Welcome Session
Chair:					Location:
F.-K. Chang  & Co-chair: A. Guemes					Hewlett 200
TIME	THURSDAY, SEPTEMBER 12				PAGE NO.
08:20 ~ 08:30	Opening Remarks
	A. Guemes
Keynote Presentations
Chair:					Location:
Holger Speckmann					Hewlett 200
TIME	THURSDAY, SEPTEMBER 12
08:30 ~ 09:00	The Use of Long-Term Observations in Enhancing Bridge Evaluation
	Baidar Bakht¹ [¹Adjunct Professor , University of Manitoba, Canada]
09:00~ 09:30	On the Value of Structural Health Information
	Sebastian Thöns¹ [¹Associate Professor and Scientific Advisor, Danish Hydrocarbon Research and Technology Centre (DHRTC), Denmark; Associate Professor and Guest Researcher, BAM Federal Institute for Materials Research and Testing, Berlin, Germany; Associate Professor and Head of Research Group Technical University of Denmark; DECPA: Decision Processes and Analytics, Lyngby, Denmark]
09:30 ~ 10:00	NDE and SHM in the age of Industry 4.0
	Leonard Bond¹ [¹Director, Iowa NDE Center]
Panel Discussion - AI for PHM & SHM
Moderator:					Location:
Andy Hess					Hewlett 201
TIME	THURSDAY, SEPTEMBER 12
10:30 ~ 12:00	Panel List:
	Abhinav Saxena (GE), Kai Goebel (PARC), Neil Eklund (Analatom Inc.), Mohak Shah (LG), Holger Speckmann (Testia), Amrita Kumar (Acellent), Andy Hess (PHM Society and The Hess PHM Group)
DOT SHM Panel Discussion - Barriers in Implementation of Sensor Technologies in Highway Industry
Moderator:					Location:
Hoda Azari					Hewlett 200
TIME	THURSDAY, SEPTEMBER 12
10:30 ~ 12:00	Panel List:
	Franklin Moon (Rutgers, The State University of New Jersey), Marybeth Miceli (Miceli Infrastructure Consulting), Helmut Wenzel (Wenzel Consulting Engineers GmbH), Duncan Paterson (HDR Inc.), Hoda Azari (Federal Highway Administration)
Faculty / Student Panel
Moderator:					Location:
Charles Farrar					Hewlett 201
TIME	THURSDAY, SEPTEMBER 12				PAGE NO.
12:00 ~ 13:30	Panel List:
	TBD
Aerospace Structures III
Chair:					Location:
Joshua Cummins & Amrita Kumar					Hewlett 201
TIME	THURSDAY, SEPTEMBER 12				SUMBISSION ID
13:30 ~ 13:50	Embedded Fiber Bragg Gratings for the Process and Structural Health Monitoring of Composite Boosters for Space Applications				125
	Daniel Stelzl¹, Anna Pfleiderer¹, Peter Ortmann¹, Tim Wiedemann¹, Miro Duhovic², Manfred Resch³ [¹MT Aerospace AG, ²Institut für Verbundwerkstoffe GmbH, ³INFAP GmbH - Industrial Fibre Applications]
13:50 ~ 14:10	Experimental Study on the Measurement of Dynamic Strains for Composite T-Joint Subjected to Hydrodynamic Ram using PVDF Sensors				388
	Eun-Su Go¹, In-Gul Kim¹, Dong Geon Kim¹, Jong-Heon Kim² [¹Chungnam National University, ²Agency for Defense Development]
14:10 ~ 14:30	Sensor Integration and Data Exploitation of Structural Health Monitoring Network integrated on a Unmanned Aerial Vehicle (UAV)				307
	Antonio Fernandez-Lopez¹, Daniel del Rio-Velilla¹, Malte Frovel², Ignacio Gonzalez Requena¹, Alfredo Güemes¹ [¹Universidad Politécnica de Madrid (UPM), ²Instituto Nacional de Técnica Aeroespacial (INTA)]
14:30 ~ 14:50	UAV Inspections of Metallic and Composite Aircraft Panels				521
	V. Tzitzilonis¹, S. Deane¹, N.P. Avdelidis¹², K. Malandrakis¹, J.A. Gonzalez Domingo¹, C. Ibarra Castanedo²,  L. Zanotti Fragonara¹, X.P.V. Maldague², A. Tsourdos¹ [¹Cranfield University, ²Universite Laval]
14:50 ~ 15:10	Internal Corrosion Detection in Pipes using Piezoelectric Transducers				348
	Jayalakshmi Raju¹, Suresh Bhalla¹, Visalakshi Talakokula² [¹IIT Delhi, ²Bennett University]
15:10 ~ 15:30	The use of Adapted Measurement Techniques for the Structural Monitoring for ArianeGroup Needs: Focus on Two Specific Needs and Solutions Evaluated				534
	David Barnoncel¹, Patrick Peres¹ [¹ArianeGroup]
Civil Structures IV
Chair:					Location:
Piervincenzo Rizzo & Zheng Fan					380-380C
TIME	THURSDAY, SEPTEMBER 12				SUMBISSION ID
13:30 ~ 13:50	Health Monitoring of Chloride Attack in Concrete Bridges				538
	Takahiro Sonoda¹, Kimitoshi Matsuyama, Kuniyoshi Nakatsui, Masaaki Nakano, Toru Kouchi, Yusuke Shimma, Masayasu Ohtsu [¹NIPPON KOEI Co., Ltd.]
