[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 …

Hysteresis in engineering systems

M Noori, WA Altabey - Applied Sciences, 2022 - mdpi.com
2. Objectives The main objective of this proposed Special Issue is to collect contributions
from active researchers in the field of hysteresis and from structural, electrical, materials, and …

A deep ensemble learning-driven method for the intelligent construction of structural hysteresis models

Y Gu, X Lu, Y Xu - Computers & Structures, 2023 - Elsevier
Accurate force–deformation hysteretic models for structures, components, and materials are
essential for structural analysis. The development of an explicit mathematical model for …

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 …

A new neural network‐based model for hysteretic behavior of materials

GJ Yun, J Ghaboussi… - International Journal for …, 2008 - Wiley Online Library
Cyclic behavior of materials is complex and difficult to model. A combination of hardening
rules in classical plasticity is one possibility for modeling this complex material behavior …

Identification of nonlinear hysteretic parameters by enhanced response sensitivity approach

ZR Lu, R Yao, L Wang, J Liu - International Journal of Non-Linear …, 2017 - Elsevier
Hysteresis is a ubiquitous phenomenon describing the special nonlinear memory-based
relation between the input and the output in many physical systems. Identifying the hysteretic …

Classification and unified phenomenological modeling of complex uniaxial rate-independent hysteretic responses

N Vaiana, L Rosati - Mechanical Systems and Signal Processing, 2023 - Elsevier
The number and nature of hysteretic responses typically exhibited by mechanical systems
and materials are so huge that their modeling and identification are usually carried out on an …

An approach for hysteresis modeling based on shape function and memory mechanism

P Chen, XX Bai, LJ Qian… - IEEE/ASME Transactions …, 2018 - ieeexplore.ieee.org
This paper presents a shape function and memory mechanism based approach to design
the hysteresis models which are related to the behaviors of smart materials, such as …

An energy‐based vector hysteresis model for ferromagnetic materials

F Henrotte, A Nicolet, K Hameyer - COMPEL-The international journal …, 2006 - emerald.com
Purpose–Proposes a new quasi‐static vector hysteresis model based on an energy
approach, where dissipation is represented by a friction‐like force. Design/methodology …

Identification of 1D and 2D Preisach models for ferromagnets and shape memory alloys

A Ktena, DI Fotiadis, PD Spanos, A Berger… - International journal of …, 2002 - Elsevier
A least-squares parameter fitting procedure is used in conjunction with one-dimensional
(1D) and two-dimensional (2D) formulations of the Preisach formalism. The model can use …