Structural Health Monitoring 2017

Real-Time Material State Awareness and Data-Driven Safety Assurance

Proceedings of the Eleventh International Workshop on Structural Health Monitoring, September 12–14, 2017

Edited by: Fu-Kuo Chang and Fotis Kopsaftopoulos, Department of Aeronautics and Astronautics, Stanford University

Latest volumes in key SHM book series

978-1-60595-330-4, September 2017, 3,338 pages, two volumes, 6×9, hardcover

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• Value-adding strategies for managing SHM information and interacting with big data
• Verification and certification of SHM for aircraft
• Vision-based and machine-learning approaches to expand and improve SHM
• Special sections on SHM in medical devices and biological systems, smart materials and sensors,
condition-based maintenance, dynamic data driven application systems (DDDAS), and more

This two-volume book set contains over 400 papers reporting research on the hardware, software, and data outputs of structural health monitoring. While offering investigations into how sensors, networks, and signaling systems are used in dozens of civil and military applications, a special feature of this book is its exploration of how structural health is being enhanced by new ways of handling data, in real time and in batches. It demonstrates how machine-learning and stochastic methods add value to SHM data by taking into account changing environments and conditional events. It offers new insights on interactions between SHM data and big data for improving the safety and integrity of monitored structures. At the same time, information is presented on how SHM sensing interfaces with smart and functional materials operating in dynamic systems. A large number of SHM applications are explained, including additive manufacturing, advanced composites, actuators, bolts, corrosion, machinery, nuclear plants, phone towers, piping, robots, tainter gates, underground infrastructure, and many more.

Chapters in the book are edited presentations from a September 2017 Workshop at Stanford University sponsored by the U.S. Air Force Office of Scientific Research, the Office of Naval Research, Boeing, Airbus/Testia, and Embraer.

VOLUME 1

Preface

KEYNOTE
Advancements on the Adoption of SHM Damage Detection
Technologies into Embraer Aircraft Maintenance Procedures
RICARDO PINHEIRO RULLI, FERNANDO DOTTA, GABRIEL DE OLIVEIRA CRUZ DO PRADO, DENNIS ROACH and TOM RICE
FAA SHM Research Program and the Challenges in Civil Aviation
PAUL SWINDELL
SHM Challenges for Fixed-wing Military Aviation: Thoughts on Future AFRL R&D Projects
ERIC LINDGREN
Ultrasonics, Corrosion and SHM—The Story of Permasense Ltd.
FREDERIC CEGLA and JON ALLIN

AEROSPACE STRUCTURES
A Damage Imaging Method Based on MUSIC Algorithm of Linear Sensor Array for Aircraft Structure
QIAO BAO, SHENFANG YUAN and LEI QIU
A Robust and Effective Approach Towards Accelerated Dent-mapping using a Purposebuilt 3D Optical Inspection Tool
HOWARD CHUNG, PIA BÖTTCHER, ERIK KLAAS and ARUN CHHABRA
Characterization of Lamb Waves Propagation Behavior in Friction Stir Welded Joints of Dissimilar Materials
MOHAMMAD ALI FAKIH, JAAFAR TARRAF, SAMIR MUSTAPHA, MOHAMMAD SAID HARB, HONGJIAN WANG, GEORGES AYOUB and RAMSEY HAMADE
Delamination Detection of Composites Based on a Bivariate Gamma Function Approach
SANG-YOUL LEE, GYU-DONG KIM and FU-KUO CHANG
Detecting Cracks in Helicopter Frame Station Structure using Unified Change Detection
WENYI WANG
Development of a Remote Acquisition and Transmission System of Strain Measurements in an Unmanned Aerial Vehicle for Damage Detection
JOHAM ALVAREZ-MONTOYA, ALEJANDRO CARVAJAL-CASTRILLÓN, LEONARDO BETANCUR-AGUDELO, FERNEY AMAYA-FERNÁNDEZ, JULIANA NINO-NAVIA and JULIÁN SIERRA-PÉREZ
Evaluation of NDT by Robotic Line Scan Thermography on Composite Aircraft Parts
MARGARET LISON, PATRICK HENDRICK, PIERRE SERVAIS and YANNIK DUFOUR
Guided Elastic Waves in CFRP Plates with Random Material Properties
EUGEN ZIMMERMANN, ARTEM EREMIN and ROLF LAMMERING
Health Monitoring of Full-Scale Aerospace Systems using Networked Acoustic Emission Sensors
MULUGETA A. HAILE, NATHANIEL E. BORDICK and JARET C. RIDDICK
Operational Load Monitoring System Implementation for Su-22UM3K Aging Aircraft
ARTUR KURNYTA, WOJCIECH ZIELINSKI, PIOTR REYMER and MICHAL DZIENDZIKOWSKI
Optical Fiber Based Structural Integrity Monitoring of UAV Structure during Full-Scale Static and Fatigue Tests
URI BEN-SIMON, SHAY SHOHAM, ROY DAVIDI, NADAV GOLDSTEIN, IDDO KRESSEL, TAL YEHOSHUA and MOSHE TUR
Optical Fiber Sensor Based Aircraft Structural Health Monitoring System
HIROSHI MAMIZU, AKIRA KURAISHI, YUJI IKEDA, TOSHIZO WAKAYAMA, NOBUO TAKEDA, SHU MINAKUCHI and KIYOSHI ENOMOTO
Structural Health Monitoring of a Military Aircraft using an Analog and Fiber Optic Sensor-based Data Acquisition System for Structural Life Management
JAE-SEOK HA, CHAN-YIK PARK and SANG-YONG KIM
Structural Health Monitoring of Turbomachinery using TOA Signal and Expert Software
MIROSLAW WITOS, MARIUSZ ZIEJA and KRZYSZTOF DRAGAN
The Potential for Health Monitoring in Expandable Space Modules: The Bigelow Expandable Activity Module on the ISS
NATHAN D. WELLS and ERIC I. MADARAS

CIVIL STRUCTURES
A Big Data Management and Analytics Framework for Bridge Monitoring
SEONGWOON JEONG, RUI HOU, JEROME P. LYNCH, HOON SOHN and KINCHO H. LAW
A Multiscale Multispectral Approach to Digital Image Correlation for SHM Applications
MELVIN MATHEW, ANDREW ELLENBERG, SHANE ESOLA, IVAN BARTOLI and ANTONIOS KONTSOS
An On-site Evaluation Method for Corrosion Degradation of In-service Cable Wires by Image Histogram Matching
YANG XU, SHUNLONG LI, HUI LI, CHENYU GU, XINBIN LI, XIAOWEI CHEN and WEIDONG QIAO
Crack Detection of Orthotropic Plate Box Girder Bridges Based on FBG Strain Sensors
SHIYIN WEI, YADING ZHAO and HUI LI
Damage Evaluation on Steel Plate Reinforced RC Slabs with One-side Access AE Tomography via Anchor Bolts
KATSUFUMI HASHIMOTO, TOMOKI SHIOTANI, TAKAHIRO NISHIDA, HISAFUMI ASAUE and SHIGERU KAYANO
Developing Integrated Methods and Software Tools for Monitoring-based Asset Performance Management
ZHENG YI WU
Development of SMART Gate Decision Support Tools for Large Inland Navigation USACE Infrastructure: The Dalles Tainter Gate
QUINCY G. ALEXANDER, MATTHEW D. SMITH and BRIAN A. EICK
Dynamics Testing for Alkali-Silica Reaction Diagnosis in Concrete
SARAH MIELE, SANKARAN MAHADEVAN and KYLE NEAL
Experimental Study on the In-situ Stress Measurement of Reinforced Concrete Structure by the Ring-Hole Method with FBG Sensor
DENG NIANCHUN, LIU JIANMING, LUO YUEJING and WU BIZHAO
Forced Vibration Monitoring of Railway Bridges by use of Multiple Long Stroke Shakers
MICHAEL REITERER, STEFAN LACHINGER, JOSEF FINK and SEBASTIAN-ZORAN BRUSCHETINI-AMBRO
Guidelines for Monitoring of Structures in the Offshore Wind Industry
HELMUT WENZEL
Mapping, Assessing and Monitoring Urban Underground Infrastructure
DRYVER HUSTON, TIAN XIA, DYLAN BURNS, DAN ORFEO, YU ZHANG and CONNIE OU
Monitoring of Bridges by Optical Strands
FRANÇOIS-BAPTISTE CARTIAUX, GEORGIOS ANDRIKOPOULOS and PATRICE MARC PELLETIER
Numerical Model for Predicting Carbon Fiber Composite Cable Forces in a Cable-stayed Bridge
KATHRYN A. MCDONALD, ANDREW J. GOUPEE, KEITH A. BERUBE and ROBERTO A. LOPEZ-ANIDO
Performance Monitoring of an Existing Concrete Bridge using Strain Measurement Data
ADEKUNLE P. ADEWUYI, ZHISHEN WU and SHODOLAPO O. FRANKLIN
Sequential Importance Sampling Algorithm in Damage Detection of a Cable Stayed Bridge
MOHAMMAD AZARBAYEJANI and ALY I. EL-OSERY
SHM Application to USACE Large Civil Infrastructure: Development of Trunnion Friction Detection Methodology for Radial (Tainter) Gates
MATTHEW D. SMITH and QUINCY G. ALEXANDER
Stiffness Identification of Stiffness Identification of High-rise Buildings via Subspace and Inverse-mode Methods
IZURU TAKEWAKI, YUHEI FUJIMORI and KOHEI FUJITA
Study on the Monitoring Method of Windinduced Response of Transmission Tower Structure Based on Dynamic Analysis
LUO YUEJING, WANG LONGLIN, DENG NIANCHUN and WANG HAILONG
Towards an Automated Damage Detection System for Miter Gates on Navigation Locks: Detecting Boundary Condition Degradation
BRIAN A. EICK, BILLIE F. SPENCER, MATTHEW D. SMITH, QUINCY G. ALEXANDER and STUART D. FOLTZ

