Blar i AURA på forfatter "Yakoub, Ghali"
-
Direct and indirect short-term aggregated turbine- and farm-level wind power forecasts integrating several NWP sources
Yakoub, Ghali; Mathew, Sathyajith; Leal, J B (Peer reviewed; Journal article, 2023)The wind power sector is experiencing rapid growth, which creates new challenges for its electricity grid integration. Accurate wind power forecasting (WPF) is crucial for trading, balancing, and dispatching wind energy. ... -
Downscaling and improving the wind forecasts from NWP for wind energy applications using support vector regression
Yakoub, Ghali; Mathew, Sathyajith; Leal, J. B. (Journal article; Peer reviewed, 2020) -
Intelligent estimation of wind farm performance with direct and indirect ‘point’ forecasting approaches integrating several NWP models
Yakoub, Ghali; Mathew, Sathyajith; Leal, João Gouveia Aparício Bento (Peer reviewed; Journal article, 2022)Reliable wind power forecasting is essential for profitably trading wind energy in the electricity market and efficiently integrating wind-generated electricity into the power grids. In this paper, we propose short- and ... -
Power production forecast for distributed wind energy systems using support vector regression
Yakoub, Ghali; Mathew, Sathyajith; Leal, J. B. (Peer reviewed; Journal article, 2022)Due to the inherent intermittency in wind power production, reliable short-term wind power production forecasting has become essential for the efficient grid and market integration of wind energy. The current wind power ...