Energy Consumption Optimization for Heating, Ventilation and Air Conditioning Systems Based on Deep Reinforcement Learning

Energy Consumption Optimization for Heating, Ventilation and Air Conditioning Systems Based on Deep Reinforcement Learning

Heating, ventilation, and air conditioning (HVAC) energy consumption now accounts for a major portion of energy use for buildings. Therefore, finding the optimal energy-saving control strategy for HVAC systems to optimize energy consumption has become crucial in realizing energy savings, emission re...

Full description

Bibliographic Details
Main Authors: Yi Peng, Haojun Shen, Xiaochang Tang, Sizhe Zhang, Jinxiao Zhao, Yuru Liu, Yuming Nie
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Access
Subjects:
HVAC systems
DDPG
deep reinforcement learning
energy consumption
Online Access:https://ieeexplore.ieee.org/document/10220078/

Internet

https://ieeexplore.ieee.org/document/10220078/

Similar Items