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- W4297295136 abstract "This paper demonstrates a data-driven control approach for demand response in real-life residential buildings. The objective is to optimally schedule the heating cycles of the Domestic Hot Water (DHW) buffer to maximize the self-consumption of the local photovoltaic (PV) production. A model-based reinforcement learning technique is used to tackle the underlying sequential decision-making problem. The proposed algorithm learns the stochastic occupant behavior, predicts the PV production and takes into account the dynamics of the system. A real-life experiment with six residential buildings is performed using this algorithm. The results show that the self-consumption of the PV production is significantly increased, compared to the default thermostat control." @default.
- W4297295136 created "2022-09-28" @default.
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- W4297295136 date "2017-03-16" @default.
- W4297295136 modified "2023-09-23" @default.
- W4297295136 title "Using Reinforcement Learning for Demand Response of Domestic Hot Water Buffers: a Real-Life Demonstration" @default.
- W4297295136 doi "https://doi.org/10.48550/arxiv.1703.05486" @default.
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