DIAGNOSTICS
Application of Interface Waves for Damage Detection in Laminated Composite Bends
M. JAHANBIN, S. SANTHANAM, J. B. IHN and N. DESAI
Baseline-Subtraction-Free (BSF) Damage-scattered Wave Extraction for Stiffened Isotropic Plates
JIAZE HE, PATRICK E. LESER and WILLIAM P. LESER
Bio-robotic ROV Design for Pipe-work Opto-sensorial Safety-inspections
TOMMY D’AGOSTINO, MICHELE MEO and MAURO ZARRELLI
Identification of the Location and Level of Loosening in a Multi-bolt Structure using Nonlinear Ultrasound
GIAN PIERO MALFENSE FIERRO and MICHELE MEO
Damage Diagnosis in Composite Materials under Applied Load with Guided Waves-based SHM
COLLEEN L. ROSANIA and FU-KUO CHANG
Data-driven Pattern Recognition Model Employing Auditory Receptors for Human-based Structural Health Monitoring System
SHERVIN KHAZAELI, ADAM ZIABARI, PARSA BANDAMIRI and ERIK COOK
Defect Imaging on CFRP and Honeycomb Composite Structures by Guided Waves Generated and Detected by a Sparse PZT Array
ANDRII KULAKOVSKYI, BASTIEN CHAPUIS, OLIVIER MESNIL, NAS-REDINE BEDREDDINE, OSCAR D’ALMEIDA and ALAIN LHÉMERY
Determining the Deformed Shape of Beams using the Conjugate Beam Method and Strain Measurements
CORRIE KAVANAUGH and BRANKO GLISIC
Enhanced Empirical Wavelet Transform with Application to Rolling Bearings Fault Diagnosis
XIAOTONG TU, YUE HU and FUCAI LI
Impact Localization using Sparse PWAS Networks and Wavelet Transform
ASAAD MIGOT and VICTOR GIURGIUTIU
Model-assisted Assessment of Damage Detection and Localization using Guided Wave-based Imaging Techniques
JÉRÉMY MORIOT, NICOLAS QUAEGEBEUR, ALAIN LE DUFF and PATRICE MASSON
NDT Approaches to Optimize Acoustics Based SHM Systems for Anisotropic Composite Structures
R. SRIDARAN VENKAT and C. BOLLER
Remote Mechanical Vibration Sensing: A Comparison Between CW-Doppler Radar and Laser-Doppler Vibrometer Measurements
AMIT SHRESTHA, RAHUL KUMAR, FABIAN DORNUF, JOCHEN MOLL, VIKTOR KROZER and MATTHIAS SCHMIDT
Signal-based Versus Nonlinear Model-based Damage Sensitive Features for Delamination Quantification in CFRP Composites
MERIEM GHRIB, MARC RÉBILLAT, NAZIH MECHBAL, LAURENT BERTHE and MIKHAIL GUSKOV
Statistical Based Features Vector for Skin-stringer Debonding Detection
BERNARDINO GALASSO, MONICA CIMINELLO, FRANCESCA MARIA PISANO and ANTONIO CONCILIO
Transfer Impedance Approach to Damage Detection and Localization Based on RAPID Imaging Algorithm
KRZYSZTOF DRAGAN, MICHAL DZIENDZIKOWSKI and ARTUR KURNYTA
Use of Time-frequency Damage Sensitive Features for Structural Damage Diagnosis
SHIEH-KUNG HUANG, YIZHENG LIAO, CHIA-MING CHANG, CHIN-HSIUNG LOH, ANNE KIREMIDJIAN and RAM RAJAGOPAL

ELECTROMECHANICAL IMPEDANCE BASED METHODS
Electromechanical Impedance-based Damage Identification Enhancement using Integrated Bistable and Adaptive Piezoelectric Circuitry
JINKI KIM and KON-WELL WANG
Electromechanical Impedance Sensitivity Analysis Based Structural Health Monitoring using Sub-frequency for Compensating Temperature Effects
YANGLEI ZHAN, LI XIAO and WENZHONG QU
Model-based Evaluation of Electro-mechanical Impedance Measurements for Detection and Size Identification of Face Layer Debondings in Sandwich Panels
CHRISTOPH KRALOVEC, MARTIN SCHAGERL and THOMAS ERLINGER
Optimum Reduction of Electrodes Needed for Delamination Identification using Electrical Resistance Tomography
LUIS WALDO ESCALONA-GALVIS, PAULINA DIAZ-MONTIEL and SATCHI VENKATARAMAN
Study of Adhesive Bonds by Mechanical Tests, Ultrasounds and Electromechanical Impedance Method
PAWEŁ H. MALINOWSKI, KONSTANTINOS I. TSERPES, ROMAIN ECAULT and WIESŁAW M. OSTACHOWICZ

ENVIRONMENTAL AND OPERATIONAL EFFECTS
A Novel Heatsink for Thermo-Electric Power Harvesting of Structural Health Monitoring Systems
SALVATORE BOCCARDI, ONORIO IERVOLINO, GIOVANNI LOISI, FRANCESCO CIAMPA and MICHELE MEO
An Enhanced Guided Wave-Gaussian Mixture Model for Aircraft Structural Damage Monitoring under Varying Environmental and Operational Conditions
LEI QIU, SHENFANG YUAN and FANG FANG
Principal Component Analysis and Artificial Neural Network Framework for Damage Detection Strategy under Varying Operational Loading Conditions
SHARAFIZ ABDUL RAHIM, GRAEME MANSON and KEITH WORDEN
Thermal Effect Identification and Bridge Damage Disclosure by using Blind Source Separation Method
YANJIE ZHU, ANDRE JESUS, IRWANDA LAORY and YUAN REN

MODELLING, SIMULATION, AND DIGITAL TWIN
A Categorical Approach Towards Metamodeling Cyber-physical Systems
DMITRII LEGATIUK, MICHAEL THEILER, KOSMAS DRAGOS and KAY SMARSLY
A New Ultrasonic Immersion Technique to Retrieve Anisotropic Stiffness Matrix for Dispersion Curves Algorithms
DARUN BARAZANCHY, WILLIAM ROTH and VICTOR GIURGIUTIU
A Simplified Treed Gaussian Process Approach to the Modelling of Bridge Data for Structural Health Monitoring
TIANWEI ZHANG, ROBERT BARTHORPE and KEITH WORDEN
Characterizations of Fundamental SH Wave Generation using a Fully Coupled Dynamic Model
PENG LI, SHENGBO SHAN and LI CHENG
Crack Initiation and Growth Acoustic Emission Analysis with Finite Element Analysis for Structural Health Monitoring of Mooring Chains
ÁNGELA ANGULO, SLIM SOUA, JANE ALLWRIGHT, TAT-HEAN GAN and CRISTINEL MARES
Mathematical Modelling and Numerical Simulation of the On-line Structural Health Monitoring System
BHUIYAN SHAMEEM MAHMOOD EBNA HAI and MARKUS BAUSE
Mitigation of Adhesive Nonlinearity in Nonlinear-Lamb-wave-based SHM Systems
SHENGBO SHAN, FUZHEN WEN and LI CHENG
Modeling, Simulation and Analysis of Electromechanical Impedance-based SHM using Finite Element
ROTHSCHILD ALENCASTRO ANTUNES, NICOLÁS E. CORTEZ, BÁRBARA GIANESINI, ANTÔNIO E. TURRA and JOZUÉ VIEIRA FILHO
Modeling, Simulation and Analysis of Temperature Effects on Impedance-based SHM Applications using Finite Elements
BÁRBARA MORAIS GIANESINI, NICOLÁS E. CORTEZ LEDESMA, ROTHSCHILD ALENCASTRO ANTUNES and JOZUÉ VIEIRA FILHO
Measurement and Modelling of Thermal and Mechanical Anisotropy of Parts Additively Manufactured using Fused Deposition Modelling (FDM)
ANDREW M. BAKER, JOHN MCCOY, BHASKAR S. MAJUMDAR, BRITTANY RUMLEY-OUELLETTE, JACOB WAHRY, ALEXANDRIA N. MARCHI, JOHN D. BERNARDIN and DUSAN SPERNJAK

PROGNOSTICS AND HEALTH MANAGEMENT
Adaptive Prognosis of Fatigue Damage Based on the Combination of Particle Filters and Neural Networks
CLAUDIO SBARUFATTI, FRANCESCO CADINI and MARCO GIGLIO
Battery Aging and Fuel Efficiency as Optimization Objectives as Part of a Real-time Operating System of a Multi-source HEV
BEDATRI MOULIK and DIRK SÖFFKER
Integrated Prognostic Model for RUL Estimation using Threshold Optimization
ROSMAWATI JIHIN, DIRK SÖFFKER and NEJRA BEGANOVIC
Multi-parameter Fibre Optic Sensing System for Remote Condition and Operation Monitoring of Gearbox Bearings in Rack and Pinion Jacking Systems
ERIC VAN GENUCHTEN, JOSÉ MARÍA ÁLVAREZ and STIJN VAN EESBEEK
New Methodology for Testing Flight Actuators in Aiding Loads Catering for Large Prognosis Data Needs
G. SREEDHAR BABU, LOKESHWARAN KANDASWAMY, DR. A. LINGAMURTHY and DR. A.S. SEKHAR
Study on Non-linear Regression Algorithm for Prognostic and Health Management of Aero-engine
YINGQI LIU, MEI YUAN, SHAOPENG DONG and YUTING WU
Wheel Polygonalization Feature and Re-Profiling Evaluation Method and Application based on Vehicle Interior Noise Monitoring
YANG GAO, XINYI LI, XINBIAO XIAO, SUMING XIE and XIAOFENG LI

SENSORS AND SENSOR NETWORKS
An Investigation of the Performances of Embedded Buckypapers Within a 0/90 WC Glass Fibre Reinforced Composite Specimen with a Delamination, under Tensile Loading
AYAD KAKEI, JAYANTHA EPAARACHCHI, MAINUL ISLAM, ZHANG ZHICHUN and JINSONG LENG
Conductive Poly Lactic Acid (PLA) Temperature Sensors Embedded in Additively Manufactured Parts
JACOB WAHRY, BRITTANY J. RUMLEY-OUELLETTE, MICHAEL TODD and ALEXANDRIA MARCHI
Development of a Multifunctional Stretchable Sensor Network for Smart Structures
XIYUAN CHEN, TANAY TOPAC, WYATT SMITH, PURIM LADPLI, HAILIN CAO and FU-KUO CHANG
Distributed Smart Sensing on the Fly: Dynamic Task Allocation in Wireless Sensor Networks
JAMES LONG and ORAL BUYUKOZTURK
Elasto-acoustic Wave Source Localization in Composite Plate-like Structure using Muti-rosetts Sensing
KATARZYNA MAJEWSKA, MAGDALENA MIELOSZYK and WIESLAW OSTACHOWICZ
Embedded Piezoelectric Transducers in Carbon Fibre Composites for Nonlinear Ultrasonic Applications
CHRISTOS ADREADES and FRANCESCO CIAMPA
Expandable Sensor Networks for Structural Health Monitoring
JEFFREY BERGMAN, FRANKLIN LI, AMRITA KUMAR and JAMES MIN
Extending the Use of Power Tools to Aerial Robots for Infrastructure Repair
BEN CHESEBROUGH, DAVID MASCARENAS and DAVID GROW
Impact and Damage Localization with Integrated Active and Passive Sensing using L-shaped Sensor Arrays
HWEE KWON JUNG, HO YEON MOON and GYUHAE PARK
Integrated Hybrid Structural Health Monitoring System
JEFFREY BERGMAN, FRANKLIN LI, CAS CHEUNG, AMRITA KUMAR, LEVY OBLEA, WILLIAM PRICE, STEVE JANKLY, VAHID SOTOUDEH, BEHZAD MOSLEHI and MICHAEL COPE
Multifunctional Skin based on Spiral Passive Electromagnetic Sensor for Efficient Structural Health Monitoring of Composite Structures
ONORIO IERVOLINO and MICHELE MEO
Development of Nanocomposites Quantum Resistive Sensors (QRS) for the Structural Health Monitoring (SHM) of Composite for Wind Turbine Applications
ANTOINE LEMARTINEL, SUVAM NAG-CHOWDHURY, MICKAËL CASTRO, JULIO DE LUCAS and JEAN-FRANÇOIS FELLER
Optimisation of Optical Fibres for Structural Health Monitoring Through Micro-braiding
OLUBUKOLA RUFAI, MAYANK GAUTAM, PRASAD POTLURI and MATTHIEU GRESIL
Wireless Thin Film Strain Sensing Circuit for Implantable Applications
ANDREW BURTON and JEROME P. LYNCH
Wireless Torque Sensing System for Rotating Machinery
VIOREL OLARIU, T.S. KALKUR and SEBASTIAN OLARIU

