Structural Health Monitoring-An International Journal

Article	Citations
A novel fault evaluation method based on nonlinear vibration features and Euclidean distance measurement for grid-like structures	230
Structural nonlinear damage identification based on the information distance of GNPAX/GARCH model and its experimental study	151
Interpretable convolutional sparse coding method of Lamb waves for damage identification and localization	131
Modeling of an aircraft structural health monitoring sensor network for operational impact assessment	76
Hybrid artificial intelligence-based inference models for accurately predicting dam body displacements: A case study of the Fei Tsui dam	74
Multimodal feature fusion for detecting debonding in FRP-reinforced concrete interfaces using dual-branch CNN	60
Model uncertainty quantification of a degradation model of miter gates using normalizing flow-based likelihood-free inference	56
20 years of monitoring of a steel jacket offshore platform: variability of environmental and modal parameters	55
A novel edge intelligence application model with lightweight network and antinoise ability for bearing fault diagnosis	55
Multi-modal model updating of miter gates on navigational locks	55
Imaging cracks in orthotropic steel decks based on guided wave and variational Bayesian robust principal component analysis	52
Vibration-based monitoring of a super tall building with TMD during typhoon Ampil	52
Meta-model structural monitoring with cutting-edge AAE-VMD fusion alongside optimized machine learning methods	50
Entire loosening stage monitoring of bolted joints via nonlinear electro-mechanical impedance spectroscopy	49
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	46
U2CrackNet: a deeper architecture with two-level nested U-structure for pavement crack detection	46
Small-sample damage detection of bleacher structure based on GAN and MSS-CNN models	46
Multi-level damage diagnosis on stiffened composite panels based on a damage-uninformative digital twin	45
Wind turbine gearbox fault diagnosis via adaptive IMFogram	44
Potential and limitations of NARX for defect detection in guided wave signals	44
An intelligent detection approach for multi-part cover based on deep learning under unbalanced and small size samples	43
Bayesian system identification considering the spatial correlation of distributed loads	43
Extracting and identifying essential characteristics of gear pitting and cracks with consideration of fault mechanisms	40
Multivariate variational mode decomposition and generalized composite multiscale permutation entropy for multichannel fault diagnosis of hoisting machinery system	39
Enhancing Lamb wave-based damage diagnosis in composite materials using a pseudo-damage boosted convolutional neural network approach	38

Laboratory and field experiment validations on the use of hydraulic transients for estimating buried water pipeline deterioration	37
Heterogeneous structural responses recovery based on multi-modal deep learning	37
Percussion-based loosening detection method for multi-bolt structure using convolutional neural network DenseNet-CBAM	37
Dynamical modeling of spur gear with pitting based on image processing tooth surface	37
Bridge inspection component registration for damage evolution	37
Physics-informed deep learning for scattered full wavefield reconstruction from a sparse set of sensor data for impact diagnosis in structural health monitoring	35
Multiple-input, multiple-output modal testing of a Hawk T1A aircraft: a new full-scale dataset for structural health monitoring	35
Vibration-based structural damage localization through a discriminant analysis strategy with cepstral coefficients	34
Looseness monitoring of multiple M1 bolt joints using multivariate intrinsic multiscale entropy analysis and Lorentz signal-enhanced piezoelectric active sensing	34
Bridge damage detection using unsupervised learning with vehicle-induced vibrations	34
Leakage aperture identification of natural gas pipeline based on compressed acquisition and DSAE	33
Railway defect detection based on track geometry using supervised and unsupervised machine learning	33
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	33
Semantic segmentation model for concrete cracks based on parallel Swin-CNNs framework	33
Quantifying the extent of local damage of a 60-year-old prestressed concrete bridge: A hybrid SHM approach	32
Interval prediction method for dynamic zoning of displacements in super-high arch dam under significant water level fluctuations	30
Temperature compensation to guided wave-based monitoring of bolt loosening using an attention-based multi-task network	30
A lightweight deep learning network based on knowledge distillation for applications of efficient crack segmentation on embedded devices	30
An integrated deep neural network model combining 1D CNN and LSTM for structural health monitoring utilizing multisensor time-series data	29
