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© 2017

Model Validation and Uncertainty Quantification, Volume 3

Proceedings of the 35th IMAC, A Conference and Exposition on Structural Dynamics 2017

  • Robert Barthorpe
  • Roland Platz
  • Israel Lopez
  • Babak Moaveni
  • Costas Papadimitriou
Conference proceedings

Part of the Conference Proceedings of the Society for Experimental Mechanics Series book series (CPSEMS)

Table of contents

  1. Front Matter
    Pages i-ix
    PDF
  2. Lateral Vibration Attenuation of a Beam with Piezo-Elastic Supports Subject to Varying Axial Tensile and Compressive Loads
    Benedict Götz, Roland Platz, Tobias Melz
    Pages 1-8
  3. Correlation of Non-contact Full-Field Dynamic Strain Measurements with Finite Element Predictions
    Ibrahim A. Sever, Martyn Maguire, Jose V. Garcia
    Pages 9-20
  4. Nonlinear Prediction Surfaces for Estimating the Structural Response of Naval Vessels
    Alysson Mondoro, Mohamed Soliman, Dan M. Frangopol
    Pages 21-28
  5. A Case Study in Predictive Modeling Beyond the Calibration Domain
    Philip Graybill, Eyob Tarekegn, Ian Tomkinson, Kendra Van Buren, François Hemez, Scott Cogan
    Pages 29-37
  6. A Brief Overview of Code and Solution Verification in Numerical Simulation
    François Hemez
    Pages 39-50
  7. Robust Optimization of Shunted Piezoelectric Transducers for Vibration Attenuation Considering Different Values of Electromechanical Coupling
    Anja Kuttich, Benedict Götz, Stefan Ulbrich
    Pages 51-59
  8. Parameter Estimation and Uncertainty Quantification of a Subframe with Mass Loaded Bushings
    Mladen Gibanica, Thomas J. S. Abrahamsson
    Pages 61-76
  9. Vibroacoutsic Modelling of Piano Soundboards through Analytical Approaches in Frequency and Time Domains
    B. Trévisan, K. Ege, B. Laulagnet
    Pages 77-80
  10. Combined Experimental and Numerical Investigation of Vibro-Mechanical Properties of Varnished Wood for Stringed Instruments
    Sarah Louise Lämmlein, David Mannes, Francis Willis Mathew Schwarze, Ingo Burgert, Marjan Sedighi Gilani
    Pages 81-83
  11. Towards Robust Sustainable System Design: An Engineering Inspired Approach
    Mario Holl, Peter F. Pelz
    Pages 85-101
  12. Linear Parameter-Varying (LPV) Buckling Control of an Imperfect Beam-Column Subject to Time-Varying Axial Loads
    Maximilian Schaeffner, Roland Platz
    Pages 103-112
  13. Quantification and Evaluation of Uncertainty in the Mathematical Modelling of a Suspension Strut Using Bayesian Model Validation Approach
    Shashidhar Mallapur, Roland Platz
    Pages 113-124
  14. Unsupervised Novelty Detection Techniques for Structural Damage Localization: A Comparative Study
    Zilong Wang, Young-Jin Cha
    Pages 125-132
  15. Global Load Path Adaption in a Simple Kinematic Load-Bearing Structure to Compensate Uncertainty of Misalignment Due to Changing Stiffness Conditions of the Structure’s Supports
    Christopher M. Gehb, Roland Platz, Tobias Melz
    Pages 133-144
  16. Assessment of Uncertainty Quantification of Bolted Joint Performance
    Nedzad Imamovic, Mohammed Hanafi
    Pages 145-157
  17. Sensitivity Analysis and Bayesian Calibration for 2014 Sandia Verification and Validation Challenge Problem
    Ming Zhan, Qin-tao Guo, Lin Yue, Bao-qiang Zhang
    Pages 159-160
  18. Non-probabilistic Uncertainty Evaluation in the Concept Phase for Airplane Landing Gear Design
    Roland Platz, Benedict Götz
    Pages 161-169
  19. Modular Analysis of Complex Systems with Numerically Described Multidimensional Probability Distributions
    J. Stefan Bald
    Pages 171-176
  20. Methods for Component Mode Synthesis Model Generation for Uncertainty Quantification
    A. R. Brink, D. G. Tipton, J. E. Freymiller, B. L. Stevens
    Pages 177-188
  21. Parameterization of Large Variability Using the Hyper-Dual Meta-model
    Matthew S. Bonney, Daniel C. Kammer
    Pages 189-208
  22. Similitude Analysis of the Frequency Response Function for Scaled Structures
    Mohamad Eydani Asl, Christopher Niezrecki, James Sherwood, Peter Avitabile
    Pages 209-217
  23. MPUQ-b: Bootstrapping Based Modal Parameter Uncertainty Quantification—Fundamental Principles
    S. Chauhan, S. I. Ahmed
    Pages 219-237
  24. MPUQ-b: Bootstrapping Based Modal Parameter Uncertainty Quantification—Methodology and Application
    S. Chauhan
    Pages 239-254
  25. Evaluation of Truck-Induced Vibrations for a Multi-Beam Highway Bridge
    Kirk A. Grimmelsman, John B. Prader
    Pages 255-261
  26. Innovations and Info-Gaps: An Overview
    Yakov Ben-Haim, Scott Cogan
    Pages 263-271
  27. Bayesian Optimal Experimental Design Using Asymptotic Approximations
    Costas Argyris, Costas Papadimitriou
    Pages 273-275
  28. Surrogate-Based Approach to Calculate the Bayes Factor
    Ramin Madarshahian, Juan M. Caicedo
    Pages 277-281
  29. Vibrational Model Updating of Electric Motor Stator for Vibration and Noise Prediction
    M. Aguirre, I. Urresti, F. Martinez, G. Fernandez, S. Cogan
    Pages 283-293
  30. A Comparison of Computer-Vision-Based Structural Dynamics Characterizations
    Aral Sarrafi, Peyman Poozesh, Zhu Mao
    Pages 295-301
  31. Sequential Gauss-Newton MCMC Algorithm for High-Dimensional Bayesian Model Updating
    Majid K. Vakilzadeh, Anders Sjögren, Anders T. Johansson, Thomas J. S. Abrahamsson
    Pages 303-314
  32. Model Calibration with Big Data
    Guowei Cai, Sankaran Mahadevan
    Pages 315-322
  33. Towards Reducing Prediction Uncertainties in Human Spine Finite Element Response: In-Vivo Characterization of Growth and Spine Morphology
    E. S. Doughty, N. Sarigul-Klijn
    Pages 323-329
  34. Structural Damage Detection Using Convolutional Neural Networks
    Nur Sila Gulgec, Martin Takáč, Shamim N. Pakzad
    Pages 331-337
  35. Experimental Model Validation of an Aero-Engine Casing Assembly
    D. Di Maio, G. Ramakrishnan, Y. Rajasagaran
    Pages 339-347
  36. Damage Detection in Railway Bridges Under Moving Train Load
    Riya C. George, Johanna Posey, Aakash Gupta, Suparno Mukhopadhyay, Sudib K. Mishra
    Pages 349-354
  37. Multi-Fidelity Calibration of Input-Dependent Model Parameters
    G. N. Absi, S. Mahadevan
    Pages 355-362
  38. Empirically Improving Model Adequacy in Scientific Computing
    Sez Atamturktur, Garrison N. Stevens, D. Andrew Brown
    Pages 363-369
  39. Mixed Geometrical-Material Sensitivity Analysis for the Study of Complex Phenomena in Musical Acoustics
    R. Viala, V. Placet, S. Cogan
    Pages 371-374
  40. Experimental Examples for Identification of Structural Systems Using Degree of Freedom-Based Reduction Method
    Heejun Sung, Seongmin Chang, Maenghyo Cho
    Pages 375-378

