Welcome Session
Chair:					Location:
F.-K. Chang  & Co-chair: A. Guemes					Hewlett 200
TIME	WEDNESDAY, SEPTEMBER 11
08:20 ~ 08:30	Opening Remarks
	A. Guemes
Keynote Presentations
Chair:					Location:
Matthias Buderath					Hewlett 200
TIME	WEDNESDAY, SEPTEMBER 11
08:30 ~ 09:00	Quantitative Dynamic and Distributed Fiber-Optic Sensing Has Come of Age
	Moshe Tur¹ [¹School of Electrical Engineering, Tel-Aviv University]
09:00~ 09:30	Re-Inventing Disruptive Innovation
	Michael Steep¹ [¹Executive Director, Center on Disruptive Technologies and Digital Cities, Stanford University  ]
09:30 ~ 10:00	Bio-inspired Design of Multifunctional Structures with Sensory, Actuation & Self-learning Capabilities: Air Force Perspective
	Les Lee¹ [¹Program Manager Mechanics of Multifunctional Materials and Microsystems, Air Force Office of Scientific Research (AFOSR)]
Aerospace Structures I
Chair:					Location:
J.B. Ihn & Mulugeta Haile					Hewlett 201
TIME	WEDNESDAY, SEPTEMBER 11				SUMBISSION ID
10:20 ~ 10:40	Feasibility Analysis of Various Sensing Methods for Nondestructive Testing of Composites				465
	Lifu Wang¹, Leonardo Araque¹, Steffen Tai¹, Ajit Mal¹, Christoph Schaal² [¹UCLA, ²California State University, Northridge]
10:40 ~ 11:00	Detection of Cracks in Turbine Blades with Nonlinear Ultrasonic Frequency Modulation				420
	Frank Mevissen¹, Michele Meo¹ [¹University of Bath]
11:00 ~ 11:20	Defect Sizing using Convolution Neural Network Applied to Guided Wave Imaging				447
	Andrii Kulakovskyi¹, Olivier Mesnil², Bastien Chapuis², Oscar d’Almeida¹, Alain Lhémery² [¹SAFRAN, ²CEA LIST]
11:20 ~ 11:40	Strain-based Structural Health Monitoring: Computing Regions for Critical Crack Detection				206
	Simon Pfingstl¹, Markus Zimmermann¹ [¹Technical University of Munich]
11:40 ~ 12:00	Real-Time Impact Identification by using Acceleration Measurements -- Application to a Large Aircraft Composite Panel				262
	Dimitri Goutaudier¹, Didier Gendre² [¹Onera, ²Airbus]
SPECIAL SESSION Civil Structures II
Chair:					Location:
Hoon Sohn					380-380C
TIME	WEDNESDAY, SEPTEMBER 11				SUMBISSION ID
10:20 ~ 10:40	Low-Cost Electromechanical Impedance Testing Damage Detection of Submerged Civil Structures				293
	Shuo Wang¹, Addie Lederman², Fernando Gomez¹, Billie F. Spencer Jr.¹, Matthew Smith³ [¹University of Illinois at Urbana-Champaign, ²KPFF Consulting Engineers, ³US Army Corps of Engineers]
10:40 ~ 11:00	On the Utilization of Synthetic and Measured Earthquake Ground Motions for Designing Building Monitoring Systems in the Near-Field of Major Faults				109
	Floriana Petrone¹, David McCallen², Mehmet Celebi³, Mamun Miah¹ [¹Lawrence Berkeley National Laboratory, ²University of Nevada, Reno, ³United States Geological Survey]
11:00 ~ 11:20	Monitoring of Membrane Structures using Unmanned Aerial Vehicle Assisted Photogrammetry				238
	Leslie Wong¹, Frank Courtney², Benjamin Steven Vien , Thomas Kuen, Peter Douglas, Yue Ma, Jayantha Kodikara, Wing Kong Chiu [¹Monash University, ²Melbourne Water]
11:20 ~ 11:40	Knowledge Transfer between Buildings for Post-Earthquake Damage Diagnosis without Target Building’s Historical Data				475
	Susu Xu¹, Hae Young Noh¹ [¹Carnegie Mellon University]
11:40 ~ 12:00	Failure Monitoring of Bolted Joints by using Eddy Current Array Sensing Film				268
	Hu Sun¹, Tao Wang¹, Qijian Liu¹, Yishou Wang¹, Xinlin Qing¹ [¹Xiamen University]
Diagnostics II
Chair:					Location:
Moshe Tur & Tadeusz Uhl					Hewlett 103
TIME	WEDNESDAY, SEPTEMBER 11				SUMBISSION ID
10:20 ~ 10:40	An IoT Enabled Framework to Support Structural Health Monitoring Applications				288
	Haroon Malik¹, Wael Zatar¹ [¹Marshall University]
10:40 ~ 11:00	Big Data in Experimental Structural Dynamics by Synchronous Ensembles of Collocated Acceleration Signals (CAS):The Reciprocity Principle Failure and Advanced Diagnostics for Composite Structures				494
	Ioannis Georgiou¹ [¹National Techical University of Athens]
11:00 ~ 11:20	Investigations on the Application of Actively and Passively Excited Guided Elastic Waves for the Monitoring of Fiber-Reinforced Plastics				363