Aging state detection of viscoelastic sandwich structure using redundant second generation wavelet packet transform and fuzzy support vector data description	27
Addressing practicalities in multivariate nonlinear regression for mitigating environmental and operational variations	27
Hierarchical verification and validation in a forward model-driven structural health monitoring strategy	27
Physically meaningful uncertainty quantification in probabilistic wind turbine power curve models as a damage-sensitive feature	27
Long-term creep monitoring of composite wing leading edge using embedded fiber Bragg grating	27
Time series analysis and sparse sensor network-based impact monitoring for aircraft complex structures	27
A semisupervised fault frequency analysis method for rotating machinery based on restricted self-attention network	26
Crack detection based on deep learning: a method for evaluating the object detection networks considering the random fractal of crack	26
Adaptive fault components extraction based on physically interpretable optimized weight time–frequency matrix index and its applications in rotating machinery fault diagnosis	25
Subdomain cointegration method for early damage warning of bridges considering nonlinear and nonstationary modal variabilities	25
Prototype-assisted multiscale graph representation learning-based mechanical fault detection method under complex operating conditions	25
A remaining useful life prediction approach for ball bearing by acoustic emission signal and physics-informed neural network	25
Monitoring data motivated health condition assessment of cement concrete pavements in field based on FBG sensing technology	25
Intelligent fault diagnosis of rotating machinery under variable working conditions based on deep transfer learning with fusion of local and global time–frequency features	24
Rolling bearing signal monitoring and diagnosis based on global arc length entropy	24
Cubic spline interpolation-based refined composite multiscale dispersion entropy and its application to bearing fault identification	24
Development of a novel real-time AE source localisation technique using ANN for health monitoring of rail section: an experimental study	24
An unsupervised multiclass fault diagnosis method and application based on affine-invariant Riemannian metric and spectral clustering	24
Towards high-precision data modeling of SHM measurements using an improved sparse Bayesian learning scheme with strong generalization ability	23
Displacement response estimation of a cable-stayed bridge subjected to various loading conditions with one-dimensional residual convolutional autoencoder method	23
Distributed fiber optic strain sensing for crack detection with Brillouin shift spectrum back analysis	22
Fast Tomography: A greedy, heuristic, mesh size–independent methodology for local velocity reconstruction for AE waves in distance decaying environment in semi real-time	22
Automatic identification of early strength of high-performance concrete based on micro-impedance sensing system and deep learning method	22
Absolute maximum slope difference method for NPW real-time localization of leakage in pipelines	22
Interpretable Siamese dual attention enhancement transfer compound diagnostic model for unbalanced samples	22
Modeling and designing of a phased array comprising piezoelectric stack transducer for ultrasonic Lamb wave-based damage detection	22
Spatial electric potential distributions and damage mapping in 3D carbon fiber/epoxy angle-interlock woven composites with different current directions	22
Structural performance assessment considering both observed and latent environmental and operational conditions: A Gaussian process and probability principal component analysis method	22
An in situ prepared fiber-based piezoresistive film for ultrasonic wave detection on nonplanar carbon fiber-reinforced composites	21
Nanocomposite sensors with indium tin oxide nanowires in a polyvinyl butyral matrix for crack detection in structural health monitoring	21
Rolling bearings fault diagnosis under various loads conditions based on GWJO-VMD-MAFCNN	21

Damage diagnosis of plates and shells through modal parameters reconstruction using inverse finite-element method	21
Regional-scale bridge health monitoring: survey of current methods and roadmap for future opportunities under changing climate	21
Experimental and numerical investigations on the acoustoelastic effect in hyperelastic waveguides	21
A value-of-information-based optimal sensor placement design framework for cost-effective structural health monitoring (with application to miter gate monitoring)	21
Compound fault diagnosis method for rolling bearings based on enhanced MED and adaptive periodized symplectic geometry mode decomposition	21
Test accuracy requirements for optimal decision-making in management of post-tensioned concrete bridges	20
Adaptive Autoregressive Modelling Based Structural Health Monitoring of RC Beam-Column Joint Subjected to Shock Loading	20
Condition assessment of cable-stayed bridges based on heterogeneous data correlation mining using multichannel spatiotemporal graph convolutional network	20
