國立虎尾科技大學 |

Model Validation and Uncertainty Quantification, Volume 3 = Proceedings of the 33rd IMAC, A Conference and Exposition on Structural Dynamics, 2015 /

Record Type:	Language materials, printed : Monograph/item
Title/Author:	Model Validation and Uncertainty Quantification, Volume 3/ edited by H. Sezer Atamturktur, Babak Moaveni, Costas Papadimitriou, Tyler Schoenherr.
Reminder of title:	Proceedings of the 33rd IMAC, A Conference and Exposition on Structural Dynamics, 2015 /
other author:	Atamturktur, H. Sezer.
Description:	IX, 372 p. 125 illus.online resource. :
Contained By:	Springer Nature eBook
Subject:	Quality control. -
Online resource:	https://doi.org/10.1007/978-3-319-15224-0
ISBN:	9783319152240

Model Validation and Uncertainty Quantification, Volume 3 = Proceedings of the 33rd IMAC, A Conference and Exposition on Structural Dynamics, 2015 /
Model Validation and Uncertainty Quantification, Volume 3Proceedings of the 33rd IMAC, A Conference and Exposition on Structural Dynamics, 2015 /[electronic resource] :edited by H. Sezer Atamturktur, Babak Moaveni, Costas Papadimitriou, Tyler Schoenherr. - 1st ed. 2015. - IX, 372 p. 125 illus.online resource. - Conference Proceedings of the Society for Experimental Mechanics Series,2191-5644. - Conference Proceedings of the Society for Experimental Mechanics Series,.

Experimental Validation of the Dual Kalman Filter for Online and Real-time State and Input Estimation -- Comparison of Uncertainty in Passive and Active Vibration Isolation -- Observation DOF's Optimization for Structural Forces Identification -- Nonlinear Structural Finite Element Model Updating using Batch Bayesian Estimation -- A Comparative Assessment of Nonlinear State Estimation Methods for Structural Health Monitoring -- Hierarchical Bayesian Model Updating for Probabilistic Damage Identification -- Nonlinear Structural Finite Element Model Updating Using Stochastic Filtering -- Dispersion-corrected, Operationally Normalized Stabilization Diagrams for Robust Structural Identification -- Online Damage Detection in Plates via Vibration Measurements -- Advanced Modal Analysis of Geometry Consistent Experimental Space-Time Databases in Nonlinear Structural Dynamics -- Comparison of Damage Classification Between Recursive Bayesian Model Selection and Support Vector Machine -- A Comparative Study of Mode Decomposition Techniques to Relate Dynamic Modes Identified Using Parametric and Non-Parametric Methods -- Comparison of Different Approaches for the Model-based Design of Experiments -- Sensitivity Analysis for Test Resource Allocation -- Predictive Validation of Dispersion Models Using a Data Partitioning Methodology -- Experimental Variability on Modal Characteristics of an In-situ Pump -- SICODYN Research Project: Variability and Uncertainty in Structural Dynamics -- Variability of a Bolted Assembly Through an Experimental Modal Analysis -- Bottom-up Calibration of an Industrial Pump Model: Toward a Robust Calibration Paradigm -- Model Validation in Scientific Computing: Considering Robustness to Non-Probabilistic Uncertainty in the Input Parameters -- Robust-optimal Design Using Multifidelity Models -- Robust Modal Test Design Under Epistemic Model Uncertainties -- Clustered Parameters of Calibrated Models when Considering Both Fidelity and Robustness -- Uncertainty Propagation Combining Robust Condensation and Generalized Polynomial Chaos Expansion -- Robust Updating of Operational Boundary Conditions of a Grinding Machine -- Impact of Numerical Model Verification and Validation within FAA Certification -- The Role of Model V&V in the Defining of Specifications -- A Perspective on the Integration of Verification and Validation Into the Decision Making Process -- A MCMC Method for Bayesian System Identification From Large Data Sets -- A MCMC Method for Bayesian System Identification From Large Data Sets -- Reducing MCMC Computational Cost With a Two Layered Bayesian Approach -- Comparison of FRF Correlation Techniques -- Improved Estimation of Frequency Response Covariance -- Cross Orthogonality Check for Structures With Closely Spaced Modes -- Modeling of an Instrumented Building Subjected to Different Ground Motions -- Calibration and Cross-Validation of a Car Component Model Using Repeated Testing -- Structural Dynamics Model Calibration and Validation of a Rectangular Steel Plate Structure -- Human Activity Recognition Using Multinomial Logistic Regression. .

Model Validation and Uncertainty Quantification, Volume 3. Proceedings of the 33rd IMAC, A Conference and Exposition on Balancing Simulation and Testing, 2015, 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.

ISBN: 9783319152240

Standard No.: 10.1007/978-3-319-15224-0doiSubjects--Topical Terms:

