Using reinforcement learning for demand response of domestic hot water buffers: A real-life demonstration. - Oscar De Somer; Ana Soares; Koen Vanthournout; Fred Spiessens; Tristan Kuijpers; Koen Vossen (ISGT Europe, 2017)

Operational thermal load forecasting in district heating networks using machine learning and expert advice. - Davy Geysen; Oscar De Somer; Christian Johansson; Jens Brage; Dirk Vanhoudt (CoRR, 2017)