreme state prediction of long-span bridges using extended ACER method	17
Gaussian process regression for active sensing probabilistic structural health monitoring: experimental assessment across multiple damage and loading scenarios	17
Nonlinear-Lamb-wave-based plastic damage detection assisted by topologically designed metamaterial filters	17
Damage detection of thin plates by fusing variational mode decomposition and spectral entropy	17
Semantic segmentation model for concrete cracks based on parallel Swin-CNNs framework	17
Fracture mode classification of UHPC based on deep learning and wavelet time–frequency spectrum derived from acoustic emission waveform	17
Integrating the maximum mean discrepancy metric with time–frequency enhanced convolutional neural networks for fault diagnosis	17
Tension evaluation of prestressed strand based on combined features of nonlinear ultrasonic mixing	16
HierMUD: Hierarchical multi-task unsupervised domain adaptation between bridges for drive-by damage diagnosis	16
Waveform covariance imaging for Lamb wave phased array	16
Structural health monitoring of fastener hole using ring-design direct-write piezoelectric ultrasonic transducer	16
Measuring data similarity in population-based structural health monitoring using distance metrics	16
Three decades of statistical pattern recognition paradigm for SHM of bridges	15
Model uncertainty quantification of a degradation model of miter gates using normalizing flow-based likelihood-free inference	15
Drive-by bridge damage detection using Mel-frequency cepstral coefficients and support vector machine	15
Processing and structural health monitoring of a composite overwrapped pressure vessel for hydrogen storage	15
A novel fault evaluation method based on nonlinear vibration features and Euclidean distance measurement for grid-like structures	15
A weighted frequency domain energy operator spectral method based on soft thresholding fast iterative filtering for rolling bearing incipient fault feature extraction	15
Urban dark fiber distributed acoustic sensing for bridge monitoring	15
Optimal tuning of three deep learning methods with signal processing and anomaly detection for multi-class damage detection of a large-scale bridge	15
Toward diagnostics of water-lubricated bearings of naval vessels by vibration analysis	15
Performance evaluation of Jensen–Shannon divergence-based incipient fault diagnosis: Theoretical proofs and validations	15
A novel Lamb wave-based multi-damage dataset construction and quantification algorithm under the framework of multi-task deep learning	15
Interpretable convolutional sparse coding method of Lamb waves for damage identification and localization	15
Prestress monitoring for prestress tendons based on the resonance-enhanced magnetoelastic method considering the construction process	15
Acoustic emission source characterisation of chloride-induced corrosion damage in reinforced concrete	15
Damage evaluation in plain-woven CFRP plate with circular hole under cyclic tensile loading using electrical impedance tomography	15
Damage imaging method based on circular DE-IDT array for phased array data fusion	14
Automated instance segmentation of asphalt pavement patches based on deep learning	14
Damage identification of steel bridge based on data augmentation and adaptive optimization neural network	14
Research on dynamic behavior and traffic management decision-making of suspension bridge after vortex-induced vibration event	14
20 years of monitoring of a steel jacket offshore platform: variability of environmental and modal parameters	14
A general framework for supervised structural health monitoring and sensor output validation mitigating data imbalance with generative adversarial networks-generated high-dimensional features	14
Quantitative detection of typical bridge surface damages based on global attention mechanism and YOLOv7 network	13
Online health monitoring of rotating machine elements using statistical spectral distances	13
Characterization and depth detection of internal delamination defects in CFRP based on line laser scanning infrared thermography	13
Automated vision-based post-earthquake safety assessment for bridges using STF-PointRend and EfficientNetB0	13
Two-level fusion of multi-sensor information for compressor blade crack detection based on self-attention mechanism	13
Adaptive bearing fault diagnosis using reference frequency and modified scalogram	13
Denoising method of weak fault acoustic emission signal under strong background noise of engine based on autoencoder and wavelet packet decomposition	13
Incipient Fault Detection of Helical Gearbox Based on Variational Mode Decomposition and Time Synchronous Averaging	13
Laboratory and field experiment validations on the use of hydraulic transients for estimating buried water pipeline deterioration	13
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	13
A self-matching model for online anomaly recognition of safety monitoring data in dams	13
New robust adaptive beamforming for imaging damages scattering coherent Lamb waves	13
Long-term structural health monitoring for bridge based on back propagation neural network and long and short-term memory	13
A novel high-precision lightweight concrete bridge crack image recognition method based on knowledge distillation	12
Minimum noise amplitude deconvolution and its application in repetitive impact detection	12
Towards smart monitoring of systems: an integrated non-parametric Bayesian KDE and LSTM approach for anomaly detection of rotating machinery under uncertainties	12
Quantitative blade damage detection based on multisource domain and multistage joint transfer	12
Wind turbine gearbox fault diagnosis via adaptive IMFogram	12
Hybrid artificial intelligence-based inference models for accurately predicting dam body displacements: A case study of the Fei Tsui dam	12
Physics-informed deep learning for scattered full wavefield reconstruction from a sparse set of sensor data for impact diagnosis in structural health monitoring	12
Performance assessment of steel cantilever beams based on connection behaviour using DIC technique and improved hybrid PSO algorithm	12
Detecting and clustering structural damages using modal information and variational autoencoder with triple loss	12
