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Robustness of power-law behavior in cascading line failure models

Authors :
Fiona Sloothaak
A.P. Zwart
Sem Borst
Stochastic Operations Research
Centrum Wiskunde & Informatica, Amsterdam (CWI), The Netherlands
Source :
Stochastic Models, 34(1), 45-72. Taylor and Francis Ltd., Stochastic Models, 34(1), 45-72
Publication Year :
2018

Abstract

Inspired by reliability issues in electric transmission networks, we use a probabilistic approach to study the occurrence of large failures in a stylized cascading line failure model. Such models capture the phenomenon where an initial line failure potentially triggers massive knock-on effects. Under certain critical conditions, the probability that the number of line failures exceeds a large threshold obeys a power-law distribution, a distinctive property observed in empiric blackout data. In this paper, we examine the robustness of the power-law behavior by exploring under which conditions this behavior prevails.

Details

Language :
English
ISSN :
15326349
Volume :
34
Issue :
1
Database :
OpenAIRE
Journal :
Stochastic Models
Accession number :
edsair.doi.dedup.....b88b588e41ab97a4537432ec66b19b6c