	Kilian Tschoeke¹, Tobias Gaul¹, Alexander Pietzsch¹, Eberhard Schulze¹, Lars Schubert¹ [¹Fraunhofer Institute for Ceramic Technologies and Systems IKTS]
11:20 ~ 11:40	On the Use of Distance Measures in the Phase Portrait for Damage Localisation and Severity Assessment				375
	Xiwen Gu¹, Shixi Yang¹, Evangelos Papatheou² [¹Zhejiang University, ²University of Exeter]
11:40 ~ 12:00	Identification of Out-of-Round Wheels on Heavy-Haul Railway Lines by Using Ballast Pressure Data				246
	Qingjie Liu¹, Xiaoyan Lei¹, Jerry G. Rose², Qingsong Feng¹, Teng Wang³ [¹East China Jiaotong University, ²University of Kentucky, ³Texas A&M Transportation Institute]
SPECIAL SESSION Guided Waves in Structures for SHM IV
Chair:					Location:
Wieslaw Ostachowicz & Peter Kraemer					Hewlett 200
TIME	WEDNESDAY, SEPTEMBER 11				SUMBISSION ID
10:20 ~ 10:40	Model Assisted Probability of Detection for Guided Wave Imaging Structural Health Monitoring				402
	Pierre Calmon¹, Olivier Mesnil¹, Roberto Miorelli¹, Xavier Artusi¹, Bastien Chapuis¹, Oscar D'Almeida² [¹CEA LIST, ²Safran Tech]
10:40 ~ 11:00	Evaluation of Independent Component Analysis for Lamb-wave Crack Detection in Metallic Plates				42
	Christian Kexel¹, Serena Pötzsch¹, Jochen Moll¹ [¹Goethe University Frankfurt]
11:00 ~ 11:20	Ultrasonic Guided Wave Dataset for Super-Resolution Reconstruction of Images from Compressed Wavefield Acquisition				219
	Yasamin Keshmiri Esfandabadi¹, Maxime Bilodeau², Patrice Masson², Luca De Marchi¹ [¹University of Bologna, ²Université de Sherbrooke]
11:20 ~ 11:40	Effect of Fiber Bragg Gratings Receivers’ Directivity on Guided Wave Tomography of Pipe				404
	Tom Druet¹, Huu Tinh Hoang¹, Simon Nehr¹, Guillaume Laffont¹, Bastien Chapuis¹ [¹CEA List]
11:40 ~ 12:00	Three-Dimensional Acoustic Wavenumber Spectroscopy for Structural Health Monitoring				452
	Peter Fickenwirth¹, Mathew Adams¹, Eric Flynn¹ [¹Los Alamos National Laboratory]
SPECIAL SESSION Vision-based Studies for SHM III
Chair:					Location:
Mohammad Jahanshahi					380-380F
TIME	WEDNESDAY, SEPTEMBER 11				SUMBISSION ID
10:20 ~ 10:40	Spatial resolution improvement of digital and thermographic imaging using an automatic and controllable Super-Resolution technique				186
	Weixiang Du¹, Yifan Zhao¹, Sri Addepalli¹ [¹Cranfield University]
10:40 ~ 11:00	A Deep Learning Approach for Impact Diagnosis				65
	Sakib Ashraf Zargar¹, Fuh-Gwo Yuan¹ [¹North Carolina State University, Raleigh, North Carolina]
11:00 ~ 11:20	System Identification of Large-Scale Bridge Model using Digital Image Correlation from Monochrome and Color Cameras				294
	Luna Ngeljaratan¹, Mohamed A. Moustafa¹ [¹University of Nevada, Reno]
11:20 ~ 11:40	Deep Learning-Based Damage Detection of Miter Gates using Synthetic Imagery from Computer Graphics				156
	Vedhus Hoskere¹, Yasutaka Narazaki², Bille F. Spencer², Matthew D. Smith³ [¹University of Illinois at Urbana-Champaign, ²University of Illinois at Urbana Champaign, ³US Army Engineer Research and Development Center]
11:40 ~ 12:00	Computer-Vision Based UAV Inspection for Steel Bridge Connections				438
	Ji Young Lee¹, Chungwook Sim¹, Carrick Detweiler¹, Kwanghee Won² [¹University of Nebraska-Lincoln, ²South Dakota State University]
SPECIAL SESSION Structural Health Monitoring and Condition-based Maintenance of High-speed and Intercity Railways I
Chair:					Location:
Yiqing Ni & Hua-Peng Chen					380-380W
TIME	WEDNESDAY, SEPTEMBER 11				SUMBISSION ID
10:20 ~ 10:40	Ultrasonic Identification of Rail Tracks from Natural Wheel Excitations: Potential for High-Speed and High-Redundancy Rail Inspection				343
	Francesco Lanza di Scalea¹, Albert Liang¹, Simone Sternini¹, Margherita Capriotti¹, Diptojit Datta¹, Xuan Zhu², Robert Wilson³ [¹University of California, San Diego, ²University of Utah, ³Federal Railroad Administration]
10:40 ~ 11:00	3D Displacement Monitoring of Railroad Bridges Using Unmanned Aerial Vehicles (UAVs)				284
	Roya Nasimi¹, David Mascarenas², Fernando Moreu¹ [¹University of New Mexico, ²Los Alamos National Laboratory]