SHM-BASED STRUCTURAL DESIGN
Analysis and Optimization of Vehicle-borne Gateway Based on Finite Element Technology
YUN LI, FUCAI LI and HONGGUANG LI
BIM-based Design of Structural Health Monitoring Systems
MICHAEL THEILER, KOSMAS DRAGOS and KAY SMARSLY
Digital Structural Health Monitoring for SHM Design
SPANDAN MISHRA, HOWARD CHUNG, HARISH SURENDRANATH and FU-KUO CHANG
Engineering Design with Digital Thread
VICTOR SINGH and KAREN WILLCOX
Strain Sensors Optimal Placement for Vibration-based Structural Health Monitoring
THEODOROS LOUTAS and ALEXANDROS BOURIKAS
Test Event Weighting Coefficients for a Machine Structure from Customer-sampled D-Optimally Placed Wireless Fatigue Nodes
JEFFRY N. SUNDERMEYER

SIGNAL PROCESSING
A Method based on Pseudo Excitation Method to Analyze Random Dynamic Stress of Railway Vehicle System
HANFEI GUO, XIAOXUE LIU, WEIDONG HE, WEI TONG and YOUWEI ZHANG
A New Strategy for Damage Identification in SHM Systems by Exploring Kappa Coefficient
MARIO A. DE OLIVEIRA, NELCILENO V. S. ARAUJO, DANIEL J. INMAN and JOZUE VIEIRA FILHO
Deformation Data Recovery Based on Compressed Sensing in Bridge Structural Health Monitoring
HAILIN CAO, YINLI TIAN, JIANMEI LEI, XIAOHENG TAN, DONGYUE GAO, FOTIS KOPSAFTOPOULOS and FU-KUO CHANG
Eddy Current Imaging for Detecting Defects in Conductive Structures Based on Compressive Sensing Method
BO YE, WEIQUAN DENG, JUN BAO, JIANDE WU, XIAODONG WANG and GUOYONG HUANG
Glass Fibre Reinforced Composite Samples Inspected using THz Spectroscopy
MAGDALENA MIELOSZYK, KATARZYNA MAJEWSKA and WIESLAW OSTACHOWICZ
Identifying Unstable Damage Growth in CFRP Composites under Tension
DUY TRAN and MANNUR SUNDARESAN
Method for Extracting Fault Features from Shaft Vibration Signals of Large Turbine Units Based on Gabor Transform Time-frequency Filtering
LI ZHAO, WEI TENG, CHUANDI ZHOU, HONGWEN AN and YIBING LIU
Novel Approaches for Loose Bolt Detection With and Without Sensors using Heterodyning Effect
AMIN BAGHALIAN, SHERVIN TASHAKORI, VOLKAN Y. SENYUREK, MUHAMMET UNAL and IBRAHIM N. TANSEL
Nuclear Power Plant PCCV Structure Monitoring Based on BOTDA and Its Data Processing using Kalman Filter
KAIXING LIAO, JINKE LI, XIANGLONG KONG and XUEFENG ZHAO
Robust Hammering Echo Analysis for Concrete Assessment with Transfer Learning
JANXING YE, TAKUMI KOBAYASHI, HIROSHI TSUDA and MASAHIRO MURAKAWA
Time Reversal Invariance for Nonlinear Crack Characterization
PHILIPPE BLANLOEUIL, L. R. FRANCIS ROSE and CHUN H. WANG

STATISTICAL METHODS AND MACHINE LEARNING
A Data Mining Tool for Detecting and Predicting Abnormal Behavior of Railway Tunnels
MATTEO VAGNOLI, RASA REMENYTE-PRESCOTT, DANIEL THOMPSON, JOHN ANDREWS, PAUL CLARKE and NEIL ATKINSON
A Generalized Approach to Integrate Machine Learning, Finite Element Modeling and Monitoring Data for Bridges
ADAM SANTOS, ELOI FIGUEIREDO, PEDRO CAMPOS, IONUT MOLDOVAN and JOÃO C. W. A. COSTA
A Method of Crack Detection Based on Convolutional Neural Networks
XUEFENG ZHAO and SHENGYUAN LI
Deep Neural Controller: a Neural Network for Model-free Predictive Control and its Application to Viscosity Control in Chemical Process
JUNYOUNG PARK, HYO-WON SUH and JINKYOO PARK
Imputing Missing Strain Monitoring Data in Structural Health Monitoring
ZHICHENG CHEN, YUEQUAN BAO and HUI LI
Reliability of Resonant Frequency Test for Strength Estimation of Concrete using Probabilistic Methods
SIKANDAR SAJID and LUC CHOUINARD
Stochastic Subspace-based Damage Detection with Uncertainty in the Reference Null Space
EVA VIEFHUES, MICHAEL DÖHLER, FALK HILLE and LAURENT MEVEL
Transfer Matrices-based Output-only Statistical Damage Localization and Quantification of a Frame Structure
MD DELWAR HOSSAIN BHUYAN, SAEID ALLAHDADIAN, MICHAEL DÖHLER, YANN LECIEUX, LAURENT MEVEL, FRANCK SCHOEFS and CARLOS VENTURA

SYSTEM IDENTIFICATION AND VIBRATIONS
A Modal-analysis-based NODIS Method for Beam-like Structure and its Performance under Changing Boundary Conditions
TIANXIANG HUANG and KAI-UWE SCHRÖDER
Comparison of Three Time-domain Methods for Damage Tracking of Nonlinear Hysteretic Vibration Isolation System with Unknown Inputs
TENGFEI MU and LI ZHOU
Controlled Substructure Identification of Shear Structure with Virtual Control System
DONGYU ZHANG and HUI LI
Damage Detection for Beam-like Structures Based on Local Flexibility Method with Rotary DOF Measurement
TING-YU HSU, WEN-I LIAO and SHEN YAU HSIAO
Damage Identification of Plates by using a Continuously Scanning Laser Doppler Vibrometer System
DA-MING CHEN, YONGFENG XU and WEIDONG ZHU
Damage Identification of RC Beams from Changes in their Vibration Characteristics
FAHIM AHMED and RAQUIB AHSAN
Data Fusion based EKF-UI for Real-time Simultaneous Identification of Structural Systems and Unknown External Inputs
YING LEI and LIJUN LIU
Design and Validation of a Smartphone Based Wireless Structural Vibration Monitoring System
DONGYU ZHANG, JIADONG TIAN and HUI LI
Effectiveness of the Random Decrement Technique in Modal Identification of Structures using Ambient Vibration Response
ARDALAN SABAMEHR, ASHUTOSH BAGCHI, LUCIA TIRCA, SAROJ K. PANIGRAHI and AJAY CHOURASIA
Experimental Tests of Substructure Approaches for Health Monitoring System
LIJUN XIE, LONGXI LUO, AKIRA MITA and MARIA Q. FENG
Model-free Structural Hysteretic Force and Mass Identification using Limited Acceleration Measurement
BIN XU, BAICHUAN DENG and JING LI
Performance, Reliability and Validation of Mass Spring Systems by Means of Vibration-based Excitation Sources
ELISABETTA PISTONE, HANNO TÖLL and GÜNTHER ACHS
Rapid Damage Assessment in Tall Buildings after Seismic Events
KOJI TSUCHIMOTO and BILLIE F. SPENCER, JR.
Research on Modal Analysis and Impact Force Inversion Based on Compressive Sampling Data
ZHI-FENG FAN, DONG LIANG, XING LI and QIANG ZHU
Sparsity-based Reconstruction Method for Simultaneous External Force Monitoring and Structural Damage Identification
DANIEL GINSBERG and CLAUS-PETER FRITZEN
Speed Extraction from Vibration Signal using ANNs and Broadband Features
ZIEMOWIT DWORAKOWSKI, KAJETAN DZIEDZIECH,
OUSSAMA GRAJA and ADAM JABLONSKI
Structural Reliability Updating and Damage Assessment with Bayesian Networks
HAIFENG YANG, ZIYAN WU, HONGBIN SUN and PENG SUN
Vibration Analysis and Structural Optimization of Networking Equipment for the Internet of Things under Base Excitation
YING LIU, HONGGUANG LI and FUCAI LI

SPECIAL SESSION: ACOUSTIC EMISSION AND HYBRID SHM
Acoustic Emission for Monitoring the Elastic Concrete Beam Subjected to Three-point-bending Tests
QINGHUA HAN, GUANG YANG and JIE XU
Application of Shape-based Similarity Measures to Classification of Acoustic Emission Waveforms
SEBASTIAN FELIX WIRTZ and DIRK SÖFFKER
Experimental and Computational Analysis of Acoustic Emission Waveforms for SHM Applications
MD YEASIN BHUIYAN and VICTOR GIURGIUTIU
Fiber-Optic Acoustic Emission Sensor based on a Chirped FBG Pair for Crack Detection in Aluminum Plate
GUIGEN LIU, LINGLING HU, YUPENG ZHU and MING HAN
In-situ Wear Monitoring: An Experimental Investigation of Acoustic Emission During Thread Forming
SEBASTIAN FELIX WIRTZ, ANNA LENA DEMMERLING and DIRK SÖFFKER
Increased Lamb Wave Detection Sensitivity of Surface Bonded Fiber Bragg Gratings through Bonding Optimization
JUNGHYUN WEE, DREW HACKNEY, PHILIP BRADFORD and KARA PETERS
Source Identification and Classification of Acoustic Emission Signals by a SHAZAM-inspired Pattern Recognition Algorithm
NICCOLO FACCIOTTO, MARCIAS MARTINEZ and ENRICO TROIANI
System for Logging Acoustic Emission Signals from FRP Reinforcing Rods that is Suitable for Field and Long Term Laboratory Testing
MOHAMMADHADI SHATERI, DOUGLAS THOMSON, MAHA GHAIB and DAGMAR SVECOVA

