Direct Load Control of Thermostatically Controlled Loads Based on Sparse Observations Using Deep Reinforcement Learning

Ruelens, Frederik; Claessens, Bert; Vrancx, Peter; Spiessens, Fred; Deconinck, Geert

doi:10.17775/CSEEJPES.2019.00590

Direct Load Control of Thermostatically Controlled Loads Based on Sparse Observations Using Deep Reinforcement Learning

Author:

Ruelens, Frederik

Claessens, Bert ; Vrancx, Peter ; Spiessens, Fred ; Deconinck, Geert

Keywords:

Science & Technology, Technology, Energy & Fuels, Engineering, Electrical & Electronic, Engineering, Convolutional networks, deep reinforcement learning, long short-term memory, residential demand response, DEMAND RESPONSE, ENERGY