11:00 ~ 11:20	Using Solitary Waves to Monitor / Measure Axial Stress				29
	Amir Nasrollahi¹, Mahmoud Bayat¹, Piervincenzo Rizzo¹ [¹University of Pittsburgh]
11:20 ~ 11:40	Dynamic Characteristics of Vehicle-Track System Affected by Cement Asphalt Mortar Gap				15
	Qingsong Feng¹, Kui Sun¹, Huapeng Chen¹, Xiaoyan Lei¹ [¹East China Jiao Tong University]
11:40 ~ 12:00	Propagation Characteristics of Ultrasonic Guided Waves in High-Speed Rails				27
	Hua-Peng Chen¹, Kui Sun¹, Qingsong Feng¹ [¹East China Jiao Tong University]
Statistical Methods and Machine Learning I
Chair:					Location:
Spilios Fassois & Rafik Hadjria					380-380D
TIME	WEDNESDAY, SEPTEMBER 11				SUMBISSION ID
10:20 ~ 10:40	Data-Driven Strategy for Energy-Efficient Structural Health Monitoring with Sparse/Delayed Signals				522
	Hadi Salehi¹, Subir Biswas¹, Rigoberto Burgueño¹ [¹Michigan State University]
10:40 ~ 11:00	Learning Condition Indicators for Rolling Element Bearings via Deep Variational Autoencoding				330
	Edward Zhu¹, Mulugeta Haile¹, Adrian Hood¹, Brian Dykas¹ [¹Army Research Lab]
11:00 ~ 11:20	Deep Convolutional Neural Networks for Comprehensive Structural Health Monitoring and Damage Detection				243
	Bing Zha¹, Yongsheng Bai¹, Alper Yilmaz¹, Halil Sezen¹ [¹The Ohio State University]
11:20 ~ 11:40	Autoencoder Networks for Unsupervised Feature Extraction of Acoustic Monitoring Signals				146
	Jeffrey Bynum¹, Parastoo Kamranfar¹, David Lattanzi¹ [¹George Mason University]
11:40 ~ 12:00	Concrete Micro Crack Detection and Segmentation Using Adaptive U-Net				160
	Peng Sun¹, Ziyan Wu¹, Jiquan Ma², Pew-Thian Yap² [¹Northwestern Polytechnical University, ²the University of North Carolina at Chapel Hill]
SPECIAL SESSION Diagnostics and Prognostics of Composite Structures towards a Condition-based Maintenance Framework II
Chair:					Location:
Dimitrios Zarouchas & Theodoros Loutas					380-380Y
TIME	WEDNESDAY, SEPTEMBER 11				SUMBISSION ID
10:20 ~ 10:40	Upscaling the Data-Driven Prognostic Methodologies Towards a Condition-Based Structural Health Management of Composite Structures				312
	Theodoros Loutas¹, Dimitrios Zarouchas² [¹Department of Mechanical Engineering & Aeronautics, University of Patras, ²Aerospace Engineering Faculty, Delft University of Technology]
10:40 ~ 11:00	Dimension Reduction Algorithms in the Damage Indexes Space for Damage Size Quantification in Aeronautic Composite Structures				177
	Marc REBILLAT¹, Nazih MECHBAL¹ [¹ENSAM-CNAM-CNRS]
11:00 ~ 11:20	Automatic Scanning System for Surface / Internal Crack Detection of Fiber Reinforced Concrete Pipe				464
	Suyun Ham¹, Sanggoo Kang¹ [¹University of Texas at Arlington]
11:20 ~ 11:40	Influence of Bending Loads on Ultrasonic Guided-Waves Based Structural Health Monitoring of Laminated Composite Structures				448
	Surajit Roy¹, Skanda Rai¹, Manoj Sampangi Ram¹ [¹California State University Long Beach]
11:40 ~ 12:00	Structural Health Monitoring for Aerospace Composite Structures				210
	Rafik HADJRIA¹, Oscar D'ALMEIDA¹ [¹Safran]
SPECIAL SESSION Nonlinear Acoustic and Ultrasonic Techniques for Structural Health Monitoring I
Chair:					Location:
Tribikram Kundu & Chun Wang					Hewlett 101
TIME	WEDNESDAY, SEPTEMBER 11				SUMBISSION ID
10:20 ~ 10:40	Monitoring of Bonding Quality in CFRP Composite Laminates by Measurements of Local Vibration Nonlinearity				192
	Igor Solodov¹, Marc Kreutzbruck¹, Damian Segur² [¹University of Stuttgart, ²CEA TECH]
10:40 ~ 11:00	Feasibility of a New Nonlinear Ultrasonic Technique for Monitoring Damage in Composite Plates				18
	Hamad Alnuaimi¹, Umar Amjad¹, Pietro Russo², Valentina Lopresto³, Tribikram Kundu¹ [¹University of Arizona, ²National Research Council (CNR), ³University of Naples Federico]
11:00 ~ 11:20	Dynamics-based Testing to Localize Macro Cracking due to Alkali-Ailica Reaction in Concrete				170
	Sarah Miele¹, Pranav Karve¹, Sankaran Mahadevan¹, Vivek Agarwal² [¹Vanderbilt University, ²Idaho National Laboratory]
11:20 ~ 11:40	Implementation of Ultrasonic Coda Wave Interferometry on a real bridge				189