13:50 ~ 14:10	Dynamic Characterization and Vulnerability Assessment of a School Building in Italy				506
	Alessandro Cardoni¹, Ali Zamani Noori¹, Sebastiano Marasco¹, Marco Domaneschi¹, Valentina Villa¹, Farhad Ansari², Carlo Caldera¹, Gian Paolo Cimellaro¹ [¹Politecnico di Torino, ²University of Illinois at Chicago]
14:10 ~ 14:30	Application of a Structural Health Monitoring System to the Minerão Stadium in Brazil				529
	Michele Frizzarin¹, Paolo Franchetti¹, Otávio Oliveira Goes² [¹Franchetti Group, ²Minerão Stadium]
14:30 ~ 14:50	Distributed Fiber Optic Sensors for Multiple Crack Monitoring in Reinforced Concrete Structures				320
	Antoine Bassil¹, Ernst Niederleithinger², Xin Wang², Daniel Kadoke², Xavier Chapeleau¹, Dominique Leduc³, Odile Abraham¹, Mathias Breithaupt², Samuel Pötschke² [¹IFSTTAR, ²Bundesanstalt für Materialforschung und-prüfung (BAM), ³University of Nantes]
14:50 ~ 15:10	A New Approach to System Identification of Tall Buildings				98
	Erdal Safak¹, Eser Cakti¹ [¹Bogazici University]
15:10 ~ 15:30	Enhancing the Efficiency of Structural Condition Assessment By Integrating Building Information Modeling (BIM) Into Vibration-Based Damage Identification (VBDI)				481
	Sam Bahmanoo¹, Mojtaba Valinejadshoubi¹, Ardalan Sabamehr¹, Ashutosh Bagchi¹, Saikat Bagchi¹ [¹Concordia University]
SPECIAL SESSION  Dynamic Data Driven Applications Systems
Chair:					Location:
Erik Blasch & Fotis Kopsaftopoulos					Hewlett 103
TIME	THURSDAY, SEPTEMBER 12				SUMBISSION ID
13:30 ~ 13:50	High Accuracy Flight State Identification of a Self-Sensing Wing via Machine Learning Approaches				28
	Zhe Huang¹, Hongyi Zhao¹, Cheng Liu¹, Xi Chen², Fotis Kopsaftopoulos³, Fu-Kuo Chang¹ [¹Stanford University, ²Shanghai Engineering Research Center of Civil Aircraft Health Monitoring, ³Rensselaer Polytechnic Institute]
13:50 ~ 14:10	Towards Proving Runtime Properties of Data-Driven Systems using Safety Envelopes				371
	Samuel Breese¹, Carlos Varela¹, Fotis Kopsaftopoulos¹ [¹Rensselaer Polytechnic Institute]
14:10 ~ 14:30	Data-Driven Stochastic Identification of a UAV Under Varying Flight and Structural Health States				554
	Anegi James¹, Fotis Kopsaftopoulos¹ [¹Rensselaer Polytechnic Institute]
14:30 ~ 14:50	Rotating Machinery Prognostics via the Fusion of Particle Filter and Deep Learning				333
	Meng Ma¹, Zhu Mao¹ [¹Umass Lowell]
14:50 ~ 15:10	Fleet Prognosis with Physics-informed Recurrent Neural Networks				338
	Renato Nascimento¹, Felipe Viana¹ [¹University of Central Florida]
15:10 ~ 15:30	Dynamic Data Driven Applications Systems (DDDAS) For Structural Awareness				173
	Erik Blasch¹, Jaimie Tiley¹, Martin Schmidt, Gernot Pomrenke [¹AFOSR]
SPECIAL SESSION Guided Waves in Structures for SHM VI
Chair:					Location:
Wieslaw Ostachowicz & Michele Meo					Hewlett 200
TIME	THURSDAY, SEPTEMBER 12				SUMBISSION ID
13:30 ~ 13:50	Non-Collinear Shear Wave Mixing at a Contact Interface: Analytical Modelling and Parametric Investigation				563
	Philippe Blanloeuil¹, L. R. Francis Rose², Martin Veidt³, Chun H. Wang¹ [¹University of New South Wales, ²Defence Science and Technology Group, ³University of Queensland]
13:50 ~ 14:10	Baseline-free Method for Acousto-Ultrasonic On-Line-Monitoring of Cracks in Mechanically Loaded and Rotating Axles				137
	Tobias Reitz¹, Claus-Peter Fritzen¹ [¹University of Siegen]
14:10 ~ 14:30	Placement Optimization on Tubular Structures – Towards Application on Tubular Structures				132
	Zainab Ismail¹, Samir Mustapha¹, Hussein Tarhini¹ [¹American University of Beirut]
14:30 ~ 14:50	On the Quantification of Adhesive Layer Thickness Effect on PWAS Performance and Damage Detection Capability				50
	Andrea Calvo-Echenique¹, Mónica Torres-Garcia¹, José Manuel Royo¹, Susana Calvo¹ [¹Instituto Tecnológico de Aragón (ITA)]
14:50 ~ 15:10	Model-based Ultrasonic Guided Wave Inspection to Identify and Attenuate the Effect of Environmental Temperature in Structural Health Monitoring				94
	Saqlain Abbas¹, Fucai Li¹, Xiaotong Tu¹ [¹Shanghai Jiao Tong University, China]
