Model Validation and Uncertainty Quantification, Volume 3

Proceedings of the 37th IMAC, A Conference and Exposition on Structural Dynamics 2019

Robert Barthorpe

• Publisher: River Publishers
• Year: 2025
• eBook ISBN:
  9781040602676
• Topic: Technology & Engineering
• Index: Technology & Engineering

Model Validation and Uncertainty Quantification, Volume 3: Proceedings of the 37th IMAC, A Conference and Exposition on Structural Dynamics, 2019, the third volume of eight 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:

Inverse Problems and Uncertainty Quantification

Controlling Uncertainty
Validation of Models for Operating Environments

Model Validation & Uncertainty Quantification: Decision Making

Uncertainty Quantification in Structural Dynamics

Uncertainty in Early Stage Design

Computational and Uncertainty Quantification Tools.

Table of contents

• Cover
• Series Page
• Title Page
• Copyright Page
• Preface
• Contents
• Chapter 1 Nondestructive Consolidation Assessment of Historical Camorcanna Ceilings by Scanning Laser Doppler Vibrometry
• Chapter 2 The Need for Credibility Guidance for Analyses Quantifying Margin and Uncertainty
• Chapter 3 Failure Behaviour of Composites Under Both Vibration Loading and Environmental Conditions
• Chapter 4 Verification and Validation for a Finite Element Model of a Hyperloop Pod Space Frame
• Chapter 5 Investigating Nonlinearities in a Demo Aircraft Structure Under Sine Excitation
• Chapter 6 Sensor Placement for Multi-Fidelity Dynamics Model Calibration
• Chapter 7 Application of Cumulative Prospect Theory to Optimal Inspection Decision-Making for Ship Structures
• Chapter 8 Establishing an RMS von Mises Stress Error Bound for Random Vibration Analysis
• Chapter 9 A Neural Network Surrogate Model for Structural Health Monitoring of Miter Gates in Navigation Locks
• Chapter 10 Model Validation Strategy and Estimation of Response Uncertainty for a Bolted Structure with Model-Form Errors
• Chapter 11 Characteristic Analysis of Modified Dolly Test: A Sensitivity Study of Initial Conditions on Rollover Outcomes
• Chapter 12 Input Estimation of a Full-Scale Concrete Frame Structure with Experimental Measurements
• Chapter 13 Bayesian Estimation of Acoustic Emission Arrival Times for Source Localization
• Chapter 14 Quantification and Evaluation of Parameter and Model Uncertainty for Passive and Active Vibration Isolation
• Chapter 15 Bayesian Model Updating of a Five-Story Building Using Zero-Variance Sampling Method
• Chapter 16 Input Estimation and Dimension Reduction for Material Models
• Chapter 17 Augmented Sequential Bayesian Filtering for Parameter and Modeling Error Estimation of Linear Dynamic Systems
• Chapter 18 On-Board Monitoring of Rail Roughness via Axle Box Accelerations of Revenue Trains with Uncertain Dynamics
• Chapter 19 Bayesian Identification of a Nonlinear Energy Sink Device: Method Comparison
• Chapter 20 Calibration of a Large Nonlinear Finite Element Model of a Highway Bridge with Many Uncertain Parameters
• Chapter 21 Deep Unsupervised Learning for Condition Monitoring and Prediction of High Dimensional Data with Application on Windfarm SCADA Data
• Chapter 22 Influence of Furniture on the Modal Properties of Wooden Floors
• Chapter 23 Optimal Sensor Placement for Response Reconstruction in Structural Dynamics
• Chapter 24 Finite Element Model Updating Accounting for Modeling Uncertainty
• Chapter 25 Model-Based Decision Support Methods Applied to the Conservation of Musical Instruments: Application to an Antique Cello
• Chapter 26 Optimal Sensor Placement for Response Predictions Using Local and Global Methods
• Chapter 27 Incorporating Uncertainty in the Physical Substructure During Hybrid Substructuring
• Chapter 28 Applying Uncertainty Quantification to Structural Systems: Parameter Reduction for Evaluating Model Complexity
• Chapter 29 Non-unique Estimates in Material Parameter Identification of Nonlinear FE Models Governed by Multiaxial Material Models Using Unscented Kalman Filtering
• Chapter 30 On Key Technologies for Realising Digital Twins for Structural Dynamics Applications
• Chapter 31 Hygro-mechanical Modelling of Wood and Glutin-based Bond Lines of Wooden Cultural Heritage Objects
• Chapter 32 Modelling of Sympathetic String Vibrations in the Clavichord Using a Modal Udwadia-Kalaba Formulation
• Chapter 33 Modeling and Stochastic Dynamic Analysis of a Piezoelectric Shunted Rotating Beam
• Chapter 34 On Digital Twins, Mirrors and Virtualisations
• Chapter 35 Applications of Reduced Order and Surrogate Modeling in Structural Dynamics