Machine Learning-Based Approach to Wind Turbine Wake Prediction under Yawed Conditions
出版年份 2023 全文链接
标题
Machine Learning-Based Approach to Wind Turbine Wake Prediction under Yawed Conditions
作者
关键词
-
出版物
Journal of Marine Science and Engineering
Volume 11, Issue 11, Pages 2111
出版商
MDPI AG
发表日期
2023-11-05
DOI
10.3390/jmse11112111
参考文献
相关参考文献
注意：仅列出部分参考文献，下载原文获取全部文献信息。- Yaw Optimisation for Wind Farm Production Maximisation Based on a Dynamic Wake Model
- (2023) Zhiwen Deng et al. Energies
- A new Gaussian analytical wake model validated by wind tunnel experiment and LiDAR field measurements under different turbulent flow
- (2023) Tengyuan Wang et al. ENERGY
- Prediction model for rice husk ash concrete using AI approach: Boosting and bagging algorithms
- (2023) Muhammad Nasir Amin et al. Structures
- Prediction of sustainable concrete utilizing rice husk ash (RHA) as supplementary cementitious material (SCM): Optimization and hyper-tuning
- (2023) Muhammad Nasir Amin et al. Journal of Materials Research and Technology-JMR&T
- Blade planform design optimization to enhance turbine wake control
- (2022) Jeffery Allen et al. WIND ENERGY
- Numerical investigation of the effect of spanwise length and mesh density on flow around cylinder at Re = 3900 using LES model
- (2022) Haider Ali et al. PLoS One
- Novel Machine-Learning Based Framework Using Electroretinography Data for the Detection of Early-Stage Glaucoma
- (2022) Mohan Kumar Gajendran et al. Frontiers in Neuroscience
- Research on Unsteady Wake Characteristics of the NREL 5MW Wind Turbine Under Yaw Conditions Based on a LBM-LES Method
- (2022) Feifei Xue et al. Frontiers in Energy Research
- Effects of blade number on the aerodynamic performance and wake characteristics of a small horizontal-axis wind turbine
- (2022) Hongfu Zhang et al. ENERGY CONVERSION AND MANAGEMENT
- Yaw-adjusted wind power curve modeling: A local regression approach
- (2022) Praanjal Nasery et al. RENEWABLE ENERGY
- Analytical solution for the cumulative wake of wind turbines in wind farms
- (2021) Majid Bastankhah et al. JOURNAL OF FLUID MECHANICS
- Automated detection of coronary artery disease, myocardial infarction and congestive heart failure using GaborCNN model with ECG signals
- (2021) V. Jahmunah et al. COMPUTERS IN BIOLOGY AND MEDICINE
- Investigation into Yaw Motion Influence of Horizontal-Axis Wind Turbine on Wake Flow Using LBM-LES
- (2021) Weimin Wu et al. Energies
- Modelling Yawed Wind Turbine Wakes: Extension of a Gaussian-Based Wake Model
- (2021) De-Zhi Wei et al. Energies
- IDDES simulation of the performance and wake dynamics of the wind turbines under different turbulent inflow conditions
- (2021) Guang Chen et al. ENERGY
- Impact of the wake deficit model on wind farm yield: A study of yaw-based control optimization
- (2021) Bartłomiej P. Rak et al. JOURNAL OF WIND ENGINEERING AND INDUSTRIAL AERODYNAMICS
- Evaluation of three potential machine learning algorithms for predicting the velocity and turbulence intensity of a wind turbine wake
- (2021) Shantanu Purohit et al. RENEWABLE ENERGY
- The influence of incoming turbulence on the dynamic modes of an NREL-5MW wind turbine wake
- (2021) Giovanni De Cillis et al. RENEWABLE ENERGY
- Wind Farm Yaw Optimization via Random Search Algorithm
- (2020) Jim Kuo et al. Energies
- Partial repowering analysis of a wind farm by turbine hub height variation to mitigate neighboring wind farm wake interference using mesoscale simulations
- (2020) Abdul Haseeb Syed et al. APPLIED ENERGY
- Experimental study on wind speeds in a complex-terrain wind farm and analysis of wake effects
- (2020) Haiying Sun et al. APPLIED ENERGY
- Optimization of wind turbine yaw angles in a wind farm using a three-dimensional yawed wake model
- (2020) Bingzheng Dou et al. ENERGY
- A review of full-scale wind-field measurements of the wind-turbine wake effect and a measurement of the wake-interaction effect
- (2020) Haiying Sun et al. RENEWABLE & SUSTAINABLE ENERGY REVIEWS
- Review of control strategy of large horizontal‐axis wind turbines yaw system
- (2020) Jian Yang et al. WIND ENERGY
- Wake model for horizontal-axis wind and hydrokinetic turbines in yawed conditions
- (2019) Bingzheng Dou et al. APPLIED ENERGY
- Numerical simulation of flow with large eddy simulation at Re = 3900
- (2019) Niaz B. Khan et al. INTERNATIONAL JOURNAL OF NUMERICAL METHODS FOR HEAT & FLUID FLOW
