[HTML][HTML] 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 …
increased, and the requirements for regulation have also become more stringent. To ensure …
Structural damage detection using finite element model updating with evolutionary algorithms: a survey
Structural damage identification based on finite element (FE) model updating has been a
research direction of increasing interest over the last decade in the mechanical, civil …
research direction of increasing interest over the last decade in the mechanical, civil …
Railway bridge structural health monitoring and fault detection: State-of-the-art methods and future challenges
M Vagnoli, R Remenyte-Prescott… - Structural Health …, 2018 - journals.sagepub.com
Railway importance in the transportation industry is increasing continuously, due to the
growing demand of both passenger travel and transportation of goods. However, more than …
growing demand of both passenger travel and transportation of goods. However, more than …
Piezoelectric impedance-based high-accuracy damage identification using sparsity conscious multi-objective optimization inverse analysis
Two elements are essential in structural health monitoring utilizing dynamic responses:
response measurement with high-frequency contents, ie, small characteristic wavelengths …
response measurement with high-frequency contents, ie, small characteristic wavelengths …
Structural damage detection-oriented multi-type sensor placement with multi-objective optimization
JF Lin, YL Xu, SS Law - Journal of Sound and Vibration, 2018 - Elsevier
A structural damage detection-oriented multi-type sensor placement method with multi-
objective optimization is developed in this study. The multi-type response covariance …
objective optimization is developed in this study. The multi-type response covariance …
[PDF][PDF] CNN-based damage identification method of tied-arch bridge using spatial-spectral information
In the structural health monitoring field, damage detection has been commonly carried out
based on the structural model and the engineering features related to the model. However …
based on the structural model and the engineering features related to the model. However …
An effective damage identification procedure using model updating technique and multi-objective optimization algorithm for structures made of functionally graded …
D Dinh-Cong, T Nguyen-Thoi - Engineering with Computers, 2023 - Springer
The application of multi-objective optimization algorithms in the field of structural damage
identification has gained increasing attention in the past few years. Nevertheless, their …
identification has gained increasing attention in the past few years. Nevertheless, their …
A collaborative machine learning-optimization algorithm to improve the finite element model updating of civil engineering structures
Finite element model updating has become a key tool to improve the numerical modelling of
existing civil engineering structures, by adjusting the numerical response to the observed …
existing civil engineering structures, by adjusting the numerical response to the observed …
Sequential surrogate modeling for efficient finite element model updating
SS Jin, HJ Jung - Computers & structures, 2016 - Elsevier
Despite the numerous studies concerning finite element model updating (FEMU), a
challenging computational cost issue persists. Therefore, surrogate modeling has recently …
challenging computational cost issue persists. Therefore, surrogate modeling has recently …
Probabilistic damage detection using a new likelihood-free Bayesian inference method
Bayesian inference plays a vital role in Structural Health Monitoring (SHM) by assessing
structural integrity through probabilistic model updating using monitoring data. A crucial …
structural integrity through probabilistic model updating using monitoring data. A crucial …