The 12th European Workshop on Structural Health Monitoring
July 7th to 10th, 2026 | Toulouse, France
Conference Agenda
Overview and details of the sessions of this conference. Please select a date or location to show only sessions at that day or location. Please select a single session for detailed view (with abstracts and downloads if available).
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Daily Overview |
| 8:30am - 10:00am |
Plenary Session - 2 Location: Auditorium Low-cost and high-accuracy displacement sensor for civil infrastructure structural health monitoring 9:15am - 9:35am Prospects of aeroplane SHM certification 9:35am - 10:00am How could SHM improve the safety of nuclear installations? |
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| 10:00am - 10:30am |
Coffee Break Location: Caravelle |
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| 10:30am - 12:30pm |
AI - Wind Turbine: AI for Wind Turbine Surface Damage Assessment of Wind Turbine Blades Using Histogram of Oriented Gradients Features 10:50am - 11:10am Cycle-Consistent Framework for Mooring Tension Prediction in Floating Offshore Wind Turbines 11:10am - 11:30am Enhancing loss functions in U-Net models for accurate wind turbine blade segmentation 11:30am - 11:50am Physics-Informed Neural Network Framework for Input Load Estimation and Virtual Sensing of Offshore Wind Turbines 11:50am - 12:10pm Non-intrusive anomaly detection in floating offshore wind turbines using YOLO and BotSORT Algorithm 12:10pm - 12:30pm From Few Instrumented Turbines to the Whole Farm: Fatigue Estimation Using Learned Acceleration Representations and LSTM Regression |
GW - Composite - 2: Guided Waves - Composite structures - 2 Effects of multi-axial Loading on a GW-SHM System for a Composite Fuselage 10:50am - 11:10am A Composite Damage Detection Method Based on S0 Mode Tracking and Mode Conversion Capture under Pulse Excitation 11:10am - 11:30am Effect of cryogenic temperature, direction, and piezo sensor geometry on guided wave propagation properties in cross ply composite laminates 11:30am - 11:50am Fracture Assessment and Digital Twin Development for Curved Composite Structures Under Mixed-Mode Loading Using Ultrasonic Guided Waves 11:50am - 12:10pm Health Monitoring of Structures in the Scope of Airframe Structural Testing 12:10pm - 12:30pm In‑situ acousto‑ultrasonic monitoring of Type IV hydrogen pressure vessels using surface‑embedded piezoelectric networks |
SS1 - 4: Damage detectability and effects of environmental and operational variability in structural health monitoring - 4 Decoding Climate Effects on Concrete Resistivity for Reliable Corrosion Assessment 10:50am - 11:10am A Framework for Assessing Bridge Damage Detectability and Serviceability under Environmental and Operational Variability 11:10am - 11:30am Mitigation of Climate Change-Induced Frost Effects on Bridge Dynamic Behaviour 11:30am - 11:50am Domain-adaptive nonlinear probabilistic latent variable model for vibration-based structural damage detection under climate change 11:50am - 12:10pm Self-Supervised Feature Extraction for Domain-Specific Anomaly Detection with Normalizing Flows 12:10pm - 12:30pm Fatigue Iso-Life curves for quantifying uncertainty under varying environmental and operational conditions |
SS10 - 2: Knowledge transfer and data integration for structural health monitoring and system identification - 2 Multiphysics data integration in thermoelastic peridynamics through hybrid correlational-causation models 10:50am - 11:10am Reducing Experimental Data Requirements in CNN-based damage detection through Transfer Learning 11:10am - 11:30am Experimental Testing and Identification of Bistable Systems for Seismic Energy Dissipation 11:30am - 11:50am Toward an Informed Use of Transfer Learning in Real-world Applications: A Similarity Criterion for Bridges Clustering 11:50am - 12:10pm Data-informed finite element modeling of thermal effects in bridges exploiting frequency and temperature monitoring data 12:10pm - 12:30pm Changing Landscape in SHM: Sensing Virtualization and ML-enabled System Identification |
| SS11 - 4: AI-powered structural sensing and health monitoring for civil engineering structures - 4 Edge/Cloud hybrid architecture for time-domain SHM transfer learning 10:50am - 11:10am Forecasting Dam Displacements with Limited Monitoring Data via Sequential Statistical–Deep Regression Modelling 11:10am - 11:30am TRACE: Tracking natural textures for visual displacement field measurement without artificial speckles 11:30am - 11:50am Latent-Factor State-Space Modelling with Exogenous Inputs for Novelty Detection in Automated Modal SHM 11:50am - 12:10pm Directional lighting–enhanced automated concrete crack monitoring under realistic surface conditions 12:10pm - 12:30pm Integrating Ambient Vibration Monitoring and Machine Learning for Condition Assessment of Heritage Masonry Bridges: A Venetian Case Study |
