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

URN to cite this document: urn:nbn:de:bvb:703-epub-3034-6

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.
Bayreuth , 2016 . - 29 S.

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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

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: Preprint, postprint
Keywords: Distributed Optimisation; Gradient Ascent Method; Smart Grid Battery Scheduling; Real-Time Pricing
DDC Subjects: 500 Science > 510 Mathematics
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 > Chair 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)
Language: English
Originates at UBT: Yes
URN: urn:nbn:de:bvb:703-epub-3034-6
Date Deposited: 15 Nov 2016 06:20
Last Modified: 28 Mar 2019 11:51
URI: https://epub.uni-bayreuth.de/id/eprint/3034

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