SPECIAL SESSION: ASSESSMENT OF THE VALUE OF SHM INFORMATION
A Method to Monitor the Circular Deformation of Metro Shield Tunnels in Soft Soils
JINFENG ZHANG and MING ZHAO
Optimized Structural Health Monitoring System Design for Aviation Structures
W. THOMAS LITTLE, TRYSTON B. GILBERT, DARIAN D. WOOD, MICHELE K. PLATT and JEAN P. VREULS, JR.
Airbus Roadmap and Typical Solutions
MARIE-ANNE DE SMET
An Introduction to the Heterogeneous SHM System for a Super-large-scale Multiple-tower Suspension Bridge
HUAPING DING, QINGHONG SHEN and SIDAN DU
Bridge Impact Detection and Classification using Artificial Neural Networks
JASE D. SITTON, BRETT A. STORY and YASHA ZEINALI
First Steps Toward Integration of Structural Health Monitoring and Non-Destructive Evaluation Data for Decision Making
SHI YE, XIANGANG LAI, IVAN BARTOLI, FRANKLIN MOON, A. EMIN AKTAN and HODA AZARI
Damage Detection and Deteriorating Structural Systems
LIJIA LONG, SEBASTIAN THÖNS and MICHAEL DÖHLER
Novel Detection and Quantification of Sensitivity of Impact-Induced Structural Dynamics: Potential Enhanced Damage Detection by Wave Chaos Information
IOANNIS T. GEORGIOU
On-board Decision Making Platform for Structural Health Monitoring
CLÉMENT BARTHÈS, MARC RÉBILLAT, KHALID MOSALAM and NAZIH MECHBAL
Optimal Sensor Placement and Scheduling with the Value of Information
CARL MALINGS and MATTEO POZZI
Parametric Analysis of Value of Information for Monitoring Infrastructure Components
SHUO LI and MATTEO POZZI
Progress of the COST Action TU1402 on the Quantification of the Value of Structural Health Monitoring
SEBASTIAN THÖNS, MARIA PINA LIMONGELLI, ANA MANDIC IVANKOVIC, DIMITRI VAL, MARIOS CHRYSSANTHOPOULOS, GEERT LOMBAERT, MICHAEL DÖHLER, DANIEL STRAUB, ELENI CHATZI, JOCHEN KÖHLER, HELMUT WENZEL and JOHN D. SØRENSEN
Quantifying the Benefit of SHM: What if the Manager is not the Owner?
DENISE BOLOGNANI, ANDREA VERZOBIO, DANIEL TONELLI, CARLO CAPPELLO, BRANKO GLISIC and DANIELE ZONTA
Reliability Monitoring for an Individual Product Based on Degradation Information Fusion Reliability Monitoring for an Individual Product Based on Degradation Information Fusion
ZHIHUA WANG, AO ZHANG, XINLEI WEN, JUNXING LI and YONGBO ZHANG
Technology Advancements Lead to New Approaches in Structural Health Monitoring (SHM) with Battery-free Wireless Embedded RFID Strain Sensors
SCOTT DALGLEISH
Wireless Sensors Synchronization: An Accurate and Deterministic GPS-based Algorithm
VINCENT LE CAM, ARTHUR BOUCHE and DAVID PALLIER

SPECIAL SESSION: DIAGNOSTICS AND PROGNOSTICS OF COMPOSITE STRUCTURES TOWARDS A CONDITION-BASED MAINTENANCE FRAMEWORK
Coupling In Situ Microstructure Observation with Machine Learning Algorithms for Damage Diagnostics and Prognostics
BRIAN J. WISNER and ANTONIOS KONTSOS
Development of Strain Measurement Based On-line Impact Monitoring System for Composite Structures
M. J. AUGUSTIN, DATTA AMITABHA, SATHYA P. SAKTHI, GUPTA NITESH, S. R. VISWAMURTHY, GADDIKERI KOTRESH and RAMESH SUNDARAM
Embedded Sensing of Damage in Composite Materials
ASHA HALL, MULUGETA HAILE, MICHAEL COATNEY, NATASHA BRADLEY and JIN HYEONG YOO
Ensuring the Reliability of Damage Detection in Composites by Fusion of Differently Classified Acoustic Emission Measurements
SANDRA ROTHE, SEBASTIAN FELIX WIRTZ, GERITT KAMPMANN, OLIVER NELLES and DIRK SÖFFKER
Heterodyning Effect in Composites Bond Inspection
SHERVIN TASHAKORI, AMIN BAGHALIAN, VOLKAN Y. SENYUREK, MUHAMMET UNAL and IBRAHIM N. TANSEL
Online Remaining Useful Life Prognosis for Composite Materials Based on Acoustic Emission and Strain Data
NICK ELEFTHEROGLOU, DIMITRIOS ZAROUCHAS, THEODOROS LOUTAS, RENE ALDERLIESTEN and RINZE BENEDICTUS

SPECIAL SESSION: DISTRIBUTED AND QUASI-DISTRIBUTED FIBER-OPTIC AND ELECTRICAL SENSORS, AND ASSOCIATED DATA ANALYSIS AND MANAGEMENT
Validating 3D Photonic Crystals for Structural Health Monitoring
VALENTINA PICCOLO, ANDREA CHIAPPINI, ALESSANDRO VACCARI, ANTONIO CALÀ LESINA, MAURIZIO FERRARI, LUCA DESERI and DANIELE ZONTA
A Novel Two-dimensional Distributed Temperature Sensor Based on Electrical Resistance Tomography
REZA RASHETNIA, DANNY SMYL, MILAD HALLAJI, AKU SEPPÄNEN and MOHAMMAD POUR-GHAZ
Damage Detection in a Vibrating Structure using Distributed and Dynamic Fiber-Optic Techniques
ROY DAVIDI, AVI MOTIL, NACHUM GORBATOV, URI BENSIMON, IDDO KRESSEL, YAKOV BOTSEV, MEIR HAHAMI and MOSHE TUR
Damage Detection in Composite Pipes During Mechanical Three Point Bending
NEHA CHANDARANA, CONSTANTINOS SOUTIS and MATTHIEU GRESIL
Field Study on Wireless Sensor Networks for Structural Health Monitoring using Beamforming Communication Systems
MICHAEL FEILEN, CHRISTIAN T. GEISS, NORBERT NIKLASCH and MARKUS KRAUSS
Development of the Fiber Optic Distributed Strain Sensing System and its On-Board Monitoring of Aircraft during Flight Tests
DAICHI WADA, HIROTAKA IGAWA, MASATO TAMAYAMA, TOKIO KASAI, HITOSHI ARIZONO, HIDEAKI MURAYAMA and KATSUYA SHIOTSUBO
Dynamic Reconstruction of In-plane Strain Maps using a Two-dimensional Sensing Skin
AUSTIN DOWNEY, JIN YAN, SIMON LAFLAMME and AN CHEN
Impact Damage Detection and Localization of Adhesively Bonded Fiber Reinforced Structures using Silver Nanoparticle Based Printed Circuits
TILL AUGUSTIN, JULIAN KARSTEN and BODO FIEDLER
Load and Deformation Identifications of a Wing Structure by using Distributed Fiber-Optic Sensors
HIDEAKI MURAYAMA, RYUTARO MATSUMOTO, KAZURO KAGEYAMA, DAICHI WADA and HIROTAKA IGAWA
Local and Global Approaches for Damage Detection in Composite Structures by Fiber Optic Sensor
ALFREDO GÜEMES, ANTONIO FERNÁNDEZ-LÓPEZ, PATRICIA F. DÍAZ-MAROTO, ÁNGEL LOZANO and JULIÁN SIERRA-PEREZ
Monitoring Early-age Strain and Temperature Distributions in Full-scale Steel-concrete Composite Beams with Distributed Fiber Optic Sensors
YI BAO, MATTHEW HOEHLER, LISA CHOE, MATTHEW A. KLEGSETH and GENDA CHEN
Monitoring Method and System for Uneven Sedimentation of Storage Tank Foundation Based on FBG
DING KEQIN, CHEN GUANG, TANG FANGXIONG and ZHANG LIJING
Optical Fiber for 3D Imaging of Deformations in Concrete Containers Stacked
GUILLAUME HERMAND, SANDRINE BETHMONT, MARCEL LANDOLT and SYLVIE LESOILLE
Railway Wheel Defect Identification using the Signals Reconstructed from Impact Load Data
ALIREZA ALEMI, YUSONG PANG, FRANCESCO CORMAN and GABRIEL LODEWIJKS
SHM using Integrated Photonics Based Fiber Sensing Solutions
ROLF EVENBLIJ
Strain Field Identification of an Aluminum Plate by using Distributed Fiber-Optic Sensors
HIDEHARU OGINO, HIDEAKI MURAYAMA, FUMIYA FUJIMORI, KAZURO KAGEYAMA, DAICHI WADA and HIROTAKA IGAWA
Strain Transfer for Optimal Performance of Sensing Sheet
MATTHEW J. GERBER and BRANKO GLISIC
Associated Data Analysis and Application Based on the Stress Measurements
WEI LU, JUN TENG, RUNFA WEN and QIEXIN PENG
Virtual Environments for Structural Health Monitoring
REBECCA NAPOLITANO, ANNA BLYTH and BRANKO GLISIC

