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Model validation and uncertainty quantification.[electronic resource] :proceedings of the 34th IMAC, A Conference and Exposition on Structural Dynamics 2016 /Volume 3

紀錄類型:	書目-電子資源 : Monograph/item
杜威分類號:	690.21
書名/作者:	Model validation and uncertainty quantification. : proceedings of the 34th IMAC, A Conference and Exposition on Structural Dynamics 2016 // edited by Sez Atamturktur ... [et al.].
其他作者:	Atamturktur, Sez.
團體作者:	Clark Conference
出版者:	Cham : : Springer International Publishing :, 2016.
面頁冊數:	viii, 379 p. : : ill., digital ;; 24 cm.
Contained By:	Springer eBooks
標題:	Structural dynamics
標題:	Structural dynamics - Congresses. - Mathematical models
標題:	Civil engineering - Congresses.
標題:	Engineering.
標題:	Vibration, Dynamical Systems, Control.
標題:	Structural Mechanics.
標題:	Civil Engineering.
ISBN:	9783319297545
ISBN:	9783319297538
內容註:	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.
電子資源:	http://dx.doi.org/10.1007/978-3-319-29754-5

Model validation and uncertainty quantification.[electronic resource] :proceedings of the 34th IMAC, A Conference and Exposition on Structural Dynamics 2016 /Volume 3
Model validation and uncertainty quantification.proceedings of the 34th IMAC, A Conference and Exposition on Structural Dynamics 2016 /Volume 3[electronic resource] :edited by Sez Atamturktur ... [et al.]. - Cham :Springer International Publishing :2016. - viii, 379 p. :ill., digital ;24 cm. - Conference proceedings of the society for experimental mechanics series,2191-5644. - Conference proceedings of the society for experimental mechanics series..

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.

ISBN: 9783319297545

Standard No.: 10.1007/978-3-319-29754-5doiSubjects--Topical Terms:

137984
Structural dynamics

LC Class. No.: TA654

Dewey Class. No.: 690.21

Model validation and uncertainty quantification.[electronic resource] :proceedings of the 34th IMAC, A Conference and Exposition on Structural Dynamics 2016 /Volume 3
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