In a 25-building district simulation, the hybrid MPC-SAC architecture delivered the strongest balance of load tracking accuracy (4.8% NMBE), thermal comfort (16.8% exceedance), and lowest spatial variability compared to centralized MPC, decentralized SAC, MAPPO, and rule-based control.
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Coordination Architecture Shapes Continuous Demand Response Outcomes in Building Districts
In a 25-building district simulation, the hybrid MPC-SAC architecture delivered the strongest balance of load tracking accuracy (4.8% NMBE), thermal comfort (16.8% exceedance), and lowest spatial variability compared to centralized MPC, decentralized SAC, MAPPO, and rule-based control.