Integrating wind variability to modelling wind-ramp events using a non-binary ramp function and deep learning models

Russell Sharp, Hisham Ihshaish, J. Ignacio Deza

The forecasting of large ramps in wind power output known as ramp events is crucial for the incorporation of large volumes of wind energy into national electricity grids. Large var…