BAYESIAN Inference Based Parameter Calibration of a Mechanical Load-Bearing Structure’s Mathematical Model

[1]  Saltelli Andrea,et al.  Global Sensitivity Analysis: The Primer , 2008 .

[2]  C.M. Gehb,et al.  Bayesian Inference Based Parameter Calibration of the LuGre-Friction Model , 2020, Experimental Techniques.

[3]  Roland Platz,et al.  Global Load Path Adaption in a Simple Kinematic Load-Bearing Structure to Compensate Uncertainty of Misalignment Due to Changing Stiffness Conditions of the Structure's Supports Model Validation and Uncertainty Quantification , 2017 .

[4]  Olivier A. Bauchau,et al.  Efficient simulation of a dynamic system with LuGre friction , 2005 .

[5]  François M. Hemez,et al.  Uncertainty quantification in model verification and validation as applied to large scale historic masonry monuments , 2012 .

[6]  François M. Hemez,et al.  Simulating the dynamics of wind turbine blades: part I, model development and verification , 2011 .

[7]  Xingjian Wang,et al.  Dynamic Friction Parameter Identification Method with LuGre Model for Direct-Drive Rotary Torque Motor , 2016 .

[9]  De-Peng Liu,et al.  Parameter Identification for Lugre Friction Model using Genetic Algorithms , 2006, 2006 International Conference on Machine Learning and Cybernetics.

[10]  Laura Painton Swiler,et al.  Calibration, validation, and sensitivity analysis: What's what , 2006, Reliab. Eng. Syst. Saf..

[11]  Shashidhar Mallapur,et al.  Quantification and Evaluation of Uncertainty in the Mathematical Modelling of a Suspension Strut Using Bayesian Model Validation Approach , 2017 .

[12]  T. Bayes.  An essay towards solving a problem in the doctrine of chances , 2003 .

[13]  D. Higdon,et al.  Computer Model Calibration Using High-Dimensional Output , 2008 .

[14]  Yingchun Ren,et al.  Sparsity Preserving Discriminant Projections with Applications to Face Recognition , 2016 .

[15]  A. O'Hagan,et al.  Bayesian calibration of computer models , 2001 .

[16]  Zhang Wenjing,et al.  Parameter Identification of LuGre Friction Model in Servo System Based on Improved Particle Swarm Optimization Algorithm , 2006, 2007 Chinese Control Conference.

[17]  Keith Worden,et al.  Modelling Friction in a Nonlinear Dynamic System via Bayesian Inference , 2013 .

[18]  J. Nagel.  Bayesian techniques for inverse uncertainty quantification , 2017 .

[19]  Ralph T. Muehleisen,et al.  A GUIDE TO BAYESIAN CALIBRATION OF BUILDING ENERGY MODELS , 2014 .

[20]  Roland Platz,et al.  Non-probabilistic Uncertainty Evaluation in the Concept Phase for Airplane Landing Gear Design , 2017 .

[21]  François M. Hemez,et al.  Simulating the dynamics of wind turbine blades: part II, model validation and uncertainty quantification , 2013 .

[22]  Ralph C. Smith,et al.  Uncertainty Quantification: Theory, Implementation, and Applications , 2013 .

[23]  Tobias Melz,et al.  Active load path adaption in a simple kinematic load-bearing structure due to stiffness change in the structure's supports , 2016 .

[24]  Christopher Maximilian Gehb.  Uncertainty evaluation of semi-active load redistribution in a mechanical load-bearing structure , 2019 .