SPECIAL SESSION: DYNAMIC DATA DRIVEN APPLICATIONS SYSTEMS (DDDAS)
WiStealth: A Fixed Point RSSI Covert Channel using Multi-Modality Filtering Techniques
TOMMY CHIN and KAIQI XIONG
Intelligent Flight State Identification of a Self-Sensing Wing through Neural Network Modelling
XI CHEN, FOTIS KOPSAFTOPOULOS, HAILIN CAO and FU-KUO CHANG
Multiscale DDDAS Framework for Damage Prediction in Aerospace Composite Structures with Emphasis on Unmanned Aerial Vehicles
MARCO SIMONE PIGAZZINI, ARTEM KOROBENKO and YURI BAZILEVS
Structural Assessment and Sensor Placement Strategy for Self-Aware Aerospace Vehicles
LAURA MAININI
Data-driven State Awareness for Fly-by-feel Aerial Vehicles: Experimental Assessment of a Non-parametric Probabilistic Stall Detection Approach
FOTIS KOPSAFTOPOULOS, RAPHAEL NARDARI, YU-HUNG LI and FU-KUO CHANG
SPECIAL SESSION: GUIDED WAVES IN STRUCTURES FOR SHM
A Reference-Free Guided Wave Based Damage Localization Approach for Highly Dispersive Structures
GUOYI LI, ABHISHEK RAJADAS, ADITI CHATTOPADHYAY and DANIEL W. HUFF
Application of Model Assisted Probability of Detection (MAPOD) to a Guided Wave SHM System
GREGORY JARMER and SETH S. KESSLER
Compact Laser Ultrasound Scanner for Wide-Area Persistent Monitoring
JACOB SENECAL, ABRAHAM JARQUE and ERIC FLYNN
Compressive Sensing and Local Wavenumber Estimations for Fast Damage Imaging with Guided Waves Inspections
YASAMIN KESHMIRI ESFANDABADI, ALESSANDRO MARZANI and LUCA DE MARCHI
Damage Detection in a Composite T-Joint using Guided Lamb Waves
MARILYNE PHILIBERT, YING WANG, KUI YAO, CONSTANTINOS SOUTIS and MATTHIEU GRESIL
Damage Detection in Complex Composite Material Structures by using Elliptical Triangulation Method
ASSUNTA SORRENTINO and ANGELO DE FENZA
Experimental Analysis of Digital Data Communication in Intelligent Structures using Lamb Waves
JOCHEN MOLL, MORITZ MÄLZER, NICOLA TESTONI, LUCA DE MARCHI and ALESSANDRO MARZANI
For the Practical Use of a Lamb Wave-based SHM System
HIDEKI SOEJIMA, KOHEI TAKAHASHI, MEGUMI HIRAKI, YOJI OKABE, NOBUO TAKEDA and NORIYUKI SAWAI
Ground Penetrating Radar for Material Characterization in Structural Health Monitoring Applications
ISABEL MORRIS, HIBA ABDEL-JABER and BRANKO GLISIC
Guided Wave Generation and Propagation in Piezoelectric Composite Plates for Establishing Structural Self-awareness
YANFENG SHEN and JUNZHEN WANG
Guided Wave Mode Selection for Microstructure-sensitive Mutual Wave Interactions
MOSTAFA HASANIAN, GLORIA CHOI and CLIFF J. LISSENDEN
A Fundamental Study on Characterization of Guided Wave Scattering from Crack under Different Loading Conditions
NITIN BALAJEE RAVI and DEBIPROSAD ROY MAHAPATRA
Guided Wave Tomography for Corrosion Monitoring in Planar Structures
TOM DRUET, JEAN-LOUP TASTET, BASTIEN CHAPUIS and EMMANUEL MOULIN
Identification of Impact Damages in Aircraft Composites by Nonlinear Guided Wave Technique
WEIBIN LI, YOUNHO CHO and XINLIN QING
Low Temperatures Influence on the Lamb Waves in Aluminum Structures
TIBERIU ADRIAN SALAORU and IRINA ANDREI
Multichannel Device for Integrated Pitch Catch and EMI Measurements in Guided Wave Structural Health Monitoring Applications
KLAUS NEUSCHWANDER, AMIT SHRESTHA, JOCHEN MOLL, VIKTOR KROZER and MARCEL BÜCKER
Numerical and Experimental Study of First Symmetric and Antisymmetric Lamb Wave Modes Generated and Received by Dual-PZTs in a Composite Plate
EMMANUEL LIZE, CHARLES HUDIN, MARC REBILLAT, NAZIH MECHBAL and CHRISTIAN BOLZMACHER
On Performance Limits in Estimating Thickness of a Plate-Like Structure from a Full-Field Single-Tone Response Lamb Wave Measurement
NICHOLAS STULL, MATTHEW MASCARENAS and ERIC FLYNN
Online Monitoring of Corrosion Damage using Ultrasonic Guided Wave Tomography
JING RAO, MADIS RATASSEPP and ZHENG FA
Measurement of Thickness of Wall-Thinned Plate using Acoustic Wavenumber Spectroscopy and Spatial Local Wavenumber Filtering
TO KANG, SEONG IN MOON, JEONG HAN LEE, SOON WOO HAN, JIN HO PARK, GYUHAE PARK and JUN YOUNG JEON
Rail Crack Monitoring using Fiber Optic Based Ultrasonic Guided Wave Detection Technology
JUNFANG WANG, MAODAN YUAN and YI-QING NI
Selective Guided Waves Generation in a Bi-dimensional Waveguide for Damage Detection
VALENTIN SEREY, MATHIEU RENIER, MICHEL CASTAINGS, PATRICE MASSON, NICOLAS QUAEGEBEUR and PHILIPPE MICHEAU
Simultaneous Localization and Classification of Acoustic Emission Sources in Plates using a Guided Wave-Based Sparse Reconstruction
BRENNAN DUBUC, ARVIN EBRAHIMKHANLOU and SALVATORE SALAMONE
Spectral Finite Element Method for Studying the Wave Response on using SH modes in Adhesively Bonded Metallic Joints
SHWETA PAUNIKAR and S GOPALAKRISHNAN
Study of Guided Wave Propagation in Water Immersed Samples with Protective Coating
PAWEL H. MALINOWSKI, JOCHEN MOLL, TOMASZ WANDOWSKI, MIKHAIL GOLUB and WIESLAW M. OSTACHOWICZ
Torsional Waves for Load Monitoring of Cylindrical Waveguides
JABID QUIROGA, LUIS EDUARDO MUJICA, RODOLFO VILLAMIZAR, MAGDA RUIZ and JHONATAN CAMACHO
Transducer Placement Option for Ultrasonic Lamb Wave Structural Health Monitoring (SHM) on Damage Tolerant Aircraft Substructure
VINCENTIUS EWALD, ROGER M. GROVES and RINZE BENEDICTUS
Interrogation of Linear/nonlinear Features of Guided Waves for Characterizing Hypervelocity Impact-induced Pitting Damage in Shielding Structures
MENGLONG LIU, CLIFF J. LISSENDEN, QIANG WANG, ZHONGQING SU, QINGMING ZHANG, RENRONG LONG and FANGSEN CUI

SPECIAL SESSION: MULTIFUNCTIONAL MATERIALS AND STRUCTURES
Advances of Bio-inspired In-situ Triboluminescent Optical Fiber Sensor for Damage and Load Monitoring in Multifunctional Composite
MD ABU SHOHAG, TANIWA NDEBELE, DAVID OLAWALE and OKENWA OKOLI
Battery State of Charge Estimation using Guided Waves—Numerical Validation and Statistical Analysis
PURIM LADPLI, FOTIS KOPSAFTOPOULOS and FU-KUO CHANG
CNT Enabled Fabric Sensors for Highly Sensitive and Large-area Monitoring of Polymeric Composites
YONG WANG, YUJIANG ZHAI, GUANTAO WANG and SIDA LUO
Displacement-Amplified Piezoelectric Heel Charger to Generate Power On-the-go
HAILI LIU and YA WANG

VOLUME 2

SPECIAL SESSION: MULTIFUNCTIONAL MATERIALS AND STRUCTURES
Dynamical Behavior of a Metamaterial Beam
TIANZHI YANG and PETER HAGEDORN
Effect of Polymer-based Self-healing Agent on the Gas Permeability of Cement Mortar After Compressive Loading
TAO DU, KE-YE YAN, SHENG-YING ZHAO and HUI LI
In Situ Printing of Conductive Poly Lactic Acid Strain Sensors Embedded into Additively Manufactured Parts
BRITTANY J. RUMLEY-OUELLETTE, JACOB H. WAHRY, ANDREW M. BAKER, JOHN D. BERNARDIN, ALEXANDRIA N. MARCHI and MICHAEL D. TODD
Incorporation of Gold Nanoparticles for Enhanced Additive Manufacturing and 3D Printing Applications of Novel ‘Smart’ Materials
COLE BRUBAKER, TALITHA FRECKER, IAN NJOROGE, G. KANE JENNINGS, SANDRA ROSENTHAL and DOUGLAS ADAMS
Mechanics and Design of Self-healing Materials to Complement SHM
NATHAN SALOWITZ, AMERALYS CORREA, TRISHIKA SANTEBENNUR, AFSANEH DORRI MOGHADAM and PRADEEP ROHATGI
Multifunctional Mechanoluminescent Composites for Autonomous Impact Detection of Aerospace Structures
QUINLAN TOWLER and DONGHYEON RYU
Nano-engineered Functional Composites with Self-sensing Capability for Ultrasonics-based Structural Health Monitoring
YEHAI LI, YAOZHONG LIAO and ZHONGQING SU
On the Dynamic Acquisition of Electrical Signals for Structural Health Monitoring of Carbon Nanotube Doped Composites
CLAUDIO SBARUFATTI, XOAN F. SÁNCHEZ-ROMATE, DIEGO SCACCABAROZZI, SIMONE CINQUEMANI, FLAVIA LIBONATI, ALFREDO GÜEMES and ALEJANDRO UREÑA
Printed Electronics for Structural Health Monitoring: Automating the Identification of Cohesive Damage Parameters
FELIX HEINRICH and ROLF LAMMERING
Reliability Assessment for Nano Engineered Fatigue Crack Sensor
SETH S. KESSLER, CAROLYN SCHMIDT and CHRISTOPHER T. DUNN
Self-Sensing Health of Carbon Composite Pultrusion Strength Members
ROBERT S. SELLERS and ELIAS PATTEN
Sensitivity Improvement of MWCNTs/Epoxy Composite Strain Sensor
MUN-YOUNG HWANG, MYEONGCHEOL KANG and LAE-HYONG KANG
Strain Sensor Made by Thick-film Resistors on Substrates of Glass Ceramic
XINCHUN GUAN, MING WEN, HUI LI and JINPING OU
Structural Health Monitoring of Elastomeric Composites using Mechanoluminescence
VISHNU BABA SUNDARESAN and SRIVATSAVA KRISHNAN
Structural Health Monitoring of Multifunctional Fibre Metal Laminates under Mode I Loading
BJÖRN BOSBACH, CHRISTOPH OHLE and BODO FIEDLER
Structural Hybrid Layer for Critical Strain Detection in Composite Parts: A Multifunctional Approach
FRANCESCO RIZZO, ONORIO IERVOLINO, FULVIO PINTO and MICHELE MEO
UAV Structure Integrated Energy Storage and Management System
PIOTR GÓRNY and TADEUSZ UHL
Numerical Model for Characterization of Multifunctional Energy Storage Composite Cells, Modules, and Systems
YINAN WANG, ANTHONY BOMBIK, PURIM LADPLI, FOTIS KOPSAFTOPOULOS and FU-KUO CHANG

