Cluster-based probabilistic structure dynamical model of wind turbine wake

Intermittent event evaluation through a multifractal approach for variable density jets

(2021) Bianca Viggiano et al.   CHAOS SOLITONS & FRACTALS

Quantification of wake shape modulation and deflection for tilt and yaw misaligned wind turbines

(2021) Juliaan Bossuyt et al.   JOURNAL OF FLUID MECHANICS

Clustering sparse sensor placement identification and deep learning based forecasting for wind turbine wakes

(2021) Naseem Ali et al.   Journal of Renewable and Sustainable Energy

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

Cluster-based reduced-order descriptions of two phase flows

(2020) Naseem Ali et al.   CHEMICAL ENGINEERING SCIENCE

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

(2020) Naseem Ali et al.   Journal of Renewable and Sustainable Energy

Characterizing tilt effects on wind plants

(2020) Ryan Scott et al.   Journal of Renewable and Sustainable 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

Low-dimensional representations and anisotropy of model rotor versus porous disk wind turbine arrays

(2019) Elizabeth H. Camp et al.   Physical Review Fluids

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

Experimental data-based reduced-order model for analysis and prediction of flame transition in gas turbine combustors

(2019) Shivam Barwey et al.   COMBUSTION THEORY AND MODELLING

Classification of the Reynolds stress anisotropy tensor in very large thermally stratified wind farms using colormap image segmentation

(2019) Naseem Ali et al.   Journal of Renewable and Sustainable Energy

A novel wind power probabilistic forecasting approach based on joint quantile regression and multi-objective optimization

(2019) Jianming Hu et al.   RENEWABLE ENERGY

Sparsity enabled cluster reduced-order models for control

(2018) Eurika Kaiser et al.   JOURNAL OF COMPUTATIONAL PHYSICS

Quantification of Preferential Contribution of Reynolds Shear Stresses and Flux of Mean Kinetic Energy Via Conditional Sampling in a Wind Turbine Array

(2018)   JOURNAL OF FLUIDS ENGINEERING-TRANSACTIONS OF THE ASME

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 generalized framework for reduced-order modeling of a wind turbine wake

(2018) Nicholas Hamilton et al.   WIND ENERGY

Deep belief network based k-means cluster approach for short-term wind power forecasting

(2018) Kejun Wang et al.   ENERGY

An adaptive proper orthogonal decomposition method for model order reduction of multi-disc rotor system

(2017) Yulin Jin et al.   JOURNAL OF SOUND AND VIBRATION

Cluster-based reduced-order modelling of the wake stabilization mechanism behind a twisted cylinder

(2017) Zheng Wei et al.   JOURNAL OF WIND ENGINEERING AND INDUSTRIAL AERODYNAMICS

Turbulence and entrainment length scales in large wind farms

(2017) Søren J. Andersen et al.   PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES

A Data Mining Approach Combining $K$ -Means Clustering With Bagging Neural Network for Short-Term Wind Power Forecasting

(2017) Wenbin Wu et al.   IEEE Internet of Things Journal

Anisotropic character of low-order turbulent flow descriptions through the proper orthogonal decomposition

(2017) Nicholas Hamilton et al.   Physical Review Fluids

Weighted proper orthogonal decomposition of the swirling flow exiting the hydraulic turbine runner

(2016) D.A. Bistrian et al.   APPLIED MATHEMATICAL MODELLING

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

Low-order representations of the canonical wind turbine array boundary layer via double proper orthogonal decomposition

(2016) Nicholas Hamilton et al.   PHYSICS OF FLUIDS

Mean kinetic energy transport and event classification in a model wind turbine array versus an array of porous disks: Energy budget and octant analysis

(2016) Elizabeth H. Camp et al.   Physical Review Fluids

Cluster-based reduced-order modelling of the flow in the wake of a high speed train

(2015) Jan Östh et al.   JOURNAL OF WIND ENGINEERING AND INDUSTRIAL AERODYNAMICS

Cluster-based analysis of cycle-to-cycle variations: application to internal combustion engines

(2014) Yujun Cao et al.   EXPERIMENTS IN FLUIDS

Cluster-based reduced-order modelling of a mixing layer

(2014) Eurika Kaiser et al.   JOURNAL OF FLUID MECHANICS

Clustering methods of wind turbines and its application in short-term wind power forecasts

(2014) Yongqian Liu et al.   Journal of Renewable and Sustainable Energy

Identification of Markov process within a wind turbine array boundary layer

(2014) Matthew S. Melius et al.   Journal of Renewable and Sustainable Energy

Solution of the Fokker–Planck equation in a wind turbine array boundary layer

(2014) Matthew S. Melius et al.   PHYSICA D-NONLINEAR PHENOMENA

Large eddy simulation study of the kinetic energy entrainment by energetic turbulent flow structures in large wind farms

(2014) Claire VerHulst et al.   PHYSICS OF FLUIDS

Pseudo spectral analysis of the energy entrainment in a scaled down wind farm

(2014) A. Jensen Newman et al.   RENEWABLE ENERGY

Wind turbine boundary layer arrays for Cartesian and staggered configurations:Part II, low-dimensional representations via the proper orthogonal decomposition

(2014) Nicholas Hamilton et al.   WIND ENERGY

Large-Eddy Simulation of Wind-Turbine Wakes: Evaluation of Turbine Parametrisations

(2010) Yu-Ting Wu et al.   BOUNDARY-LAYER METEOROLOGY

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

Large eddy simulation study of fully developed wind-turbine array boundary layers

(2010) Marc Calaf et al.   PHYSICS OF FLUIDS