15:10 ~ 15:30	Reliable Damage Monitoring Under Time-Varying Conditions Based on Gaussian Mixture Model and Delay-And-Sum Imaging				51
	Yuanqiang Ren¹, Lei Qiu¹, Shenfang Yuan¹, Fang Fang¹ [¹Nanjing University of Aeronautics and Astronautics]
SPECIAL SESSION Vision-based Studies for SHM IV
Chair:					Location:
Mohammad Jahanshahi & Emmanuel Ramasso					380-380F
TIME	THURSDAY, SEPTEMBER 12				SUMBISSION ID
13:30 ~ 13:50	Temporal Modeling of Point-cloud Evolution for Predictive Structural Assessments				142
	Mozghan Momtaz Dargahi¹, Sara Mohamadi¹, David Lattanzi¹ [¹George Mason University]
13:50 ~ 14:10	A Compressed Sensing Approach to Operational Modal Analysis using Phase-Based Video Motion Magnification				226
	Tom Gibbons¹, Ramon Fuentes¹, Robin Mills², Elizabeth Cross¹, Keith Worden¹ [¹The University of Sheffield, ²University of Sheffield]
14:10 ~ 14:30	Computer Vision Based In-Plane Strain Field Monitoring for Identification of Local Damages in Structural Members				252
	T. Jothi Saravanan¹, Mayuko Nishio¹, Tatsuya Suzuki¹ [¹Yokohama National University]
14:30 ~ 14:50	VR Based Strabismus Diagnosis using Image Processing				361
	Yinan Miao¹, Jun Young Jeon¹, Gyuhae Park¹, Hwan Heo¹ [¹Chonnam National University]
14:50 ~ 15:10	Pop-outs Segmentation for Concrete Prognosis Indices using UAV Monitoring and Dense Dilated Convolutions				410
	Takato Yasuno¹, Junichiro Fujii¹, Masazumi Amakata¹ [¹Yachiyo Engineering Co.,Ltd.]
15:10 ~ 15:30	Operational Vision-Based Modal Identification of Structures: A Novel Framework				331
	Soheil Sadeghi Eshkevari¹, Nasser Heydari¹, J. Nathan Kutz², Shamim Pakzad¹, Panayiotis Diplas¹, Soheila Sadeghi Eshkevari¹ [¹Lehigh University, ²University of Washington]
SPECIAL SESSION Structural Health Monitoring and Condition-based Maintenance of High-speed and Intercity Railways II
Chair:					Location:
Yiqing Ni & Hua-Peng Chen					380-380W
TIME	THURSDAY, SEPTEMBER 12				SUMBISSION ID
13:30 ~ 13:50	The Study of Running Stability of Piggyback Car Based on A FE-Rigid Coupled Model				45
	Liu Xiaoxue¹, Guo Hanfei¹, Xie Suming¹, He Weidong¹, Li Xiaofeng¹, Zhang Youwei¹ [¹Dalian JiaoTong University]
13:50 ~ 14:10	Monitoring-Assisted Derailment Prediction of a High-Speed Train Running on a Long-Span Cable-Stayed Bridge				74
	Sumei Wang¹, Yuanfeng Duan², Jongdar Yau³, Yi-Qing Ni⁴ [¹The Hong Kong Polytechnic University, ²Zhejiang University, ³Tamkang University, ⁴Hong Kong Polytechnic University]
14:10 ~ 14:30	Variational Autoencoder-Based Approach for Rail Defect Identification				118
	Yuan-Hao Wei¹, Yi-Qing Ni¹ [¹The Hong Kong Polytechnic University]
14:30 ~ 14:50	An Inversed Greedy Method for Information-Based Optimal Sensor Placement on Bridges				122
	Beiyang Zhang¹, Yi-Qing Ni1 [¹The Hong Kong Polytechnic University]
14:50 ~ 15:10	Acoustic Emission Feature Extraction and Classification for Rail Crack Monitoring				127
	Dan Li¹, Shaopeng Xu¹, Yang Wang¹, Wei-Xin Ren¹ [¹Hefei University of Technology]
15:10 ~ 15:30	Monitoring of Rail Bolted Joint Looseness with PZT Network-Based EMI Technique under a Deep Learning Framework				161
	Lu Zhou¹, Si-Xin Chen¹, Alex Choy¹, Yi-Qing Ni¹ [¹The Hong Kong Polytechnic University]
Statistical Methods and Machine Learning III
Chair:					Location:
Ya Wang					380-380D
TIME	THURSDAY, SEPTEMBER 12				SUMBISSION ID
13:30 ~ 13:50	SHM Based Damage Detection using Cointegration and Linear Multivariate Data Analysis: Performance Comparison Based on a Real Case Study				323
	Emanuel Tomé¹, Mário Pimentel¹, Joaquim Figueiras¹ [¹University of Porto, Faculty of Engineering]
13:50 ~ 14:10	An Automated Non–Parametric Healthy Subspace Method for Unsupervised Robust Vibration–Based Damage Detection Under Uncertainty				358
	Kyriakos Vamvoudakis-Stefanou¹, Spilios Fassois¹, John Sakellariou¹ [¹University of Patras]
14:10 ~ 14:30	Mode Separation of Complicated Guided Wave in Plate-Like Structures Based on Sparse Bayesian Learning Approach				508
	Meijie Zhao¹, Yong Huang¹, Wensong Zhou¹, Hui Li¹ [¹Harbin Institute of Technology]
