Probabilistic Modeling of Renewable Energy Generation: Measuring Risk in Daily Grid Operations
On many days, California now generates more than half of our electricity from renewable energy sources, especially solar and wind farms. Renewables are intrinsically weather-driven, introducing major new uncertainties into the daily balancing of grid load and power generation. Large deviations between forecasted and realized renewable production are frequent and impose significant additional cost on running the grid.