Tunnel lining water leakage image Segmentation based on improved BlendMask	20
Dynamic characteristics analysis and the identification signal of the horizontal tail drive shaft system with the ballistic impact damage of a helicopter	20
Novel approaches of synchronous averaging of gear and bearing vibrations	20
Distributed detection of internal cavities in concrete-filled steel tube arch bridge elements	20
Advancing measurement of zero-group-velocity Lamb waves using PVDF-TrFE transducers: first data and application to in situ health monitoring of multilayer bonded structures	20
Bearing fault detection system based on a deep diffusion model	19
Wheel flat detection on railway vehicles using the angular domain synchronous averaging method: an experimental study	19
On the use of Vibrational Hill Charts for improved condition monitoring and diagnosis of hydraulic turbines	19
Deep CNN-based semi-supervised learning approach for identifying and segmenting corrosion in hydraulic steel and water resources infrastructure	19
A framework for the performance evaluation of reconfigurable ultrasonic sparse array networks	19
A novel methodology for quantitative identification of pipeline leakage and negative pressure wave velocity	19
Missing data estimation method for durability survey of reinforced concrete structures	19
Semi-Markov process-driven maintenance scheduling for Tainter gate system considering multiple limit states	19
A multiscale inversion algorithm for engineering inspection using GPR data	19
ADACTA—Advanced component analysis technique for damage detection	19
Reliability-based metrics for structural health monitoring information quality assessment	19
Embeddable elasto-magnetic sensor-based residual tension estimation method of ground anchors for slope stability monitoring using irreversibility of magnetic permeability under various loading conditi	18
A novel data-driven bridge monitoring data prediction framework using improved intelligent optimization-assisted deep learning	18
Unsupervised data normalization for continuous dynamic monitoring by an innovative hybrid feature weighting-selection algorithm and natural nearest neighbor searching	18
Physics-guided neural networks applied in rotor unbalance problems	18
Anomaly characterization for the condition monitoring of rotating shafts exploiting data fusion and explainable convolutional neural networks	18
Experimental validation of automated OMA and mode tracking for structural health monitoring of transmission towers	18
Fatigue assessment of bridges using interacting filtering approach with sub-structured predictor model based on current health	18
Model updating method for offshore jacket platforms using improved DNN and OOA considering non-uniform corrosion and structural responses	18
Deformation measurement of aero-engine rotating twisted blade based on multi-vision overlapping area feature registration method	18
Characterization of OFDR distributed optical fiber for crack monitoring considering fiber-coating interfacial slip	18
Void damage detection of rubber bearings in bridge structures under laboratory conditions using the active sensing method and BO-XGBoost algorithm	18
Adaptive dynamic mode decomposition and its application in rolling bearing compound fault diagnosis	17
Enhanced hierarchical symbolic sample entropy: Efficient tool for fault diagnosis of rotating machinery	17
High-fidelity fault signature extraction of rolling bearings via nonconvex regularized sparse representation enhanced by flexible analytical wavelet transform	17
A method combining dynamic path matching with multipath adaptive drift Lévy stable motion for performance degradation prediction	17
Flexible iterative generalized demodulation filtering for the fault diagnosis of rotating machinery under nonstationary conditions	17
A convolutional neural network for pipe crack and leak detection in smart water network	16
Full-field expansion and damage detection from sparse measurements using physics-informed variational autoencoders	16
A two-step computer vision-based framework for bolt loosening detection and its implementation on a smartphone application	16
Underwater bolted flange looseness detection using percussion-induced sound and Feature-reduced Multi-ROCKET model	16
Semi-supervised learning for efficient water leakage segmentation in tunnel infrastructure	16
Fatigue damage analysis of a Kaplan turbine model operating at off-design and transient conditions	16
Intelligent defect location of a U-shaped boom using helical guided waves	16
SAR-Nbeats-based temperature interpretation and prediction of InSAR time-series deformations for bridges	16
Generalized zero-shot bearing compound fault diagnosis based on reserved gate pre-classifier and physical information semantics	16
Damage identification in structures using dynamic mode decomposition for vibration analysis of low-resolution videos	16
