STRUCTURAL HEALTH MONITORING 2021


Structural Health Monitoring 2021

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Enabling Next-generation SHM for Cyber-Physical Systems

Table of Contents

KEYNOTE

Development of Structural Damage Inspection and Maintenance System Based on Mixed Reality
JUNYEON CHUNG, HOON SOHN
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AEROSPACE STRUCTURES

Structural Damage Detection, Localization, and Quantification via UAV-Based 3D Imaging
XIN PENG, GAOFENG SU, ZHIQIANG CHEN, RAJA SENGUPTA
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Techniques for Contact-Based Structural Health Monitoring with Multirotor Unmanned Aerial Vehicles
ROBERT WATSON, TAIYI ZHAO, DAYI ZHANG, MINA KAMEL, CHARLES MACLEOD, GORDON DOBIE, GARY BOLTON, ANTOINE JOLY, S. GARETH PIERCE, JUAN NIETO
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On the Challenges of Upscaling Damage Monitoring Methodologies for Stiffened Composite Aircraft Panels
AGNES BROER, NAN YUE, GEORGIOS GALANOPOULOS, RINZE BENEDICTUS, THEODOROS LOUTAS, DIMITRIOS ZAROUCHAS
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Retrofitting Potentials in Aircraft Structural Health Monitoring A Value of Information Analysis
KAI-DANIEL BÜCHTER, LILY KOOPS
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Cost and Benefit of SHM in Commercial Aviation
DOMINIK STEINWEG, MIRKO HORNUNG
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Damage Localization and Magnitude Estimation on a Composite UAV Wing via Stochastic Functionally Pooled Models
PEIYUAN ZHOU, FOTIS KOPSAFTOPOULOS
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Structural Health Monitoring in Open-Hole CFRP Laminates Under Fatigue Loading Based on Thermodynamic Entropy Analysis
SEYED FOUAD KARIMIANMOHAMMAD MODARRES, MOHAMMAD MODARRES, HUGH A. BRUCK
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Vibration-Based Structural Health Monitoring of Delivery Drones: Analysis of Preliminary Experiments
CHRISTINE-OMEIRA IBRAHIM, JONAS SIMON, LENNART FOX, JOCHEN MOLL, MARK-FELIX SCHÃTZ
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On a Population-Based Structural Health Monitoring Framework: An Aerospace Case Study
PAUL GARDNER, LAWRENCE A. BULL, JULIAN GOSLIGA, JACK POOLE, NIKOLAOS DERVILIS, KEITH WORDEN
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CIVIL STRUCTURES

