Reinforcement learning to maximize wind turbine energy generation

D Soler, O Mariño, D Huergo, M de Frutos… - Expert Systems with …, 2024 - Elsevier
We propose a reinforcement learning strategy to control wind turbine energy generation by
actively changing the rotor speed, the rotor yaw angle and the blade pitch angle. A double …

Speeding up large wind farms layout optimization using gradients, parallelization, and a heuristic algorithm for the initial layout

RV Rodrigues, MM Pedersen… - Wind Energy …, 2023 - wes.copernicus.org
As the use of wind energy expands worldwide, the wind energy industry is considering
building larger clusters of turbines. Existing computational methods to design and optimize …

[HTML][HTML] Speeding up large-wind-farm layout optimization using gradients, parallelization, and a heuristic algorithm for the initial layout

R Valotta Rodrigues, MM Pedersen… - Wind Energy …, 2024 - wes.copernicus.org
As the use of wind energy expands worldwide, the wind energy industry is considering
building larger clusters of turbines. Existing computational methods to design and optimize …

[HTML][HTML] Wind Farm Layout Optimization Using Multiobjective Modified Electric Charged Particles Optimization Algorithm Based on Game Theory Indexing in Real …

T Hidayat, MAM Ramli, AZ Hardi, HREH Bouchekara… - Sustainability, 2024 - mdpi.com
Designing onshore wind farms presents unique challenges related to interactions between
terrain and landscape characteristics. This research focuses on optimizing the layout of …

[HTML][HTML] Numerical model for noise reduction of small vertical-axis wind turbines

WY Wang, YM Ferng - Wind Energy Science, 2024 - wes.copernicus.org
Small vertical-axis wind turbines are a promising solution for affordable and clean energy,
but their noise emissions present a challenge to public acceptance. Numerous blade …

Visual anemometry: physics-informed inference of wind for renewable energy, urban sustainability, and environmental science

JO Dabiri, MF Howland, MK Fu… - arXiv preprint arXiv …, 2023 - arxiv.org
Accurate measurements of atmospheric flows at meter-scale resolution are essential for a
broad range of sustainability applications, including optimal design of wind and solar farms …

Optimizing Production Scheduling of Hybrid Wind-Hydro Systems with Environmental Considerations

SR Hebnes - 2024 - ntnuopen.ntnu.no
Verden jobber mot bærekraftig kraftproduksjon og andelen av fornybare energikilder øker
betydelig. Dette medfører utfordringer for kraftselskap, nettoperatører, og energiprodusenter …

ÚČINKY HLUKU Z VĚTRNÝCH ELEKTRÁREN NA ZDRAVÍ.

Z Vandasová - Hygiena, 2023 - search.ebscohost.com
Literární přehled věnovaný zdravotním účinkům větrných elektráren byl zpracován pro účely
použití v hygienické praxi. Rešerše literatury za použití databáze MEDLINE byla provedena …