no code implementations • 29 Sep 2021 • Napoleon Costilla-Enriquez, Yang Weng
To prove our point, we examine dataset transformations used in the literature to adapt machine learning-based methods across domains and show that these dataset transformations are not always beneficial in terms of performance.
no code implementations • 20 Aug 2021 • Napoleon Costilla-Enriquez, Miguel Ortega-Vazquez, Aidan Tuohy, Amber Motley, Rebecca Webb
Results show the benefits in terms of risk reduction of considering the probabilistic forecast information into the dimensioning process of operating reserve requirements.