[HTML][HTML] Wind farm flow control: prospects and challenges

J Meyers, C Bottasso, K Dykes… - Wind Energy …, 2022 - wes.copernicus.org
Wind farm control has been a topic of research for more than two decades. It has been
identified as a core component of grand challenges in wind energy science to support …

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 …

The helix approach: Using dynamic individual pitch control to enhance wake mixing in wind farms

JA Frederik, BM Doekemeijer, SP Mulders… - Wind …, 2020 - Wiley Online Library
Wind farm control using dynamic concepts is a research topic that is receiving an increasing
amount of interest. The main concept of this approach is that dynamic variations of the wind …

[HTML][HTML] Analysis of control-oriented wake modeling tools using lidar field results

J Annoni, P Fleming, A Scholbrock… - Wind Energy …, 2018 - wes.copernicus.org
The objective of this paper is to compare field data from a scanning lidar mounted on a
turbine to control-oriented wind turbine wake models. The measurements were taken from …

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 …

Model‐free closed‐loop wind farm control using reinforcement learning with recursive least squares

J Liew, T Göçmen, WH Lio, GC Larsen - Wind Energy, 2023 - Wiley Online Library
Wind farms experience significant power losses due to wake interactions between turbines.
Research shows that wake steering can alleviate these losses by redirecting the flow …

Adjoint-based model predictive control for optimal energy extraction in waked wind farms

M Vali, V Petrović, S Boersma… - Control Engineering …, 2019 - Elsevier
In this paper, a model predictive control (MPC) is proposed for wind farms to minimize wake-
induced power losses. A constrained optimization problem is formulated to maximize the …

[HTML][HTML] IEA Wind Task 32: Wind lidar identifying and mitigating barriers to the adoption of wind lidar

A Clifton, P Clive, J Gottschall, D Schlipf, E Simley… - Remote Sensing, 2018 - mdpi.com
IEA Wind Task 32 exists to identify and mitigate barriers to the adoption of lidar for wind
energy applications. It leverages ongoing international research and development activities …

[HTML][HTML] Characterization of wind turbine flow through nacelle-mounted lidars: a review

S Letizia, P Brugger, N Bodini… - Frontiers in …, 2023 - frontiersin.org
This article provides a comprehensive review of the most recent advances in the planning,
execution, and analysis of inflow and wake measurements from nacelle-mounted wind …

Dynamic wake tracking using a cost-effective LiDAR and Kalman filtering: Design, simulation and full-scale validation

WH Lio, GC Larsen, GR Thorsen - Renewable Energy, 2021 - Elsevier
Wind turbines in a wind farm typically operate in the wake of other turbines, inevitably
leading to a power loss and enhanced structural degradation of turbines downstream …