	Xin Wang¹, Ernst Niederleithinger¹, Marco Lange¹, Heiko Stolpe¹ [¹BAM, Federal Institute for Materials Research and Testing]
11:40 ~ 12:00	Outlier Analysis of Nonlinear Solitary Waves for Health Monitoring Applications				36
	Hoda Jalali¹, Bowen Zheng¹, Amir Nasrollahi¹, Piervincenzo Rizzo¹ [¹University of Pittsburgh]
SPECIAL SESSION Probabilistic SHM I
Chair:					Location:
Daniele Zonta & Nobuyoshi Yobuki					380-380X
TIME	WEDNESDAY, SEPTEMBER 11				SUMBISSION ID
10:20 ~ 10:40	Probabilistic Damage Quantification via the Integration of Non-parametric Time-series and Gaussian Process Regression Models				477
	Ahmad Amer¹, Fotis Kopsaftopoulos¹ [¹Rensselaer Polytechnic Institute]
10:40 ~ 11:00	Risk Adaptive Maneuver for Maintenance-Free Operation				350
	Mulugeta Haile¹ [¹U.S Army Research Laboratory]
11:00 ~ 11:20	Bayesian Information Fusion for Fatigue Crack Growth Diagnosis using Ultrasonic Guided Wave Pitch-Catch in a Piezoelectric Actuator-Sensor Network				230
	Pranav Karve¹, Sankaran Mahadevan¹ [¹Vanderbilt university]
11:20 ~ 11:40	Bayesian Damage Characterization based on Perturbation Model Utilizing Responses at Vibration Nodes				136
	Tianxiang Huang¹, Kai-Uwe Schröder¹ [¹RWTH Aachen University]
11:40 ~ 12:00	Ultrasonic Guided Wave Based System Identification for Beams				91
	Muhammad Khalid Malik¹, Sergio Cantero Chinchilla¹, Dimitrios Chronopoulos¹, Juan Chiachio², Yasser Essa³ [¹University of Nottingham, ²University of Strathclyde, ³Aernnova Engineering Division S.A.]
Prognostics and Health Management
Chair:					Location:
Herbert Friedmann & Emily O'Connor					Hewlett 102
TIME	WEDNESDAY, SEPTEMBER 11				SUMBISSION ID
10:20 ~ 10:40	Health Prognostics of Lithium-ion Batteries and Battery-Integrated Structures				537
	Purim Ladpli¹, Chen Liu¹, Fotis Kopsaftopoulos², Fu-Kuo Chang¹ [¹Stanford University, ²Rensselaer Polytechnic Institute]
10:40 ~ 11:00	A Novel Impedance-Based Method for Structural Monitoring of Automotive Lithium-Ion Battery Packs				216
	Jonas Seifert¹, Jan-Philipp Schmidt¹ [¹BMW Group]
11:00 ~ 11:20	Demonstration of Prognostics Health Monitoring (PHM) in Adhesive Lap Joints using Simulated Studies				347
	Karthik Reddy Lyathakula¹, Fuh-Gwo Yuan¹ [¹North Carolina State University]
11:20 ~ 11:40	Industrial IOT enabled SHM systems				546
	Amrita Kumar¹, Howard Chung¹, Taru Singhal¹, Susheel Yadav¹, Cody Gray¹, Grant Chang¹, Irene Li¹ [¹Acellent Technologies]
11:40 ~ 12:00	The Industry Internet of Things (IIoT) as a Methodology for Autonomous Diagnostics, Prognostics in Aerospace Structural Health Monitoring				446
	Sarah Malik¹, Krzysztof Mazur¹, Rakeen Rouf¹, Antonios Kontsos¹ [¹College of Engineering, Drexel University]
Aerospace Structures II
Chair:					Location:
Peter Cawley & Kishan Goel					Hewlett 201
TIME	WEDNESDAY, SEPTEMBER 11				SUMBISSION ID
13:30 ~ 13:50	Full Field Reconstruction in Aeronautical Structures Subjected to Aerodynamic Loads by a Matrix-Based Load Monitoring Algorithm				544
	Luca Colombo¹, Claudio Sbarufatti¹, Marco Giglio¹ [¹Politecnico di Milano]
13:50 ~ 14:10	Experience with On-board SHM System Testing on Small Commuter Aircraft				306
	Jindrich Finda¹, Vanessa Valentova¹, Radek Hedl¹ [¹Honeywell]
14:10 ~ 14:30	Multi-functional FBG interrogation for Integrated Structural Health Management				34
	Rolf Evenblij¹ [¹Technobis]
14:30 ~ 14:50	Evaluation of Disbonds by Diagnostic System Using Lamb Wave Sensor Network				545
	Yuki Tokita¹, Yoshiharu Kuze¹, Mitsuyoshi Uematsu¹, Kanata Fujii¹, Kosuke Watanabe¹ [¹Mitsubishi Heavy Industries]
14:50 ~ 15:10	Shape Sensing of Beams with Complex Cross-Sections using the Inverse Finite Element Method				100
	Rinto Roy¹, Marco Gherlone¹, Cecilia Surace¹ [¹Politecnico di Torino]
15:10 ~ 15:30	Methods for SHM System Capability Evaluation from Engineer’s Perspective				324
	Martin Knob¹, Jindřich Finda¹, Vanessa Valentová¹, Radek Hédl¹, Petr Frolík¹ [¹Honeywell]
Civil Structures III
Chair:					Location:
Erdal Safak & Elizabeth Cross					380-380C
TIME	WEDNESDAY, SEPTEMBER 11				SUMBISSION ID
13:30 ~ 13:50	Laser Ultrasonic Imaging of Built Facilities for Improved Lifecycle Management				499
