A review on computational intelligence for identification of nonlinear dynamical systems

G Quaranta, W Lacarbonara, SF Masri - Nonlinear Dynamics, 2020 - Springer
This work aims to provide a broad overview of computational techniques belonging to the
area of artificial intelligence tailored for identification of nonlinear dynamical systems. Both …

[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 model updating through a hierarchical Bayesian modeling framework

X Jia, O Sedehi, C Papadimitriou… - Computer Methods in …, 2022 - Elsevier
A new time-domain probabilistic technique based on hierarchical Bayesian modeling (HBM)
framework is proposed for calibration and uncertainty quantification of hysteretic type …

Deep learning based seismic response prediction of hysteretic systems having degradation and pinching

T Kim, OS Kwon, J Song - Earthquake Engineering & Structural …, 2023 - Wiley Online Library
The response of a hysteretic system is determined not only by the instantaneous external
force but also by the loading history; thereby, a nonlinear time history analysis is needed for …

Experimental behavior of beam-column joints made with EAF concrete under cyclic loading

F Faleschini, L Hofer, MA Zanini, M dalla Benetta… - Engineering …, 2017 - Elsevier
This paper presents the results of an experimental campaign carried on exterior beam-
column joints made with recycled concrete, containing Electric Arc Furnace (EAF) slag as full …

Parameter identification of degrading and pinched hysteretic systems using a modified Bouc–Wen model

M Pelliciari, GC Marano, T Cuoghi… - Structure and …, 2018 - Taylor & Francis
Abstract The Bouc–Wen (BW) model is a successful differential equations model used to
describe a wide range of nonlinear hysteretic systems. However, it is unable to describe …

Phenomenological hysteretic model for corroded RC columns

KY Dai, XH Yu, DG Lu - Engineering Structures, 2020 - Elsevier
A phenomenological hysteretic model is developed for corroded RC columns in this study.
To this end, the test data of 77 corroded rectangular RC columns and 26 uncorroded ones …

Development and validation of new Bouc–Wen data-driven hysteresis model for masonry infilled RC frames

S Sirotti, M Pelliciari, F Di Trapani… - Journal of …, 2021 - ascelibrary.org
During the last years, several mechanics-based macromodels have been proposed to
assess the cyclic response of infilled RC frames. However, the uncertainties behind the …

A deep learning-based approach for the identification of a multi-parameter BWBN model

Z Li, M Noori, C Wan, B Yu, B Wang, WA Altabey - Applied Sciences, 2022 - mdpi.com
A restoring-force model is a versatile mathematical model that can describe the relationship
between the restoring force and the deformation obtained from a large number of …

Parameter identification and dynamic response analysis of a modified Prandtl–Ishlinskii asymmetric hysteresis model via least-mean square algorithm and particle …

T Wang, M Noori, WA Altabey… - Proceedings of the …, 2021 - journals.sagepub.com
Hysteresis is a nonlinear phenomenon observed in the dynamic response behavior of
numerous structural systems under high intensity cyclic or random loading, as well as in …