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Towards price-based predictive control of a small scale electricity network

Title data

Braun, Philipp ; Grüne, Lars ; Kellett, Christopher M. ; Weller, Steven R. ; Worthmann, Karl:
Towards price-based predictive control of a small scale electricity network.
In: International Journal of Control. Vol. N.N. (June 2017) . - pp. 1-40.
ISSN 0020-7179
DOI: https://doi.org/10.1080/00207179.2017.1339329

Related URLs

Project information

Project title:
Project's official titleProject's id
DFG-Projekt "Analyse der Regelgüte für verteilte und multikriterielle Modellprädiktive Regelung"GR 1569/13-1
DFG-GrantWO 2056/1
ARC Future FellowshipFT1101000746

Project financing: Deutsche Forschungsgemeinschaft
ARC

Abstract in another language

With the increasing deployment of battery storage devices in residential electricity networks, it is essential that the charging and discharging of these devices be scheduled so as to avoid adverse impacts on the electricity distribution network. In this paper, we propose a non-cooperative, price-based hierarchical distributed optimisation approach that provably recovers the centralised, or cooperative, optimal performance from the point of view of the network operator. The performance of this algorithm is validated on recent measurements taken from an Australian electricity distribution company, Ausgrid.

Further data

Item Type: Article in a journal
Refereed: Yes
Keywords: Distributed Optimisation; Gradient Ascent Method; Smart Grid Battery Scheduling; Real-Time Pricing
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) > Chair Mathematics V (Applied Mathematics) - Univ.-Prof. Dr. Lars Grüne)
Faculties > Faculty of Mathematics, Physics und Computer Science > Department of Mathematics > Professorship Applied Mathematics (Applied Mathematics)
Profile Fields
Profile Fields > Advanced Fields
Profile Fields > Advanced Fields > Nonlinear Dynamics
Faculties > Faculty of Mathematics, Physics und Computer Science > Department of Mathematics > Chair Mathematics V (Applied Mathematics)
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: 19 Nov 2016 22:00
Last Modified: 23 Feb 2018 09:18
URI: https://eref.uni-bayreuth.de/id/eprint/35168