Environmental impact assessment of guided wave-based structural health monitoring	12
Ultrasound tomography for health monitoring of carbon fibre–reinforced polymers using implanted nanocomposite sensor networks and enhanced reconstruction algorithm for the probabilistic inspection of	12
An integrated condition monitoring scheme for health state identification of a multi-stage gearbox through Hurst exponent estimates	12
Composite encoder–decoder network for rapid bridge damage assessment using long-term monitoring acceleration data	12
Multi-level damage diagnosis on stiffened composite panels based on a damage-uninformative digital twin	12
Dynamical modeling of spur gear with pitting based on image processing tooth surface	12
Baseline-free damage detection and sizing under varying temperatures using Lamb waves without temperature compensation	11
Casing integrity diagnosis using wellhead-based electromagnetic time domain reflectometry: laboratory study	11
Data privacy preserving federated transfer learning in machinery fault diagnostics using prior distributions	11
Quaternion empirical Ramanujan Fourier decomposition and its application in gear fault diagnosis	11
A novel spatiotemporal 3D CNN framework with multi-task learning for efficient structural damage detection	11

Research on a novel intelligent bearing system with three-parameter measurement: integration structure design and state monitoring capability analysis	11
Probabilistic damage analysis of rebar corrosion in recycled aggregate concrete using sideband intensity-based nonlinear ultrasonic technique	11
Ultrasonic monitoring of stress and cracks of the 1/3 scale mock-up of nuclear reactor concrete containment structure	11
Intelligent fault diagnosis of rotating machinery under variable working conditions based on deep transfer learning with fusion of local and global time–frequency features	11
The installation of embedded ultrasonic transducers inside a bridge to monitor temperature and load influence using coda wave interferometry technique	11
Efficient generation of realistic guided wave signals for reliability estimation	11
A dynamic weighted joint distribution domain adaptation network for cross-machine fault diagnosis of rolling bearings	11
Physically meaningful uncertainty quantification in probabilistic wind turbine power curve models as a damage-sensitive feature	11
Noncontact geomagnetic defect localization of buried energy pipelines using ICEEMDAN approach with MVF	11
Damage identification using convolutional neural networks from instantaneous displacement measurements via image processing	10
Using THz waves to diagnose debonding defects in a heat-resistant structure	10
Enhancing damage localisation in critical areas of storage tanks in floating production storage and offloadings with a guided wave structural health monitoring system	10
Model-based damage identification with simulated transmittance deviations and deep learning classification	10
Long-term creep monitoring of composite wing leading edge using embedded fiber Bragg grating	10
Review on recent advances in structural health monitoring paradigm for looseness detection in bolted assemblies	10
Reference-free absolute strain estimation using longitudinal waves and relative strain measurements	10
Image quality improvement in multi-mode laser ultrasound imaging using reconstructed synthetic aperture focusing technique	10
Monitoring and assessing concrete member states using implantable sensing technology and enhanced long short-term memory networks	10
A novel image multitasking enhancement model for underwater crack detection	10
Displacement response estimation of a cable-stayed bridge subjected to various loading conditions with one-dimensional residual convolutional autoencoder method	10
A fault source localization method for aircraft engine casing with dual-sensors based on acoustic emission	10
Deep learning integrated Bayesian health indicator for cross-machine health monitoring	10
Intelligent fault diagnosis of high-speed train axle box bearings under parameter fluctuation working conditions using continuous cohomology-based meta-transfer learning framework	10
Detection of shallow wall-thinning of pipes using a flexible interdigital transducer-based scanning laser Doppler vibrometer	10
Vision-based detection of bolt tension considering non-rotatory loosening via a new calculation method of bolt flexibility coefficient	10
Optical phase mode analysis method for pipeline bolt looseness identification using distributed optical fiber acoustic sensing	10
Automatic quality detection system for structural objects using dynamic output method: Case study Vilnius bridges	10
A novel index for vibration-based damage detection technique in laminated composite plates under forced vibrations: experimental study	10
Acoustic inspection system with unmanned aerial vehicles for wind turbines structure health monitoring	10
Leakage aperture identification of natural gas pipeline based on compressed acquisition and DSAE	10
Prototype-assisted multiscale graph representation learning-based mechanical fault detection method under complex operating conditions	10
Precise damage shaping in self-sensing composites using electrical impedance tomography and genetic algorithms	10
Structural health monitoring data cleaning based on Bayesian robust tensor learning	10
Combined machine learning–wave propagation approach for monitoring timber mechanical properties under UV aging	10
Lightweight semantic segmentation of complex structural damage recognition for actual bridges	10
A rapid 2D-FDTD method for damage detection in stiffened plate using time-reversed Lamb wave	10
Improved bidirectional echo state network-based time series reconstruction and prediction for structural response	10
Residual correction-based dam deformation monitoring method via data dimension reduction and optimized Bi-LSTM algorithm	9
Addressing practicalities in multivariate nonlinear regression for mitigating environmental and operational variations	9
Fisher embedding shift-invariant dictionary learning for weak feature recognition in bearing health monitoring	9
An output-only damage identification method based on reinforcement-aided evolutionary algorithm and heterogeneous response reconstruction	9
