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eess.SY2025
Comparative Field Deployment of Reinforcement Learning and Model Predictive Control for Residential HVAC
Ozan Baris Mulayim, Elias N. Pergantis, Levi D. Reyes Premer +4
Model Predictive Control (MPC) has demonstrated significant performance improvements over today's control methods for residential Heating, Ventilation, and Air Conditioning (HVAC),…
eess.SY2025
Semantic Technologies in Practical Demand Response: An Informational Requirement-based Roadmap
Ozan Baris Mulayim, Anand Krishnan Prakash, Yuvraj Agarwal +5
The transition to a modern and efficient future grid relies on the seamless coordination of distributed energy resources and applications such as Demand Response (DR). While this t…