Monitoring of Rail-Tracks Based on Measured Acceleration Data
MOHAMMAD SHAMIM MIAH, WERNER LIENHART
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A Business Intelligence Approach to Prioritize Bridge Maintenance Activities
GIANNINA ORTIZ, CESAR GARITA
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Battery-Free Structural Health Monitoring System for Concrete Structures
GAËL LOUBET, ALASSANE SIDIBE, ALEXANDRU TAKACS, JEAN-PAUL BALAYSSAC, DANIELA DRAGOMIRESCU
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Battery-Free Bluetooth Low Energy Sensing Nodes for Structural Health Monitoring of Concretes
GAËL LOUBET, ALASSANE SIDIBE, ALEXANDRU TAKACS, DANIELA DRAGOMIRESCU
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Research on Monitoring and Diagnosis Technology of Roller Coaster Track Stress Based on Fiber Bragg Grating
LIU GUAN-SI, DING KE-QIN, CHEN LI, MA TAO, ZHANG LI-JING
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Safety Assessment Method for Vehicle Transportation of Hazardous Chemicals on Cross-Sea Bridges
JIAN GUO, KAI-JIANG MA, CHENG LUO
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Monitoring Early Cement Hydration with Coda Wave Interferometry
FABIAN DIEWALD, LINDA IRBE, THOMAS KRAENKEL, ALISA MACHNER, CHRISTOPH GEHLEN
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Shear Tests of Reinforced Concrete Beams with the Influence of Initial Shear Cracks
KE YU, JINGYING YANG, JUN LI, JIANGPENG SHU, ALFRED STRAUSS, KAMYAB ZANDI
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A High-Volume Processing Framework for Human-Structure Interfaces in Smart Infrastructure
NATASHA VIPOND, ABHINAV KUMAR, ZHIWU XIE, RODRIGO SARLO
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Deep Learning Framework for Post-Hazard Condition Monitoring of Nuclear Safety Systems
HARLEEN KAUR SANDHU, SARAN SRIKANTH BODDA, ABHINAV GUPTA
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Intelligent Identification of Rivet Corrosion on Steel Truss Bridge by Single-Stage Detection Network
YAWEI FENG, YAPENG GUO, YI ZHUO, HAO DI, JIANFENG WEI, SHUNLONG LI
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Optimized Placement for Embedded Radar and Communication Sensors in Wind Turbine Blades
JONAS SIMON, JOCHEN MOLL, VIKTOR KROZER, THOMAS KURIN, ANDREAS NUBER, OLIVER BAGEMIEL, STEFAN KRAUSE, VADIM ISSAKOV
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Bayesian Model Updating for a Cable-Stayed Pedestrian Bridge Using DREAM and Kriging Model
JICE ZENG, YOUNG HOON KIM, SHIQIANG QIN
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Damage Detection on Offshore Wind Turbine Jacket Foundations Based on an AutoEncoder
FELIPE GONZÁLEZ, ÁNGEL ENCALADA-DÁVILA, CHRISTIAN TUTIVÉN, BRYAN PURUNCAJAS, YOLANDA VIDAL, CARLOS BENALCÁZAR-PARRA
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A Comparison Between Three Vision-Based Displacement Measurement Methods in Lab-Scale Structural Experiments
MEHRDAD GHYABI, DAVID LATTANZI
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Damage Without Indication Detection of Tendon Rupture Using Coda Wave Interferometry
FELIX CLAUß, MARK ALEXANDER AHRENS, PETER MARK
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Characterization and Analysis of Constructional Errors of Long-Span Prestressed Steel Structures Based on In-Situ Measurements
AILIN ZHANG, JIE WANG, XI ZHAO, YANXIA ZHANG
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Study on Dynamic Performance and Safety of Vehicle-Track-Bridge System of Continuous Steel Truss Bridges for Long Span High Speed Railway
XIN WANG, YU-CHEN LI, YI ZHUO, HAO DI, JIAN-FENG WEI, SHUN-LONG LI
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Shear Strength Analysis of Reinforced Concrete Beams with the Influence of Initial Shear Cracks
KE YU, JUN LI, JINGYING YANG, JIANGPENG SHU, KAMYAB ZANDI
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MULTIFUNCTIONAL MATERIALS AND SMART STRUCTURES

Multifunctional Composite Rebars for Distributed Structural Health Monitoring of Concrete Structures
QIANYUN ZHANG, KAVEH BARRI, ZHONG LIN WANG, AMIR H. ALAVI
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System Identification for Modal and Flutter Analysis of an Inflatable Wing
JITISH MIGLANI, WEI ZHAO, RAKESH K. KAPANIA, SHARDUL PANWAR, RIKIN GUPTA, AZWAN ARIS
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Flexible Stretchable Mechanoluminescent- Perovskite Sensor for Structural Health Monitoring
MD ABU SHOHAG, MINH HOANG NHAT NGUYEN
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Variable Stiffness Honeycomb Metamaterials for Adaptive Ankle Brace Design
YUJIN PARK, YINGJUN ZHAO DUBUC, AMY SLIDER, PINATA H. SESSOMS, JOHN J. FRASER, KENNETH J. LOH
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Self-Sensing and Self-Powering Multifunctional Structures
KAVEH BARRI, QIANYUN ZHANG, ZHONG LIN WANG, AMIR H. ALAVI
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A Comparison of Sensing Technologies Detecting Damage and Changes in Smart Concrete
HUA LIU, APARNA DESHMUKH, KONSTANTIN SOBOLEV, NATHAN SALOWITZ, JIAN ZHAO
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Optimization of a Structural Health Monitoring Systems Integration in Laminated Composite Cured in Autoclave
NINA KERGOSIEN, LUDOVIC GAVÉRINA, GUILLEMETTE RIBAY, FLORENCE SAFFAR, PIERRE BEAUCHÊNE, OLIVIER MESNIL, OLIVIER BAREILLE
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AI-BASED SHM FOR RELIABLE CYBER-PHYSICAL SYSTEMS AND INDUSTRY INTERNET-OF-THINGS

