Data-driven uncertainty quantification for constrained stochastic differential equations and application to solar photovoltaic power forecast data

Khaoula Ben Chaabane, Ahmed Kebaier, Marco Scavino +1

In this work, we extend the data-driven Itô stochastic differential equation (SDE) framework for the pathwise assessment of short-term forecast errors to account for the time-depen…