SS12 - 4: Advances in the application of the inverse Finite Element Method (iFEM) for real-time Deformation Reconstruction, Damage Detection, and Structural Health Monitoring - 4 Experimental Study on Displacement Reconstruction of Jacket Structures Based on Static Condensation Inverse Finite Element Method 10:50am - 11:10am A digital twin-based framework for real-time full-field deformation reconstruction using the inverse finite element method 11:10am - 11:30am Inverse-FE framework for loading estimation on floating offshore structures 11:30am - 11:50am Structural Health Monitoring of Steel Structures under Seismic Loading Using the Inverse Finite Element Method 11:50am - 12:10pm Estimation of bias in mooring lines tension measurements using an inverse finite element method 12:10pm - 12:30pm Numerical Assessment of the Inverse Finite Element Method for Rotor Structural Health Monitoring under realistic sensing uncertainty and operating conditions |
SS20 - 1: Vision-Based Techniques for Vibration Assessment and Structural Health Monitoring - 1 Vibration Measurement for Hydraulic Structure in Field Environments Using Phase-Based Motion Extraction 10:50am - 11:10am Computer-vision-based structural health monitoring of a truss structure subjected to unknown excitations: a robust framework 11:10am - 11:30am Preliminary results for the evaluation of the influence of noise in Computer-Vision Sub-Pixel Algorithms for Displacement Monitoring 11:30am - 11:50am Vision-based Directional Deflection Shapes (DDS) and Synthetic Deflection Shapes (SDS) for structural vibration analysis 11:50am - 12:10pm UAV-Based Vision System for Cable Force Identification on Long-Span Bridges 12:10pm - 12:30pm Study of nonlinear dynamic behaviour of a solar array for spacecrafts using 3D SLDV and DIC techniques |
SS21 - 4: Fiber-Optic Sensing for Sustainable and Scalable Structural Health Monitoring - 4 Multi-Modal Sensing Integration of Existing Fiber-Optic Cables and Low-Cost Radar–Accelerometer Fusion for Distributed Displacement Monitoring 10:50am - 11:10am Autonomous Road Infrastructure Monitoring via Multi-modal Data Fusion using Non-dedicated Vehicle Sensors 11:10am - 11:30am Bridge Displacement Estimation Using Distributed Strain from Pre-Existing Telecommunication Fiber 11:30am - 11:50am Observation of Shock Waves in the Tunnels generated by High Speed Trains through Pre-existing Telecommunication Optical Fiber Cables 11:50am - 12:10pm Dynamic Response Monitoring of the Zeeland Bridge Using Distributed Fibre Optic Sensing and Existing Telecom Fibres 12:10pm - 12:30pm Long-term Structural Health Monitoring and Crack Detection in a UFC Bridge Using Distributed Optical Fiber Sensors |
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| SS3 - 3: Reliability and Quality Assessment of SHM systems - 3 Assessment of SHM technologies from the perspective of aircraft structural integrity program 10:50am - 11:10am Comprehensive Performance Assessments Necessary to Certify CVM Sensors for Routine Use on Aircraft 11:10am - 11:30am Quantifying Localisation probability for AE-based impact detection in CFRP structures 11:30am - 11:50am Model assisted probability of detection on growing delamination in composite shear panel 11:50am - 12:10pm Experimental Demonstration of SHM driven Condition Based Maintenance |
Stochastic/Bayesian: Stochastic and Bayesian approaches A Multi-Fidelity Co-GP-NARX Framework for Damage Detection in Nonlinear Structures 10:50am - 11:10am Fitting a Random Coefficient Autoregressive Model to Sensor Data 11:10am - 11:30am Individual Modelling of Intricate Nonstationary Time Series Using Cointegration Analysis for Faut Detection and Condition Monitoring 11:30am - 11:50am Development of a calibration bench for Tip-Timing Measurement Systems based on inverse kinematics 11:50am - 12:10pm Probabilistic Detection of Bolt Loosening from Transmissibility Functions 12:10pm - 12:30pm Validation of a Sensitivity-Based Statistical Damage Localization Method using Experimental Acceleration Data |
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| 12:30pm - 2:00pm |
Lunch Location: Caravelle |
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| 2:00pm - 3:40pm |
Data fusion: Data fusion and multiple sensing technologies A Multisensor Collaborative Strategy for Adaptive Bridge Monitoring 2:20pm - 2:40pm Physics-Informed Machine Learning and Multi-Sensor Fusion for Structural Health Monitoring of Critical Assets 2:40pm - 3:00pm Data processing and fusion for monitoring and fatigue-induced damage detection in a welded steel specimen |
GW - AI - 1: AI for Guided Waves - 1 Development of ANN for delamination detection in composite laminates using Lamb waves 2:20pm - 2:40pm Smart NDE of adhesive lap joints using guided wave imaging and machine learning 2:40pm - 3:00pm A Novel Hybrid Deep Autoencoder Approach for Unsupervised Loosening Detection in Bolted Lap Joints 3:00pm - 3:20pm A Physics-Informed Approach to Capture Fatigue Degradation in Thin-Walled Composite Structures 3:20pm - 3:40pm Estimating rail thermal forces using local resonance and probabilistic machine learning |
