How good are learning-based control vs model-based control for load shifting? Investigations on a single zone building energy system

Y Fu, S Xu, Q Zhu, Z O'Neill, V Adetola - Energy, 2023 - Elsevier
Both model predictive control (MPC) and deep reinforcement learning control (DRL) have
been presented as a way to approximate the true optimality of a dynamic programming …

How good are learning-based control vs model-based control for load shifting? Investigations on a single zone building energy system

Y Fu, S Xu, Q Zhu, ON Zheng, V Adetola - Energy, 2023 - econpapers.repec.org
Both model predictive control (MPC) and deep reinforcement learning control (DRL) have
been presented as a way to approximate the true optimality of a dynamic programming …

[PDF][PDF] How Good are Learning-based Control vs Model-based Control for Load Shifting? Investigations on a Single Zone Building Energy System

Y Fua, S Xub, Q Zhuc, Z O'Neilla, V Adetolad - researchgate.net
Both model predictive control (MPC) and deep reinforcement learning control (DRL) have
been presented as a way to approximate the true optimality of a dynamic programming …

How good are learning-based control vs model-based control for load shifting? Investigations on a single zone building energy system

Y Fu, S Xu, Q Zhu, Z O'Neill, V Adetola - Energy, 2023 - scholars.northwestern.edu
Both model predictive control (MPC) and deep reinforcement learning control (DRL) have
been presented as a way to approximate the true optimality of a dynamic programming …

How good are learning-based control vs model-based control for load shifting? Investigations on a single zone building energy system

Y Fu, S Xu, Q Zhu, Z O'Neill, V Adetola - Energy, 2023 - ideas.repec.org
Both model predictive control (MPC) and deep reinforcement learning control (DRL) have
been presented as a way to approximate the true optimality of a dynamic programming …

[引用][C] How good are learning-based control vs model-based control for load shifting? Investigations on a single zone building energy system

Y Fu, S Xu, Q Zhu, Z O'Neill, V Adetola - Energy, 2023 - osti.gov
How good are learning-based control vs model-based control for load shifting?
Investigations on a single zone building energy system (Journal Article) | OSTI.GOV skip to …