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eess.SY2019★ 471 cited
Deep Reinforcement Learning for Smart Home Energy Management
Liang Yu, Weiwei Xie, Di Xie +6
In this paper, we investigate an energy cost minimization problem for a smart home in the absence of a building thermal dynamics model with the consideration of a comfortable tempe…
eess.SY2017★ 3 cited
Distributed Real-Time HVAC Control for Cost-Efficient Commercial Buildings under Smart Grid Environment
Liang Yu, Di Xie, Tao Jiang +2
In this paper, we investigate the problem of minimizing the long-term total cost (i.e., the sum of energy cost and thermal discomfort cost) associated with a Heating, Ventilation,…
eess.SY2017★ 1 cited
Online Energy Management for a Sustainable Smart Home with an HVAC Load and Random Occupancy
Liang Yu, Tao Jiang, Yulong Zou
In this paper, we investigate the problem of minimizing the sum of energy cost and thermal discomfort cost in a long-term time horizon for a sustainable smart home with a Heating,…