GW - EOC: Guided Waves - Environmental and operational conditions Baseline-free, temperature insensitive SHM of plate structures employing mode-converted guided ultrasonic waves 2:20pm - 2:40pm Data set on ultrasonic guided waves in a composite overwrapped pressure vessel under variable operational conditions for the Open Guided Waves Platform 2:40pm - 3:00pm Influence of Environmental and Operational Conditions on Damage Assessment using PZT-based Active Interrogation in Composite and Metallic Structures 3:00pm - 3:20pm Guided-wave-based debonding assessment in environmental conditions 3:20pm - 3:40pm Operational conditions monitoring of SHM systems applied to guided wave imaging |
Impact Detection: Impact detection, location and quantification Towards scalable impact detection and energy estimation in aerostructures using PVDF-TrFE sensor networks 2:20pm - 2:40pm Impact localization using multimodal models and flexible piezoelectric polymer transducer networks applied to a thermoplastic composite gas tank and an aluminum pipe 2:40pm - 3:00pm Structural Health Monitoring to Detect Impact Events on Laminated Composite Aircraft Structure 3:00pm - 3:20pm Impact Localization with a Single Metasurface-Integrated Sensor via Lamb Wave Encoding and Machine Learning Decoding 3:20pm - 3:40pm Impact Identification in Thin-Walled Structures Using Time Reversal of Guided Waves |
| Modelling/numerical simulation: Modelling and numerical simulation Wavelength-based convergence criterion for PML-truncated railway track models 2:20pm - 2:40pm On propagating uncertainty to stress and strain fields for statistical finite element methods 2:40pm - 3:00pm Structural Health Monitoring and hybrid digital twin – How mechanical calculations and instrumentation tools feed into each other? 3:00pm - 3:20pm Structural Intensity Redistribution Approach for Macroscopic Damage Modelling in SHM 3:20pm - 3:40pm Structural Parameter Estimation Based on an Innovative Sensitivity Equation Using Incomplete Mode Shapes |
SS14: Seismic structural health monitoring for civil structures Probabilistic Bayesian Model Updating of Two Laboratory-Scale Structures Using Ambient Vibration Measurements 2:20pm - 2:40pm SHM BY SOIL-COLOSSEUM INTERACTION 2:40pm - 3:00pm Intermediate Results of a Long-Term Ambient Vibration Monitoring Experiment on an Arch Dam : Design, Implementation, processing and Results 3:00pm - 3:20pm Real Aperture Radar Interferometry for Static Monitoring of Heritage Structures: Application to the Leaning Tower of Pisa 3:20pm - 3:40pm Application of MEMS sensors for post-earthquake damage assessment using frequency analysis |
SS15 - 3: Advancements in Smart Materials and Structures for SHM in Civil Engineering - 3 Exploring Damage Progression in Carbon-Based TRC Structures Using TDR analysis 2:20pm - 2:40pm Smart CFs based Asphalt: Corelating Electrical Response with Cracking 2:40pm - 3:00pm Microstructural study on Dispersion of Functionalized Multi–Walled Carbon Nanotubes in Smart Cementitious Composites 3:00pm - 3:20pm Fractal-Inspired Self-Similar Structures for Enhanced Structural Health Monitoring |
SS16: Intelligent Digitization and AI-Enabled monitoring for Cultural Heritage Building/cities Vibration-based Damage Detection in Historic Quay Walls: A Full-Scale Test in Amsterdam 2:20pm - 2:40pm Validation of a Finite Element Model of a Historic Building with the Dynamic Properties Revealed by AVS 2:40pm - 3:00pm Time-Series Forecasting of Structural Temperature in Heritage Buildings Using Regression and Deep Learning Approaches 3:00pm - 3:20pm ARTIFICIAL INTELLIGENCE BASED STRUCTURAL INSPECTION, DAMAGE DETECTION AND REMAINING LIFE PREDICTION 3:20pm - 3:40pm Structural Health Monitoring of Urban Monuments: Application of vibration analysis on Four Days of Naples Memorial |
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| SS20 - 2: Vision-Based Techniques for Vibration Assessment and Structural Health Monitoring - 2 Vision-based Modal Analysis using Local Phase Information 2:20pm - 2:40pm Framework for event-based modal parameter estimation 2:40pm - 3:00pm Capturing the 3D Response of a Railway Bridge using a single camera view |
SS3 - 4: Reliability and Quality Assessment of SHM systems - 4 Investigation of Sensors Damage Detection Capabillity for Structural Health Monitoring 2:20pm - 2:40pm Guided wave SHM simulation for determining influencing parameters: application on a bolted panel 2:40pm - 3:00pm Investigation of propagation mechanisms under compressive fatigue loads of LVI damage in CFRP coupons using ultrasonic guided waves 3:00pm - 3:20pm Addressing the Need for Harmonization and Expansion of SHM Education |
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| 3:40pm - 4:20pm |
Poster Session - 2: Poster Session - 2 Location: Hall Ariane |
Coffee Break Location: Caravelle |
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| 4:20pm - 6:30pm |
SHM In Action & Young Professional Challenge Demonstrations Location: Auditorium |
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