Oscar De Somer

Using reinforcement learning for demand response of domestic hot water buffers: A real-life demonstration

Oscar De Somer, Ana Soares, Koen Vanthournout et al. · 2017 · 77 citations

Architecture, Building Science, Decision Sciences +17

Operational Demand Forecasting In District Heating Systems Using Ensembles Of Online Machine Learning Algorithms

Christian Johansson, Markus Bergkvist, Davy Geysen et al. · Energy Procedia · 2017 · 65 citations · Full text

Computing, Architectural Engineering, Demand Forecasting +16

Using reinforcement learning for maximizing residential self-consumption – Results from a field test

Ana Soares, Davy Geysen, Fred Spiessens et al. · Energy and Buildings · 2019 · 31 citations

Social Sciences, Urban Planning, Behavioral Economics +10

Distributed Optimization Algorithm for Residential Flexibility Activation—Results From a Field Test

Ana Soares, Oscar De Somer, Dominic Ectors et al. · IEEE Transactions on Power Systems · 2018 · 30 citations · Full text

Natural Resources, Infrastructure Planning, Energy Economics +16

Using Reinforcement Learning for Demand Response of Domestic Hot Water Buffers: a Real-Life Demonstration

Oscar De Somer, Ana Soares, Tristan Kuijpers et al. · arXiv (Cornell University) · 2017 · 17 citations · Full text

Architecture, Building Science, Decision Sciences +17