SPECIAL SESSION: PROBABILISTIC SHM
A Probabilistic Approach to Improve SHM Scheme
KEERTHY M SIMON, RAKESH SHIVAMURTHY, NITIN BALAJEE RAVI, NIBIR CHAKRABORTY, DEBIPROSAD ROY MAHAPATHRA and CHRISTIAN BOLLER
Bayesian Calibration and Bias Correction for Forward Model-driven SHM
PAUL GARDNER, ROBERT J. BARTHORPE and CHARLES LORD
Big Data Analytics in Structural Diagnosis and Prognosis
GUOWEI CAI and SANKARAN MAHADEVAN
Bond Graph based Bayesian Network (BGBN) for Damage Diagnosis
SHERVIN KHAZAELI and LAURA MANOLACHE
Damage Classification based on Machine Learning Applications for an Un-manned Aerial Vehicle
M. ANAYA, H. CERON, J. VITOLA, D.A. TIBADUIZA and F. POZO
Damage Localization Methodology using Pattern Recognition and Machine Learning Approaches
JAIME VITOLA OYAGA, FRANCESC POZO MONTERO, DIEGO ALEXANDER TIBADUIZA BURGOS and MARIBEL ANAYA VEJAR
Data Fusion of Multiple Sensing Techniques
GUOWEI CAI and SANKARAN MAHADEVAN
Delamination Detection in Laminated Composite with Uncertainty Due to Material Degradation in Damaged Region
RAJENDRA KUMAR MUNIAN, D. ROY MAHAPATRA and S. GOPALAKRISHNAN
Expected Utility Theory For Monitoring-Based Decision Support System
DANIEL TONELLI, ANDREA VERZOBIO, CARLO CAPPELLO, DENISE BOLOGNANI, DANIELE ZONTA, ORESTE SALVATORE BURSI and CARLO COSTA
Kernel Dependence Analysis for Structural Health Monitoring with High-dimensional, Small Size Datasets
REZA MOHAMMADI-GHAZI and ORAL BÜYÜKÖZTÜRK
Multi-Task Sparse Bayesian Learning for Model Updating In Structural Health Monitoring
YONG HUANG, JAMES L. BECK AND HUI LI
Non-linear Damage Classification based on Machine Learning and Damage Indices
DIEGO TIBADUIZA, MIGUEL ANGEL TORRES, JAIME VITOLA, MARIBEL ANAYA and FRANCESCO POZO
On the Choice of Optimization Scheme for Gaussian Process Hyperparameters in SHM Problems
TIMOTHY JAMES ROGERS, GREAME MANSON, KEITH WORDEN and ELIZABETH J. CROSS
Vibration-based Damage Localization and Estimation Via the Stochastic Functional Model Based Method (FMBM)—An Overview
SPILIOS FASSOIS, CHRISTOS SAKARIS and JOHN SAKELLARIOU
Resilience to Extreme Events: A Bayesian Nonparametric Approach
MILAD MEMARZADEH and MATTEO POZZI
Verification of Fatigue Path Probability Integration (FPPI) for Fatigue Risk Management with Multiple Maintenance Options
TZIKANG CHEN and MICHAEL SHIAO

SPECIAL SESSION: RECENT ADVANCES IN ULTRASONICS AND ACOUSTIC EMISSION TECHNIQUES FOR SHM/NDE
A Deep Learning Approach for Single-sensor Acoustic Emission Source Localization in Plate-like Structures
ARVIN EBRAHIMKHANLOU and SALVATORE SALAMONE
A Mechanics-informed Method for Real-time Acoustic Emission Source Classification During Fatigue Loading of Composite Structures
DIMITRIOS ZAROUCHAS
A Structural Health Monitoring Technique for the Reconstruction of Impact Forces in Aerospace Components
MARIO EMANUELE DE SIMONE, FRANCESCO CIAMPA and MICHELE MEO
A Robust-to-parameterization Clustering Fusion Approach for Monitoring Damage Onsets and Growth using Acoustic Emission
EMMANUEL RAMASSO, VINCENT PLACET, XAVIER GABRION and M. LAMINE BOUBAKAR
CFRP-Concrete Debonding Detection and Monitoring using Low Cost Piezoceramic Sensors
SHUKUI LIU, JINYING ZHU and HONGWEN JING
Characterization of Distributed Cracks in Concrete using Randomly Scattered Wavefield Extraction
HOMIN SONG and JOHN S. POPOVICS
Clustering-based Crack Growth Characterization using Synchronized Vibration and Acoustic Emission Measurements
RAMON FUENTES, NATHAN RAY, TIM ROGERS, KEITH WORDEN and ELIZABETH J. CROSS
Compressive Sensing for Direct Time of Flight Estimation in Ultrasound-based NDT
RAMON FUENTES, KEITH WORDEN, IFIGENEIA ANTONIADOU, CARMELO MINEO, GARTH PIERCE and ELIZABETH J. CROSS
Damage Classification in Aeronautic Structures using Guided Waves
MARIA MOIX-BONET, BENJAMIN ECKSTEIN, MARTIN BACH, PETER WIERACH and MARTIN WIEDEMANN
Degradation Entropy: An Acoustic Emission Based Approach to Structural Health Assessment
ALI KAHIRDEH, HUISUNG YUN and MOHAMMAD MODARRES
Delta-T Acoustic Source Localization for Plate with Holes
WEE HOE NG, KUN YANG CHIAM and CHAN GHEE KOH
Enhancing the Robustness of Nonlinear Ultrasonic Testing by Implementing 1D Phononic Crystals
AMIR MOSTAVI, MINOO KABIR and DIDEM OZEVIN
Full-field Ultrasonic Data Analysis Based on Statistical Covariance Method
SEE YENN CHONG and MICHAEL D. TODD
Identifying the Effect of CFRP Application Type on Behavior of CFRP-Strengthened Beams by Acoustic Emission
NINEL ALVER, SENA TAYFUR and HASAN MURAT TANARSLAN
Impact Induced Delamination Detection by Application of Full Wavefield Analysis
WIESLAW OSTACHOWICZ, MACIEJ RADZIENSKI and PAWEL KUDELA
In-situ NDE of Composite Repair Patch and Thick Panel with Substructures using Mobile Pulse-Echo Ultrasonic Propagation Imager
SEUNG-CHAN HONG, JUNG-RYUL LEE and JEONG-BEOM IHN
Nonlinear Ultrasonic Reciprocal Method for Damage Localization
SALVATORE BOCCARDI, DANIELE BENITO CALLA’, FRANCESCO CIAMPA and MICHELE MEO
Model-driven, Wavefield Baseline Subtraction for Damage Visualization using Dictionary Learning
K. SUPREET ALGURI, CHEN CIANG CHIA and JOEL B. HARLEY
Pushing the Limits of Ultrasonic Imaging of Solids by Wave Mode Beamforming and GPU Processing
SIMONE STERNINI, ALBERT LIANG,
FRANCESCO LANZA DI SCALEA and ROBERT WILSON
Recent Progress on a Multi-Modal SHM System for Waveguides
AMIR NASROLLAHI, WEN DENG and PIERVINCENZO RIZZO
Structural Displacement, Velocity and Acceleration Measurement System based on Accelerometer and GPS-RTK for Large-scale Civil Structures
KIYOUNG KIM, JAEMOOK CHOI, GUNHEE KOO, JUNYEON CHUNG and HOON SOHN
The Influence of Periodic Arrangement of Structural Geometry to Ultrasonic Waves
MINOO KABIR, ONUR CAN and DIDEM OZEVIN
Two-year Acoustic Emission Monitoring of Natural Corrosion in Prestressed Concrete Exposed to Saltwater
WILLIAM VÉLEZ, MOHAMED ELBATANOUNY, FABIO MATTA and PAUL ZIEHL
Ultrasonic Guided Wave Inspection and Characterization of Integrated Circuit Packages with Delamination
JAVAID IKRAM, GUOYI LI, RAJESH K. NEERUKATTI and ADITI CHATTOPADHYAY
Wavelet-Based Wavenumber Filtering for Damage Detection and Thickness Estimation with Laser-Scanning
DUHWAN KIM, TO KANG, SOONWOO HAN, MICHAEL D. TODD and GYUHAE PARK
SPECIAL SESSION: SEISMIC STRUCTURAL HEALTH MONITORING FOR CIVIL STRUCTURES
Acceleration Response Data Processing for Structural Health Monitoring of a High-Rise Building
HUGO C. GOMEZ, DAN BECH and BILL TREMAYNE
Damage Assessment on Framed Structures Through Regression Models Retrieved by Nonlinear Numerical Analyses
CHIARA IACOVINO, GIANLUCA AULETTA, ROCCO DITOMMASO and FELICE CARLO PONZO
Characterizing Dynamics of Pile-Supported Structures using System and Subsystem Identification Methods
HODA SOLTANI, KANTHASAMY K. MURALEETHARAN and JOSEPH P. HAVLICEK
Dynamic Inference and Assessment of Structural Damage States Based on Naïve Bayesian Classifier
PENG SUN, ZIYAN WU, SHAOZHE WANG, HAIFENG YANG and XIAOXIAO LIU
Identification of Energy Loss Due to Soil Structure Interaction from the Recorded Vibrations of Buildings
ERDAL SAFAK and ESER CAKTI
Monitoring Hand-Washing Practices using Structural Vibrations
JONATHON FAGERT, MOSTAFA MIRSHEKARI, SHIJIA PAN, PEI ZHANG and HAE YOUNG NOH
Performance of a Passively-controlled Steel Building Before and After the 2011 Great East Japan Earthquake
YUNJIA TONG, LIYU XIE, SONGTAO XUE and HESHENG TANG
Seismic Induced Damage Detection through Parallel Estimation of Force and Parameter using Improved Interacting Particle-Kalman Filter
SUBHAMOY SEN, ANTOINE CRINIÈRE, LAURENT MEVEL, FREDERIC CÉROU and JEAN DUMOULIN
Damage Localization of a Real Structure using the Statistical Subspace Damage Localization Method
SAEID ALLAHDADIAN, MICHAEL DÖHLER, CARLOS VENTURA and LAURENT MEVEL
Structural Damage Assessment Through Both Centralized and Sensor-level Vibration-based Data Analysis
CHIN-HSING LOH, JUN-DA CHEN, JIA-HWA LIN and WEN HSIEH
Structural Health Monitoring of Existing Bridges in Earthquake Prone Areas: Laboratory Validation
CARLO RAINIERI, DANILO GARGARO, GIOVANNI FABBROCINO, LUIGI DI SARNO, GIUSEPPE MADDALONI, ANDREA PROTA and GAETANO MANFREDI
SPECIAL SESSION: SHM APPLICATIONS TO MEDICAL DEVICES AND BIOLOGICAL SYSTEMS
Electromechanical Impedance Method to Assess the Stability of Dental Implants
PIERVINCENZO RIZZO, EMMA LA MALFA RIBOLLA
Guided Wave Analysis of Osseointegration at Bone-prosthesis Interfaces
WENTAO WANG and JEROME P. LYNCH
Numerical Simulation of Vibrational Methods for the Healing Assessment of an Internally Fixated Femur
WING KONG CHIU, WERN HANN ONG, MATTHIAS RUSS, TIN TRAN and MARK FITZGERALD
Noncontact and Noninvasive Strain Monitoring of Osseointegrated Prostheses
SUMIT GUPTA and KENNETH J. LOH
“Smart” Applications for Monitoring Percutaneous, Osseointegrated Implants
JOEY REED, DREW BARNETT and MICHAEL TODD

