[HTML][HTML] Grand challenges in the digitalisation of wind energy
A Clifton, S Barber, A Bray, P Enevoldsen… - Wind Energy …, 2023 - wes.copernicus.org
The availability of large amounts of data is starting to impact how the wind energy
community works. From turbine design to plant layout, construction, commissioning, and …
community works. From turbine design to plant layout, construction, commissioning, and …
[HTML][HTML] A database of hourly wind speed and modeled generation for US wind plants based on three meteorological models
D Millstein, S Jeong, A Ancell, R Wiser - Scientific Data, 2023 - nature.com
In 2022, wind generation accounted for~ 10% of total electricity generation in the United
States. As wind energy accounts for a greater portion of total energy, understanding …
States. As wind energy accounts for a greater portion of total energy, understanding …
[HTML][HTML] Stochastic gradient descent for wind farm optimization
J Quick, PE Rethore, M Mølgaard Pedersen… - Wind Energy …, 2023 - wes.copernicus.org
It is important to optimize wind turbine positions to mitigate potential wake losses. To perform
this optimization, atmospheric conditions, such as the inflow speed and direction, are …
this optimization, atmospheric conditions, such as the inflow speed and direction, are …
[HTML][HTML] Surrogate Modeling and Aeroelastic Analysis of a Wind Turbine with Down-Regulation, Power Boosting, and IBC Capabilities
As the maturity and complexity of wind energy systems increase, the operation of wind
turbines in wind farms needs to be adjustable in order to provide flexibility to the grid …
turbines in wind farms needs to be adjustable in order to provide flexibility to the grid …
[HTML][HTML] Wind plant wake losses: Disconnect between turbine actuation and control of plant wakes with engineering wake models
R Scott, N Hamilton, RB Cal, P Moriarty - Journal of Renewable and …, 2024 - pubs.aip.org
Wake losses from neighboring plants may become a major factor in wind plant design and
control as additional plants are constructed in areas with high wind resource availability …
control as additional plants are constructed in areas with high wind resource availability …