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Temperature sensing optimization for home thermostat retrofit
(MDPI, 2021-05-26)
Most existing residential buildings adopt one single-zone thermostat to control the heating
of rooms with different thermal conditions. This solution often provides poor thermal comfort and
inefficient use of energy. The ...
Deep reinforcement learning for home energy management system control
(Elsevier, 2021-12-26)
The use of machine learning techniques has been proven to be a viable solution for smart home energy management. These techniques autonomously control heating and domestic hot water systems, which are the most relevant ...