EImprove - Optimizing Energy and Comfort in Buildings based on Formal Semantics and Reinforcement Learning

Heating, ventilation, and air-conditioning (HVAC) system's supervisory control is crucial for energy-efficient thermal comfort in buildings. The control logic is usually specified as 'if-then-that-else' rules that capture the domain expertise of HVAC operators, but they often have con...

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Bibliographic Details

Published in:	2021 58th ACM/IEEE Design Automation Conference (DAC) pp. 157 - 162
Main Authors:	Verma, Sagar, Agrawal, Supriya, Venkatesh, R, Shrotri, Ulka, Nagarathinam, Srinarayana, Jayaprakash, Rajesh, Dutta, Aabriti
Format:	Conference Proceeding
Language:	English
Published:	IEEE 05.12.2021
Subjects:	Buildings Energy resolution Heating systems HVAC Reinforcement learning Semantics Training
Online Access:	Get full text
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