	Abhijit Mukherjee¹, Jay Kumar Shah¹, Yi Kuan Wang¹ [¹Curtin University]
13:50 ~ 14:10	Monitoring Concrete Strength using Strain Energy Based Structural Health Monitoring Technique: Hypothetical Case Study of a Gravity dam				483
	Saikat Bagchi¹, Timir Baran Roy¹, Ashutosh Bagchi¹ [¹Concordia University]
14:10 ~ 14:30	Automated Generation of FE Model for Digital Twin of Concrete Structures from Segmented 3D Point Cloud				493
	Jiangpeng Shu¹, Kamyab Zandi², Tanay Topac³, Ruiqi Chen³, Chun Fan⁴ [¹University of Southern Denmark, ²Chalmlers University of Technology, ³Stanford University, ⁴Nordic Semiconductor]
14:30 ~ 14:50	Autonomous Application of Smart Cement Sensor-Repairs				22
	Jack McAlorum¹, Marcus Perry¹, Christos Vlachakis¹, Lorena Biondi¹ [¹University of Strathclyde]
14:50 ~ 15:10	Concrete Culvert Bridge Condition Monitoring Using Acceleration Responses: A Case Study				20
	Solomon Lin¹, Ye Lu¹, Mehrisadat Makki Alamdari², Khoa Nguyen³ [¹Monash University, ²University of New South Wales, ³CSIRO]
15:10 ~ 15:30	Crack Detection using Embedded Fiber-Optic Sensors in Reinforced Concrete Beams				504
	Gian Paolo Cimellaro¹, Marco Domaneschi¹, Alessandro Cardoni¹, Daniele Inaudi², Ivan Cottone², Farhad Ansari³ [¹Politecnico di Torino, ²SMARTEC, ³University of Illinois at Chicago]
Diagnostics III
Chair:					Location:
Surajit Roy & David McCallen					Hewlett 103
TIME	WEDNESDAY, SEPTEMBER 11				SUMBISSION ID
13:30 ~ 13:50	Structural Health Monitoring for Damage Localisation and Imaging using a Linear and Nonlinear Ultrasound Subharmonic and Modulation Method				412
	Gian Piero Malfense Fierro¹, Salvatore Boccardi¹, Michele Meo¹ [¹UNIVERSITY OF BATH]
13:50 ~ 14:10	Real-Time Remote Monitoring of Power Plants in terms of IIoT and Cloud Computing				40
	Jindrich Liska¹, Vojtech Vasicek¹, Martin Kas¹ [¹University of West Bohemia, NTIS]
14:10 ~ 14:30	An Integrated Ultrasonic Imaging Technique using Laser Scanning System				250
	Jun Young Jeon¹, Seong Jin Im¹, Gyuhae Park¹, To Kang², Soonwoo Han² [¹Chonnam National University, ²Korea Atomic Energy Research Institute]
14:30 ~ 14:50	Composite Property Identification from Inversion of Guided Wave Dispersion Curves and Simulated Annealing Optimization				279
	Ranting Cui¹, Francesco Lanza di Scalea¹ [¹UC San Diego]
14:50 ~ 15:10	Wavelet Analysis of Diffuse Ultrasonic Waves for Damage Detection				272
	Sandeep Kumar¹, A.S. Wali¹, Amit Tyagi¹ [¹IIT(BHU)]
15:10 ~ 15:30	Identification of Train Wheel Flat Accounting for Measurement and Modeling Uncertainties				21
	Wen-Jun Cao¹, Shanli Zhang², Numa J. Bertola¹, I.F.C Smith³, C.G. Koh² [¹Singapore-ETH Centre, ²National university of Singapore, ³Swiss Federal Institute of Technology]
SPECIAL SESSION Guided Waves in Structures for SHM V
Chair:					Location:
Wieslaw Ostachowicz & Michael Grygier					Hewlett 200
TIME	WEDNESDAY, SEPTEMBER 11				SUMBISSION ID
13:30 ~ 13:50	Modelling and Simulation of Ultrasonic Guided Waves Propagation in the Fluid-Composite Structure Interaction				503
	Bhuiyan Shameem Mahmood Ebna Hai¹, Markus Bause¹ [¹Helmut Schmidt University - University of the Federal Armed Forces Hamburg]
13:50 ~ 14:10	Selective Actuation and Sensing of Antisymmetric Waves Using Shear-mode Piezoelectric Transducers				422
	Hussain Altammar¹, Nathan Salowitz¹ [¹University of Wisconsin - Milwaukee]
14:10 ~ 14:30	An Approach on how to Determine Key Performance Indicators for Guided Wave Based SHM Systems Based on Numerical Simulation				267
	Aadhik Asokkumar¹, Ramanan Sridaran Venkat², Christian Boller¹² [¹Dresden International University, ²Universität des Saarlandes]
14:30 ~ 14:50	Development of a Guided Wave Experiment for the International Space Station				291
	John A. Sanchez¹, Andrei Zagrai¹ [¹New Mexico Institute of Mining and Technology]
14:50 ~ 15:10	SHM using Guided Waves – Recent Activities and Advances in Germany				339
