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eess.SY2026
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…
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),…