End-to-End Deep Reinforcement Learning Control for HVAC Systems in Office Buildings

End-to-End Deep Reinforcement Learning Control for HVAC Systems in Office Buildings

The heating, ventilation, and air conditioning (HVAC) system is a major energy consumer in office buildings, and its operation is critical for indoor thermal comfort. While previous studies have indicated that reinforcement learning control can improve HVAC energy efficiency, they did not provide en...

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Bibliographic Details
Main Authors: Xuyang Zhong, Zhiang Zhang, Ruijun Zhang, Chenlu Zhang
Format: Article
Language:English
Published: MDPI AG 2022-06-01
Series:Designs
Subjects:
HVAC control
deep reinforcement learning
thermal comfort
energy efficiency
A3C
Online Access:https://www.mdpi.com/2411-9660/6/3/52

Internet

https://www.mdpi.com/2411-9660/6/3/52

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