Robust correlation mapping of train-induced stresses for high-speed railway bridge using convolutional denoising autoencoder	16
Identification of damaged member in a truss structure using acoustic emission technique aided by SVM	15
Monitoring deformations of infrastructure networks: A fully automated GIS integration and analysis of InSAR time-series	15
Crack damage monitoring for compressor blades based on acoustic emission with novel feature and hybridized feature selection	15
On cross-attention-based graph neural networks for fault diagnosis using multi-sensor measurement	15
Tensile and vibration fatigue monitoring of composite laminate bolted joints with local enhancement using buckypaper sensors	15
A comparison of ultrasonic temperature monitoring using machine learning and physics-based methods for high-cycle thermal fatigue monitoring	15
Multibolt looseness monitoring of steel structure based on multitask active sensing method and substructure cross-domain transfer learning	15
A time-saving fault diagnosis using simplified fast GAN and triple-type data transfer learning	15
Automatic pipeline fault detection using one-dimensional convolutional bidirectional long short-term memory networks with wide first-layer kernels	15
Adaptive wind turbine blade surface defect detection based on deep learning and transfer learning	15
Neural extended Kalman filters for learning and predicting dynamics of structural systems	15
A comprehensive study of techniques utilized for structural health monitoring of oil and gas pipelines	15
A likelihood-free Bayesian approach for characterisation of multiple delaminations in laminated composite beams	15
A robust entropy-based sparsity measure for health monitoring of rotating machinery	15
An iterative morphological difference product wavelet for weak fault feature extraction in rolling bearing fault diagnosis	15
Vision-guided crack identification and size quantification framework for dam underwater concrete structures	14
SHM-informed life-cycle intelligent maintenance of fatigue-sensitive detail using Bayesian forecasting and Markov decision process	14
Enhancing automated health monitoring of road infrastructure through a hierarchical robust deep learning approach	14
Detecting delamination of concrete cover using movable PZT sensors and baseline-free electromechanical impedance techniques	14
A novel feature extraction method based on symbol-scale diversity entropy and its application for fault diagnosis of rotary machines	14
Deep learning-based concrete defects classification and detection using semantic segmentation	14
Locating cracks in smart TRC elements based on the TDR concept	14
Pattern recognition in electromechanical impedance spectroscopy damage detection of adhesive joints using multidimensional scaling	14
A geometrical morphology-enhanced computer vision approach for structural health assessment	14
Physics-guided neural network for structural health monitoring with lamb waves through boundary reflection elimination	14
A bearing fault diagnosis method based on M-SSCNN and M-LR attention mechanism	14
Feature map field fusion of guided wave vibrometer data for increased fault localization capability	14
A multitask framework with self-attention mechanism for simultaneous detection of axial pressure, shear deformation, and rupture damage in rubber bearings	14
An optimal candidate fault frequency periodicity index optimization-gram for bearing fault diagnosis	14

Kolmogorov-Arnold networks for industrial machine health monitoring with continual learning capability using time-series vibration data	13
Bayesian data-driven framework for structural health monitoring of composite structures under limited experimental data	13
Unsupervised deep learning method for bridge condition assessment based on intra-and inter-class probabilistic correlations of quasi-static responses	13
Research on multimodal techniques for arc detection in railway systems with limited data	13
Integrating the maximum mean discrepancy metric with time–frequency enhanced convolutional neural networks for fault diagnosis	13
Probabilistic damage analysis of rebar corrosion in recycled aggregate concrete using sideband intensity-based nonlinear ultrasonic technique	13
Adaptive resize-residual deep neural network for fault diagnosis of rotating machinery	13
Compound damage detection using wavelet transform and deep neural network trained on healthy and single damage states: Validation on a laboratory-scale offshore jacket model	13
A novel acoustic emission sensor design and modeling method for monitoring the status of high-speed train bearings	13
Bolt load looseness measurement for slip-critical blind bolt by ultrasonic technique: a feasibility study with calibration and experimental verification	13
Conditional disentangled representation augmentation network for imbalanced domain generalization fault diagnosis of rotating machinery	13
Online health monitoring of rotating machine elements using statistical spectral distances	13
An improved approach for compressive sensing of vibration signals considering spectral leakage effect	13