A Multi-Headed CNN Framework for Lamb Wave-Based Damage Detection in a Thin Aluminum Plate
AKSHAY RAI, MIRA MITRA
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Lightweight Deep Learning Model of Semantic Segmentation for Complex Concrete Cracks in Actual Bridge Inspection
YANG XU, YUNLEI FAN, WEIDONG QIAO, HUI LI
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A Novel Fatigue Damage Sensor for Stress/Strain-Life Based Prediction of Remaining Fatigue Lifetime of Large and Complex Structures: Aircrafts
HALIT KAPLAN, TARIK OZKUL
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A Cyber-Physical System Based Real-Time Fault Diagnosis of Induction Motors
AMIYA RANJAN MOHANTY, RANJAN SASTI CHARAN PAL
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Bridge Slab Anomaly Detector Using U-Net Generator with Patch Discriminator for Robust Prognosis
TAKATO YASUNO, JUNICHIRO FUJII, MICHIHIRO NAKAJIMA, KAZUHIRO NODA
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A Hierarchical Domain-Adversarial and Multi-Task Learning Algorithm for Bridge Damage Diagnosis Using a Drive-By Vehicle
JINGXIAO LIU, SUSU XU, MARIO BERGÉS, HAE YOUNG NOH
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Natural Synchronization of Wireless Sensor Networks for Structural Health Monitoring
HARUN ŠILJAK, BISWAJIT BASU
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INTEGRATION OF PHYSICAL MODELING, STATISTICAL METHODS, AND MACHINE LEARNING FOR SHM

Assessment Criteria for Optimal Sensor Placement for a Structural Health Monitoring System
TINGNA WANG, DAVID J. WAGG, KEITH WORDEN, ROBERT J. BARTHORPE
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On Normalisation for Domain Adaptation in Population-Based Structural Health Monitoring
J. POOLE, P. GARDNER, N. DERVILIS, L. BULL, K. WORDEN
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On the Application of Variational Auto Encoders (VAE) for Damage Detection in Rolling Element Bearings
C. A. LINDLEY, T. ROGERS, R. DWYER-JOYCE, N. DERVILIS, K. WORDEN
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Structural Model Updating Using Variational Inference
FELIPE IGEA, MANOLIS N. CHATZIS, ALICE CICIRELLO
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Population Based Pumps Monitoring and Benchmarking Using IoT and Edge ML Learning Methods
ANTONI LIS, MICAH SWEENEY, MAREK SAMOTYJ, ARTUR HANC
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Applications of Surrogate Finite Element Machine Learning Approach for Structural Monitoring
SAM CHOPPALA, POOJHITA VURTURBADARINATH, MARIA CHIERICHETTI, FATEMEH DAVOUDI KHAKI
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Scalable Impact Detection and Localization Using Deep Learning and Information Fusion
YUGUANG FU, ZIXIN WANG, AMIN MAGHAREH, SHIRLEY DYKE, MOHAMMAD JAHANSHAHI, ADNAN SHAHRIAR
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A State-Parameter Estimation in Two Engineering Domains: An Extended Kalman Filter Approach
LÉA COT, SÉBASTIEN DEJEAN, CAROLE SAUDEJAUD
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On an Application of Generative Adversarial Networks on Remaining Lifetime Estimation
G. TSIALIAMANIS, D. WAGG, N. DERVILIS, K. WORDEN
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Corrosion Prognostics for Offshore Wind- Turbine Structures Using Bayesian Filtering with Bi-Modal and Linear Degradation Models
ROBERT BRIJDER, STIJN HELSEN, AGUSMIAN PARTOGI OMPUSUNGGU
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Comparison of Error Measures and Machine Learning Methods for Strain-Based Structural Health Monitoring
SIMON PFINGSTL, OLAF TUSCH, MARKUS ZIMMERMANN
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Research on Model Updating Method of High- Speed Maglev Guideway Based on Wavelet Transform and Optimization Algorithm
ZHIHONG FANG, JINGYU HUANG, XIAONONG WANG, LIANG ZHAO, SHUOWEI WANG, ZIYANG ZHANG, DEXIANG LI
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Application of a High-Speed Non-Contact Ultrasonic Technique Coupled with Statistical Data Redundancy for Rail Inspection
DIPTOJIT DATTA, RANTING CUI, IZABELA BATISTA, FRANCESCO LANZA DI SCALEA
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Physics-Enhanced Damage Classification of Sparse Datasets Using Transfer Learning
MARK TODISCO, ZHU MAO
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Structural Active Control Framework Using Reinforcement Learning
SOHEILA SADEGHI ESHKEVARI, SOHEIL SADEGHI ESHKEVARI, DEBARSHI SEN, SHAMIM N. PAKZAD
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Hybrid Supervised Machine Learning Approach for Damage Identification in Bridges
MIHAI ADRIAN BUD, MIHAI NEDELCU, IONUT MOLDOVAN, ELOI FIGUEIREDO
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Active Deep Learning-Based Corrosion Damage Detection in Aircraft Structures
YALEW MEKONNEN FENTA, GOPALAKRISHNA M. KAMATH
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Rail Neutral Temperature Estimation Using Zero Group Velocity Modes and Machine Learning
YUNING WU, CHI-LUEN HUANG, SANGMIN LEE, KEPING ZHANG, JOHN POPOVICS, MARCUS DERSCH, XUAN ZHU
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Simulation of Guided Waves for Structural Health Monitoring Using Physics-Informed Neural Networks
MAHINDRA RAUTELA, MANISH RAUT, S. GOPALAKRISHNAN
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ADVANCES IN MACHINE LEARNING, BIG DATA ANALYTICS, AND/OR COMPUTER VISION FOR SHM

