Shahrad Samankan

Machine learning framework for short- and medium-term building energy consumption forecasting

Accurate forecasting of building energy consumption is crucial for increasing energy efficiency, enabling demand-side management, and improving decarbonization efforts. However, building load profiles are highly variable, impacted by operational schedules, tenant behavior, and weather conditions, limiting the accurac...