About these proceedings

Introduction

Model Validation and Uncertainty Quantification, Volume 3:  Proceedings of the 35th IMAC, A Conference and Exposition on Structural Dynamics, 2017, the third volume of ten from the Conference brings together contributions to this important area of research and engineering.  The collection presents early findings and case studies on fundamental and applied aspects of Model Validation and Uncertainty Quantification, including papers on:

  • Uncertainty Quantification in Material Models
  • Uncertainty Propagation in Structural Dynamics
  • Practical Applications of MVUQ
  • Advances in Model Validation & Uncertainty Quantification: Model Updating
  • Model Validation & Uncertainty Quantification: Industrial Applications
  • Controlling Uncertainty
  • Uncertainty in Early Stage Design
  • Modeling of Musical Instruments
  • Overview of Model Validation and Uncertainty

Keywords

IMAC 2017 Proceedings Uncertainty Quantification in Material Models Uncertainty Propagation in Structural Dynamics Practical Applications of MVUQ Controlling Uncertainty Uncertainty in Early Stage Design Modeling of Musical Instruments Overview of Model Validation and Uncertainty

Editors and affiliations

  • Robert Barthorpe
    • 1
  • Roland Platz
    • 2
  • Israel Lopez
    • 3
  • Babak Moaveni
    • 4
  • Costas Papadimitriou
    • 5
  1. 1.University of SheffieldSheffieldUnited Kingdom
  2. 2.Fraunhofer Institute DarmstadtDarmstadtGermany
  3. 3.Lawrence Livermore National LaboratoryLivermoreUSA
  4. 4.Tufts UniversityMedfordUSA
  5. 5.University of ThessalyThessalyGreece

Bibliographic information

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