Computational Technology Resources - CSETS

M. Aghagholizadeh, F.N. Catbas, "A Review of Model Updating Methods for Civil Infrastructure Systems", in J. Kruis, Y. Tsompanakis and B.H.V. Topping, (Editors), "Computational Techniques for Civil and Structural Engineering", Saxe-Coburg Publications, Stirlingshire, UK, Chapter 4, pp 83-99, 2015. doi:10.4203/csets.38.4

Keywords: modelling, updating, calibration, finite element, monitoring, residual minimisation, Bayesian model updating, falsification methods, structural health monitoring.

Abstract

In this paper, the most common methods of model updating are reviewed. Model updating techniques can be categorized into two general types of deterministic model updating methods and probabilistic methods. Here residual minimization, Bayesian model updating and error domain model falsification methods are presented and reviewed. Each methods features and disadvantages are investigated and discussed.

With the emerging need for more realistic and accurate models for real life structures, the importance of better calibrated models is apparent. There are several methods to help reach this goal and each of them has their own benefits and capabilities. The results from this paper should help researchers in the field of finite element model updating to have better understanding of the methods. This study can help researchers to choose a method which is appropriate to their needs.

purchase the full-text of this chapter (price £20)

go to the previous chapter
go to the next chapter
return to the table of contents
return to the book description
purchase this book (price £95 +P&P)

	Computational & Technology Resources an online resource for computational, engineering & technology publications
	not logged in - login
Front Page Browse CCP CSETS CTR IJRT Other Authors Search Purchase Guide FAQ Contact us	Computational Science, Engineering & Technology Series ISSN 1759-3158 CSETS: 38 COMPUTATIONAL TECHNIQUES FOR CIVIL AND STRUCTURAL ENGINEERING Edited by: J. Kruis, Y. Tsompanakis and B.H.V. Topping Chapter 4 A Review of Model Updating Methods for Civil Infrastructure Systems M. Aghagholizadeh and F.N. Catbas Department of Civil, Environmental and Construction Engineering, University of Central Florida, Orlando, United States of America doi:10.4203/csets.38.4 purchase the full-text of this chapter Full Bibliographic Reference for this chapter M. Aghagholizadeh, F.N. Catbas, "A Review of Model Updating Methods for Civil Infrastructure Systems", in J. Kruis, Y. Tsompanakis and B.H.V. Topping, (Editors), "Computational Techniques for Civil and Structural Engineering", Saxe-Coburg Publications, Stirlingshire, UK, Chapter 4, pp 83-99, 2015. doi:10.4203/csets.38.4 Keywords: modelling, updating, calibration, finite element, monitoring, residual minimisation, Bayesian model updating, falsification methods, structural health monitoring. Abstract In this paper, the most common methods of model updating are reviewed. Model updating techniques can be categorized into two general types of deterministic model updating methods and probabilistic methods. Here residual minimization, Bayesian model updating and error domain model falsification methods are presented and reviewed. Each methods features and disadvantages are investigated and discussed. With the emerging need for more realistic and accurate models for real life structures, the importance of better calibrated models is apparent. There are several methods to help reach this goal and each of them has their own benefits and capabilities. The results from this paper should help researchers in the field of finite element model updating to have better understanding of the methods. This study can help researchers to choose a method which is appropriate to their needs. purchase the full-text of this chapter (price £20) go to the previous chapter go to the next chapter return to the table of contents return to the book description purchase this book (price £95 +P&P)
Back to top	©Civil-Comp Limited 2023 - terms & conditions