Recovery in the wake of in-line axial-flow rotors
The flow around the rotor of an axial turbine, operating in the wake of an upstream one, is
resolved using large-eddy simulation on a cylindrical grid consisting of 3.8 billion points …
resolved using large-eddy simulation on a cylindrical grid consisting of 3.8 billion points …
Predictive and Stochastic Reduced Order Modelling of Wind Turbine Wake Dynamics
SJ Andersen, JP Murcia Leon - Wind Energy Science …, 2022 - wes.copernicus.org
This article presents a reduced order model of the highly turbulent wind turbine wake
dynamics. The model is derived using a database of Large Eddy Simulations (LES), which …
dynamics. The model is derived using a database of Large Eddy Simulations (LES), which …
Dynamic wind turbine wake reconstruction: A Koopman-linear flow estimator
A challenging topic arising in dynamic wind turbine wake is modeling, especially the low-
order approximation. The central problem is the fact that it has high-dimensional and …
order approximation. The central problem is the fact that it has high-dimensional and …
Large-eddy simulation of wakes of waked wind turbines
The wake dynamics of a wind turbine are influenced by the atmospheric turbulence and the
wake of its upwind turbine. In this work, we investigate the wake characteristics of a waked …
wake of its upwind turbine. In this work, we investigate the wake characteristics of a waked …
A reduced order modeling-based machine learning approach for wind turbine wake flow estimation from sparse sensor measurements
A comprehensive understanding of wind turbine wake characteristics is vital, particularly in
the context of expanding large offshore wind farms. Existing wake measurement techniques …
the context of expanding large offshore wind farms. Existing wake measurement techniques …
Similarities in the meandering of yawed rotor wakes
This study investigated the meandering of yawed wind turbine rotor wakes, focusing on the
similarities across different yaw angle scenarios. Spectrum analysis of velocity fluctuations …
similarities across different yaw angle scenarios. Spectrum analysis of velocity fluctuations …
Efficient flow reconstruction between dual tidal turbines: Large eddy simulation and reduced order modeling approach
CS Pant, J Grande, SH Frankel - Physics of Fluids, 2024 - pubs.aip.org
The present investigation seeks to analyze the fluid dynamics associated with tidal turbines
in the context of the EU (European Union) project NEMMO (The Next Evolution in Materials …
in the context of the EU (European Union) project NEMMO (The Next Evolution in Materials …
Optimization of aero-engine combustion chambers with the assistance of Hierarchical-Kriging surrogate model based on POD downscaling method
S Tong, Y Ma, M Guo, Y Tian, W Song, H Wang… - Advances in …, 2023 - Springer
In view of the long calculation cycle, high processing test and cost of the traditional aero-
engine combustion chamber design process, which restricts the engine optimization design …
engine combustion chamber design process, which restricts the engine optimization design …
Gappy POD 方法重构湍流数据的研究
李天一， 万敏平， 陈十一 - 力学学报, 2021 - lxxb.cstam.org.cn
Gappy POD 是一种基于本征正交分解(proper orthogonal decomposition, POD)
的数据重构方法. 本文研究了gappy POD 在湍流数据重构中的应用, 主要关注了以下两个因素的 …
的数据重构方法. 本文研究了gappy POD 在湍流数据重构中的应用, 主要关注了以下两个因素的 …
Toward understanding waked flow fields behind a wind turbine using proper orthogonal decomposition
This study proposes the use of an approach based on proper orthogonal decomposition
(POD) to explore reduced-order wake turbulence fields. Waked turbulence fields are first …
(POD) to explore reduced-order wake turbulence fields. Waked turbulence fields are first …