Transformer-Based Probabilistic Wind Power Prediction and Power Ramping Verification with Error Tolerance
Ruoke Meng, Joris Van den Bergh, Hossein Tabari, Piet Termonia et autres
0 citations
Joris Van den Bergh
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43Publications signalées
525Citations signalées
4Affiliations récentes
Institutions déclarées
Domaines associés
Meteorological Phenomena and SimulationsEnergy Load and Power ForecastingClimate variability and modelsWind Energy Research and DevelopmentHydrology and Drought Analysis
Publications récentes
Evaluating the Prediction of Wind Power Ramping Events in the Belgian Offshore Zone
Ruoke Meng, Geert Smet, Dieter Van den Bleeken, Aaron Van Poecke et autres
0 citationsMeteorological Applications
Evaluating the Prediction of Wind Power Ramping Events in the Belgian Offshore Zone
Ruoke Meng, Geert Smet, Dieter Van den Bleeken, Aaron Van Poecke et autres
0 citationsDOAJ (DOAJ: Directory of Open Access Journals)
Workshop report: EUMETNET - E-TREND joint workshop on postprocessing, forecasting and nowcasting for renewable energy
Jonathan Demaeyer, Joris Van den Bergh, Irene Schicker, Hossein Tabari et autres
0 citationsJournal of the European Meteorological Society.
From Weather Forecast to Grid Decision: A Multi-Scale Compound Event Detection and Warning System for Dynamic Line Rating of Overhead Transmission Lines
Irene Schicker, Alex Deckmyn, Piet Termonia, Joris Van den Bergh et autres
0 citations
Incorporating wake effects in Belgian offshore wind and power forecasts
Geert Smet, Dieter Van den Bleeken, Joris Van den Bergh, Idir Dehmous et autres
0 citations
Evaluating the Operational Skill of Deterministic and Probabilistic Wind Power Ramping Event Predictions for the Belgian Offshore Zone
Ruoke Meng, Geert Smet, Joris Van den Bergh, Hossein Tabari et autres
0 citations
Tailored postprocessing of ensemble forecasts with distributional regression networks and a quantile-weighted version of the continuous ranked probability score
Joris Van den Bergh, Geert Smet
0 citations
Integrating Wind Power into Graph-Based Limited-Area Weather Forecasting Models
Aaron Van Poecke, Michiel Van Ginderachter, Joris Van den Bergh, Geert Smet et autres
0 citations
Diff-Ensemble: An Ensemble of LSTMs and Diffusion Models for Day-Ahead Load Forecasting Using Limited Data
Stijn Van Raemdonck, Joris Van den Bergh, Brecht Zwaenepoel, Tomas Van Oyen et autres
0 citationsLecture notes on data engineering and communications technologies
Postprocessing Solar Radiation with a Self-attentive Transformer for Renewable Energy Predictions
Aaron Van Poecke, Ayoub Aouraghe, Joris Van den Bergh, Peter Hellinckx et autres
0 citationsLecture notes on data engineering and communications technologies
Improving wind power forecasts in the Belgian North Sea with a wind farm parameterization and a neural network
Dieter Van den Bleeken, Geert Smet, Joris Van den Bergh, Idir Dehmous et autres
2 citationsAdvances in science and research
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