A tutorial on control-oriented modeling and control of wind farms

S Boersma, BM Doekemeijer… - 2017 American …, 2017 - ieeexplore.ieee.org
Wind turbines are often sited together in wind farms as it is economically advantageous.
However, the wake inevitably created by every turbine will lead to a time-varying interaction …

Turbulence and control of wind farms

CR Shapiro, GM Starke… - Annual Review of Control …, 2022 - annualreviews.org
The dynamics of the turbulent atmospheric boundary layer play a fundamental role in wind
farm energy production, governing the velocity field that enters the farm as well as the …

Wind plant power optimization through yaw control using a parametric model for wake effects—a CFD simulation study

PMO Gebraad, FW Teeuwisse… - Wind …, 2016 - Wiley Online Library
This article presents a wind plant control strategy that optimizes the yaw settings of wind
turbines for improved energy production of the whole wind plant by taking into account wake …

Cooperative wind farm control with deep reinforcement learning and knowledge-assisted learning

H Zhao, J Zhao, J Qiu, G Liang… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Cooperative wind farm control is a complex problem due to wake effect, and it is hard to find
the proper model. Reinforcement learning can find the optimal policy in a dynamic …

Analysis of axial‐induction‐based wind plant control using an engineering and a high‐order wind plant model

J Annoni, PMO Gebraad, AK Scholbrock… - Wind …, 2016 - Wiley Online Library
Wind turbines are typically operated to maximize their performance without considering the
impact of wake effects on nearby turbines. Wind plant control concepts aim to increase …

Wind plant system engineering through optimization of layout and yaw control

PA Fleming, A Ning, PMO Gebraad, K Dykes - Wind Energy, 2016 - Wiley Online Library
Recent research has demonstrated exciting potential for wind plant control systems to
improve the cost of energy of wind plants. Wind plant controls seek to improve global wind …

A control-oriented dynamic wind farm model: WFSim

S Boersma, B Doekemeijer, M Vali… - Wind Energy …, 2018 - wes.copernicus.org
Wind turbines are often sited together in wind farms as it is economically advantageous.
Controlling the flow within wind farms to reduce the fatigue loads, maximize energy …

A data-driven, cooperative wind farm control to maximize the total power production

J Park, KH Law - Applied Energy, 2016 - Elsevier
This study investigates the feasibility of using a data-driven optimization approach to
determine the coordinated control actions of wind turbines that maximize the total wind farm …

A data-driven model for wind plant power optimization by yaw control

PMO Gebraad, FW Teeuwisse… - 2014 American …, 2014 - ieeexplore.ieee.org
This paper presents a novel parametric model that will be used to optimize the yaw settings
of wind turbines in a wind plant for improved electrical energy production of the whole wind …

Wake losses optimization of offshore wind farms with moveable floating wind turbines

SF Rodrigues, RT Pinto, M Soleimanzadeh… - Energy conversion and …, 2015 - Elsevier
In the future, floating wind turbines could be used to harvest energy in deep offshore areas
where higher wind mean speeds are observed. Currently, several floating turbine concepts …