PhyGICS – A Physics-informed Graph Neural Network-based Intelligent HVAC Controller for Open-plan Spaces

Author:

Nagarathinam Srinarayana1ORCID,Vasan Arunchandar1ORCID

Affiliation:

1. TCS Research, India

Publisher

ACM

Reference50 articles.

1. Yuvraj Agarwal, Bharathan Balaji, Seemanta Dutta, Rajesh K. Gupta, and Thomas Weng. 2011. Duty-cycling buildings aggressively: The next frontier in HVAC control. In Proceedings of the 10th ACM/IEEE IPSN. 246–257.

2. Occupancy-driven energy management for smart building automation

3. ANSI/ASHRAE. [n. d.]. Standard 55-2020: Thermal Environmental Conditions for Human Occupancy. ASHRAE, 2020..

4. Krzysztof Arendt, Muhyiddine Jradi, Hamid Reza Shaker, and Christian Veje. 2018. Comparative Analysis of White-, Gray- and Black-box Models for Thermal Simulation of Indoor Environment: Teaching Building Case Study. In Proceedings of IBPSA-USA. 173–180.

5. Identification of multi-zone grey-box building models for use in model predictive control

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