17 citations · 49 across the 11 of their papers we have counts for
4 papers · 1 filter
State-Space Models Win the IEEE DataPort Competition on Post-covid Day-ahead Electricity Load Forecasting
Joseph de Vilmarest, Yannig Goude
We present the winning strategy of an electricity demand forecasting competition. This competition was organized to design new forecasting methods for unstable periods such as the…
Adaptive Methods for Short-Term Electricity Load Forecasting During COVID-19 Lockdown in France
David Obst, Joseph de Vilmarest, Yannig Goude
The coronavirus disease 2019 (COVID-19) pandemic has urged many governments in the world to enforce a strict lockdown where all nonessential businesses are closed and citizens are…
Additive stacking for disaggregate electricity demand forecasting
Christian Capezza, Biagio Palumbo, Yannig Goude +2
Future grid management systems will coordinate distributed production and storage resources to manage, in a cost effective fashion, the increased load and variability brought by th…
Clustering electricity consumers using high-dimensional regression mixture models
Emilie Devijver, Yannig Goude, Jean-Michel Poggi
Massive informations about individual (household, small and medium enterprise) consumption are now provided with new metering technologies and the smart grid. Two major exploitatio…