14:30 ~ 14:50	Structural Damage Classification using Machine Learning Algorithms and Performance Measures				421
	Jersson Xavier León¹, Wilman Alonso Pineda Muñoz², Maribel Anaya³, Jaime Vitola⁴, Diego Tibaduiza⁵ [¹Universidad Nacional de Colombia, ²Universidad Pedagógica y Tecnológica de Colombia., ³Universidad Sergio Arboleda, ⁴Universidad Santo Tomás, ⁵Unversidad Nacional de Colombia]
14:50 ~ 15:10	Identification of Time-varying Structural Parameters by Integrated Wavelet Decomposition and Kalman Filter with Partial Response Measurements				313
	Ying Lei¹, Siyi Chen¹, Jubin Lu¹ [¹Xiamen University]
15:10 ~ 15:30	Damage Classification Using Labelled and Unlabelled Measurements				131
	L.A. Bull¹, K. Worden¹, N. Dervilis¹ [¹University of Sheffield]
SPECIAL SESSION Assessment of the Value of SHM Information II
Chair:					Location:
Sebastian Thöns & Michael Todd					380-380Y
TIME	THURSDAY, SEPTEMBER 12				SUMBISSION ID
13:30 ~ 13:50	Optimal Ultrasonic Sensor Configuration for Plate-Like Structures Using the Value of Information				35
	Sergio Cantero-Chinchilla¹, Juan Chiachío², Manuel Chiachío³, Dimitrios Chronopoulos¹, Arthur Jones¹, Yasser Essa⁴, Federico Martín de la Escalera⁴ [¹The University of Nottingham, ²University of Strathclyde, ³University of Granada, ⁴Aernnova Engineering Division S.A.]
13:50 ~ 14:10	Structural Health Monitoring for Aerospace Composite Structures				210
	Rafik HADJRIA¹, Oscar D'ALMEIDA¹ [¹Safran]
14:10 ~ 14:30	Integrated Life-cycle Decision Framework for Structural Systems				254
	Jorge Mendoza¹, Jochen Köhler¹, Elizabeth Bismut², Daniel Straub² [¹Norwegian University of Science and Technology, ²Technische Universität München]
14:30 ~ 14:50	Quantification of the Posterior Utilities of SHM Campaigns on an Orthotropic Steel Bridge Deck				265
	Lijia Long¹, Isaac Farreras Alcover², Sebastian Thöns³ [¹Dept. of Civil Engineering, Aalborg University, Aalborg, Denmark, ²COWI A/S, Lyngby, Denmark, ³Department 7: Safety of Structures, BAM Federal Institute for Materials Research and Testing, Berlin, Germany]
14:50 ~ 15:10	Method of Generating Economic Value from Navigation Lock Structural Health Information				441
	Vasileios Geroulas¹, Dean Harrison², Guga Gugaratshan², Matthew Smith³ [¹HBM Prenscia, ²HBM nCode Federal LLC, ³U.S. Army Corps of Engineers]
15:10 ~ 15:30	Value of the SHM System in the Context of Risk-Based Inspection Planning				390
	Wei-Heng Zhang¹, Da-Gang Lyu¹, Michael Havbro Faber², Sebastian Thöns³ [¹Harbin Institute of Technology, ²Aalborg University, ³Technical University of Denmark]
SPECIAL SESSION SHM Technology in Wind Turbines
Chair:					Location:
Wieslaw Ostachowicz & Nikolaos Dervilis					Hewlett 101
TIME	THURSDAY, SEPTEMBER 12				SUMBISSION ID
13:30 ~ 13:50	Fibre Reinforced Polymer Structure Under Simultaneous Temperature and Humidity Influence – FBG Sensors, THz Spectroscopy, and Vibrothermography Methods				182
	Katarzyna Majewska¹, Magdalena Mieloszyk¹, Wieslaw Ostachowicz¹ [¹Polish Academy of Sciences]
13:50 ~ 14:10	Structural Health Monitoring: A Review of Uncertainty Quantification Methods in Wind Turbine Systems				117
	Paulo H Gonzaga¹, Nikolaos Dervilis², Keith Worden², Rob Barthorpe², Nevena Stevanovic¹, Lars Bernhammer¹ [¹Siemens Gamesa Renewable Energy, ²The University of Sheffield]
14:10 ~ 14:30	Monitoring of Wind Turbine Blades using Radar Technology: Results from a Field Study at a 2MW Wind Turbine				97
	Jochen Moll¹, Moritz Mälzer¹, Jonas Simon¹, Ashkan Taremi Zadeh¹, Viktor Krozer¹, Manfred Dürr², Christian Kramer³, Herbert Friedmann³, Andreas Nuber³, Rahmi Salman⁴, Dimitry Pozdniakov⁴ [¹J.W. Goethe-University Frankfurt am Main, ²Volta Windkraft GmbH, ³Woelfel Engineering GmbH + Co. KG, ⁴HF Systems Engineering GmbH & Co. KG]
14:30 ~ 14:50	Gaussian Processes for Structural Health Monitoring of Wind Turbine Blades				196
	Kartik Chandrasekhar¹, Nevena Stevanovic², Elizabeth J. Cross¹, Nikolaos Dervilis¹, Keith Worden¹ [¹University of Sheffield, ²Siemens Gamesa Renewable Energy]
14:50 ~ 15:10	Structural Strain Monitoring of a Composite Scaled Turbine Blade using Embedded QRS Sensoring				220