Full-Scale Deformation Field Measurements via Photogrammetric Remote Sensing
WILLIAM GRAVES, DAVID LATTANZI
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Koopman Operator Based Fault Diagnostic Methods for Mechanical Systems
ALEXANDRU NICHIFOR, YONGZHI QU
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Unsupervised Condition Monitoring of Structures Using VMD and Isolation Forest
MOHSEN MOUSAVI, AMIR H. GANDOMI
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Convolutional Neural Networks for Ultrasonic Guided Wave-Based Structural Damage Detection and Localisation
LUCA LOMAZZI, MARCO GIGLIO, FRANCESCO CADINI
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High-Speed Rail Inspection Exploiting an Anomaly Detection Data Processing Approach
YUNING WU, XUAN ZHU, JAY BAILLARGEON
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Electro-Mechanical Impedance Experiment and Real-Time Data Acquisition for Suborbital Spaceflight
FUNMILOLA NWOKOCHA, ANDREI ZAGRAI, DAVID HUNTER, DALE AMON, NICKOLAS DEMIDOVICH
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On the Application of Topological Data Analysis: A Z24 Bridge Case Study
T. GOWDRIDGE, N. DERVILIS, K. WORDEN
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A New Approach for Analyzing Safety and Performance Factors in Civil Infrastructures Using Correlation Networks and Population Analysis
PRASAD CHETTI, HESHAM ALI, DARIO GHERSI, ROBIN GANDHI, BRIAN RICKS, LOTFOLLAH NAJJAR
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A Physics-Guided Deep Learning Approach to Modeling Nonlinear Dynamics: A Case Study of a Bouc-Wen System
WEI LIU, ZHILU LAI, ELENI CHATZI
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Image to Image Translation of Structural Damage Using Generative Adversarial Networks
SUBIN VARGHESE, REBECCA WANG, VEDHUS HOSKERE
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Video Motion Compensation for Fatigue Crack Detection in Steel Structures
RUSHIL MOJIDRA, JIAN LI, ALI MOHAMMADKHORASANI, FERNANDO MOREU, WILLIAM COLLINS, CAROLINE BENNETT
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Nonlinear Reduced Order Modelling of Soil Structure Interaction Effects via LSTM and Autoencoder Neural Networks
THOMAS SIMPSON, NIKOLAOS DERVILIS, PHILIPPE COUTURIER, NICO MALJAARS, ELENI CHATZI
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Multi-View Deep Learning for Reliable Post-Disaster Damage Classification
ASIM B. KHAJWAL, CHIH-SHEN CHENG, ARASH NOSHADRAVAN
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Does the Curse of Dimensionality Apply to Unsupervised SHM? Investigating the Trade-Off Between Loss of Information and Generalizability to Unseen Structural Conditions
MOHAMMAD HESAM SOLEIMANI-BABAKAMALI, ISMINI LOURENTZOU, RODRIGO SARLO
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GUIDED WAVES IN STRUCTURES FOR SHM

