Review of finite element model updating methods for structural applications

At the time of designing structures up to date, the density and magnitude of the load have increased, and the requirements for regulation have also become more stringent. To ensure the essential requirements, especially the mechanical resistance and stability, the numerical modelling of the structur...

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Bibliographic Details
Published in:Structures (Oxford) Vol. 41; pp. 684 - 723
Main Authors: Ereiz, Suzana, Duvnjak, Ivan, Fernando Jiménez-Alonso, Javier
Format: Journal Article
Language:English
Published: Elsevier Ltd 01.07.2022
Subjects:
Civil Engineering structures
Dynamic testing
Finite element model updating (FEMU)
Finite element modelling
Static testing
Structural Maintenance
Finite element model updating (FEMU)
Civil Engineering structures
Finite element modelling
Dynamic testing
Structural Maintenance
Static testing
ISSN:2352-0124, 2352-0124
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Abstract At the time of designing structures up to date, the density and magnitude of the load have increased, and the requirements for regulation have also become more stringent. To ensure the essential requirements, especially the mechanical resistance and stability, the numerical modelling of the structure is carried out according to the current regulations. Due to various assumptions, idealization, discretization, and parameterizations that are introduced numerical modelling, obtained numerical model may not always reflect the actual structural behavior. It is known that these structures have a hidden resistance that can be determined by combining experimental investigations (static or/and dynamic tests) and finite element model updating methods to minimize the differences between the actual and predicted structural behavior. This paper provides a review of the FEMU process and methods used and summarizes the FEMU approach to help future engineers to select the appropriate method for solving some discussed issues. First, the main terms important for understanding FEMU are introduced. The whole process of model updating is described step by step: selection of updating parameters (design variables), definition of the model updating problem, its solution using different FEMU methods. An overview of the following methods is given: sensitivity-based, maximum likelihood, non-probabilistic, probabilistic, response surface and regularization methods. Each of the method is presented with the corresponding mathematical background, implementation steps, and examples of studies from the literature.
AbstractList At the time of designing structures up to date, the density and magnitude of the load have increased, and the requirements for regulation have also become more stringent. To ensure the essential requirements, especially the mechanical resistance and stability, the numerical modelling of the structure is carried out according to the current regulations. Due to various assumptions, idealization, discretization, and parameterizations that are introduced numerical modelling, obtained numerical model may not always reflect the actual structural behavior. It is known that these structures have a hidden resistance that can be determined by combining experimental investigations (static or/and dynamic tests) and finite element model updating methods to minimize the differences between the actual and predicted structural behavior. This paper provides a review of the FEMU process and methods used and summarizes the FEMU approach to help future engineers to select the appropriate method for solving some discussed issues. First, the main terms important for understanding FEMU are introduced. The whole process of model updating is described step by step: selection of updating parameters (design variables), definition of the model updating problem, its solution using different FEMU methods. An overview of the following methods is given: sensitivity-based, maximum likelihood, non-probabilistic, probabilistic, response surface and regularization methods. Each of the method is presented with the corresponding mathematical background, implementation steps, and examples of studies from the literature.
Author Fernando Jiménez-Alonso, Javier
Duvnjak, Ivan
Ereiz, Suzana
Author_xml – sequence: 1
  givenname: Suzana
  surname: Ereiz
  fullname: Ereiz, Suzana
  organization: University of Zagreb, Faculty of Civil Engineering, Zagreb 10000, Croatia
– sequence: 2
  givenname: Ivan
  surname: Duvnjak
  fullname: Duvnjak, Ivan
  organization: University of Zagreb, Faculty of Civil Engineering, Zagreb 10000, Croatia
– sequence: 3
  givenname: Javier
  surname: Fernando Jiménez-Alonso
  fullname: Fernando Jiménez-Alonso, Javier
  organization: Universidad de Seville, Escuela Superior de Ingeniería, Seville 4109, Spain
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Keywords Finite element model updating (FEMU)
Civil Engineering structures
Finite element modelling
Dynamic testing
Structural Maintenance
Static testing
Language English
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Snippet At the time of designing structures up to date, the density and magnitude of the load have increased, and the requirements for regulation have also become more...
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SubjectTerms Civil Engineering structures
Dynamic testing
Finite element model updating (FEMU)
Finite element modelling
Static testing
Structural Maintenance
Title Review of finite element model updating methods for structural applications
URI https://dx.doi.org/10.1016/j.istruc.2022.05.041
Volume 41
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