	Julio Cesar De Luca¹, Jean-François Feller², Mickael Castro², Olivier Fouche¹, Bertrand Lascoup¹, Jonathan Raujol¹, Antoine Lemartinel¹ [¹IRT Jules Verne, ²University of South Brittany (UBS)]
15:10 ~ 15:30	Structural Health Monitoring, SHM, As a Tool for Optimizing the Performance of a Wind Power Plant				360
	Herbert Friedmann¹, Carles Colomer Segura¹, Carsten Ebert¹, Andreas Nuber¹, Christoph Schmidt¹ [¹Wölfel Engineering GmbH + Co. KG]
Reliability, Verification and Validation
Chair:					Location:
Fabio Casciato & Tyler Tallman					380-380X
TIME	THURSDAY, SEPTEMBER 12				SUMBISSION ID
13:30 ~ 13:50	Sensor Reliability in Extreme Environments for Asset monitoring				547
	Howard Chung¹, Franklin Li¹, Taru Singhal¹ [¹Acellent Technologies]
13:50 ~ 14:10	Validating Accelerometers for Rotating Machinery in Structural Health Monitoring Applications				16
	Theresa Loss¹, Oliver Gerler², Alexander Bergmann¹ [¹Graz University of Technology, ²eologix sensor technology gmbh, Graz]
14:10 ~ 14:30	Evaluation of Structural Health Monitoring Sensors During Fatigue Loading at Room Temperature				99
	Shashank Pant¹, David Backman¹, Peter Keum¹, Marcias Martinez², P. Patnaik ¹ [¹National Research Council Canada, ²Clarkson University]
14:30 ~ 14:50	Estimation of Remaining Life of the Orthotropic Deck of a Bridge Exposed to Extreme Traffic and Wind Actions				178
	Mariia Nesterova¹, Franziska Schmidt¹, Christian Soize² [¹IFSTTAR, ²Universite Paris-Est]
14:50 ~ 15:10	Reliability of Lamb Wave SHM Systems: Influence of Hydrostatic Pressure, Mechanical Loading and Fatigue on the Value of a Damage Index				370
	Lucas Dorneles¹, Henrique Oliveira¹, Thomas Clarke¹, Fernando Dotta², André Tamba², Ricardo Rulli² [¹Federal University of Rio Grande do Sul (UFRGS), ²Embraer S.A.]
15:10 ~ 15:30	Strategy for In-Situ Determination of Autogenous Self Healing Capacity Through Limited Measurements				39
	Avik Kumar DAS¹, Christopher K Y LEUNG¹ [¹Hong Kong University of Science and Technology]
SPECIAL SESSION Seismic Structural Health Monitoring for Civil Structures I
Chair:					Location:
Maria Limongelli &  Mehmet Celebi					Hewlett 102
TIME	THURSDAY, SEPTEMBER 12				SUMBISSION ID
13:30 ~ 13:50	Identification of Sparse Damage in Steel-Frame				326
	Filippos Filippitzis¹, Monica Kohler¹, Thomas H. Heaton¹ [¹California Institute of Technology]
13:50 ~ 14:10	An Intelligent Wireless System for Real-Time Seismic Monitoring of Civil Infrastructure				76
	Yuguang Fu¹, Tu Hoang¹, Kirill Mechitov¹, Jong R. Kim², Billie F. Spencer, Jr.¹ [¹University of Illinois at Urbana-Champaign, ²Nazarbayev University]
14:10 ~ 14:30	Nonlinear Seismic Response Reconstruction in Minimally Instrumented Buildings - Validation using NEESWood Capstone Full-Scale Tests				7
	Milad Roohi¹, Eric M. Hernandez¹, David Rosowsky¹ [¹University of Vermont]
14:30 ~ 14:50	Seismic Monitoring of Cable-Stayed Bridge using Wireless Sensor Network				198
	Dionysius Siringoringo¹, Yozo Fujino¹, Makoto Suzuki², Vaibhav Mehta¹ [¹Yokohama National University, ²The University of Tokyo]
14:50 ~ 15:10	Comparison of Indicators of Damage Location Based on Information Gain				95
	Pier Francesco Giordano¹, Maria Pina Limongelli¹ [¹Politecnico di Milano]
15:10 ~ 15:30	Estimating Damage Level in Reinforced Concrete Structures Based on the Detection of High-Frequency Transients				120
	Aleksandar Zhelyazkov¹, Peter Furtner², Helmut Wenzel³, Daniele Zonta⁴ [¹University of Trento, ²Vienna Consulting Engineers GmbH, ³Wenzel Consulting Engineers GmbH, ⁴University of Strathclyde]
Civil Structures V
Chair:					Location:
Monica Kohler					380-380C
TIME	THURSDAY, SEPTEMBER 12				SUMBISSION ID
15:50 ~ 16:10	Geothermal Power: Monitoring the Building Response During Installation				69
	Fabio Casciati¹, Sara Casciati², Alessandro Colnaghi², Lucia Faravelli¹ [¹University of Pavia, ²SIART srl ]
16:10 ~ 16:30	Experimental Verification of the Eddy-Current Inerter System with Cable Bracing for Seismic Mitigation				57
	Songtao Xue¹, Xinlei Ban¹, Liyu Xie¹ [¹Tongji University]
