A review on the recent history of wind power ramp forecasting
Forecasting large and fast variations of wind power (the so-called ramps) helps achieve the
integration of large amounts of wind energy. This paper presents a survey on wind power …
integration of large amounts of wind energy. This paper presents a survey on wind power …
Support-vector-machine-enhanced markov model for short-term wind power forecast
Wind ramps introduce significant uncertainty into wind power generation. Reliable system
operation, however, requires accurate detection and forecast of wind ramps, especially at …
operation, however, requires accurate detection and forecast of wind ramps, especially at …
An investigation on deep learning and wavelet transform to nowcast wind power and wind power ramp: A case study in Brazil and Uruguay
Large variations in wind energy production over a period of minutes to hours is a challenge
for electricity balancing authorities. The use of reliable tools for the prediction of wind power …
for electricity balancing authorities. The use of reliable tools for the prediction of wind power …
Detection and statistics of wind power ramps
Ramps events are a significant source of uncertainty in wind power generation. Develo**
statistical models from historical data for wind power ramps is important for designing …
statistical models from historical data for wind power ramps is important for designing …
An optimized swinging door algorithm for identifying wind ram** events
With the increasing penetration of renewable energy in recent years, wind power ramp
events (WPREs) have started affecting the economic and reliable operation of power grids …
events (WPREs) have started affecting the economic and reliable operation of power grids …
Characterizing and analyzing ram** events in wind power, solar power, load, and netload
One of the biggest concerns associated with integrating a large amount of renewable energy
into the power grid is the ability to handle large ramps in the renewable power output. For …
into the power grid is the ability to handle large ramps in the renewable power output. For …
Evaluation of the wind farm parameterization in the Weather Research and Forecasting model (version 3.8. 1) with meteorological and turbine power data
JCY Lee, JK Lundquist - Geoscientific Model Development, 2017 - gmd.copernicus.org
Forecasts of wind-power production are necessary to facilitate the integration of wind energy
into power grids, and these forecasts should incorporate the impact of wind-turbine wakes …
into power grids, and these forecasts should incorporate the impact of wind-turbine wakes …
Ramp forecasting performance from improved short-term wind power forecasting over multiple spatial and temporal scales
The large variability and uncertainty in wind power generation present a concern to power
system operators, especially given the increasing amounts of wind power being integrated …
system operators, especially given the increasing amounts of wind power being integrated …
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 …
[BOOK][B] Supervised machine learning in wind forecasting and ramp event prediction
Supervised Machine Learning in Wind Forecasting and Ramp Event Prediction provides an
up-to-date overview on the broad area of wind generation and forecasting, with a focus on …
up-to-date overview on the broad area of wind generation and forecasting, with a focus on …