DocumentCode
719357
Title
On smart grid communications reliability
Author
Kounev, Velin ; Levesque, Martin ; Tipper, David ; Gomes, Teresa
Author_Institution
Sch. of Inf. Sci., Univ. of Pittsburgh, Pittsburgh, PA, USA
fYear
2015
fDate
24-27 March 2015
Firstpage
33
Lastpage
40
Abstract
In this paper, we discuss the communications reliability requirements posed by the smart power grid with a focus on communications in support of wide area situational awareness. Implementation of wide area situational awareness relies on both transmission substation networks and wide area optical networks. We study the reliability of a sample communications network of the California Power Grid and find that its reliability falls short of proposed requirements. To overcome this issue, we consider the problem of designing the network to meet the reliability requirements while minimizing the network cost. Therefore, we propose two greedy iterative heuristics and a heuristic integer linear programming (H-ILP) model using minimum cut-sets for network reliability optimization. The greedy iterative algorithms outperform the H-ILP approach in terms of cost, but require a larger amount of computing resources. Both proposed models are in fact complementary and thus provide a framework to optimize the reliability of smart grid communications networks.
Keywords
cost reduction; greedy algorithms; integer programming; iterative methods; linear programming; optical fibre networks; power transmission reliability; smart power grids; substations; telecommunication network reliability; wide area networks; California power grid; H-ILP model; greedy iterative heuristics; heuristic integer linear programming model; network cost minimization; network reliability optimization; smart grid communications network reliability; transmission substation networks; wide area optical networks; wide area situational awareness; Communication networks; Phasor measurement units; Power system reliability; Reliability; Smart grids; Substations; Smart grid communications; all-terminal reliability optimization; network reliability;
fLanguage
English
Publisher
ieee
Conference_Titel
Design of Reliable Communication Networks (DRCN), 2015 11th International Conference on the
Conference_Location
Kansas City, MO
Type
conf
DOI
10.1109/DRCN.2015.7148982
Filename
7148982
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