16:30 ~ 16:50	Application of Image Recognition Technology to Sound Spectrogram of Impact-Echo Method				66
	Hiroshi Shimbo¹, Toshiaki Mizobuchi¹, Jun-ichiro Nojima² [¹HOSEI University, ²J-Power Design]
16:50 ~ 17:10	Nonparametric Structural Mass and Hysteretic Behavior Simultaneous Identification using Limited Acceleration Measurement				353
	Bin Xu¹, Jing Li¹, Bai-Chuan Deng² [¹Huaqiao University, ²Hunan University]
17:10 ~ 17:30
Diagnostics IV
Chair:					Location:
Kay Smarsly					Hewlett 103
TIME	THURSDAY, SEPTEMBER 12				SUMBISSION ID
15:50 ~ 16:10	Bend Detection of Pipe using Guided Waves				507
	Xin Zhang¹, Wensong Zhou¹, Hui Li¹ [¹Harbin Institute of Technology]
16:10 ~ 16:30	Structural Health Monitoring Systems Based on SH Wave Transducers Sparse Array and Phased Array				8
	Qiang Huan¹, Faxin Li¹ [¹Peking University]
16:30 ~ 16:50	Impact Index Method for Railway Catenary Short-wave Irregularity Evaluation				79
	Yuming Ding¹, Xiaodi Xu¹, Jinzhao Liu¹, Wenxuan Zhang¹ [¹China Academy of Railway Sciences]
16:50 ~ 17:10	A Large-scale and Lightweight Piezoelectric Sensor Network for Aircraft Smart Composite Skin				101
	Yu Wang¹, Lei Qiu¹, Yijie Luo¹, Rui Ding¹ [¹Nanjing University of Aeronautics and Astronautics]
17:10 ~ 17:30	Visual Analysis for PCA-Based Skin-Stringer Debonding of Composite Stiffened Panels				49
	Francesca Maria Pisano¹, Monica Ciminello¹, Fulvio Romano¹, Umberto Mercurio¹ [¹CIRA - Italian Aerospace Research Centre]
SPECIAL SESSION Guided Waves in Structures for SHM VII
Chair:					Location:
Wieslaw Ostachowicz & Wingkong Chiu					Hewlett 200
TIME	THURSDAY, SEPTEMBER 12				SUMBISSION ID
15:50 ~ 16:10	Multi-Scale and Multi-Physical-Field Coupling Simulation on Detection Mechanism of Aggregates Segregation in CCFST Using PZT Based Stress Wave Measurement				354
	Bin Xu¹, Hongbing Chen², Tianmin Zhou³ [¹Huaqiao University, ²Tsinghua University, ³University of Houston]
16:10 ~ 16:30	Effect of Temperature on Time Reversibility of Lamb Wave in Thin Plates with Surface-Bonded Piezoelectric Wafers				322
	Bhabagrahi Natha Sharma¹, Santosh Kapuria², A. Arockiarajan¹ [¹Indian Institute of Technology, Madras, ²Indian Institute of Technology Delhi]
16:30 ~ 16:50	Investigation of Acoustoelastic Guided Waves Subjected to an Inhomogeneous Prestress				155
	Peng Zuo¹, Zheng (David) Fan¹ [¹Nanyang Technological University]
16:50 ~ 17:10	Signal Domain Transform-Based Damage Imaging For the Complicated Structures				157
	Jian Cai¹, Zhiquan Zhou¹, Yi Wang¹, Bohang Xing¹, Yang Zhang¹ [¹Nanjing University of Aeronautics and Astronautics]
17:10 ~ 17:30	A Baseline-Free Fatigue Crack Detection Approach in Orthotropic Steel Deck using Ultrasonic Guided Waves				501
	Peng Wang¹, Wensong Zhou¹, Hui Li¹ [¹Harbin Institute of Technology]
SPECIAL SESSION Vision-based Studies for SHM V
Chair:					Location:
Mohammad Jahanshahi & Tom Druet					380-380F
TIME	THURSDAY, SEPTEMBER 12				SUMBISSION ID
15:50 ~ 16:10	Applying Computer Vision Technology to Health Monitoring for Underground Structure in a Landslide Area				4
	I-Hui Chen¹, Po-An Chen², Miau-Bin Su¹ [¹National Chung Hsing University, ²Soil and Water Conservation Bureau, COA]
16:10 ~ 16:30	An Attribute-Based Few-Shot Learning Framework for Structural Damage Classification				10
	Yang XU¹, Yuequan BAO¹, Hui LI¹ [¹Harbin Institute of Technology]
16:30 ~ 16:50	Pixel-Wise Crack Identification of Steel Box Girder by Fully Convolutional Network				61
	Yapeng Guo¹, Yang Xu¹, Shunlong Li¹ [¹Harbin Institute of Technology]
16:50 ~ 17:10	A DNN-Based Civil Structure Semantic Segmentation and Motion Information Identification Algorithm				129
	Jin Zhao¹, Hui Li¹ [¹Harbin Institute of Technology]
17:10 ~ 17:30	A Topology-Aware 3D Reconstruction Algorithm for Long-Span Cable-Stayed Bridges				253
	Fangqiao Hu¹, Hui Li¹ [¹Harbin Institute of Technology]
SPECIAL SESSION Structural Health Monitoring and Condition-based Maintenance of High-speed and Intercity Railways III
Chair:					Location:
Yiqing Ni  & Hua-Peng Chen					380-380W
