Model Validation and Uncertainty Quantification, Volume 3: Proceedings of the 38th IMAC, A Conference and Exposition on Structural Dynamics 2020

Front Matter ....Pages i-ix
 Variational Coupled Loads Analysis Using the Hybrid Parametric Variation Method  (Daniel C. Kammer, Paul Blelloch, Joel Sills)....Pages 1-18
 Bayesian Uncertainty Quantification in the Development of a New Vibration Absorber Technology  (Nicolas Brötz, Peter F. Pelz)....Pages 19-26
 Comparison of Complexity Measures for Structural Health Monitoring  (Hannah Donajkowski, Salma Leyasi, Gregory Mellos, Chuck R. Farrar, Alex Scheinker, Jin-Song Pei et al.)....Pages 27-39
 Selection of an Adequate Model of a Piezo-Elastic Support for Structural Control in a Beam Truss Structure  (Jonathan Lenz, Maximilian Schäffner, Roland Platz, Tobias Melz)....Pages 41-49
 Impact Load Identification for the DROPBEAR Setup Using a Finite Input Covariance (FIC) Estimator  (Peter Lander, Yang Wang, Jacob Dodson)....Pages 51-54
 Real-Time Digital Twin Updating Strategy Based on Structural Health Monitoring Systems  (Yi-Chen Zhu, David Wagg, Elizabeth Cross, Robert Barthorpe)....Pages 55-64
 On the Fusion of Test and Analysis  (Ibrahim A. Sever)....Pages 65-67
 Design of an Actuation Controller for Physical Substructures in Stochastic Real-Time Hybrid Simulations  (Nikolaos Tsokanas, B. Stojadinovic)....Pages 69-82
 Output-Only Nonlinear Finite Element Model Updating Using Autoregressive Process  (Juan Castiglione, Rodrigo Astroza, Saeed Eftekhar Azam, Daniel Linzell)....Pages 83-86
 Axle Box Accelerometer Signal Identification and Modelling  (Cyprien A. Hoelzl, Luis David Avendano Valencia, Vasilis K. Dertimanis, Eleni N. Chatzi, Marcel Zurkirchen)....Pages 87-92
 Kalman-Based Virtual Sensing for Improvement of Service Response Replication in Environmental Tests  (Silvia Vettori, Emilio Di Lorenzo, Roberta Cumbo, Umberto Musella, Tommaso Tamarozzi, Bart Peeters et al.)....Pages 93-106
 Virtual Sensing of Wheel Position in Ground-Steering Systems for Aircraft Using Digital Twins  (Mattia Dal Borgo, Stephen J. Elliott, Maryam Ghandchi Tehrani, Ian M. Stothers)....Pages 107-118
 Assessing Model Form Uncertainty in Fracture Models Using Digital Image Correlation  (Robin Callens, Matthias Faes, David Moens)....Pages 119-129
 Identification of Lack of Knowledge Using Analytical Redundancy Applied to Structural Dynamic Systems  (Jakob Hartig, Florian Hoppe, Daniel Martin, Georg Staudter, Tugrul Öztürk, Reiner Anderl et al.)....Pages 131-138
 A Structural Fatigue Monitoring Concept for Wind Turbines by Means of Digital Twins  (János Zierath, Sven-Erik Rosenow, Johannes Luthe, Andreas Schulze, Christiane Saalbach, Manuela Sander et al.)....Pages 139-142
 Damage Identification of Structures Through Machine Learning Techniques with Updated Finite Element Models and Experimental Validations  (Panagiotis Seventekidis, Dimitrios Giagopoulos, Alexandros Arailopoulos, Olga Markogiannaki)....Pages 143-154
 Modal Analyses and Meta-Models for Fatigue Assessment of Automotive Steel Wheels  (S. Venturini, E. Bonisoli, C. Rosso, D. Rovarino, M. Velardocchia)....Pages 155-163
 Towards the Development of a Digital Twin for Structural Dynamics Applications  (Paul Gardner, Mattia Dal Borgo, Valentina Ruffini, Yichen Zhu, Aidan Hughes)....Pages 165-179
 An Improved Optimal Sensor Placement Strategy for Kalman-Based Multiple-Input Estimation  (Lorenzo Mazzanti, Roberta Cumbo, Wim Desmet, Frank Naets, Tommaso Tamarozzi)....Pages 181-185
 Towards Population-Based Structural Health Monitoring, Part IV: Heterogeneous Populations, Transfer and Mapping  (Paul Gardner, Lawerence A. Bull, Julian Gosliga, Nikolaos Dervilis, Keith Worden)....Pages 187-199
 Feasibility Study of Using Low-Cost Measurement Devices for System Identification Using Bayesian Approaches  (Alejandro Duarte, Albert R. Ortiz)....Pages 201-208
 Kernelised Bayesian Transfer Learning for Population-Based Structural Health Monitoring  (Paul Gardner, Lawrence A. Bull, Nikolaos Dervilis, Keith Worden)....Pages 209-215
 Predicting System Response at Unmeasured Locations Using a Laboratory Pre-Test  (Randy Mayes, Luke Ankers, Phil Daborn)....Pages 217-221
