Probabilistic Finite Element Model Updating Using Bayesian Statistics

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Probabilistic Finite Element Model Updating Using Bayesian Statistics

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Author : Tshilidzi Marwala
language : en
Publisher:
Release Date : 2017

Probabilistic Finite Element Model Updating Using Bayesian Statistics written by Tshilidzi Marwala and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017 with categories.

Résumé : Essential reading for researchers, practitioners and students in mechanical and aerospace engineering, this book covers probabilistic finite element model updating, achieved using Bayesian statistics. --

Probabilistic Finite Element Model Updating Using Bayesian Statistics

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Author : Tshilidzi Marwala
language : en
Publisher: John Wiley & Sons
Release Date : 2016-09-23

Probabilistic Finite Element Model Updating Using Bayesian Statistics written by Tshilidzi Marwala and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-09-23 with Technology & Engineering categories.

Probabilistic Finite Element Model Updating Using Bayesian Statistics: Applications to Aeronautical and Mechanical Engineering Tshilidzi Marwala and Ilyes Boulkaibet, University of Johannesburg, South Africa Sondipon Adhikari, Swansea University, UK Covers the probabilistic finite element model based on Bayesian statistics with applications to aeronautical and mechanical engineering Finite element models are used widely to model the dynamic behaviour of many systems including in electrical, aerospace and mechanical engineering. The book covers probabilistic finite element model updating, achieved using Bayesian statistics. The Bayesian framework is employed to estimate the probabilistic finite element models which take into account of the uncertainties in the measurements and the modelling procedure. The Bayesian formulation achieves this by formulating the finite element model as the posterior distribution of the model given the measured data within the context of computational statistics and applies these in aeronautical and mechanical engineering. Probabilistic Finite Element Model Updating Using Bayesian Statistics contains simple explanations of computational statistical techniques such as Metropolis-Hastings Algorithm, Slice sampling, Markov Chain Monte Carlo method, hybrid Monte Carlo as well as Shadow Hybrid Monte Carlo and their relevance in engineering. Key features: Contains several contributions in the area of model updating using Bayesian techniques which are useful for graduate students. Explains in detail the use of Bayesian techniques to quantify uncertainties in mechanical structures as well as the use of Markov Chain Monte Carlo techniques to evaluate the Bayesian formulations. The book is essential reading for researchers, practitioners and students in mechanical and aerospace engineering.

A Probabilistic Approach To Model Update

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Author :
language : en
Publisher:
Release Date : 2001

A Probabilistic Approach To Model Update written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2001 with categories.

Probabilistic Model Updating And Variability Assessment In Blast Event Simulations

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Author : Jiulong Sun
language : en
Publisher:
Release Date : 2005

Probabilistic Model Updating And Variability Assessment In Blast Event Simulations written by Jiulong Sun and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2005 with categories.

Structural Health Monitoring Research And Applications

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Author : Wing Kong Chiu
language : en
Publisher: Trans Tech Publications Ltd
Release Date : 2013-06-27

Structural Health Monitoring Research And Applications written by Wing Kong Chiu and has been published by Trans Tech Publications Ltd this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-06-27 with Technology & Engineering categories.

Selected, peer reviewed papers from the 4th Asia-Pacific Workshop on Structural Health Monitoring, December 5-7, 2012, Melbourne, Australia

Aiaa Journal

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Author : American Institute of Aeronautics and Astronautics
language : en
Publisher:
Release Date : 2001

Aiaa Journal written by American Institute of Aeronautics and Astronautics and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2001 with Aeronautics categories.

Journal Of Engineering Mechanics

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Author :
language : en
Publisher:
Release Date : 2004

Journal Of Engineering Mechanics written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2004 with Mechanics, Applied categories.

Mechanics

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Author :
language : en
Publisher:
Release Date : 2001

Mechanics written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2001 with Mechanics, Applied categories.

Proceedings Of The 16th International Modal Analysis Conference

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Author : Alfred L. Wicks
language : en
Publisher:
Release Date : 1998

Proceedings Of The 16th International Modal Analysis Conference written by Alfred L. Wicks and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1998 with Modal analysis categories.

International Aerospace Abstracts

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Author :
language : en
Publisher:
Release Date : 1999

International Aerospace Abstracts written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1999 with Aeronautics categories.