SPECIAL SESSION: SHM TECHNOLOGY IN WIND TURBINES
Detecting Damage in Grouted-joints of Wind Turbine Support Structures—Application to a Large-scale Experiment
MORITZ W. HÄCKELL, HERBERT FRIEDMANN and MICHAEL FEULNER
Extraction of Environmental and Operational Conditions of Wind Turbines using Tower Response Data for Structural Health Monitoring
OMID BAHRAMI, STAVROULA TSIAPOKI, MICHAEL B. KANE, JEROME P. LYNCH and RAIMUND ROLFES
Fatigue Usage Monitoring in Wind Turbines using Sparse Vibration Measurements
BENJAMIN LEBLANC and ERIC M. HERNANDEZ
Field Demonstration of Radar-based SHM of Wind Turbine Blades at a 2 MW Wind Turbine: Installation, Data Acquisition and Signal Analysis
JOCHEN MOLL, MORITZ MÄLZER, JONAS SIMON, VIKTOR KROZER, MICHAEL FEULNER, MARKUS SCHOLZ, HERBERT FRIEDMANN, ANDREAS NUBER, RAHMI SALMAN, DIMITRY POZDNIAKOV and MANFRED DÜRR
Fleet Monitoring and Site Specific Environmental and Operational Conditions in Wind Energy
HERBERT FRIEDMANN, PETER KRAEMER, ANDREAS NUBER and MARKUS SCHOLTZ
Improvement of the Damage Detection Performance of a SHM Framework by using AdaBoost: Validation on an Operating Wind Turbine
STAVROULA TSIAPOKI, JEROME P. LYNCH, MICHAEL KANE and RAIMUND ROLFES
Monitoring of Wind Turbine Structures using Stationary Sensors and Short-term Optical Techniques
MAX BOTZ, MANUEL RAITH, ALTUG EMIROGLU and CHRISTIAN U. GROSSE
On the Structural Health Monitoring of Operational Wind Turbine Blades
KARTIK CHANDRASEKHAR, NEVENA STEVANOVIC, MATTEO CORBETTA, NIKOLAOS DERVILIS and KEITH WORDEN
SHM of a Small Wind Turbine Unit by Assessment of Vibration Behavior
NICOLAE CONSTANTIN and STEFAN SOROHAN
The Mistralwind Project—Towards a Remaining Useful Lifetime Analysis and Holistic Asset Management Approach for More Sustainability of Wind Turbine Structures
CHRISTIAN T. GEISS, SIMON KINSCHERF, MATTHIAS DECKER, STEPHAN ROMAHN, MAX BOTZ, MANUEL RAITH, BERNHARD WONDRA, CHRISTIAN U. GROSSE, KAI OSTERMINSKI, ALTUG EMIROGLU, KAI-UWE BLETZINGER, DRAGAN OBRADOVIC and UTZ WEVER
Wind Turbine Blade Damage Detection Via 3-Dimensional Phase-Based Motion Estimation
ARAL SARRAFI and ZHU MAO

SPECIAL SESSION: SHM WITHIN HARSH EXTREME ENVIRONMENTS
A Multifunctional Piezo and Temperature Sensor for Process and Structural Health Monitoring of CFRP Structures Made by Resin Transfer Molding
MICHAEL SCHEERER, ZOLTAN SIMON, MICHAEL MARISCHLER and BERNHARD RITTENSCHOBER
A Steerable-Needle Inspired Mechanism for Inspecting Extremely Confined Spaces
DAVID MASCARENAS, FERNANDO MOREU, PRECIOUS CANTU, DANIEL SHIELDS, JACK WADDEN, MOHAMED EL HADEDY and CHARLES FARRAR
Challenges and Solutions in SHM for Nuclear Power Environments
GERGES DIB, MATTHEW PROWANT, MORRIS GOOD and PRADEEP RAMUHALLI
Design of a Structural Health Monitoring (SHM) System for the Third Bridge Over the Panama Canal at the Atlantic Side
GLORIBEL ARLIN and CESPEDES MELENDEZ
Experimental and Simulation Studies of Underground Wireless Sensor Networks
TZU-HSUAN LIN, YAN WU, KENICHI SOGA, LINQING LUO, MICHAEL RIEMER, HONGWEI HUANG and XINNAN GAO
Gasifier Health Monitoring using Smart Refractory Bricks
QIAO HUANG, DEBANGSU BHATTACHARYYA, RAJALEKSHMI PILLAI, KATARZYNA SABOLSKY and EDWARD M. SABOLSKY
Influence of Gamma Radiation on Piezoelectric Active Elements of Space Systems
MARY L. ANDERSON, ANDREI N. ZAGRAI, JOSHUA D. DANIEL, DAVID J. WESTPFAHL and DALE HENNEKE
Robust Variable Input Observer for Structural Health Monitoring of Systems Experiencing Harsh Extreme Environments
JONATHAN HONG, LIANG CAO, SIMON LAFLAMME and JACOB DODSON
SHM in CMS Underground Detector at CERN using FBG Sensors
SALVATORE BUONTEMPO, GIOVANNI BREGLIO, MARCO CONSALES, ANDREA CUSANO, FRANCESCO FIENGA, ANDREA GADDI, CHRISTOPH SHAEFER, NOEMI BENI and ZOLTAN SZILLASI
Simultaneous Strain and Temperature Sensing using a Microstrip Patch Antenna
FRANCK MBANYA TCHAFA and HAIYING HUANG
Temperature Resistant Fiber Bragg Gratings for Online Monitoring of Future Sodium Cooled Fast Reactors: Paving the Way to SHM Implantation into the Nuclear Industry
GUILLAUME LAFFONT, ROMAIN COTILLARD, RUDY DESMARCHELIER, STÉPHANE ROUGEAULT and NICOLAS ROUSSEL

SPECIAL SESSION: SIGNAL PROCESSING FOR HEALTH MONITORING OF STRUCTURAL AND BIOLOGICAL SYSTEMS
Anomaly Imaging using Decomposed Lamb Wave Modes
AHMAD B. ZOUBI and V. JOHN MATHEWS
Automated Acoustic Scanning of Concrete Bridge Decks
HONGBIN SUN, SUNYUN HAM and JINYING ZHU
Characterizing the Effect of Applied Stress in Concrete by Magnitude-Squared Coherence of Ultrasonic Full-Waveforms
ALI HAFIZ and THOMAS SCHUMACHER
Clutter Effect on the Noncontact Seismocardiogram Signals Measured using Microwave Radars
MD. MOBASHIR HASAN SHANDHI, ZONGYANG XIA, OMER T. INAN and YING ZHANG
Data Fusion Application in Predicting Human Comfort
MOSTAFA RAFAIE, FADI ALSALEEM and ANDREW HOLTHAUS
Experimental Validation of an Improved Dynamic Displacement Estimation Method using Accelerometer and Gyroscope
YIZHENG LIAO, ANNE KIREMIDJIAN, RAM RAJAGOPAL and CHIN-HSIUNG LOH
Intelligent Aperture Identification Combining Compressed Data Acquisition with Sparse Filtering-based Deep Learning Towards Natural Gas Pipeline Leak
JIEDI SUN, YANLEI QIAO and JIANGTAO WEN
Interference and Removal of Respiration Harmonics on Noncontact Seismo-cardiogram Signals
ZONGYANG XIA, MD. MOBASHIR HASAN SHANDHI, OMER T. INAN and YING ZHANG
Investigation on Mapping Relationship Between Deflection and Cable Tension by Artificial Neural Networks
YADI TIAN and HUI LI
Magnetic Flux Leakage Detection Defect of Oil Storage Tank Applying Variational Mode Decomposition
WEI LIU, FANGLIN LV and MENGDA LI
Passive Defect Detection and Imaging in Structures by Cross-correlations of Infrared Thermography Measurements
MARGHERITA CAPRIOTTI, SIMONE STERNINI and FRANCESCO LANZA DI SCALEA
Recursive Multi-step Prediction of Bioimplants Thermal Effect
RUIZHI CHAI and YING ZHANG
Research on Weak Signal Feature Extraction Method Based on Double Coupled Duffing Oscillator Stochastic Resonance
DONGYING HAN, YANLONG SUN and PEIMING SHI
Study on Feature Extraction Method of Fault Signal Based on Reinforcement Cascaded Multi-stable Stochastic Resonance System
PEIMING SHI, SHUJUN AN and DONGYING HAN

