Model Validation and Uncertainty Quantification, Volume 3
Proceedings of the 34th IMAC, A Conference and Exposition on Structural Dynamics 2016
(Sprache: Englisch)
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...
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Klappentext zu „Model Validation and Uncertainty Quantification, Volume 3 “
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
Inhaltsverzeichnis zu „Model Validation and Uncertainty Quantification, Volume 3 “
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
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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.
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Autoren-Porträt
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.Bibliographische Angaben
- 2016, 1st ed. 2016, VIII, 379 Seiten, 215 farbige Abbildungen, Maße: 21,5 x 28,5 cm, Gebunden, Englisch
- Herausgegeben: Sez Atamturktur, Tyler Schoenherr, Babak Moaveni, Costas Papadimitriou
- Verlag: Springer, Berlin
- ISBN-10: 3319297538
- ISBN-13: 9783319297538
- Erscheinungsdatum: 28.06.2016
Sprache:
Englisch
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