- Wind farm power optimization through wake steering
- (2019) Michael F. Howland et al. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA
- Wake steering via yaw control in multi-turbine wind farms: Recommendations based on large-eddy simulation
- (2019) Cristina L. Archer et al. Sustainable Energy Technologies and Assessments
- Wind-Turbine and Wind-Farm Flows: A Review
- (2019) Fernando Porté-Agel et al. BOUNDARY-LAYER METEOROLOGY
- Large-Eddy Simulation of Yawed Wind-Turbine Wakes: Comparisons with Wind Tunnel Measurements and Analytical Wake Models
- (2019) Mou Lin et al. Energies
- New analytical wake models based on artificial intelligence and rivalling the benchmark full-rotor CFD predictions under both uniform and ABL inflows
- (2019) Ijaz Fazil Syed Ahmed Kabir et al. ENERGY
- Dynamic wake steering and its impact on wind farm power production and yaw actuator duty
- (2019) Stoyan Kanev RENEWABLE ENERGY
- A New Analytical Wake Model for Yawed Wind Turbines
- (2018) Guo-Wei Qian et al. Energies
- Field investigation on the influence of yaw misalignment on the propagation of wind turbine wakes
- (2018) Marc Bromm et al. WIND ENERGY
- Effect of different atmospheric boundary layers on the wake characteristics of NREL phase VI wind turbine
- (2018) Ijaz Fazil Syed Ahmed Kabir et al. RENEWABLE ENERGY
- Wind farm multi-objective wake redirection for optimizing power production and loads
- (2017) Mike T. van Dijk et al. ENERGY
- Optimization of wind turbine layout position in a wind farm using a newly-developed two-dimensional wake model
- (2016) Xiaoxia Gao et al. APPLIED ENERGY
- Experimental and theoretical study of wind turbine wakes in yawed conditions
- (2016) Majid Bastankhah et al. JOURNAL OF FLUID MECHANICS
- Wake structure in actuator disk models of wind turbines in yaw under uniform inflow conditions
- (2016) Michael F. Howland et al. Journal of Renewable and Sustainable Energy
- Wind turbine wake models developed at the technical university of Denmark: A review
- (2016) Tuhfe Göçmen et al. RENEWABLE & SUSTAINABLE ENERGY REVIEWS
- Wake effect modeling: A review of wind farm layout optimization using Jensen׳s model
- (2016) Rabia Shakoor et al. RENEWABLE & SUSTAINABLE ENERGY REVIEWS
- Development and validation of a new two-dimensional wake model for wind turbine wakes
- (2015) Linlin Tian et al. JOURNAL OF WIND ENGINEERING AND INDUSTRIAL AERODYNAMICS
- Evaluating techniques for redirecting turbine wakes using SOWFA
- (2014) Paul A. Fleming et al. RENEWABLE ENERGY
- A new analytical model for wind-turbine wakes
- (2014) Majid Bastankhah et al. RENEWABLE ENERGY
- Wind plant power optimization through yaw control using a parametric model for wake effects-a CFD simulation study
- (2014) P. M. O. Gebraad et al. WIND ENERGY
- A Numerical Study of Atmospheric and Wake Turbulence Impacts on Wind Turbine Fatigue Loadings
- (2013) S. Lee et al. JOURNAL OF SOLAR ENERGY ENGINEERING-TRANSACTIONS OF THE ASME
- Off-shore wind farm development: Present status and challenges
- (2013) Rehana Perveen et al. RENEWABLE & SUSTAINABLE ENERGY REVIEWS
- Load alleviation of wind turbines by yaw misalignment
- (2013) Knud A. Kragh et al. WIND ENERGY
- A numerical study of the effects of atmospheric and wake turbulence on wind turbine dynamics
- (2012) Matthew J. Churchfield et al. JOURNAL OF TURBULENCE
- Experimental investigation of wake effects on wind turbine performance
- (2011) M.S. Adaramola et al. RENEWABLE ENERGY
- Wake effect in wind farm performance: Steady-state and dynamic behavior
- (2011) F. González-Longatt et al. RENEWABLE ENERGY
- Review of computational fluid dynamics for wind turbine wake aerodynamics
- (2011) B. Sanderse et al. WIND ENERGY
- Why offshore wind energy?
- (2010) M. Dolores Esteban et al. RENEWABLE ENERGY
- Distilling Free-Form Natural Laws from Experimental Data
- (2009) Michael Schmidt et al. SCIENCE
- Application of a LES technique to characterize the wake deflection of a wind turbine in yaw
- (2009) Ángel Jiménez et al. WIND ENERGY
Publish scientific posters with Peeref
Peeref publishes scientific posters from all research disciplines. Our Diamond Open Access policy means free access to content and no publication fees for authors.
Learn MoreAsk a Question. Answer a Question.
Quickly pose questions to the entire community. Debate answers and get clarity on the most important issues facing researchers.
Get Started