Building Heat Demand Prediction Based on Reinforcement Learning for Thermal Comfort Management

Building Heat Demand Prediction Based on Reinforcement Learning for Thermal Comfort Management

The accurate prediction of building heat demand plays the critical role in refined management of heating, which is the basis for on-demand heating operation. This paper proposed a prediction model framework for building heat demand based on reinforcement learning. The environment, reward function an...

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Bibliographic Details
Main Authors: Chendong Wang, Lihong Zheng, Jianjuan Yuan, Ke Huang, Zhihua Zhou
Format: Article
Language:English
Published: MDPI AG 2022-10-01
Series:Energies
Subjects:
reinforcement learning
heat demand prediction
on-demand heating operation
deep learning
Online Access:https://www.mdpi.com/1996-1073/15/21/7856

Internet

https://www.mdpi.com/1996-1073/15/21/7856

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