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Robustness of power-law behavior in cascading line failure models
- 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.
- Subjects :
- Statistics and Probability
Stylized fact
020209 energy
Applied Mathematics
Cascading failures
Blackout
Probabilistic logic
02 engineering and technology
Power law
Cascading failure
rare-event
Electric power transmission
blackouts
power-law
Robustness (computer science)
Control theory
Modeling and Simulation
0202 electrical engineering, electronic engineering, information engineering
medicine
medicine.symptom
Critical condition
Mathematics
Subjects
Details
- Language :
- English
- ISSN :
- 15326349
- Volume :
- 34
- Issue :
- 1
- Database :
- OpenAIRE
- Journal :
- Stochastic Models
- Accession number :
- edsair.doi.dedup.....b88b588e41ab97a4537432ec66b19b6c