[HTML][HTML] From model-driven to data-driven: A review of hysteresis modeling in structural and mechanical systems
Hysteresis is a natural phenomenon that widely exists in structural and mechanical systems.
The characteristics of structural hysteretic behaviors are complicated. Therefore, numerous …
The characteristics of structural hysteretic behaviors are complicated. Therefore, numerous …
Nonlinear system identification in structural dynamics: 10 more years of progress
Nonlinear system identification is a vast research field, today attracting a great deal of
attention in the structural dynamics community. Ten years ago, an MSSP paper reviewing …
attention in the structural dynamics community. Ten years ago, an MSSP paper reviewing …
Dealing with uncertainty in model updating for damage assessment: A review
In structural engineering, model updating is often used for non-destructive damage
assessment: by calibrating stiffness parameters of finite element models based on …
assessment: by calibrating stiffness parameters of finite element models based on …
Data fusion approaches for structural health monitoring and system identification: Past, present, and future
During the past decades, significant efforts have been dedicated to develop reliable
methods in structural health monitoring. The health assessment for the target structure of …
methods in structural health monitoring. The health assessment for the target structure of …
Bayesian system identification based on probability logic
JL Beck - Structural Control and Health Monitoring, 2010 - Wiley Online Library
Probability logic with Bayesian updating provides a rigorous framework to quantify modeling
uncertainty and perform system identification. It uses probability as a multi‐valued …
uncertainty and perform system identification. It uses probability as a multi‐valued …
Hierarchical Bayesian model updating for structural identification
A new probabilistic finite element (FE) model updating technique based on Hierarchical
Bayesian modeling is proposed for identification of civil structural systems under changing …
Bayesian modeling is proposed for identification of civil structural systems under changing …
State-of-the-art review on Bayesian inference in structural system identification and damage assessment
Bayesian inference provides a powerful approach to system identification and damage
assessment for structures. The application of Bayesian method is motivated by the fact that …
assessment for structures. The application of Bayesian method is motivated by the fact that …
Bayesian inversion for finite fault earthquake source models I—Theory and algorithm
The estimation of finite fault earthquake source models is an inherently underdetermined
problem: there is no unique solution to the inverse problem of determining the rupture …
problem: there is no unique solution to the inverse problem of determining the rupture …
Vibration-based Bayesian model updating of an actual steel truss bridge subjected to incremental damage
As the finite element (FE) model has become increasingly important in engineering, the
model updating method has also received much attention as a means of improving the …
model updating method has also received much attention as a means of improving the …
A practical method for proper modeling of structural dam** in inelastic plane structural systems
This study addresses some of the pitfalls of conventional numerical modeling of Rayleigh-
type dam** in inelastic structures. A practical modeling approach to solve these problems …
type dam** in inelastic structures. A practical modeling approach to solve these problems …