Optimal control of electricity input given an uncertain demand

Göttlich, Simone ; Korn, Ralf ; Lux, Kerstin

Weitere URL:	https://arxiv.org/abs/1810.05480
Dokumenttyp:	Arbeitspapier
Erscheinungsjahr:	2018
Ort der Veröffentlichung:	Mannheim
Sprache der Veröffentlichung:	Englisch
Einrichtung:	Fakultät für Wirtschaftsinformatik und Wirtschaftsmathematik > Scientific Computing (Göttlich 2011-)
Fachgebiet:	510 Mathematik
Abstract:	We consider the problem of determining an optimal strategy for electricity injection that faces an uncertain power demand stream. This demand stream is modeled via an Ornstein-Uhlenbeck process with an additional jump component, whereas the power flow is represented by the linear transport equation. We analytically determine the optimal amount of power supply for different levels of available information and compare the results to each other. For numerical purposes, we reformulate the original problem in terms of the cost function such that classical optimization solvers can be directly applied. The computational results are illustrated for different scenarios.