	Inka Mueller¹, Jochen Moll², Christian Kexel², Lars Schubert³, Kilian Tschöke³, Jens Prager⁴, Yevgeniya Lugovtsova⁴, Martin Bach⁵, Thomas Vogt⁶ [¹Ruhr University Bochum, ²Goethe University of Frankfurt am Main, ³Fraunhofer Institute für Ceramic Technologies and Systems IKTS, ⁴Federal Institute for Materials Research and Testing BAM, ⁵Airbus Helicopters, ⁶Guided Ultrasonics Ltd]
15:10 ~ 15:30	Application of the Scattering Analysis Method for Guided Waves Measured by Laser Scanning Vibrometry				335
	Christoph Humer¹, Christoph Kralovec¹, Martin Schagerl¹ [¹Johannes Kepler University]
SPECIAL SESSION SHM for Heavy and Critical Equipment
Chair:					Location:
Keqin Ding & Grant Chang					380-380F
TIME	WEDNESDAY, SEPTEMBER 11				SUMBISSION ID
13:30 ~ 13:50	Development of a Shipboard Wireless Monitoring System to Monitor Ship Crews during Extreme Blast Load Exposure				308
	Wentao Wang¹, Rui Hou¹, Ethan Kennedy¹, Liming W. Salvino², Jerome P. Lynch¹ [¹University of Michigan, ²Carderock Division of the Naval Surface Warfare Center]
13:50 ~ 14:10	Development and Application of High Temperature Coke Drums Structure Health Monitoring System				158
	Keqin Ding¹, Fangxiong Tang¹, Na Zhao¹, Li Chen¹ [¹China Special Equipment Inspection and Research Institute]
14:10 ~ 14:30	Recognition Method of Health Monitoring Point of Quayside Container Crane Based on Fuzzy Evaluation				164
	Liu Guansi¹, Ding Keqin¹, Jin Hui², Chen Li¹ [¹China Special Equipment Inspection and Research Institute, ²Southeast University]
14:30 ~ 14:50	Application of Acoustic Emission Technology on SHM of Overhead Travelling Cranes and Portal Bridge Cranes				168
	Junjiao Zhang¹, Gongtian Shen¹, Zhanwen Wu¹ [¹China Special Equipment Inspection and Research Institute, Beijing, China]
14:50 ~ 15:10	Structural Health Monitoring and Safety Evaluation of Pressure Vessel by the use of Acoustic Emission Technology				172
	Gongtian Shen¹, Yongna Shen¹, Junjiao Zhang¹ [¹China Special Equipment Inspection and Research Institute, Beijing, China]
15:10 ~ 15:30	Rolling Element Bearing Fault Diagnosis using Compressed Sensing and Convolutional Neural Network				266
	Zhang Ji-wang¹, Ding Ke-Qin¹ [¹China Special Equipment Inspection and Research Institute, Beijing, China]
SPECIAL SESSION Flexible Electronics/Sensor Networks for SHM
Chair:					Location:
Sameh Dardona & Nathan Salowitz					380-380W
TIME	WEDNESDAY, SEPTEMBER 11				SUMBISSION ID
13:30 ~ 13:50	Fabrication and Functionalization of Distributed and Stretchable Sensor Networks for Structural Health Monitoring				558
	Xiyuan Chen¹, Loic Maxwell², Elliot Ransom¹, Tanay Topac¹, Callum Bailey³, Sameh Dardona³, Fu-Kuo Chang¹ [¹Stanford University, ²Acellent Technologies, ³United Technologies Research Center]
13:50 ~ 14:10	A Robust Expansion Process Technology for Deployment of Stretchable Sensor Networks				559
	Elliot Ransom¹, Dustin Caldwell², Xiyuan Chen¹, Sameh Dardona², Fu-Kuo Chang¹ [¹Stanford University, ²United Technologies Research Center]
14:10 ~ 14:30	Flexible Electronics and Software for Stretchable Sensor Networks in Structural Health Monitoring				556
	Loic Maxwell¹, Spandan Mishra¹, Amrita Kumar¹, Xiyuan Chen², Callum Bailey³, Sameh Dardona³, Fu-Kuo Chang², [¹Acellent Technologies, ²Stanford University, ³United Technologies Research Center]
14:30 ~ 14:50	Laser Cut and Chemical Release Screen Printing Approaches for Creating Substrate Sparse Sensor Networks				557
	Callum Bailey¹, Xiyuan Chen², Dustin Caldwell¹, Loic Maxwell³, Fu-Kuo Chang², Sameh Dardona¹ [¹United Technologies Research Center, ²Stanford University, ³Acellent Technologies]
14:50 ~ 15:10	Design of Island-Bridge Layout Stretchable Electronics for High Spatial Accuracy Deployment				562
	Tanay Topac¹, William Mangram¹, Xiyuan Chen¹, Fu-Kuo Chang¹ [¹Stanford University]
15:10 ~ 15:30
Statistical Methods and Machine Learning II
Chair:					Location:
Christian Boller & Daniel Frank Hesser					380-380D
TIME	WEDNESDAY, SEPTEMBER 11				SUMBISSION ID
13:30 ~ 13:50	Hierarchical Fisher-information-matrix-based Clustering				1
	Saeid Allahdadian¹, Michael Döhler², Carlos Ventura¹, Laurent Mevel² [¹University of British Columbia, ²University of Rennes]