The Propagation Characteristics of Leaky Lamb Wave and Application for Resin Impregnation Monitoring
XIAO LIU, YISHOU WANG, XINLIN QING
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Debonding Analysis of Composite Material Using Ultrasonic Wave-Based NDT Methods
KALEESWARAN BALASUBRAMANIAM, TOMASZ WANDOWSKI, PAWEL MALINOWSKI
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Spatial Filtering Technique-Based Enhancement of the Reconstruction Algorithm for the Probabilistic Inspection of Damage (RAPID)
LUCA LOMAZZI, ALVARO GONZALEZ-JIMENEZ, FRANCESCO CADINI, ANDREA MANES, MARCO GIGLIO
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A Parametrized Reduced Order Model for Rapid Evaluation of Flaws in Guided Wave Testing
PAUL SIEBER, KONSTANTINOS AGATHOS, ROHAN SOMAN, WIESLAW OSTACHOWICZ, ELENI CHATZI
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Comparison of Plate and Solid Spectral Element Modeling of Composite Delamination for Guided Wave Simulations
SERGIO NICOLI, KONSTANTINOS AGATHOS, PAWEL KUDELA, WIESLAW OSTACHOWICZ, ELENI CHATZI
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On the Existence of Zero Group Velocity Modes in Rails
YUNING WU, KEPING ZHANG, CHI-LUEN HUANG, SANGMIN LEE, JOHN POPOVICS, XUAN ZHU
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Using LiDAR to Identify Planar Measurement Regions in Ultrasonic Inspections of Complex Structures
IAN T. CUMMINGS, ELENA C. REINISCH, ERICA M. JACOBSON, DAVID H. FRASER, ADAM J. WACHTOR, ERIC B. FLYNN
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Mesoscale Homogenization Numerical Study on the Significance of Concrete Mesoscale Structure on Wave Propagation of Rectangular RCFSTs with Debonding
JIANG WANG, BIN XU, HONGBING CHEN, HANBIN GE
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DIGITAL TWIN, DATA FUSION AND MACHINE LEARNING METHODS FOR SHM/NDE SYSTEMS

Instance-Segmentation-Based Dense On-Site Rock Fragment Recognition During Real-World Tunnel Excavation
XU YANG, QIAO WEIDONG, LI HUI
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Machine Learning of Ultrasonic Data for Expansion Prediction of Concrete with Alkali-Silica Reaction
HONGBIN SUN, JINYING ZHU, PRADEEP RAMUHALLI
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Incorporating Pre-Existing Cracks in Structural Assessment of RC Structures
KE YU, JIANGPENG SHU, KAMYAB ZANDI
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Kalix Bridge Digital Twin Structural Loads from Future Extreme Climate Events
MAHYAR KAZEMIAN, SAJAD NIKDEL, MEHRNAZ MOHAMMADESMAEILI, VAHID NIK, KAMYAB ZANDI
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Numerical Studies on Bridge Inspection Using Data Obtained from Sensors on Vehicle
KYOSUKE YAMAMOTO, SACHIYO FUJIWARA, KENTO TSUKADA, RYOTA SHIN, YUKIHIKO OKADA
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An Image-Based Concrete Crack Detection Method Using Convolutional Neural Networks
XI LUO, JIA GUO, KAMYAB ZANDI
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A Physics Informed Neural Network Integrated Digital Twin for Monitoring of the Bridges
SARVIN MORADI, SAEED (YASHAR) EFTEKHAR AZAM, MASSOOD MOFID
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Sensor Fault Diagnosis Coupling Deep Learning and Wavelet Transforms
JOSÉ JOAQUÍN PERALTA ABADÍA, HENRIEKE FRITZ, KOSMAS DRAGOS, KAY SMARSLY
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NDE Data Correlation Using Encode-Decoder Networks with Scalogram Images
MOZHGAN MOMTAZ DARGAHI, DAVID LATTANZI
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An Autonomous Bridge Load Rating Framework Using Digital Twin
LI AI, MAHMOUD BAYAT, GURCAN COMERT, PAUL ZIEHL
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Active and Passive Monitoring of Rail Through the Application of Machine Learning Algorithm
HARSH MAHAJAN, SAUVIK BANERJEE
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Probabilistic Prediction of Anaerobic Reactor Performance Using Bayesian Long Short-Term Memory Artificial Recurrent Neural Network Model
BENJAMIN STEVEN VIEN, LESLIE WONG, THOMAS KUEN, L. R. FRANCIS ROSE, WING WONG CHIU
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INSPECTING AND PRESERVING INFRASTRUCTURE THROUGH ROBOTIC EXPLORATION

