Photovoltaic (PV) generation is potentially uncertain. Probabilistic PV forecasting methods have been proposed with prediction intervals (PIs) to evaluate the uncertainty quantitively. However, few studies applied PIs geographically distributed PVs in a specific area. In this study, two-step probabilistic forecast scheme for forecasting. Each step of adopts ensemble based on three different mac...