Comparison and Evaluation of Methods for a Predict+Optimize Problem in Renewable Energy

no code implementations • 21 Dec 2022 • Christoph Bergmeir, Frits de Nijs, Abishek Sriramulu, Mahdi Abolghasemi, Richard Bean, John Betts, Quang Bui, Nam Trong Dinh, Nils Einecke, Rasul Esmaeilbeigi, Scott Ferraro, Priya Galketiya, Evgenii Genov, Robert Glasgow, Rakshitha Godahewa, Yanfei Kang, Steffen Limmer, Luis Magdalena, Pablo Montero-Manso, Daniel Peralta, Yogesh Pipada Sunil Kumar, Alejandro Rosales-Pérez, Julian Ruddick, Akylas Stratigakos, Peter Stuckey, Guido Tack, Isaac Triguero, Rui Yuan

As both forecasting and optimization are difficult problems in their own right, relatively few research has been done in this area.

Scheduling

Optimal activity and battery scheduling algorithm using load and solar generation forecasts

no code implementations • 24 Oct 2022 • Yogesh Pipada Sunil Kumar, Rui Yuan, Nam Trong Dinh, S. Ali Pourmousavi

Energy usage optimal scheduling has attracted great attention in the power system community, where various methodologies have been proposed.

Scheduling