13:50 ~ 14:10	Detection of Damage-Induced Fatigue Response based on Structural Health Monitoring Data of In-Service Steel Bridges using Artificial Neural Network				204
	Maryam Mashayekhizadeh¹, Erin Santini-Bell¹ [¹University of New Hampshire]
14:10 ~ 14:30	Applying the Concept of Complexity to Structural Health Monitoring				110
	Keith Worden¹, Nikolaos Dervilis¹, Charles Farrar² [¹University of Sheffield, ²Los Alamos National Laboratory]
14:30 ~ 14:50	On the Application of Domain Adaptation for Aiding Supervised SHM Methods				197
	Paul Gardner¹, Keith Worden¹ [¹University of Sheffield]
14:50 ~ 15:10	Combining Edge and Cloud Computing for Monitoring a Fleet of Wind Turbine Drivetrains using Combined Machine Learning Signal Processing Approaches				148
	Cédric Peeters¹, Pieter-Jan Daems¹, Timothy Verstraeten¹, Ann Nowé¹, Jan Helsen¹ [¹Vrije Universiteit Brussel]
15:10 ~ 15:30	Online Damage State Clustering of Cutting Tools using Dirichlet Process Mixture Models				208
	Chandula T. Wickramarachchi¹, Timothy J. Rogers¹, Wayne Leahy², Thomas E. McLeay³, Elizabeth J. Cross¹ [¹University of Sheffield, ²Element Six Ltd., ³Advanced Manufacturing Research Centre]
SPECIAL SESSION Assessment of the Value of SHM Information I
Chair:					Location:
Sebastian Thöns & Maria Limongelli					380-380Y
TIME	WEDNESDAY, SEPTEMBER 11				SUMBISSION ID
13:30 ~ 13:50	Measurement of Individual Risk Preference for Decision-Making in SHM				241
	Antti Valkonen¹, Branko Glisic¹ [¹Princeton University]
13:50 ~ 14:10	Optimal Maintenance Decision Process for Deteriorating Components in Miter Gates using Markov Chain Prediction Model				145
	Manuel A. Vega¹, Ramin Madarshahian², Travis B. Fillmore³, Michael D. Todd¹ [¹University of California San Diego, ²University of California  San Diego, ³United States Army Corps of Engineers]
14:10 ~ 14:30	Decision Making Based on the Value of Information of Different Inspection Methods				147
	Leandro Iannacone¹, Paolo Gardoni¹, Pier Francesco Giordano², Maria Pina Limongelli² [¹University of Illinois at Urbana-Champaign, ²Politecnico di Milano]
14:30 ~ 14:50	A Co-Word Analysis of the Structural Health Monitoring Field				385
	Kaitlyn Kliewer¹, Edward Melcer², Branko Glisic³ [¹LERA Consulting Structural Engineers, ²University of California Santa Cruz, ³Princeton University]
14:50 ~ 15:10	Practical Considerations in Utilizing Structural Health Information in Bridge Maintenance				456
	Daniel Honfi¹ [¹RISE Research Institutes of Sweden]
15:10 ~ 15:30	Quantifying the Benefit of Structural Health Monitoring: Can the Value of Information Be Negative?				31
	Andrea Verzobio¹, Denise Bolognani², Daniele Zonta¹, John Quigley¹ [¹University of Strathclyde, ²University of Trento]
Signal Processing
Chair:					Location:
Fuh-Gwo Yuan & William Schneck					Hewlett 101
TIME	WEDNESDAY, SEPTEMBER 11				SUMBISSION ID
13:30 ~ 13:50	Towards On-Chip Measurement of S-Parameters for Ultrasonic Guided-Wave SHM: Damage Localization in Aluminum Using S-Parameter Measurements				73
	Gift Nyikayaramba¹, Boris Murmann¹ [¹Stanford University]
13:50 ~ 14:10	Offset Tracking of Sensor Clock Using Kalman Filter for Wireless Network Synchronization				516
	David Pallier¹, Vincent LE CAM¹, Arthur BOUCHE¹, Sébastien PILLEMENT², Qinghua Zhang³, Laurent Mevel³ [¹IFSTTAR, ²IETR, ³INRIA]
14:10 ~ 14:30	Health State Estimation of Hydraulic System Based on Generalized Multiclass Support Vector Machine				54
	Yiwei Cheng¹, Haiping Zhu¹, Jun Wu¹, Pengfei Guo¹ [¹Huazhong University of Science and Technology]
14:30 ~ 14:50	Nonlinear Component Extraction Using Singular Value Decomposition and its Application to Breathing Crack Localization				81
	Prawin J¹, Rama Mohan Rao A² [¹CSIR Structural Engineering Research Centre, ²CSIR STRUCTURAL ENGINEERING RESEARCH CENTRE]
14:50 ~ 15:10	Event-Based Phased Array Signal Processing				276
	Moisés Silva¹, Eloi Figueiredo², João C. W. A. Costa¹, David Mascarenas³ [¹Universidade Federal do Pará, Belém, Brazil, ²Universidade Lusófona de Humanidades e Tecnologias, Lisbon, Portugal, ³Los Alamos National Lab]
