no code implementations • 15 Jul 2022 • Ágnes Baran, Sándor Baran
By the end of 2021, the renewable energy share of the global electricity capacity reached 38. 3% and the new installations are dominated by wind and solar energy, showing global increases of 12. 7% and 18. 5%, respectively.
no code implementations • 30 Apr 2021 • Sándor Baran, Ágnes Baran
Accurate predictions of wind power require accurate hub height wind speed forecasts, where the state of the art method is the probabilistic approach based on ensemble forecasts obtained from multiple runs of numerical weather prediction models.
no code implementations • 21 Feb 2020 • Marcell Beregi-Kovács, Ágnes Baran, András Hajdu
Our main motivation is to update the model in a small content during the training process with replacing less descriptive features to new ones from a large pool.
no code implementations • 16 Jan 2020 • Ágnes Baran, Sebastian Lerch, Mehrez El Ayari, Sándor Baran
We further assess whether improvements in forecast skill can be obtained by incorporating ensemble forecasts of precipitation as additional predictor.