Emanuele Principi

Estimating PV Self-Consumption from Net Load Data via Physics-Anchored Domain Adaptation

Accurate residential photovoltaic (PV) self-consumption estimation is crucial for grid management, yet traditionally requires rare, dedicated sub-metering. Most residential setups provide only aggregate net load data, masking the underlying bidirectional energy flows. While existing load disaggregation methods attempt...