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 …

Wind farm control‐Part I: A review on control system concepts and structures

LE Andersson, O Anaya‐Lara, JO Tande… - IET renewable …, 2021 - Wiley Online Library
Wind farm control design is a recently new area of research that has rapidly become a key
enabler for the development of large wind farm projects and their safe and efficient …

Machine learning enables national assessment of wind plant controls with implications for land use

D Harrison‐Atlas, RN King, A Glaws - Wind Energy, 2022 - Wiley Online Library
As deployment of wind energy continues to expand, computationally efficient tools for
predicting wind plant performance over a wide range of layout designs, technology …

Real-time optimization of wind farms using modifier adaptation and machine learning

LE Andersson, L Imsland - Wind Energy Science Discussions, 2020 - wes.copernicus.org
Real-time optimization (RTO) covers a family of optimization methods that incorporate
process measurements in the optimization to drive the real process (plant) to optimal …

Multi-Fidelity Bayesian Optimisation of Wind Farm Wake Steering using Wake Models and Large Eddy Simulations

A Mole, S Laizet - arXiv preprint arXiv:2407.20832, 2024 - arxiv.org
Improving the power output from wind farms is vital in transitioning to renewable electricity
generation. However, in wind farms, wind turbines often operate in the wake of other …

Distributed learning for wind farm optimization with Gaussian processes

LE Andersson, EC Bradford… - 2020 American Control …, 2020 - ieeexplore.ieee.org
This article investigates optimization of wind farms using a modifier adaptation scheme
based on Gaussian processes. In this scheme measurements are used to identify plant …

[PDF][PDF] Machine Learning for Wind Flow Modelling

H SHEEHAN - 2022 - core.ac.uk
Modelling the wind flow over terrain is a key element of wind resource assessments within
the wind energy industry. Existing flow modelling methods range from fast, low fidelity …