Model Validation and Uncertainty Quantification, Volume 3

Proceedings of the 34th IMAC, A Conference and Exposition on Structural Dynamics 2016

Sez Atamturktur, Tyler Schoenherr, Babak Moaveni, Costas Papadimitriou

• Publisher: River Publishers
• Year: 2025
• eBook ISBN:
  9781040602546
• Topic: Technology & Engineering
• Index: Technology & Engineering

Model Validation and Uncertainty Quantifi cation, Volume 3. Proceedings of the 34th IMAC, A Conference and Exposition on Dynamics of Multiphysical Systems: From Active Materials to Vibroacoustics, 2016, 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 Structural Dynamics, including papers on:
Uncertainty Quantification & Model Validation
Uncertainty Propagation in Structural Dynamics
Bayesian & Markov Chain Monte Carlo Methods
Practical Applications of MVUQ
Advances in MVUQ & Model Updating
Robustness in Design & Validation
Verification & Validation Methods.

Table of contents

• Cover
• Series Page
• Title Page
• Copyright Page
• Preface
• Table of Contents
• 1 Bayesian Treatment of Spatially-Varying Parameter Estimation Problems via Canonical BUS
• 2 Bayesian Modelling of Offshore Platforms
• 3 Bayesian Inference and RJMCMC in Structural Dynamics: On Experimental Data
• 4 Approximate Bayesian Computation by Subset Simulation for Parameter Inference of Dynamical Models
• 5 Determining Model Form Uncertainty of Reduced Order Models
• 6 Uncertainty Analysis of Mechanical Behavior of Functionally Graded Carbon Nanotube Composite Materials
• 7 Interval Uncertainty Analysis Using CANDECOMP/PARAFAC Decomposition
• 8 Uncertainty Quantification for Nonlinear Reduced-Order Elasto-Dynamics Computational Models
• 9 Estimating Noise Spectra for Data from an Instrumented Building
• 10 Uncertainties in an Application of Operational Modal Analysis
• 11 Stochastic Finite Element Model Updating by Bootstrapping.
• 12 Dynamic Identification of Classically Damped Uncertain Structures
• 13 Interval Finite Element Approach for Modal Analysis of Linear Elastic Structures Under Uncertainty
• 14 Model-Based Effects Screening of Stringed Instruments
• 15 Innovation Dilemmas, Design Optimization, and Info-Gaps
• 16 Approach to Evaluate and to Compare Basic Structural Design Concepts of Landing Gears in Early Stage of Development Under Uncertainty
• 17 Robust Sensor and Exciter Design for Linear Structures
• 18 Robust Model Calibration Using Determinist and Stochastic Performance Metrics
• 19 Designing a Mechanical Latch for Robust Performance
• 20 From Model Calibration and Validation to Reliable Extrapolations
• 21 Application of PCA-SVD Validation Metric to Develop Calibrated and Validated Structural Dynamic Models
• 22 An Enhanced Metropolis-Hastings Algorithm Based on Gaussian Processes
• 23 The Challenge of Dynamic Similarity Assessment
• 24 Model Based Robust Balancing Approach for Rotating Machines
• 25 Statistical Modeling of Wavelet-Transform-Based Features in Structural Health Monitoring
• 26 A Bayesian Framework for Optimal Experimental Design in Structural Dynamics
• 27 Towards the Diagnosis and Simulation of Discrepancies in Dynamical Models
• 28 Effects of Prediction Error Bias on Model Calibration and Response Prediction of a 10-Story Building.
• 29 Finite Element Model Updating Techniques of Complex Assemblies with Linear and Nonlinear Components
• 30 Metamodeling of Model Evidence
• 31 Calibration, Validation and Uncertainty Quantification of Nominally Identical Car Subframes
• 32 Modeling and Experimental Test Study of a Multilayer Piezoelectric Actuator
• 33 Study of Correlation Criteria for Spacecraft-Launch Vehicle Coupled Loads Analysis
• 34 Full-Field Strain Prediction Applied to an Offshore Wind Turbine
• 35 A State-Input Estimation Approach for Force Identification on an Automotive Suspension Component
• 36 A Pretest Planning Method for Model Calibration for Nonlinear Systems