TIME	THURSDAY, SEPTEMBER 12				SUMBISSION ID
15:50 ~ 16:10	A Bayesian Probabilistic Approach for Damage Detection of a Population of Nominally Identical Structures: Application to Railway Wheel Condition Assessment				190
	Qiu-Hu Zhang¹, Yi-Qing Ni¹, Lu Zhou¹ [¹Hong Kong Polytechnic University]
16:10 ~ 16:30	Application of Driving Recorder to Evaluate Rail Irregularity and Vehicle Swing				211
	Ching-Lung Liao¹, Sumei Wang², Yi-Qing Ni¹ [¹National Taiwan University, ²Hong Kong Polytechnic University]
16:30 ~ 16:50	Preliminary Study on Assessing Delaminated Cracks in Cement Asphalt Mortar Layer of High-speed Rail Track using Normalized Impact-Echo Method				336
	Chia-Chi Cheng¹, Yi Qing Ni², Keng-Tsang Hsu¹, Tai-Tung Wai² [¹Chaoyang University of Technology, ²The Hong Kong Polytechnic University, Hong Kong]
16:50 ~ 17:10	Real-Time Object Detection Based on R-FCN Network Under Structured Scene of High-Speed Railway				400
	Qiang Han¹, Shengchun Wang¹, Yue Fang¹, Peng Dai¹ [¹China Academy of Railway Sciences]
17:10 ~ 17:30	Damage Assessment of High-Speed EMU Train Axles via SHM Technology Based on PZT Sensor Networks				540
	JianYing Liang¹, Long Ma¹, Zeng-Ye Ju¹, Hui Wang¹, Zong-Zheng Wang¹ [¹CRRC Qingdao Sifang Co., Ltd.]
SPECIAL SESSION Nonlinear Acoustic and Ultrasonic Techniques for Structural Health Monitoring II
Chair:					Location:
Tribikram Kundu & Jingyu Huang					380-380D
TIME	THURSDAY, SEPTEMBER 12				SUMBISSION ID
15:50 ~ 16:10	Third Harmonic Shear Horizontal Waves for Material Microstructural Degradation Monitoring				55
	Fuzhen Wen¹, Shengbo Shan¹, Li Cheng¹ [¹The Hong Kong Polytechnic University]
16:10 ~ 16:30	Quantitative Characterization of Hypervelocity Debris Cloud-induced Pitting Damage in AL-Whipple Shields Using Nonlinear Ultrasonic Waves				92
	Wuxiong Cao¹, Pengyu Zhou¹, Kai Wang¹, Yafeng Wang¹, Runqiang Chi², Baojun Pang², Zhongqing Su¹ [¹The Hong Kong Polytechnic University, ²Harbin Institute of Technology]
16:30 ~ 16:50	Modeling and Experiments on Nonlinear Ultrasonic Guided Waves for Fatigue Crack Detection and Evaluation				393
	Yanfeng Shen¹, Junzhen Wang¹, Yiran Tian¹, Mingjing Cen¹ [¹Shanghai Jiao Tong University]
16:50 ~ 17:10	Nonlinear Ultrasonic Wave Spectroscopy for Detecting Local Defect Resonance Frequency in Delaminated GLARE Plate				261
	Subhankar Roy¹, Tanmoy Bose¹, Kishore Debnath¹ [¹National Institute of Technology Meghalaya]
17:10 ~ 17:30	Acoustic Emission Monitoring of Hydrogen Induced Cracking in Steel Structures				372
	Kaamil U.R.M. Shibly¹, Ángela Angulo², Shaker Janabi¹, Slim Soua³, Abderrazak Traidia¹, Ali Khadimallah² [¹Saudi Aramco, ²TWI Ltd, ³Fullagar Technologies Ltd]
Modelling, Simulation, and Digital Twins
Chair:					Location:
Li Cheng & Elizabeth Gregory					380-380Y
TIME	THURSDAY, SEPTEMBER 12				SUMBISSION ID
15:50 ~ 16:10	On the Integration of SHM and Digital Twin for the Fatigue Assessment of Naval Surface Ships				228
	Alysson Mondoro¹, Benjamin Grisso¹ [¹Naval Surface Warfare Center, Carderock Division]
16:10 ~ 16:30	Damage Localization via Model Updating using a Damage Distribution Function				195
	Marlene Bruns¹, Benedikt Hofmeister¹, Clemens Hübler¹, Raimund Rolfes¹ [¹Leibniz University Hannover]
16:30 ~ 16:50	Model Based Optimisation of Ultrasonic Corrosion Measurement				328
	Alexander Ballisat¹, Paul Wilcox², Anthony Croxford² [¹Centre For Modelling & Simulation, ²University of Bristol]
16:50 ~ 17:10	On the Reliability of Finite Element Models for the Training of Machine Learning Algorithms for Damage Detection in Bridges				236
	Mihai Adrian Bud¹, Mihai Nedelcu¹, Lucian Radu², Ionut Dragos Moldovan², Elói João Faria Figueiredo² [¹Technical University of Cluj-Napoca, ²Lusófona University]
17:10 ~ 17:30	A Novel Double Beam Element with Continuously Distributed Elastic Springs for Modelling De-bonds in Adhesively Bonded Joints				352
	Shweta Paunikar¹, Srinivasan Gopalakrishnan¹ [¹Indian Institute of Science]
SPECIAL SESSION Multifunctional Materials and Structures II
Chair:					Location:
Nathan Salowitz					Hewlett 101