Harmonic spectral correlated kurtosis and an adaptive matching extraction strategy of multi-fault features for rotating machinery	9
A vibration-based approach for damage identification and monitoring of prefabricated beam bridges	9
Basic research on usefulness of convolutional autoencoders in detecting defects in concrete using hammering sound	9
A study on the use of fundamental antisymmetric-like guided wave for health monitoring of elastic–viscoelastic bilayer structures	9
Unsupervised dam anomaly detection with spatial–temporal variational autoencoder	9
Reliability analysis of complex structures based on Bayesian inference	9
Unsupervised damage assessment under varying ambient temperature based on an adjusted artificial neural network and new multivariate covariance-based distances	9
A deep neural network for electrical resistance calibration of self-sensing carbon fiber polymer composites compatible with edge computing structural monitoring hardware electronics	9
A method of acoustic emission source location for engine fault based on time difference matrix	9
Theoretical and experimental investigation into detection of early-stage propagation of double cracks with distributed fiber optic sensor	9
Monitoring data motivated health condition assessment of cement concrete pavements in field based on FBG sensing technology	9
A semisupervised fault frequency analysis method for rotating machinery based on restricted self-attention network	9
Application of synchro spline-kernelled chirplet transformation in nonlinear ultrasonic wave modulation: self-sensing method with temperature protection	9
Assessment of ice impact load threshold exceedance in the propulsion shaft of an ice-faring vessel via Bayesian inversion	9
Automated damage detection for open-air and underwater navigation infrastructure using generative AI-produced training data for deep learning models	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
Research on fault diagnosis method based on the Markov transition field with enhanced properties and AM-MSCNN under different external environmental interference	9
New health indicators for the monitoring of bearing failures under variable loads	9
Impact of climate change on long-term damage detection for structural health monitoring of bridges	9
Simultaneous crack and temperature sensing with passive patch antenna	9
A lightweight deep learning network based on knowledge distillation for applications of efficient crack segmentation on embedded devices	9
Detecting ice on plate-like structures via flow-induced random vibration: a dispersion curve shift identification approach	9
High-order iterative rearrangement transform for time–frequency characterization of bearing fault impact	8
Field test of internal visualization of deep-water pile foundation using ultrasonic waves	8
Development of a novel real-time AE source localisation technique using ANN for health monitoring of rail section: an experimental study	8
Deep recurrent-convolutional neural network learning and physics Kalman filtering comparison in dynamic load identification	8
Cubic spline interpolation-based refined composite multiscale dispersion entropy and its application to bearing fault identification	8
Warped Gaussian processes for predicting the degradation of aerospace structures	8
Health monitoring of automotive clutch system through feature fusion and application of tree-based classifiers	8
Bolt loosening detection method based on double-layer slotted circular patch antenna	8
Robust fault diagnosis of rolling bearing via phase space reconstruction of intrinsic mode functions and neural network under various operating conditions	8
Bolt damage identification based on orientation-aware center point estimation network	8
Stiffness identification of fixing device in CRTS II slab track based on long-term monitoring data	8
Segmented sequence decomposition-Informer model for deformation of arch dams	8
Optimization of distributed fiber optic sensors for pavements by combining DEM-FDM coupled numerical simulation method and response surface method	8
A novel method for steel bar all-stage pitting corrosion monitoring using the feature-level fusion of ultrasonic direct waves and coda waves	8
Interval prediction method for dynamic zoning of displacements in super-high arch dam under significant water level fluctuations	8
Accelerated strategies for impact identification of composite laminate using sparse sensor networks and model-based virtual time reversal	8
Initial structural damage detection approach via FE-based data augmentation and class activation map	8
Acoustic emission waveforms for damage monitoring in composite materials: Shifting in spectral density, entropy and wavelet packet transform	8
Numerical and experimental investigation on crack detection in a beam using maximal overlapping discrete wavelet transform	8
Impact localization and force reconstruction for composite plates based on virtual time reversal processing with time-domain spectral finite element method	8
Spall size estimation for wind turbine pitch bearings: observation, signal processing method and experiments	8
Adhesive curing effect of bonded piezoelectric transducer on electromechanical impedance-based concrete structural damage detection	8
CNN-DST: Ensemble deep learning based on Dempster–Shafer theory for vibration-based fault recognition	8
On the selection of the most plausible non-linear axial stress–strain model for railway ballast under different impulse magnitudes	8
Multi-feature integration and machine learning for guided wave structural health monitoring: Application to switch rail foot	8
Research on compound faults identification of aeroengine inter-shaft bearing based on CCF–Complexity–VMD–SVD	8
Damage detection for structural health monitoring using ultra-sensitive flexible piezoelectret sensors	8
Multi-Bolt looseness detection using a new acoustic emission strategy	8
An unsupervised context-free forecasting method for structural health monitoring by generative adversarial networks with progressive growing and self-attention	8
Machine tool chattering monitoring by Chen-Lee chaotic system-based deep convolutional generative adversarial nets	8