Quantitative blade damage detection based on multisource domain and multistage joint transfer	13
Blade crack detection based on domain adaptation and autoencoder of multidimensional vibro-acoustic feature fusion	13
Global-local optimization layout method for active piezoelectric sensor driven by structural critical areas	13
Multi-type damage localization using the scattering coefficient-based RAPID algorithm with damage indexes separation and imaging fusion	13
Comparison of neural networks based on accuracy and robustness in identifying impact location for structural health monitoring applications	13
Towards smart monitoring of systems: an integrated non-parametric Bayesian KDE and LSTM approach for anomaly detection of rotating machinery under uncertainties	13
A dual-sensor AE localization method for damaged steel tendon in prestressed concrete girders using waveguide rods	13
Identification of bridge influence line and multiple-vehicle loads based on physics-informed neural networks	13
A novel Lamb wave-based multi-damage dataset construction and quantification algorithm under the framework of multi-task deep learning	13
Damage location diagnosis of frame structure based on wavelet denoising and convolution neural network implanted with Inception module and LSTM	12
A hybrid attention hierarchical network-based extreme event detection method for structural health monitoring	12
Damage monitoring of glass/epoxy-curved laminates with different stacking sequences using acoustic emission	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
Separate modeling technique for deformation monitoring of concrete dams	12
Fault diagnosis method for high-speed train axlebox bearings based on the joint driving of bearing dynamics simulation and experimental data	12
Incipient Fault Detection of Helical Gearbox Based on Variational Mode Decomposition and Time Synchronous Averaging	12
Statistics-based baseline-free approach for rapid inspection of delamination in composite structures using ultrasonic guided waves	12
Interpretable research on the health monitoring network of prefabricated building beam–column joints	12
A novel high-precision lightweight concrete bridge crack image recognition method based on knowledge distillation	12
Pitting corrosion diagnostics and prognostics for miter gates using multiscale simulation and image inspection data	12
A fault source localization method for aircraft engine casing with dual-sensors based on acoustic emission	12
Reliability analysis of complex structures based on Bayesian inference	12
Adaptive and cross-attention Vision Transformer-based transfer network for elevator fault diagnosis toward unbalanced samples	12
Intelligent perception and early warning for deterioration of prestressed concrete box-girder bridges via the variation mining of mapping from vehicle load to structural displacement	12
Quantitative detection of typical bridge surface damages based on global attention mechanism and YOLOv7 network	12
Attention-enhanced spatiotemporal deep learning-based automatic warning model with uncertainty estimation in dam safety	12
Enhanced Bayesian sparse representation of mechanical fault signals by structural feature-oriented matching composite dictionary construction	12
Optical phase mode analysis method for pipeline bolt looseness identification using distributed optical fiber acoustic sensing	11
Research on compound faults identification of aeroengine inter-shaft bearing based on CCF–Complexity–VMD–SVD	11
A multi-order moment matching-based unsupervised domain adaptation with application to cross-working condition fault diagnosis of rolling bearings	11
Long-term ultrasonic monitoring of concrete affected by alkali-silica reaction	11
Restoration of missing structural health monitoring data using spatiotemporal graph attention networks	11
Application of covariance statistical method for damage identification on railway truss bridge using acceleration response: experimental and numerical validation	11
ESPKARN: a multichannel framework for bearing fault diagnosis in the presence of imbalanced samples	11
Acoustic monitoring of wind turbine blades using wavelet packet analysis and 1D convolutional neural networks	11
An unsupervised context-free forecasting method for structural health monitoring by generative adversarial networks with progressive growing and self-attention	11
A semi-supervised learning framework fusing multi-sensor visual features for ship propulsion shafting fault diagnosis	11
A rolling bearing fault diagnosis method based on a convolutional neural network with frequency attention mechanism	11
An unsupervised transfer learning bearing fault diagnosis method based on multi-channel calibrated Transformer with shiftable window	11
Time-frequency analysis-based impulse feature extraction method for quantitative evaluation of milling tool wear	11
Damage detection and location using a simulated annealing-artificial hummingbird algorithm with an improved objective function	11