 Robust Estimation of Truncation-Induced Numerical Uncertainty  (François Hemez)....Pages 223-232
 Fatigue Crack Growth Diagnosis and Prognosis for Damage-Adaptive Operation of Mechanical Systems  (Pranav M. Karve, Yulin Guo, Berkcan Kapusuzoglu, Sankaran Mahadevan, Mulugeta A. Haile)....Pages 233-236
 An Evolutionary Approach to Learning Neural Networks for Structural Health Monitoring  (Tharuka Devendra, Nikolaos Dervilis, Keith Worden, George Tsialiamanis, Elizabeth J. Cross, Timothy J. Rogers)....Pages 237-246
 Bayesian Solutions to State-Space Structural Identification  (Timothy J. Rogers, Keith Worden, Elizabeth J. Cross)....Pages 247-253
 Analyzing Propagation of Model Form Uncertainty for Different Suspension Strut Models  (Robert Feldmann, Maximilian Schäffner, Christopher M. Gehb, Roland Platz, Tobias Melz)....Pages 255-263
 Determining Interdependencies and Causation of Vibration in Aero Engines Using Multiscale Cross-Correlation Analysis  (Manu Krishnan, Ibrahim A. Sever, Pablo A. Tarazaga)....Pages 265-272
 Dynamic Data Driven Modeling of Aero Engine Response  (Manu Krishnan, Serkan Gugercin, Ibrahim Sever, Pablo Tarazaga)....Pages 273-278
 Nonlinear Model Updating Using Recursive and Batch Bayesian Methods  (Mingming Song, Rodrigo Astroza, Hamed Ebrahimian, Babak Moaveni, Costas Papadimitriou)....Pages 279-286
 Towards Population-Based Structural Health Monitoring, Part I: Homogeneous Populations and Forms  (Lawerence A. Bull, Paul A. Gardner, Julian Gosliga, Nikolaos Dervilis, Evangelos Papatheou, Andrew E. Maguire et al.)....Pages 287-302
 A Detailed Assessment of Model Form Uncertainty in a Load-Carrying Truss Structure  (Robert Feldmann, Christopher M. Gehb, Maximilian Schäffner, Alexander Matei, Jonathan Lenz, Sebastian Kersting et al.)....Pages 303-314
 Recursive Nonlinear Identification of a Negative Stiffness Device for Seismic Protection of Structures with Geometric and Material Nonlinearities  (Kalil Erazo, Satish Nagarajaiah)....Pages 315-322
 Adequate Mathematical Beam-Column Model for Active Buckling Control in a Tetrahedron Truss Structure  (Maximilian Schaeffner, Roland Platz, Tobias Melz)....Pages 323-332
 Site Characterization Through Hierarchical Bayesian Model Updating Using Dispersion and H/V Data  (Mehdi M. Akhlaghi, Mingming Song, Marshall Pontrelli, Babak Moaveni, Laurie G. Baise)....Pages 333-335
 BAYESIAN Inference Based Parameter Calibration of a Mechanical Load-Bearing Structure’s Mathematical Model  (Christopher M. Gehb, Roland Platz, Tobias Melz)....Pages 337-347
 Uncertainty Propagation in a Hybrid Data-Driven and Physics-Based Submodeling Method for Refined Response Estimation  (Bhavana Valeti, Shamim N. Pakzad)....Pages 349-359
 Adaptive Process and Measurement Noise Identification for Recursive Bayesian Estimation  (Konstantinos E. Tatsis, Vasilis K. Dertimanis, Eleni N. Chatzi)....Pages 361-364
 Effective Learning of Post-Seismic Building Damage with Sparse Observations  (Mohamadreza Sheibani, Ge Ou)....Pages 365-373
 Efficient Bayesian Inference of Miter Gates Using High-Fidelity Models  (Manuel A. Vega, Mukesh K. Ramancha, Joel P. Conte, Michael D. Todd)....Pages 375-382
 Two-Stage Hierarchical Bayesian Framework for Finite Element Model Updating  (Xinyu Jia, Omid Sedehi, Costas Papadimitriou, Lambros Katafygiotis, Babak Moaveni)....Pages 383-387
 Bayesian Nonlinear Finite Element Model Updating of a Full-Scale Bridge-Column Using Sequential Monte Carlo  (Mukesh K. Ramancha, Rodrigo Astroza, Joel P. Conte, Jose I. Restrepo, Michael D. Todd)....Pages 389-397
 Optimal Input Locations for Stiffness Parameter Identification  (Debasish Jana, Dhiraj Ghosh, Suparno Mukhopadhyay, Samit Ray-Chaudhuri)....Pages 399-403
 Modal Identification and Damage Detection of Railway Bridges Using Time-Varying Modes Identified from Train Induced Vibrations  (Ashish Pal, Astha Gaur, Suparno Mukhopadhyay)....Pages 405-411
 Test-Analysis Modal Correlation of Rocket Engine Structures in Liquid Hydrogen – Phase II  (Andrew M. Brown, Jennifer L. DeLessio)....Pages 413-430
 An Output-Only Bayesian Identification Approach for Nonlinear Structural and Mechanical Systems  (Satish Nagarajaiah, Kalil Erazo)....Pages 431-437