[HTML][HTML] From model-driven to data-driven: A review of hysteresis modeling in structural and mechanical systems

T Wang, M Noori, WA Altabey, Z Wu, R Ghiasi… - … Systems and Signal …, 2023 - Elsevier
Hysteresis is a natural phenomenon that widely exists in structural and mechanical systems.
The characteristics of structural hysteretic behaviors are complicated. Therefore, numerous …

Nonlinear system identification in structural dynamics: 10 more years of progress

JP Noël, G Kerschen - Mechanical Systems and Signal Processing, 2017 - Elsevier
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 …

Dealing with uncertainty in model updating for damage assessment: A review

E Simoen, G De Roeck, G Lombaert - Mechanical Systems and Signal …, 2015 - Elsevier
In structural engineering, model updating is often used for non-destructive damage
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

RT Wu, MR Jahanshahi - Structural Health Monitoring, 2020 - journals.sagepub.com
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 …

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 …

Hierarchical Bayesian model updating for structural identification

I Behmanesh, B Moaveni, G Lombaert… - … Systems and Signal …, 2015 - Elsevier
A new probabilistic finite element (FE) model updating technique based on Hierarchical
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

Y Huang, C Shao, B Wu, JL Beck… - Advances in Structural …, 2019 - journals.sagepub.com
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 …

Bayesian inversion for finite fault earthquake source models I—Theory and algorithm

SE Minson, M Simons, JL Beck - Geophysical Journal …, 2013 - academic.oup.com
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 …

Vibration-based Bayesian model updating of an actual steel truss bridge subjected to incremental damage

X Zhou, CW Kim, FL Zhang, KC Chang - Engineering Structures, 2022 - Elsevier
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 …

A practical method for proper modeling of structural dam** in inelastic plane structural systems

F Zareian, RA Medina - Computers & structures, 2010 - Elsevier
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 …