1 citations · 1 across the 3 of their papers we have counts for
4 papers
Combining Weather Forecast Aggregation and State-Space Models for Adaptive Probabilistic Electricity Load Forecasting
Joseph de Vilmarest, Jonathan Dumas, Jean Thorey
Accurate electricity load forecasting is essential to ensure the real-time balance between supply and demand, especially in systems increasingly influenced by weather conditions an…
Analysis of the French system imbalance paving the way for a novel operating reserve sizing approach
Jonathan Dumas, Sébastien Finet, Nathalie Grisey +2
This paper examines the relationship between system imbalance and several explanatory variables within the French electricity system. The factors considered include lagged imbalanc…
Stochastic optimization for unit commitment applied to the security of supply: extended version
Jonathan Dumas
Transmission system operators employ reserves to deal with unexpected variations of demand and generation to guarantee the security of supply. The French transmission system operat…
Deep Generative Methods for Producing Forecast Trajectories in Power Systems
Nathan Weill, Jonathan Dumas
With the expansion of renewables in the electricity mix, power grid variability will increase, hence a need to robustify the system to guarantee its security. Therefore, Transport…