UAS Inspection Image Enhancement Coupled with Denoise Algorithm Based on Deep Neural Network
JUNWON SEO, EUISEOK JEONG, JAMES P. WACKER
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Use of Deep Encoder-Decoder Network for Sub-Surface Inspection and Evaluation of Bridge Decks
HABIB AHMED, HUNG MANH LA, ALIREZA TAVAKOLLI
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Steel Defect Detection in Bridges Using Deep Encoder-Decoder Networks
HABIB AHMED, HUNG MANH LA
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Combined Lidar and Sonar Mapping for Partially Submerged Infrastructure
ALEXANDER THOMS, GABRIEL EARLE, NICHOLAS CHARRON, SVEN MALAMA, SRIRAM NARASIMHAN
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Design of a Robotic Taping Mechanism for UAV-Based Wind Turbine Blade Maintenance
JOSHUA GENOVA, LAKSHAY GUPTA, VEDHUS HOSKERE
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The Ceiling Effect and Flight Insight of Unmanned Aerial Vehicles During Proximity Inspection of Bridges via Computational Fluid Dynamics Modeling and Simulations
PU JIAO, BO SHANG, LIUJUN LI, GENDA CHEN
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Robotic Inspection and Characterization of Subsurface Defects on Concrete Structures Using Impact Sounding
EJUP HOXHA, JINGLUN FENG, DIAR SANAKOV, ARDIAN GJINOFCI, JIZHONG XIAO
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ADVANCES IN STRUCTURAL HEALTH MONITORING

