DocumentCode :
3582282
Title :
A first step towards resilient graph partitioning for electrical grids
Author :
Arizumi, Nana ; Minami, Kazuhiro ; Tanjo, Tomoya ; Maruyama, Hiroshi ; Murakami, Daisuke ; Yamagata, Yoshiki
Author_Institution :
Inst. of Stat. Math., Tokyo, Japan
fYear :
2014
Firstpage :
1
Lastpage :
6
Abstract :
We study a graph partitioning problem for electrical grids such that a given grid is partitioned into multiple ones that are self-contained concerning electricity balance. Our goal is to find a resilient partition against time-changing power demand and supply over the year. In this paper, we investigate two graph partitioning algorithms applying them to a synthesized dataset based on realistic assumptions about Yokohama, Japan. Our initial results show that a simple algorithm, which only considers horizontal or vertical partitions, possibly produces more resilient partitions than a more general algorithm whose partitions divide a graph into subgraphs of any topology.
Keywords :
demand side management; energy management systems; graph theory; power grids; electrical grids; electricity balance; graph partitioning problem; horizontal partitions; resilient partition; time-changing power demand and supply; vertical partitions; Approximation algorithms; Cities and towns; Clustering algorithms; Electricity; Microgrids; Partitioning algorithms; Power transmission lines; Electrical grids; graph partition; resilience;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Information and Automation for Sustainability (ICIAfS), 2014 7th International Conference on
Type :
conf
DOI :
10.1109/ICIAFS.2014.7069608
Filename :
7069608
Link To Document :
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