The impact of the topology on cascading failures in a power grid model
Yakup Koç,
Martijn Warnier,
Piet Van Mieghem,
Robert E. Kooij and
Frances M.T. Brazier
Physica A: Statistical Mechanics and its Applications, 2014, vol. 402, issue C, 169-179
Abstract:
Cascading failures are one of the main reasons for large scale blackouts in power transmission grids. Secure electrical power supply requires, together with careful operation, a robust design of the electrical power grid topology. Currently, the impact of the topology on grid robustness is mainly assessed by purely topological approaches, that fail to capture the essence of electric power flow. This paper proposes a metric, the effective graph resistance, to relate the topology of a power grid to its robustness against cascading failures by deliberate attacks, while also taking the fundamental characteristics of the electric power grid into account such as power flow allocation according to Kirchhoff laws. Experimental verification on synthetic power systems shows that the proposed metric reflects the grid robustness accurately. The proposed metric is used to optimize a grid topology for a higher level of robustness. To demonstrate its applicability, the metric is applied on the IEEE 118 bus power system to improve its robustness against cascading failures.
Keywords: Cascading failures; Robustness; Power grid; Topology; Complex networks; Effective graph resistance (search for similar items in EconPapers)
Date: 2014
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Citations: View citations in EconPapers (18)
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Persistent link: https://EconPapers.repec.org/RePEc:eee:phsmap:v:402:y:2014:i:c:p:169-179
DOI: 10.1016/j.physa.2014.01.056
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