Blackouts, risk, and fat-tailed distributions
Physics and Society
2007-05-23 v1
Abstract
We analyze a 19-year time series of North American electric power transmission system blackouts. Contrary to previously reported results we find a fatter than exponential decay in the distribution of inter-occurrence times and evidence of seasonal dependence in the number of events. Our findings question the use of self-organized criticality, and in particular the sandpile model, as a paradigm of blackout dynamics in power transmission systems. Hopefully, though, they will provide guidelines to more accurate models for evaluation of blackout risk.
Cite
@article{arxiv.physics/0510077,
title = {Blackouts, risk, and fat-tailed distributions},
author = {Rafal Weron and Ingve Simonsen},
journal= {arXiv preprint arXiv:physics/0510077},
year = {2007}
}
Comments
5 pages, 3 figures, to appear in: H. Takayasu (ed.), Proceedings of the 3rd Nikkei Econophysics Symposium, Springer-Tokyo, 2005/2006