Xiao-Feng Qian

Ramp-Aware Photovoltaic Power Interval Forecasting Using a Temporal Fusion Transformer

Photovoltaic (PV) power interval forecasting models are commonly trained on data dominated by non-ramp samples, which may weaken uncertainty characterization during rapid power changes. This study proposes a ramp-aware quantile regression Temporal Fusion Transformer (RQR-TFT) that jointly estimates PV power quantiles a...