Zhi-Xian Sun

Development of a Hierarchical Reinforcement Learning Model for Dynamic Retail Pricing and Cooling Demand Response in Building Communities

Building cooling loads provide flexibility for demand response, but their operation must balance user cost, aggregator revenue, carbon emissions, and thermal comfort. Existing building control studies often treat electricity prices as external inputs, whereas many dynamic pricing studies simplify building thermal respo...