Stochastic Model Predictive Control for Smart Grid Applications
Fraunhofer IRB Verlag
ISBN 978-3-8396-1936-0
Standardpreis
Bibliografische Daten
Fachbuch
Buch. Softcover
2023
In englischer Sprache
Umfang: 180 S.
Format (B x L): 14,8 x 21 cm
Verlag: Fraunhofer IRB Verlag
ISBN: 978-3-8396-1936-0
Weiterführende bibliografische Daten
Das Werk ist Teil der Reihe: Solare Energie- und Systemforschung / Solar Energy and Systems Research
Produktbeschreibung
This thesis investigates model predictive control of such systems. Therein, external and historic data is used to model forecast uncertainty of household load as well as photovoltaic generation.
This leads to stochastic optimal control problems which are solved using stochastic dynamic programming. With this approach, the nonlinear and discrete dynamics of the controlled system can be modeled without significant increase in computational requirements.
The control scheme was applied to two cases in simulation and field test. In both cases the stochastic modelling yielded better performance than a comparable state of the art control scheme.
Autorinnen und Autoren
Produktsicherheit
Hersteller
Fraunhofer Verlag
verlag@fraunhofer.de