Data-driven modeling of the wake behind a wind turbine array

Compounded energy gains in collocated wind plants: Energy balance quantification and wake morphology description

(2020) Hawwa Kadum et al.   RENEWABLE ENERGY

Wind turbine partial wake merging description and quantification

(2020) Ryan Scott et al.   WIND ENERGY

Turbulence kinetic energy budget and conditional sampling of momentum, scalar, and intermittency fluxes in thermally stratified wind farms

(2019) Naseem Ali et al.   JOURNAL OF TURBULENCE

Multi-scale/fractal processes in the wake of a wind turbine array boundary layer

(2019) Naseem Ali et al.   JOURNAL OF TURBULENCE

Scale evolution, intermittency and fluctuation relations in the near-wake of a wind turbine array

(2019) Naseem Ali et al.   CHAOS SOLITONS & FRACTALS

Wind turbine wake intermittency dependence on turbulence intensity and pitch motion

(2019) Hawwa Kadum et al.   Journal of Renewable and Sustainable Energy

Wake modeling of wind turbines using machine learning

(2019) Zilong Ti et al.   APPLIED ENERGY

Linear predictors for nonlinear dynamical systems: Koopman operator meets model predictive control

(2018) Milan Korda et al.   AUTOMATICA

Koopman analysis of the long-term evolution in a turbulent convection cell

(2018) Dimitrios Giannakis et al.   JOURNAL OF FLUID MECHANICS

Anisotropy stress invariants of thermally stratified wind turbine array boundary layers using large eddy simulations

(2018) Naseem Ali et al.   Journal of Renewable and Sustainable Energy

A Data-Driven, Cooperative Approach for Wind Farm Control: A Wind Tunnel Experimentation

(2017) Jinkyoo Park et al.   Energies

Ergodic Theory, Dynamic Mode Decomposition, and Computation of Spectral Properties of the Koopman Operator

(2017) Hassan Arbabi et al.   SIAM JOURNAL ON APPLIED DYNAMICAL SYSTEMS

Chaos as an intermittently forced linear system

(2017) Steven L. Brunton et al.   Nature Communications

Data-driven spectral decomposition and forecasting of ergodic dynamical systems

(2017) Dimitrios Giannakis   APPLIED AND COMPUTATIONAL HARMONIC ANALYSIS

Structure functions, scaling exponents and intermittency in the wake of a wind turbine array

(2016) Naseem Ali et al.   Journal of Renewable and Sustainable Energy

Focused-based multifractal analysis of the wake in a wind turbine array utilizing proper orthogonal decomposition

(2016) Naseem Ali et al.   Journal of Renewable and Sustainable Energy

Wake to wake interaction of floating wind turbine models in free pitch motion: An eddy viscosity and mixing length approach

(2016) Stanislav Rockel et al.   RENEWABLE ENERGY

Dynamic Mode Decomposition with Control

(2016) Joshua L. Proctor et al.   SIAM JOURNAL ON APPLIED DYNAMICAL SYSTEMS

Experimental Study on Influence of Pitch Motion on the Wake of a Floating Wind Turbine Model

(2014) Stanislav Rockel et al.   Energies

Nonlinear Laplacian spectral analysis for time series with intermittency and low-frequency variability

(2012) D. Giannakis et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Experimental study of the horizontally averaged flow structure in a model wind-turbine array boundary layer

(2010) Raúl Bayoán Cal et al.   Journal of Renewable and Sustainable Energy