arxiveess.SY2026-07-17
Scalable Supervisory HVAC Control for Linear Objectives
W. Grant Dierking, Arash J. Khabbazi, Levi D. Reyes Premer, Kevin J. Kircher
Advanced control of heating and cooling systems can substantially reduce energy costs and pollution. However, real-world adoption of popular algorithms among researchers, such as model predictive control (MPC) and reinforcement learning (RL), remains limited due in part to their…