573723
Quality control.

LC Class. No.: TA169.7

Dewey Class. No.: 658.56

Model Validation and Uncertainty Quantification, Volume 3 = Proceedings of the 33rd IMAC, A Conference and Exposition on Structural Dynamics, 2015 /
LDR:05352nam a22004215i 4500 001 961387
003 DE-He213
005 20200704170227.0
007 cr nn 008mamaa
008 201211s2015 gw | s |||| 0|eng d
020 $a 9783319152240 $9 978-3-319-15224-0
024 7 $a 10.1007/978-3-319-15224-0 $2 doi
035 $a 978-3-319-15224-0
050 4 $a TA169.7
050 4 $a T55-55.3
072 7 $a TGPR $2 bicssc
072 7 $a TEC032000 $2 bisacsh
072 7 $a TGPR $2 thema
082 0 4 $a 658.56 $2 23
245 1 0 $a Model Validation and Uncertainty Quantification, Volume 3 $h [electronic resource] : $b Proceedings of the 33rd IMAC, A Conference and Exposition on Structural Dynamics, 2015 / $c edited by H. Sezer Atamturktur, Babak Moaveni, Costas Papadimitriou, Tyler Schoenherr.
250 $a 1st ed. 2015.
264 1 $a Cham : $b Springer International Publishing : $b Imprint: Springer, $c 2015.
300 $a IX, 372 p. 125 illus. $b online resource.
336 $a text $b txt $2 rdacontent
337 $a computer $b c $2 rdamedia
338 $a online resource $b cr $2 rdacarrier
347 $a text file $b PDF $2 rda
490 1 $a Conference Proceedings of the Society for Experimental Mechanics Series, $x 2191-5644
505 0 $a Experimental Validation of the Dual Kalman Filter for Online and Real-time State and Input Estimation -- Comparison of Uncertainty in Passive and Active Vibration Isolation -- Observation DOF's Optimization for Structural Forces Identification -- Nonlinear Structural Finite Element Model Updating using Batch Bayesian Estimation -- A Comparative Assessment of Nonlinear State Estimation Methods for Structural Health Monitoring -- Hierarchical Bayesian Model Updating for Probabilistic Damage Identification -- Nonlinear Structural Finite Element Model Updating Using Stochastic Filtering -- Dispersion-corrected, Operationally Normalized Stabilization Diagrams for Robust Structural Identification -- Online Damage Detection in Plates via Vibration Measurements -- Advanced Modal Analysis of Geometry Consistent Experimental Space-Time Databases in Nonlinear Structural Dynamics -- Comparison of Damage Classification Between Recursive Bayesian Model Selection and Support Vector Machine -- A Comparative Study of Mode Decomposition Techniques to Relate Dynamic Modes Identified Using Parametric and Non-Parametric Methods -- Comparison of Different Approaches for the Model-based Design of Experiments -- Sensitivity Analysis for Test Resource Allocation -- Predictive Validation of Dispersion Models Using a Data Partitioning Methodology -- Experimental Variability on Modal Characteristics of an In-situ Pump -- SICODYN Research Project: Variability and Uncertainty in Structural Dynamics -- Variability of a Bolted Assembly Through an Experimental Modal Analysis -- Bottom-up Calibration of an Industrial Pump Model: Toward a Robust Calibration Paradigm -- Model Validation in Scientific Computing: Considering Robustness to Non-Probabilistic Uncertainty in the Input Parameters -- Robust-optimal Design Using Multifidelity Models -- Robust Modal Test Design Under Epistemic Model Uncertainties -- Clustered Parameters of Calibrated Models when Considering Both Fidelity and Robustness -- Uncertainty Propagation Combining Robust Condensation and Generalized Polynomial Chaos Expansion -- Robust Updating of Operational Boundary Conditions of a Grinding Machine -- Impact of Numerical Model Verification and Validation within FAA Certification -- The Role of Model V&V in the Defining of Specifications -- A Perspective on the Integration of Verification and Validation Into the Decision Making Process -- A MCMC Method for Bayesian System Identification From Large Data Sets -- A MCMC Method for Bayesian System Identification From Large Data Sets -- Reducing MCMC Computational Cost With a Two Layered Bayesian Approach -- Comparison of FRF Correlation Techniques -- Improved Estimation of Frequency Response Covariance -- Cross Orthogonality Check for Structures With Closely Spaced Modes -- Modeling of an Instrumented Building Subjected to Different Ground Motions -- Calibration and Cross-Validation of a Car Component Model Using Repeated Testing -- Structural Dynamics Model Calibration and Validation of a Rectangular Steel Plate Structure -- Human Activity Recognition Using Multinomial Logistic Regression. .
520 $a Model Validation and Uncertainty Quantification, Volume 3. Proceedings of the 33rd IMAC, A Conference and Exposition on Balancing Simulation and Testing, 2015, 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.
650 0 $a Quality control. $3 573723
650 0 $a Reliability. $3 573603
650 0 $a Industrial safety. $3 568114
650 0 $a Aerospace engineering. $3 686400
650 0 $a Astronautics. $3 646219
650 0 $a Mechanics. $3 527684
650 0 $a Mechanics, Applied. $3 596630
650 1 4 $a Quality Control, Reliability, Safety and Risk. $3 671184
650 2 4 $a Aerospace Technology and Astronautics. $3 683885
650 2 4 $a Solid Mechanics. $3 1211586
700 1 $a Atamturktur, H. Sezer. $e editor. $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 1255768
700 1 $a Moaveni, Babak. $e editor. $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 1255769
700 1 $a Papadimitriou, Costas. $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 1109093
700 1 $a Schoenherr, Tyler. $e editor. $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 1255770
710 2 $a SpringerLink (Online service) $3 593884
773 0 $t Springer Nature eBook
776 0 8 $i Printed edition: $z 9783319152233
776 0 8 $i Printed edition: $z 9783319152257
776 0 8 $i Printed edition: $z 9783319386072
830 0 $a Conference Proceedings of the Society for Experimental Mechanics Series, $x 2191-5644 $3 1254724
856 4 0 $u https://doi.org/10.1007/978-3-319-15224-0
912 $a ZDB-2-ENG
912 $a ZDB-2-SXE
950 $a Engineering (SpringerNature-11647)
950 $a Engineering (R0) (SpringerNature-43712)