A Note on Axioms of Structural Health Monitoring
AKASH DIXIT
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New Excitation (Multiple Width Pulse Excitation (MWPE)) Method for SHM Systems Part 1: Visualization of Time- Frequency Domain Characteristics
IBRAHIM TANSEL, ALIREZA MODIR
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On Implementing an Irreducible Element Model Schema for Population-Based Structural Health Monitoring
DANIEL S. BRENNAN, JULIAN GOSLIGA, ELIZABETH J. CROSS, KEITH WORDEN
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Minimizing Noise Effects in Structural Health Monitoring Using Hilbert Transform of the Condensed FRF
SAHAR HASSANI, MOHSEN MOUSAVI, AMIR H. GANDOMI
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Investigating the Effects of Ambient Temperature on Feature Consistency in Vibration-Based SHM
TINA A. DARDENO, MARCUS HAYWOOD-ALEXANDER, ROBIN S. MILLS, LAWRENCE A. BULL, NIKOLAOS DERVILIS, KEITH WORDEN
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New Excitation (Multiple Width Pulse Excitation (MWPE)) Method for SHM Systems Part 2: Classification of Time- Frequency Domain Characteristics with 2DSSD and CNN
ALIREZA MODIR, IBRAHIM TANSEL
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Investigating Experimental Repeatability and Feature Consistency in Vibration-Based SHM
TINA A. DARDENO, LAWRENCE A. BULL, NIKOLAOS DERVILIS, KEITH WORDEN
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Research on Structural Health Diagnosis Technology of Coke Drum Based on Monitoring Data
FANGXIONG TANG, DONGMING YANG, KEQIN DING, LI CHEN
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Experimental Investigation on a Novel Osseointegrated Implant Stability Assessment Using on Vibration Analysis
SHOUXUN LU, BENJAMIN STEVEN VIEN, MATTHIAS RUSS, MARK FITZGERALD, WING KONG CHIU
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Detecting Bending and Impact Events in a Fiber Optic Cable Using Distributed Acoustic Sensing to Assess Potential Offshore Power Cable Damges
JASPER RYVERS, MANLY CALLEWAERT, MIA LOCCUFIER, WIM DE WAELE
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On Robustness of Optimal Sensor Placement to Environmental Variation for SHM
TINGNA WANG, DAVID J. WAGG, ROBERT J. BARTHORPE, KEITH WORDEN
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Monitoring of Thermal Ageing Cycles of a Silicone Adhesive in a Simulated Space Environment Using Embedded TFBG Sensors
LUIGI FAZZI, NUNO DIAS, MALGORZATA HOLYNSKA, ADRIAN TIGHE, RICCARDO RAMPINI, ROGER M. GROVES
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Physics-Informed Neural Network Approach for Identification of Dynamic Systems
SARVIN MORADI, SAEED (YASHAR) EFTEKHAR AZAM, MASSOOD MOFID
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Study of the Effects of Thermal Stress on Piezoelectric Sensors for the Structural Health Monitoring
LUDOVIC GAVÉRINA, JEAN-MICHEL ROCHE, PIERRE BEAUCHÊNE, FRANÇOISE PASSILLY
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A New Method in Conceptual Design of the SHM Airframe Using Rough Sets
KAMILA KUSTRON
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Assessing the Information Content of Datasets for Structural Health Monitoring
CHANDULA T. WICKRAMARACHCHI, XIAOFEI JIANG, ELIZABETH J. CROSS, KEITH WORDEN
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Quantifying the Value of Vibration-Based Structural Health Monitoring Considering Environmental Variability
ANTONIOS KAMARIOTIS, ELENI CHATZI, DANIEL STRAUB
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Accuracy Improvement of a Degradation Model for Failure Prognosis of Miter Gates
CHEN JIANG, MANUEL A. VEGA, MICHAEL D. TODD, ZHEN HU
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Warped Gaussian Processes for Prognostic Health Monitoring
SIMON PFINGSTL, CHRISTIAN BRAUN, MARKUS ZIMMERMANN
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ACCOUSTIC EMISSION AND ULTRASOUND TECHNIQUES FOR STRUCTURAL HEALTH MONITORING

Nonlinear Bulk Wave Propagation in a Material with Randomly Distributed Symmetric and Asymmetric Hysteretic Nonlinearity
PRAVINKUMAR GHODAKE
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Microcracks Detection of Thermal Damaged Concrete with Nonlinear Ultrasonic Modulation Based on Broad Band Frequency Coupling
YING XU, HEYONG ZHANG, HUAN LIU
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Robust Detection of Damage in Composite Plates Using the Nonlinear SPC-I Ultrasonic Technique
HAMAD ALNUAIMI, UMAR AMJAD, SEHYUK PARK, PIETRO RUSSO, VALENTINA LOPRESTO, TRIBIKRAM KUNDU
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Harmonic Scattering of SH Waves from a Localized Damage: Finite Element Studies
PRAVINKUMAR GHODAKE
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Impact Detection and Location in Operational Environment: An Acoustic Emission Approach
ANDREA CALVO-ECHENIQUE, JOSÉ MANUEL ROYO, SUSANA CALVO, FEDERICO MARTÃN DE LA ESCALERA, JOSÉ LUIS NÚÑEZ
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Acoustic Emission Signal Processing Study of Nanoindentation on Thin Film Stack Structures Using Gaussian Mixture Model
CHEN LIU, OLIVER NAGLER, FLORIAN TREMMEL, MARIANNE UNTERREITMEIER, JESSICA J. FRICK, DEBBIE G. SENESKY
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Detection and Evaluation of Impact Damage on Aircraft Control Surface Using Acoustic Emission and Convolution Neural Network
LI AI, ELHUSSIEN ELBATANOUNY, LAXMAN K. C., MAHMOUD BAYAT, VAFA SOLTANGHARAEI, MICHEL VAN TORREN, PAUL ZIEHL
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