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Data-driven wind turbine wake modeling via probabilistic machine learning
Neural Computing and Applications
◽
10.1007/s00521-021-06799-6
◽
2022
◽
Author(s):
S. Ashwin Renganathan
◽
Romit Maulik
◽
Stefano Letizia
◽
Giacomo Valerio Iungo
Keyword(s):
Machine Learning
◽
Wind Turbine
◽
Data Driven
◽
Probabilistic Machine Learning
◽
Turbine Wake
◽
Wake Modeling
◽
Wind Turbine Wake
Download Full-text
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Data-Driven Wind Turbine Wake Decomposition and Evolution Analysis: A Frequency Characteristics-based Clustering Procedure
10.23919/ccc52363.2021.9549689
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2021
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Author(s):
Zhenyu Chen
◽
Zhongwei Lin
◽
Jizhen Liu
◽
Gengda Li
◽
Feng Hu
Keyword(s):
Wind Turbine
◽
Frequency Characteristics
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Data Driven
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Evolution Analysis
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Turbine Wake
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Evaluation of three potential machine learning algorithms for predicting the velocity and turbulence intensity of a wind turbine wake
Renewable Energy
◽
10.1016/j.renene.2021.11.097
◽
2021
◽
Author(s):
Shantanu Purohit
◽
E.Y.K. Ng
◽
Ijaz Fazil Syed Ahmed Kabir
Keyword(s):
Machine Learning
◽
Wind Turbine
◽
Turbulence Intensity
◽
Learning Algorithms
◽
Machine Learning Algorithms
◽
Turbine Wake
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Wind Turbine Wake
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Surrogate modeling a computational fluid dynamics-based wind turbine wake simulation using machine learning
2017 IEEE Symposium Series on Computational Intelligence (SSCI)
◽
10.1109/ssci.2017.8280844
◽
2017
◽
Cited By ~ 3
Author(s):
Brett Wilson
◽
Sarah Wakes
◽
Michael Mayo
Keyword(s):
Machine Learning
◽
Fluid Dynamics
◽
Computational Fluid Dynamics
◽
Wind Turbine
◽
Surrogate Modeling
◽
Turbine Wake
◽
Wind Turbine Wake
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An advanced method for wind turbine wake modeling
2018 Wind Energy Symposium
◽
10.2514/6.2018-0515
◽
2018
◽
Cited By ~ 1
Author(s):
Huseyin Ozdemir
◽
Edwin Bot
Keyword(s):
Wind Turbine
◽
Advanced Method
◽
Turbine Wake
◽
Wake Modeling
◽
Wind Turbine Wake
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Wind Turbine Wake Modeling-Possibilities with Actuator Line/Disc Approaches
Alternative Energy and Shale Gas Encyclopedia
◽
10.1002/9781119066354.ch12
◽
2016
◽
pp. 141-152
Author(s):
Stefan Ivanell
◽
Robert Mikkelsen
Keyword(s):
Wind Turbine
◽
Turbine Wake
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Wake Modeling
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Wind Turbine Wake
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A REVIEW OF WIND TURBINE WAKE MODELS FOR WIND PARK OPTIMIZATION
10.26678/abcm.cobem2019.cob2019-1109
◽
2019
◽
Author(s):
Antonio Neiva
◽
Vanessa Guedes
◽
Caio Leandro Suzano Massa
◽
Daniel Davy Bello de Freitas
Keyword(s):
Wind Turbine
◽
Wind Park
◽
Turbine Wake
◽
Wind Turbine Wake
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Wind turbine wake computation with the ST-VMS method, isogeometric discretization and multidomain method: II. Spatial and temporal resolution
Computational Mechanics
◽
10.1007/s00466-021-02025-1
◽
2021
◽
Author(s):
Takashi Kuraishi
◽
Fulin Zhang
◽
Kenji Takizawa
◽
Tayfun E. Tezduyar
Keyword(s):
Wind Turbine
◽
Temporal Resolution
◽
Isogeometric Discretization
◽
Turbine Wake
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Wind Turbine Wake
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Advancement of an analytical double-Gaussian full wind turbine wake model
Renewable Energy
◽
10.1016/j.renene.2021.02.078
◽
2021
◽
Author(s):
Aidan Keane
Keyword(s):
Wind Turbine
◽
Wake Model
◽
Turbine Wake
◽
Wind Turbine Wake
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A control-oriented large eddy simulation of wind turbine wake considering effects of Coriolis force and time-varying wind conditions
Energy
◽
10.1016/j.energy.2021.121876
◽
2022
◽
Vol 239
◽
pp. 121876
Author(s):
Guo-Wei Qian
◽
Yun-Peng Song
◽
Takeshi Ishihara
Keyword(s):
Large Eddy Simulation
◽
Wind Turbine
◽
Coriolis Force
◽
Time Varying
◽
Eddy Simulation
◽
Large Eddy
◽
Turbine Wake
◽
Wind Turbine Wake
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A hybrid actuator disc – Full rotor CFD methodology for modelling the effects of wind turbine wake interactions on performance
Renewable Energy
◽
10.1016/j.renene.2015.02.053
◽
2015
◽
Vol 80
◽
pp. 525-537
◽
Cited By ~ 16
Author(s):
D. Sturge
◽
D. Sobotta
◽
R. Howell
◽
A. While
◽
J. Lou
Keyword(s):
Wind Turbine
◽
Wake Interactions
◽
Actuator Disc
◽
Turbine Wake
◽
Hybrid Actuator
◽
Wind Turbine Wake
Download Full-text
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