TIME	THURSDAY, SEPTEMBER 12				SUMBISSION ID
15:50 ~ 16:10	Sensing Capabilities of Carbon Nanotube Reinforced Adhesive Films in Joints with Dissimilar Materials: An Approach from Coupon to Sub-Element Level				111
	Xoan Xosé Fernández Sánchez-Romate¹, Alberto Jiménez-Suárez¹, María Sánchez¹, Alfredo Güemes², Alejandro Ureña¹ [¹University Rey Juan Carlos, ²Universidad Politécnica de Madrid]
16:10 ~ 16:30	Self-Sensing 3D Printed Repair for Concrete Substrates				33
	Christos Vlachakis¹, Lorena Biondi¹, Jack McAlorum¹, Marcus Perry¹ [¹University of Strathclyde]
16:30 ~ 16:50	Tunable Hybrid Acoustic Metamaterials For Structural Health Monitoring				498
	Xiaodong Wu¹, Hailin Cao¹, Xiyuan Chen², Fu-kuo Chang² [¹Chongqing University, ²Stanford University]
16:50 ~ 17:10	Additively Manufactured Sensors for SHM of Composite Structures				492
	Benjamin Raju¹, Kishore Babu Kancherla¹, Dakshayini B Shankar¹, Nitin Balajee Ravi¹, Rushal Patil¹, Debiprosad Roy Mahapatra¹ [¹Indian Institute of Science]
17:10 ~ 17:30	A Flexible and Lightweight Impact Monitoring System with Ultra-low Power Consumption for Aircraft Smart Composite Skin				68
	Lei Qiu¹, Xiaodong Lin¹, Yu Wang¹, Shenfang Yuan¹, YongAn Huang² [¹Nanjing University of Aeronautics and Astronautics, ²Huazhong University of Science and Technology]
SPECIAL SESSION Probabilistic SHM II
Chair:					Location:
Daniele Zonta & Dimitri Goutaudier					380-380X
TIME	THURSDAY, SEPTEMBER 12				SUMBISSION ID
15:50 ~ 16:10	Assessing the Likelihood of Damage at the Start of a Structural Health Monitoring Campaign				124
	Matthew R. Jones¹, Tim J. Rogers¹, Nikolaos Dervilis¹, Keith Worden¹, Elizabeth J. Cross¹ [¹The University of Sheffield]
16:10 ~ 16:30	Experimental Validation of the Population-Form to Represent Nominally-Identical Systems				133
	L.A. Bull¹, N. Dervilis¹, K. Worden¹ [¹University of Sheffield]
16:30 ~ 16:50	Output-Only Identification of Loading and Modal Parameters in Dynamic Systems with Non-Gaussian Inputs				202
	Timothy J Rogers¹, Keith Worden¹, Robin S. Mills¹, Elizabeth J. Cross¹ [¹University of Sheffield]
16:50 ~ 17:10	On an Application of Probabilistic Risk Assessment to Structural Health Monitoring				215
	Aidan Hughes¹, Keith Worden¹, Robert Barthorpe¹ [¹The University of Sheffield]
17:10 ~ 17:30	A Decision Support System for Scour Management of Road and Railway Bridges Based on Bayesian Networks				543
	Andrea Maroni¹, Enrico Tubaldi¹, Dimitry Val², Hazel McDonald³, Stewart Lothian⁴, Oliver Riches⁵, Daniele Zonta¹ [¹University of Strathclyde, ²Heriot-Watt University, ³Transport Scotland, ⁴Network Rail Scotland Route, ⁵ARUP Scotland]
SPECIAL SESSION Seismic Structural Health Monitoring for Civil Structures II
Chair:					Location:
Maria Limongelli &  Mehmet Celebi					Hewlett 102
TIME	THURSDAY, SEPTEMBER 12				SUMBISSION ID
15:50 ~ 16:10	A Non-Parametric Approach Toward Structural Health Monitoring for Processing Big Data Collected from the Sensor Network				234
	Ramin Ghiasi¹, Mohammad Reza Ghasemi¹, Mohammad Noori², Wael Altabey³ [¹University of Sistan and Baluchestan, ²California Polytechnic State University and Southeast University, ³Alexandria University]
16:10 ~ 16:30	Seismic and Structural Health Monitoring Systems for Large Concrete Dams				280
	Sérgio Oliveira¹, André Alegre¹ [¹LNEC/DBB]
16:30 ~ 16:50	Seismic Structural Health Monitoring of a Six-story Wooden Building				290
	Toshihide Kashsima¹, Hiroto Nakagawa¹ [¹Building Research Institute]
16:50 ~ 17:10	Seismic Damage Identification for Bridges based on Transmissibility Function and Support Vector Machine				382
	Jianan Mi¹, Yixiao Zhang¹, Weifeng Liu¹, Lijun Liu¹ [¹Xiamen University]
17:10 ~ 17:30	In situ Distributed Strain Monitoring of a Small-Scale Reinforced Concrete Structure using Combined FBG/OFDR Fiber Optics Sensing for Assessment of its Seismic Degradation Mechanisms				409
	Sylvain MAGNE¹, Stéphane ROUGEAULT¹, Rudy DESMARCHELIER¹, Thierry CHAUDAT², Sandra VASIC², Fan WANG², Estelle Hervé-Secourgeon³, François VOLDOIRE⁴ [¹CEA LIST, ²CEA, ³ENS Paris-Saclay, ⁴EDF R&D]