ERef Bayreuth

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Model predictive control of residential energy systems using energy storage and controllable loads

Title data

Braun, Philipp ; Grüne, Lars ; Kellett, Christopher M. ; Weller, Steven R. ; Worthmann, Karl:
Model predictive control of residential energy systems using energy storage and controllable loads.
In: Russo, Giovanni ; Capasso, Vincenzo ; Nicosia, Giuseppe ; Romano, Vittorio (ed.): Progress in Industrial Mathematics at ECMI 2014. - Heidelberg : Springer , 2016 . - pp. 617-623 . - (Mathematics in Industry ; 22 )
ISBN 978-3-319-23413-7
DOI: https://doi.org/10.1007/978-3-319-23413-7_85

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Abstract in another language

Local energy storage and smart energy scheduling can be used to fatten energy profiles with undesirable peaks. Extending a recently developed model to allow controllable loads, we present Centralized and Decentralized Model Predictive Control algorithms to reduce these peaks. Numerical results show that the additional degree of freedom leads to improved performance.

Further data

Item Type:	Article in a book
Refereed:	Yes
Keywords:	model predictive control; smart grid application; distributed control
Institutions of the University:	Faculties Faculties > Faculty of Mathematics, Physics und Computer Science Faculties > Faculty of Mathematics, Physics und Computer Science > Department of Mathematics Faculties > Faculty of Mathematics, Physics und Computer Science > Department of Mathematics > Chair Mathematics V (Applied Mathematics) Faculties > Faculty of Mathematics, Physics und Computer Science > Department of Mathematics > Chair Mathematics V (Applied Mathematics) > Chair Mathematics V (Applied Mathematics) - Univ.-Prof. Dr. Lars Grüne Profile Fields Profile Fields > Advanced Fields Profile Fields > Advanced Fields > Nonlinear Dynamics Research Institutions > Research Centres > Forschungszentrum für Modellbildung und Simulation (MODUS) Research Institutions Research Institutions > Research Centres
Result of work at the UBT:	Yes
DDC Subjects:	500 Science > 510 Mathematics
Date Deposited:	18 Sep 2017 09:16
Last Modified:	06 Feb 2023 08:07
URI:	https://eref.uni-bayreuth.de/id/eprint/39668

Available Versions of this Item

Model predictive control of residential energy systems using energy storage & controllable loads. (deposited 04 Apr 2015 21:00)
- Model predictive control of residential energy systems using energy storage and controllable loads. (deposited 18 Sep 2017 09:16) [Currently Displayed]