Reinforcement learning, Energy Flexibility, Control testbed, Demand aggregation, Smart grids
Reinforcement learning, Energy flexibility, Control testbed, Demand aggregation, Low-carbon transitions, Smart grids
Building Stock EnergyOccupancy ModellingDistrict HeatingCooling Energy DemandEnergy Data-Driven Occupancy Schedule (EDDOS)
Distributed optimal control, multi-agent system, edge computing, air-conditioning system, Internet of Things (IoT), communication link failure.
EPBD, Smart Readiness Indicator, Display Energy Certificate, automated SRI calculation, university campuses
Multi-agent reinforcement learning, EV charging, Data augmentation, Cross-site redirection, MADDPG, Load balancing
Multiple linear regression (MLR), Bayesian inference (BI), Building systems, Heating, ventilation and air-conditioning (HVAC), In-situ sensor calibration