Koopman analysis by the dynamic mode decomposition in wind engineering
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 …
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
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 …
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 …
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
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 …
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
The present work extends the parametric investigation on the sampling nuances of dynamic
mode decomposition (DMD) under Koopman analysis. Through turbulent wakes, the study …
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 …
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 …
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 …
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
In this study, the flow mechanisms around wall-mounted structures was numerically
investigated using Large Eddy Simulation (LES). A comparison was made between the …
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
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 …
loads, while its characteristics are rarely considered in existing tornado models. Based on …
Fluid–structure interaction on vibrating square prisms considering interference effects
Existing research on interference effects predominantly focuses on rigid structures.
However, studies based on rigid models tend to overlook the feedback of structural motions …
However, studies based on rigid models tend to overlook the feedback of structural motions …