A novel index for vibration-based damage detection technique in laminated composite plates under forced vibrations: experimental study	11
Fisher embedding shift-invariant dictionary learning for weak feature recognition in bearing health monitoring	11
Health monitoring of automotive clutch system through feature fusion and application of tree-based classifiers	11
SHM system development for molten salt test loop	11
Data quality evaluation for bridge structural health monitoring based on deep learning and frequency-domain information	11
Measurement of crack width from the two-dimensional sonar images of the moss-covered surface of underwater concrete components based on K-means clustering	11
Enhancing the understanding of bolt loosening and wave transmission in bolted lap-joint connections: a numerical and experimental study using guided Lamb waves	11
Real-time quantitative evaluation on the cable damage of cable-stayed bridges using the correlation between girder deflection and temperature	11
Model-based damage identification with simulated transmittance deviations and deep learning classification	11
Nondestructive detection for carbon fiber-reinforced polymer pipes based on capacitive coupling principle and auto-balancing impedance measurement	11
An output-only damage identification method based on reinforcement-aided evolutionary algorithm and heterogeneous response reconstruction	11
Bolt-loosening Fault Diagnosis in Rotor Systems with Nonlinear Vibration Transmissibility Function-based Features and Indexes	10
An unsupervised transfer network with adaptive input and dynamic channel pruning for train axle bearing fault diagnosis	10
Unsupervised learning-based data cleaning framework for structural health monitoring using GoogLeNet and clustering models	10
Efficient attention-based deep encoder and decoder for automatic crack segmentation	10
A method for detection of delamination depth position within composite laminates based on 2D continuous wavelet transform and CNN	10
Automated vision-based bolt loosening detection and localization for operating hydraulic turbine rotors	10
Bolt-loosening detection in offshore wind turbines’ jacket-type supports	10
A novel domain adaptation method for drive-by railway track monitoring using progressive distribution alignment based on label correction	10
Non-destructive testing for thickness measurement of the adhesive layer and defect detection in ceramic-metal bonded structures using THz waves	10
Compatibility and challenges in machine learning approach for structural crack assessment	10
Impact time history reconstruction using dynamic weighted graph neural network under sensor fault situations	10
A data-driven real-time evaluation method for safety risk of the anti-seepage system in high-core rockfill dams	10
A convolutional multisensor fusion fault diagnosis framework based on multidimensional distance matrix for rotating machinery	10
Bearing fault diagnosis method based on improved meta-ResNet and sample weighting under noise label	10
The harmonic modulation bispectrum: a modulated vibration signal analysis method for compound fault diagnosis of gearboxes	10
Challenges in assessing corrosion damage in reinforced concrete beams by vibration-based monitoring: literature analysis and experimental study	10
Vibration-based Damage Localization and Quantification Framework of Large-Scale Truss Structures	10
Early detection of fatigue-induced material changes by modulation of ultrasound in dynamically loaded structures	10
Guidelines for effective unsupervised guided wave compression and denoising in long-term guided wave structural health monitoring	10
The multi-channel signals based tensor sparse representation classification method for fault diagnosis of high-speed train	10
An unsupervised online anomaly detection method for metal additive manufacturing processes via a statistical time-frequency domain algorithm	10
Composite perception fusion detection framework for preoperational inspection of large-diameter pipelines	10
Feature pyramid network with self-guided attention refinement module for crack segmentation	10
Heterogeneous data fusion for the improved non-destructive detection of steel-reinforcement defects using echo state networks	10
An LSTM-based detection model for breathing cracks with multiple damage positions and degrees of beam-like bridges under vehicle loads	10
Corrigendum to Displacement behavior interpretation and prediction model of concrete gravity dams located in cold area	10
Recursive parameter estimation for the on-line monitoring of delamination growth in composite structures	10
Nonlinear damage identification method of transmission tower structure based on general expression for linear and nonlinear autoregressive model and Itakura distance	10
Period-refined CYCBD using time synchronous averaging for the feature extraction of bearing fault under heavy noise	10
Wavelet structuring element-based morphological filtering method in wire rope inspection signal denoising	10