no code implementations • 9 Nov 2023 • Paul Scharnhorst, Baptiste Schubnel, Rafael E. Carrillo, Pierre-Jean Alet, Colin N. Jones
Residential and commercial buildings, equipped with systems such as heat pumps, hot water tanks, or stationary energy storage, have a large potential to offer their consumption flexibility as grid services.
no code implementations • 7 Oct 2022 • Paul Scharnhorst, Baptiste Schubnel, Rafael E. Carrillo, Pierre-Jean Alet, Colin N. Jones
Buildings are a promising source of flexibility for the application of demand response.
no code implementations • 29 Jul 2021 • Jelena Simeunović, Baptiste Schubnel, Pierre-Jean Alet, Rafael E. Carrillo
Accurate forecasting of solar power generation with fine temporal and spatial resolution is vital for the operation of the power grid.
no code implementations • 23 Oct 2020 • Baptiste Schubnel, Rafael E. Carrillo, Paolo Taddeo, Lluc Canals Casals, Jaume Salom, Yves Stauffer, Pierre-Jean Alet
This work therefore systematically investigates whether using RNNs for building control provides net gains in an MPC framework.