Model Validation and Uncertainty Quantification, Volume 3: Proceedings of the 35th IMAC, A Conference and Exposition on Structural Dynamics 2017

✍ Scribed by Robert Barthorpe, Roland Platz, Israel Lopez, Babak Moaveni, Costas Papadimitriou (eds.)

• Publisher: Springer International Publishing
• Year: 2017
• Tongue: English
• Leaves: 368
• Series: Conference Proceedings of the Society for Experimental Mechanics Series
• Edition: 1
• Category: Library

✦ Synopsis

Model Validation and Uncertainty Quantification, Volume 3: Proceedings of the 35^th 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

✦ Table of Contents

Front Matter....Pages i-ix
Lateral Vibration Attenuation of a Beam with Piezo-Elastic Supports Subject to Varying Axial Tensile and Compressive Loads....Pages 1-8
Correlation of Non-contact Full-Field Dynamic Strain Measurements with Finite Element Predictions....Pages 9-20
Nonlinear Prediction Surfaces for Estimating the Structural Response of Naval Vessels....Pages 21-28
A Case Study in Predictive Modeling Beyond the Calibration Domain....Pages 29-37
A Brief Overview of Code and Solution Verification in Numerical Simulation....Pages 39-50
Robust Optimization of Shunted Piezoelectric Transducers for Vibration Attenuation Considering Different Values of Electromechanical Coupling....Pages 51-59
Parameter Estimation and Uncertainty Quantification of a Subframe with Mass Loaded Bushings....Pages 61-76
Vibroacoutsic Modelling of Piano Soundboards through Analytical Approaches in Frequency and Time Domains....Pages 77-80
Combined Experimental and Numerical Investigation of Vibro-Mechanical Properties of Varnished Wood for Stringed Instruments....Pages 81-83
Towards Robust Sustainable System Design: An Engineering Inspired Approach....Pages 85-101
Linear Parameter-Varying (LPV) Buckling Control of an Imperfect Beam-Column Subject to Time-Varying Axial Loads....Pages 103-112
Quantification and Evaluation of Uncertainty in the Mathematical Modelling of a Suspension Strut Using Bayesian Model Validation Approach....Pages 113-124
Unsupervised Novelty Detection Techniques for Structural Damage Localization: A Comparative Study....Pages 125-132
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....Pages 133-144
Assessment of Uncertainty Quantification of Bolted Joint Performance....Pages 145-157
Sensitivity Analysis and Bayesian Calibration for 2014 Sandia Verification and Validation Challenge Problem....Pages 159-160
Non-probabilistic Uncertainty Evaluation in the Concept Phase for Airplane Landing Gear Design....Pages 161-169
Modular Analysis of Complex Systems with Numerically Described Multidimensional Probability Distributions....Pages 171-176
Methods for Component Mode Synthesis Model Generation for Uncertainty Quantification....Pages 177-188
Parameterization of Large Variability Using the Hyper-Dual Meta-model....Pages 189-208
Similitude Analysis of the Frequency Response Function for Scaled Structures....Pages 209-217
MPUQ-b: Bootstrapping Based Modal Parameter Uncertainty Quantification—Fundamental Principles....Pages 219-237
MPUQ-b: Bootstrapping Based Modal Parameter Uncertainty Quantification—Methodology and Application....Pages 239-254
Evaluation of Truck-Induced Vibrations for a Multi-Beam Highway Bridge....Pages 255-261
Innovations and Info-Gaps: An Overview....Pages 263-271
Bayesian Optimal Experimental Design Using Asymptotic Approximations....Pages 273-275
Surrogate-Based Approach to Calculate the Bayes Factor....Pages 277-281
Vibrational Model Updating of Electric Motor Stator for Vibration and Noise Prediction....Pages 283-293
A Comparison of Computer-Vision-Based Structural Dynamics Characterizations....Pages 295-301
Sequential Gauss-Newton MCMC Algorithm for High-Dimensional Bayesian Model Updating....Pages 303-314
Model Calibration with Big Data....Pages 315-322
Towards Reducing Prediction Uncertainties in Human Spine Finite Element Response: In-Vivo Characterization of Growth and Spine Morphology....Pages 323-329
Structural Damage Detection Using Convolutional Neural Networks....Pages 331-337
Experimental Model Validation of an Aero-Engine Casing Assembly....Pages 339-347
Damage Detection in Railway Bridges Under Moving Train Load....Pages 349-354
Multi-Fidelity Calibration of Input-Dependent Model Parameters....Pages 355-362
Empirically Improving Model Adequacy in Scientific Computing....Pages 363-369
Mixed Geometrical-Material Sensitivity Analysis for the Study of Complex Phenomena in Musical Acoustics....Pages 371-374
Experimental Examples for Identification of Structural Systems Using Degree of Freedom-Based Reduction Method....Pages 375-378

✦ Subjects

Vibration, Dynamical Systems, Control;Quality Control, Reliability, Safety and Risk;Characterization and Evaluation of Materials;Engineering Acoustics