Model Validation and Uncertainty Quantification, Volume 3
Proceedings of the 34th IMAC, A Conference and Exposition on Structural Dynamics 2016
Published on 31. May 2018
Book
Paperback/Softback
VIII, 379 pages
978-3-319-80645-7 (ISBN)
Description
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. Th e collection presents early findings and case studies on fundamental and applied aspects of Structural Dynamics, including papers on: Uncertainty Quantifi cation & 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 Verifi cation & Validation Methods
More details
Series
Edition
Softcover reprint of the original 1st ed. 2016
Language
English
Place of publication
Cham
Switzerland
Publishing group
Springer International Publishing
Target group
Professional and scholarly
Illustrations
43 s/w Abbildungen, 215 farbige Abbildungen
VIII, 379 p. 258 illus., 215 illus. in color.
Dimensions
Height: 279 mm
Width: 210 mm
Thickness: 21 mm
Weight
943 gr
ISBN-13
978-3-319-80645-7 (9783319806457)
DOI
10.1007/978-3-319-29754-5
Schweitzer Classification
Other editions
Additional editions
Sez Atamturktur | Tyler Schoenherr | Babak Moaveni
Model Validation and Uncertainty Quantification, Volume 3
Proceedings of the 34th IMAC, A Conference and Exposition on Structural Dynamics 2016
Book
06/2016
Springer
€213.99
Shipment within 10-15 days
Persons
Dr. Sez Atamturktur is Associate Professor and Distinguished Professor of Intelligent Infrastructure at Clemson University, Clemson, SC, USA; Tyler Schoenherr is a Staff Engineer in the Engine Division of Kohler Company, Kohler, WI; Dr. Babak Moaveni isAssociate Professor in the Department of Civil and Environmental Engineering, Tufts University, Medford, MA; and Dr. Costas Papadimitriou is Professor of Structural Dynamics, Department of Mechanical Engineering, University of Thessaly, Thessaly, Greece.
Content
1 Bayesian Treatment of Spatially-Varying Parameter Estimation Problems via Canonical BUS.- 2 Bayesian System Identification 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 of Structure 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.- 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.- 19 From Model Calibration and Validation to Reliable Extrapolations.- 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.- 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 Cross-Validation 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.