Optimal design of electrical power distribution grid spacers using finite element method

SF Stefenon, LO Seman, BA Pavan… - IET Generation …, 2022 - Wiley Online Library
Spacers in the compact power distribution network are essential components for the support,
organization, and spacing of conductors. To improve the reliability of these components and …

Two-stage data-driven evolutionary optimization for high-dimensional expensive problems

H Zhen, W Gong, L Wang, F Ming… - IEEE transactions on …, 2021 - ieeexplore.ieee.org
Surrogate-assisted evolutionary algorithms (SAEAs) have been widely used for solving
complex and computationally expensive optimization problems. However, most of the …

[HTML][HTML] FEM updating for damage modeling of composite cylinders under radial compression considering the winding pattern

TV Lisbôa, JHS Almeida Jr, A Spickenheuer… - Thin-Walled …, 2022 - Elsevier
This work aims at developing a strategy to obtain damage evolution parameters of wound
cylinders to verify the influence of the winding pattern on them. First, a detailed description of …

A non-intrusive dynamic sensitivity-based substructure model updating method for nonlinear systems

Z Cao, H Wei, D Liang, Z Jia, J Yao, D Jiang - International Journal of …, 2023 - Elsevier
In nonlinear finite element model updating (FEMU), one of the main challenges is how to
improve the updating efficiency for large-scale structures. The computational time of …

From physics-based models to predictive digital twins via interpretable machine learning

MG Kapteyn, KE Willcox - arXiv preprint arXiv:2004.11356, 2020 - arxiv.org
This work develops a methodology for creating a data-driven digital twin from a library of
physics-based models representing various asset states. The digital twin is updated using …

Robust modal damping control for active flutter suppression

J Theis, H Pfifer, P Seiler - Journal of Guidance, Control, and Dynamics, 2020 - arc.aiaa.org
Flutter is an unstable oscillation caused by the interaction of aerodynamics and structural
dynamics. It is current practice to operate aircraft well below their open-loop flutter speed in …

Enhanced support vector machine-based moving regression strategy for response prediction and reliability estimation of complex structure

H Zhu, HK Hao, C Lu - Aerospace Science and Technology, 2024 - Elsevier
For predicting response property and estimating reliability level of complex structure,
enhanced support vector machine-based moving regression (MR-ESVM) strategy is …

Model updating of rotor system based on the adaptive Gaussian process model using unbalance response

J He, D Jiang, D Zhang, Z Tang, Q Fei - Journal of Sound and Vibration, 2024 - Elsevier
For predicting the dynamic responses of rotor system with high accuracy, an adaptive
Gaussian process model-based model updating method for rotor system using the …

Dual-drive collaboration surrogate-assisted evolutionary algorithm by coupling feature reduction and reconstruction

H Yu, Y Gong, L Kang, C Sun, J Zeng - Complex & Intelligent Systems, 2024 - Springer
Surrogate-assisted evolutionary algorithm (SAEA) prevails in the optimization of
computationally expensive problems. However, existing SAEAs confront low efficiency in the …

Geometric mistuning identification and finite element model updating methods for bladed disks

D Liang, Z Jia, Z Cao, Y Wu, R Zhang, J Fan… - Aerospace Science and …, 2022 - Elsevier
Dynamic analysis results of a blisk are sensitive to inevitable geometrical mistuning, and the
high-fidelity finite element model (FEM) of real blisk is of paramount importance to accurately …