Koopman analysis by the dynamic mode decomposition in wind engineering

CY Li, Z Chen, X Zhang, KT Tim, C Lin - Journal of Wind Engineering and …, 2023 - Elsevier
The Koopman theory, a concept to globally model nonlinear signals by a linear Hamiltonian,
has been at the frontier of fluid mechanics research for the last decade. Wind engineering …

The linear-time-invariance notion to the Koopman analysis: The architecture, pedagogical rendering, and fluid–structure association

CY Li, Z Chen, X Lin, AU Weerasuriya, X Zhang… - Physics of …, 2022 - pubs.aip.org
This work augments a Linear-Time-Invariance (LTI) notion to the Koopman analysis, finding
an invariant subspace on which consistent Koopman modes are expanded with fluid …

Flow prediction using dynamic mode decomposition with time-delay embedding based on local measurement

Y Yuan, K Zhou, W Zhou, X Wen, Y Liu - Physics of Fluids, 2021 - pubs.aip.org
We develop a method for the prediction of flow fields based on local particle image
velocimetry (PIV) measurement. High spatial resolution can be achieved by focusing PIV on …

Decoupling bi-directional fluid–structure interactions by the Koopman theory: Actualizing one-way subcases and the role of crosswind structure motion

Z Chen, Y Wang, S Wang, H Huang, KT Tse, CY Li… - Physics of …, 2022 - pubs.aip.org
We propose a novel thinking of decoupling bi-directional fluid–structure interactions (bi-FSI)
into simpler mono-directional components for analytical insights. The decoupling aims to …

[HTML][HTML] A parametric and feasibility study for data sampling of the dynamic mode decomposition: Spectral insights and further explorations

CY Li, Z Chen, TKT Tse, AU Weerasuriya, X Zhang… - Physics of …, 2022 - pubs.aip.org
The present work extends the parametric investigation on the sampling nuances of dynamic
mode decomposition (DMD) under Koopman analysis. Through turbulent wakes, the study …

The linear-time-invariance notion of the Koopman analysis. Part 2. Dynamic Koopman modes, physics interpretations and phenomenological analysis of the prism …

CY Li, Z Chen, KT Tim, AU Weerasuriya… - Journal of Fluid …, 2023 - cambridge.org
This serial work presents a linear-time-invariance (LTI) notion to the Koopman analysis,
finding consistent and physically meaningful Koopman modes and addressing a long …

Vortex shedding analysis of flows past forced-oscillation cylinder with dynamic mode decomposition

H Zhang, L Jia, S Fu, X Xiang, L Wang - Physics of Fluids, 2023 - pubs.aip.org
Direct numerical simulations are performed for flow past circular cylinders by the lattice
Boltzmann method coupled with immersed moving boundary method. By analyzing the flows …

Analysis of inflow conditions on the flow past a wall-mounted square cylinder with OpenFOAM

M Li, R Wang, X Guo, X Liu, L Wang - Computers & Fluids, 2024 - Elsevier
In this study, the flow mechanisms around wall-mounted structures was numerically
investigated using Large Eddy Simulation (LES). A comparison was made between the …

Investigation of the fluctuating velocity in a single-cell tornado-like vortex based on coherent structure extraction

H Zhang, H Wang, Z Xu, Z Liu, BC Khoo - Physics of Fluids, 2023 - pubs.aip.org
Fluctuating velocity plays an essential role in tornadic winds and the induced transient
loads, while its characteristics are rarely considered in existing tornado models. Based on …

Fluid–structure interaction on vibrating square prisms considering interference effects

Z Chen, Y Wang, S Wang, H Huang, K Yuan, S Li… - Physics of …, 2023 - pubs.aip.org
Existing research on interference effects predominantly focuses on rigid structures.
However, studies based on rigid models tend to overlook the feedback of structural motions …