Xiao-Li Zhao

Data-Driven Short-Term Forecasting of Indoor Thermal Fields via ST-JEPA for HVAC Feedforward Regulation

Precise indoor thermal environment forecasting is critical for the energy-efficient operation and model predictive control of building heating, ventilation, and air-conditioning (HVAC) systems. However, conventional predictive models often struggle to untangle the complex spatiotemporal dynamics captured by sparse sens...