SPECIAL SESSION: STRUCTURAL HEALTH MONITORING OF HIGH-SPEED AND INTERCITY RAILWAYS
A Correlation Study of Vibration and Noise Signals by Analyzing Its Responses for Monitoring of High-Speed Trains
SIU-KAI LAI, YI-QING NI and LIN-HAO ZHANG
A Probabilistic Approach for Fault Detection of Railway Suspensions
HENNING JUNG, TOBIAS MÜNKER, GERITT KAMPMANN, OLIVER NELLES and CLAUS-PETER FRITZEN
A Time Series Decomposition Method for Heteroskedastic Data In Structural Health Monitoring
HAICHEN SHI, KEITH WORDEN and ELIZABETH J. CROSS
Damage Assessment of High-speed EMU Train Bolsters Via PZT Sensor Network-based SHM Technology
LONG MA, MING DU, ZONGZHENG WANG, HOWARD CHUNG, FRANKLIN LI and CAS CHEUNG
Damage Detection of Train-Track System with Extreme Function Theory
HESHENG TANG, ZHIYUN HUANG and CHUNFENG WAN
Design and Application of Bridge Deck Alignment Monitoring and Early-Warning System for Beipan River Bridge of Shanghai-Kunming Passenger Dedicated Railway Line
GUOJING YANG, LIE CHEN, XUN WANG and JUN DONG
Detection of Performance Deterioration of High-speed Train Wheels Based on Bayesian Dynamic Model
Y. W. WANG, Y. Q. NI and X. WANG
Fiber Bragg Grating Sensing System for Detection of Laser-Induced Ultrasonics in Application to Railway
YANG ZHAO, YINIAN ZHU, JUNFANG WANG, SONGYE ZHU and JIAN MA
High-speed Non-contact Passive-only Ultrasonic Inspection of Rails from Deconvolutions of Wheel-generated Noise
XUAN ZHU, SIMONE STERNINI, MARGHERITA CAPRIOTTI, ALBERT LIANG, STEFANO MARIANI, FRANCESCO LANZA DI SCALEA and ROBERT WILSON
Key Technologies and Experimental System of High-speed Train Tracking Monitoring
JIANHUI LIN, CAI YI and LU LIU
Monitoring and Analysis of Acoustic Characteristics of Interior Noise of a High-speed Train Running in Low Temperature Environment
QIANG SUN, JINTIAN WANG, KUN QIAN and XUDONG JIANG
Monitoring and Analysis of Train-Track- Bridge Interaction Behavior: A Case Study of Train Puyouma Passing Through Tai’an Viaduct in Taiwan
HAO-LIN, WANG CHI-SHIAN, CHEN HSIN-CHU, TSAI HELSIN WANG, REN-ZUO WANG and CHUNG-YUE WANG
Online Monitoring of Rail Damage Based on Wigner-Ville High Order Spectrum
WEIHAI LIANG, JIELING XIAO, DAYONG QIN and HUO HE
Operational Early Warning Analysis of High- Speed Railway Bridge Structure Based on Sliding Window Technique and Data Driven Stochastic Subspace Identification Algorithm
JUN DONG, YONGPING ZENG, LIE CHEN and GUOJING YANG
Predictive Maintenance of Ground Power Supply System for Tramways–Anomaly Detection and Localization
OUADIE HMAD and TRAN MINH HAO LA
Signal Processing and Analysis Techniques Used in Monitoring the Integrity of Rail Vehicle Components
MING DU, PENG LIN and LONG MA
Rail Contact Stress Real-time Monitoring using Ultrasound Reflectometry
LU ZHOU, HENRY P. BRUNSKILL and ROGER LEWIS
Research and Application of Random Vibration Fatigue Assessment System for Welded Structures in Railway Vehicle
JI FANG, WENZHONG ZHAO, SUMING XIE, JIAN WANG, YANA LI and XIAOFENG LI
Structural Health Monitoring of High-speed Railways using Ultrasonic Guided Waves
YANFENG SHEN, JUNFANG WANG and YI-QING NI
Study on Vibration Characteristics Analysis and Characterization of Multiple Failure Modes of High-speed Train Axle Bearing
CAI YI, JIANHUI LIN, LU LIU and KWOK-LEUNG TSUI
Damage Diagnostic Techniques and Experimental Research of High-speed EMU Aluminum Carbody Bolster Based on Lamb Waves
ZENGYE JU, ZONGZHENG WANG and LONG MA
Field Test and Dynamic Characteristics Analysis of High-Speed Maglev Guideway Girder
JINGYU HUANG, XI DENG, HUIBAI LI, LONG ZHANG, ZHEWEI WU and DONGZHOU WANG

SPECIAL SESSION: TOMOGRAPHIC METHODS FOR SPATIAL SENSING
First Field Results of Guided Wave Tomography for Continuous Monitoring of Corrosion and Erosion Damage in Pipelines
FRANCESCO SIMONETTI, GEIR INSTANES and AUDUN PEDERSEN
Inverse Calculation of Displacements in CNF/PU from EIT-Imaged Conductivity Changes
TYLER N. TALLMAN
Noncontact Epoxy Curing Monitoring and Subsurface Damage Detection
SUMIT GUPTA, GAOCHEN FAN and KENNETH J. LOH
Preliminary Findings on the Size Dependence of Sensing Skin Damage Detection Resolution
REZA RASHETNIA, AKU SEPPÄNEN and MOHAMMAD POUR-GHAZ
Observing the Fracture Behavior of a Center Crack Via Electrical Impedance Tomography using Inkjet-printed Carbon Nanotube Thin Films
YINGJUN ZHAO, SANDRA GSCHOSSMANN and MARTIN SCHAGERL

SPECIAL SESSION: VERIFICATION, CERTIFICATION AND IMPLEMENTATION OF SHM TECHNOLOGIES FOR AIRCRAFT APPLICATIONS
A Fully Integrated Health Monitoring Smart Sensor
GEORGE DRAMITINOS, DIMOSTHENIS FRAGKOPOULOS, CONSTANTIN PAPADAS, PANAGIOTIS VAGIANNIS, KOSTAS MAKRIS, DIDIER BRAMBAN and JULIEN FEAU
Challenges in Meeting the Framework for SHM System Certification and Compliance
ROY IKEGAMI, AMRITA KUMAR, HOWARD CHUNG, VISHNUVARDHAN JANAPATI, TARU SINGHAL, IRENE LI and FU KUO CHANG
Convergence of Multiple Statistical Methods for Calculating the Probability of Detection from SHM Sensor Networks
DENNIS ROACH, TOM RICE and PAUL SWINDELL
Defect Detection using Electro-Mechanical Impedance Sensing and Optical Fiber Bragg Gratings—A Comparison
CRAIG LOPATIN
Long Term Sensor Malfunction Detection and Data Regeneration using Autoregressive Time Series Models
JACK REILLY and BRANKO GLISIC
Measuring Data Driven Fleet Management Benefits through Post Implementation Assessment
MATT CARTER
Reference Damages for Verification of Probability of Detection with Guided Waves
MARTIN BACH, AURORE POUILLY, BENJAMIN ECKSTEIN and MARIA MOIX BONET
Reliability Analysis of an Ultrasonic Guided Wave Based Structural Health Monitoring System for a Carbon Fibre Reinforced Thermoplastic Torsion-box
PEDRO OCHÔA, ROGER M. GROVES and RINZE BENEDICTUS
Sensitivity Analysis and Uncertainty Evaluation in the Design of Structural Health Monitoring Systems
CHRISTINE M. SCHUBERT KABBAN, BIN LIN, YEASIN BHUIYAN, CHERYL P. EDELMANN and VICTOR GIURGIUTIU
Simulation, Realization and Validation of Guided Wave SHM System Solutions for Aircraft Metallic Structural Repairs
ANDRIA TALTAVULL, LEI QIU, RAMANAN SRIDARAN VENKAT, CHRISTIAN DÜRAGER, CHRISTIAN BOLLER, YUANQIANG REN and SHENFANG YUAN
Stochastic Deviation Method of Calculating Nodal Positions of Existing Spatial Structures
JUN LIU and YONGFENG LUO
Damage Quantification of Active Sensing Acousto-ultrasound-based SHM Based on a Multi-path Unit-cell Approach
SUSHEEL KUMAR YADAV, HOWARD CHUNG, FOTIS KOPSAFTOPOULOS and FU-KUO CHANG

SPECIAL SESSION: VISION-BASED STUDIES FOR STRUCTURAL HEALTH MONITORING
Accurate Structural Dynamic Response Monitoring of Multiple Structures using One CCD Camera and a Novel Targets Configuration
YASHA ZEINALI, YAMIN LI, DINESH RAJAN and BRETT STORY
Assessment of Pressed Panel Products using Camera Image Processing
HOYEON MOON, HWEEKWON JUNG, YESEUL KONG and GYUHAE PARK
Augmented Reality Tools for Enhanced Structural Inspection
FERNANDO MOREU, BRIAN BLECK, SHREYA VEMUGANTI, DAVID ROGERS and DAVID MASCARENAS
Automated Region-of-interest Localization and Classification for Visual Assessment
CHUL MIN YEUMS, JONGSEONG CHOI and SHIRLEY J. DYKE
Camera-based Triggering of Bridge Structural Health Monitoring Systems using a Cyber-physical System Framework
RUI HOU, SEONGWOON JEONG, YING WANG, KINCHO H. LAW and JEROME P. LYNCH
Combined Laser Scanning and Image Based Monitoring of Large Infrastructure Objects
WERNER LIENHART and SLAVEN KALENJUK
Computer Vision Based Inspection Approach to Predict Damage State and Load Level for RC Members
ROUZBEH DAVOUDI, GREGORY R. MILLER and J. NATHAN KUTZ
Computer Vision System for Real-Time Monitoring of Civil Infrastructures
YANG YANG and XIONG YU
Corrosion Detection using Deep Convolutional Neural Networks
DEEGAN J. ATHA and MOHAMMAD R. JAHANSHAHI
Evaluation of using Structure from Motion Optical Techniques for Structural Health Monitoring of Railroad Track
ALESSANDRO SABATO and CHRISTOPHER NIEZRECKI
Full-field Imaging and Modeling of Structural Dynamics with Digital Video Cameras
YONGCHAO YANG, CHARLES DORN, CHARLES FARRAR and DAVID MASCARENAS
Identification of Key Geometrical Features for Automatic Structural Damage Detection from Point Clouds
MOHAMMAD EBRAHIM MOHAMMADI and RICHARD L. WOOD
Integrating 3D Computer Vision and Robotic Infrastructure Inspection
ALI KHALOO and DAVID LATTANZI
Level-of-detail Assessment of Structural Surface Damage using Spatially Sequential Stereo Images and Deep Learning Methods
ZHIQIANG CHEN and SHIMIN TANG
Long-term Structural Displacement Monitoring using Image Sequences and Spatio-Temporal Context Learning
CHUAN-ZHI DONG, OZAN CELIK and F. NECATI CATBAS
Structural Health Monitoring from the Window Seat of a Passenger Airplane
ABE DAVIS, JUSTIN G. CHEN, ORAL BUYUKOZTURK, FREDO DURAND and DOUG L. JAMES
Real-Time Damage Detection of Engine Blade using Computer Vision and Machine Learning
YONG-HO KIM and JUNG-RYUL LEE
Smaller than the Eye Can See: Selected Applications of Video-based Measurement
JUSTIN G. CHEN, MURAT UZUN, THEE NGAMSANGRAT and ORAL BÜYÜKÖZTÜRK
The Research and Application of Structural Health Monitoring Technology on the Coke Tower
DING KEQIN, TANG FANGXIONG, ZHAO NA and ZHANG LIJING
Vision Based Displacement Sensor with Heat Haze Filtering Capability
LONGXI LUO and MARIA Q. FENG
Experimental Verification of Vision-based Cable Force Evaluation using a Smartphone
KWANG RI, NIANNIAN WANG and XUEFENG ZHAO
Vision-based Crack Detection on Metallic Surfaces using Deep Convolutional Neural Network with Patch Clustering
FU-CHEN CHEN and MOHAMMAD R. JAHANSHAHI
DDDAS-based Joint Nonlinear Manifold Learning for Target Localization
ERIK BLASCH, DAN SHEN, RUIXIN NIU, JINGYANG LU, ZHONGHAI WANG, GENSHE CHEN, PETER ZULCH and MARCELLO DISTASIO

Author Index for Volumes 1 and 2

Latest volumes in key SHM book series

978-1-60595-330-4, September 2017, 3,338 pages, two volumes, 6×9, hardcover

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• Value-adding strategies for managing SHM information and interacting with big data
• Verification and certification of SHM for aircraft
• Vision-based and machine-learning approaches to expand and improve SHM
• Special sections on SHM in medical devices and biological systems, smart materials and sensors,
condition-based maintenance, dynamic data driven application systems (DDDAS), and more

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