Probabilistic forecasting of wind power ramp events using autoregressive logit models
JW Taylor - European Journal of Operational Research, 2017 - Elsevier
A challenge for the efficient operation of power systems and wind farms is the occurrence of
wind power ramps, which are sudden large changes in the power output from a wind farm …
wind power ramps, which are sudden large changes in the power output from a wind farm …
A novel transformer ordinal regression network with label diversity for wind power ramp events forecasting
J Hu, L Zhang, J Tang, Z Liu - Energy, 2023 - Elsevier
Large-scale integration of wind energy and large-amplitude wind power fluctuation in
minutes to hours, imposes unprecedented challenges of retaining reliable and secure power …
minutes to hours, imposes unprecedented challenges of retaining reliable and secure power …
Atmospheric circulation patterns associated with extreme wind events in Canadian cities
M Morris, PJ Kushner, GWK Moore… - Journal of …, 2023 - journals.ametsoc.org
Extreme near-surface wind speeds in cities can have major societal impacts but are not well
represented in climate models. Despite this, large-scale dynamics in the free troposphere …
represented in climate models. Despite this, large-scale dynamics in the free troposphere …
Characterisation of intra-hourly wind power ramps at the wind farm scale and associated processes
One of the main factors contributing to wind power forecast inaccuracies is the occurrence of
large changes in wind power output over a short amount of time, also called ramp events. In …
large changes in wind power output over a short amount of time, also called ramp events. In …
Resolution Dependence of Extreme Wind Speed Projections in the Great Lakes Region
M Morris, PJ Kushner, GWK Moore… - Journal of …, 2024 - journals.ametsoc.org
The effect of anthropogenic climate change on extreme near-surface wind speeds is
uncertain. Observed trends are weak and difficult to disentangle from internal variability, and …
uncertain. Observed trends are weak and difficult to disentangle from internal variability, and …
Offshore low-level jet observations and model representation using lidar buoy data off the California coast
LM Sheridan, R Krishnamurthy… - Wind Energy …, 2023 - wes.copernicus.org
Low-level jets (LLJs) occur under a variety of atmospheric conditions and influence the
available wind resource for wind energy projects. In 2020, lidar-mounted buoys owned by …
available wind resource for wind energy projects. In 2020, lidar-mounted buoys owned by …
A novel approach for power ramps classification in wind generation
MS Eltohamy, MS Abdel Moteleb, HEA Talaat… - Scientific Reports, 2023 - nature.com
Ramp events are characterized by large power changes in a short period and increase with
increasing renewable generation. Even with hourly forecasts, their predictions are still …
increasing renewable generation. Even with hourly forecasts, their predictions are still …
Day‐ahead wind power ramp forecasting using an image‐based similarity search strategy
With the increase in penetration of wind generation on interconnected power systems, the
importance of wind power ramp forecasting has continuously grown. Large power ramps …
importance of wind power ramp forecasting has continuously grown. Large power ramps …
Case study of a bore wind-ramp event from lidar measurements and HRRR simulations over ARM Southern Great Plains
YL Pichugina, RM Banta, EJ Strobach… - Journal of Renewable …, 2024 - pubs.aip.org
The rapid change of wind speed and direction on 21 August 2017 is studied using Doppler
lidar measurements at five sites of the Atmospheric Radiation Measurement (ARM) Southern …
lidar measurements at five sites of the Atmospheric Radiation Measurement (ARM) Southern …
Wind and wind power ramp variability over Northern Mexico
The seasonal and diurnal variability of the wind resource in Northern Mexico is examined.
Fourteen weather stations were grouped according to the terrain morphology and weather …
Fourteen weather stations were grouped according to the terrain morphology and weather …