15:10 ~ 15:30	MIMO Radar-based Real-Time Structural Health Monitoring				305
	Davide D'Aria¹, Paolo Falcone¹, Luigi Maggi¹, Aldo Cero¹, Giovanni Amoroso¹ [¹ARESYS srl]
Sensor Networks
Chair:					Location:
Nanshu Lu & Daniela Dragomirescu					380-380X
TIME	WEDNESDAY, SEPTEMBER 11				SUMBISSION ID
13:30 ~ 13:50	Learning Collaborative Duty Cycling Strategies in Energy-harvesting Sensor Networks.				389
	James Long¹, Oral Buyukozturk¹ [¹Massachusetts Institute of Technology]
13:50 ~ 14:10	Phased and Synchronous Sampling Between Multiple Smart Network Sensors for Modal Assessment of Large Structures				345
	Mathieu Le Pen¹, Arthur Bouche¹, Ivan Guéguen¹, Michael Döhler², Laurent Mevel², Vincent Le Cam¹ [¹Ifsttar, ²Inria]
14:10 ~ 14:30	Materials communicating with the BIM : aims and first results of the McBIM project				229
	William DERIGENT¹, Michaël DAVID, Hang WAN, Daniela DRAGOMIRESCU, Alex TAKACS, Gaël LOUBET, Ana ROXIN, Rolland MELET, Laurent MONTEGUT [¹University of Lorraine]
14:30 ~ 14:50	High Resolution Bridge Mode Shape Identification via Matrix Completion Approach				12
	Soheil Sadeghi Eshkevari¹, Martin Takáč¹, Shamim N. Pakzad¹, Soheila Sadeghi Eshkevari¹ [¹Lehigh University]
14:50 ~ 15:10	Wirelessly Powered and Battery-Free LoRaWAN Wireless Sensing Nodes Designed for Communicating Reinforced Concrete				411
	Gaël Loubet¹, Ethan Gardner², Alexandru Takacs³, Andréa De Luca², Florin Udrea², Daniela Dragomirescu⁴ [¹LAAS-CNRS, ²University of Cambridge, ³LAAS-CNRS, UPS, ⁴LAAS-CNRS, INSA]
15:10 ~ 15:30	Experimental Verification of the Local Damage Detection Method Based on Spatial-Temporal Correlation in Dense Sensor Networks				193
	Hesheng Tang¹, Taotao Zhao¹, Songtao Xue¹ [¹Tongji University]
SPECIAL SESSION A state-wide focus on SHM
Chair:					Location:
Tal Yehoshua					Hewlett 102
TIME	WEDNESDAY, SEPTEMBER 11				SUMBISSION ID
13:30 ~ 13:50	The Israeli Air Force Efforts in Implementing Fiber-Optic Nervous Systems in Composite Based Air Vehicles for Damage Estimation and Performance Analysis				321
	CPT. Sagi¹, Lt.Col. Benny¹, Lt.Col. Chaim¹, Col. Ariel¹ [¹IAF]
13:50 ~ 14:10	Intelligent Structures using Textile Reinforced Concrete – Achievements and Challenges				121
	Yiska Goldfeld¹, Gali Perry¹, Lidor Yosef¹ [¹Technion Israel Institute of Technology]
14:10 ~ 14:30	Highway to SHM: Elbit's Fast Implementation of an On-Board Monitoring System on Flying Platforms				397
	Jonathan Balter¹, Bentsi Koren², Roy Davidi³, Nahum Gorbatov³, Moshe Tur³ [¹ELBIT SYSTEMS, ²Elbit Systems, ³Tel aviv university]
14:30 ~ 14:50	Experimental Tracking of Helicopter Rotor Blade Hidden Crack Development Using Fiber-Optic-Based Sensing Technology				444
	Lt.Col. Alex¹, CPT. Sagi¹, Yoav Ofir², Shay Shoham², Tal Yehoshua³, Iddo Kressel², Moshe Tur³ [¹IAF, ²Israel Aerospace Industries, ³Tel-Aviv University]
14:50 ~ 15:10	Choosing the Right Optical Fiber Coating to Meet Individual Fiber-Optic Strain Measurement Applications				449
	Uri Ben-Simon¹, Shay Shoham¹, Yoav Ofir¹, Nadav Goldstein, Roy Davidi², Nachum Gorbatov, Iddo Kressel¹, Moshe Tur² [¹Israel Aerospace Industries, ²Tel-Aviv University]
15:10 ~ 15:30	Calibration of a Discrete and Distributed Fiber-Optic-Based Strain-Measuring Network for the Shape-Sensing of a Wing Model Under Dynamic Loading of a Wind Tunnel				454
	Shay Shoam¹, Uri Ben-Simon¹, Roy Davidi³, Clive Florentin, Sagi Sheinkman, Miko Rattner², Maxim Freydin, Iddo Kressel¹, Daniella  Raveh², Moshe tur³ [¹Israel Aerospace Industries, ²Technion Israel Institute of Technology, ³Tel-Aviv University]
SHM in Action
Chair:					Location:
Chrisitan Boller & A. Guemes					Hewlett 200
TIME	WEDNESDAY, SEPTEMBER 11
15:50 ~ 18:20	Presenting Parties
	Optics11; Embedor Technologies; Metis Design Corporation; University of Waterloo - SDIC Lab; Acellent Technologies Inc;  SHM & Heritage Structures Labs, Princeton University;  Structures and Composites Laboratory (Stanford) & Digital Twins Lab; SMILab at the University of New Mexico;  NTIS - New Technologies for the Information Society; Redondo Optics Inc; Carnegie Mellon University