Reference : Cross-entropy based rare-event simulation for the identification of dangerous events in ...
Scientific congresses and symposiums : Paper published in a book
Engineering, computing & technology : Electrical & electronics engineering
Engineering, computing & technology : Computer science
http://hdl.handle.net/2268/13582
Cross-entropy based rare-event simulation for the identification of dangerous events in power systems
English
Belmudes, Florence mailto [Université de Liège - ULg > Dép. d'électric., électron. et informat. (Inst.Montefiore) > Systèmes et modélisation >]
Ernst, Damien mailto [Université de Liège - ULg > Dép. d'électric., électron. et informat. (Inst.Montefiore) > Systèmes et modélisation >]
Wehenkel, Louis mailto [Université de Liège - ULg > Dép. d'électric., électron. et informat. (Inst.Montefiore) > Systèmes et modélisation >]
2008
Proceedings of the 10th International Conference on Probabilistic Methods Applied to Power Systems (PMAPS-08)
Yes
No
International
978-1-9343-2521-6
10th International Conference on Probabilistic Methods Applied to Power Systems (PMAPS-08)
25-29 May 2008
Rincon
Puerto Rico
[en] power system security ; identification of dangerous events ; cross-entropy method
[en] We propose in this paper a novel approach for identifying rare events that may endanger power system integrity. This approach is inspired by the rare-event simulation literature and, in particular, by the cross-entropy (CE) method for rare event simulation. We propose a general framework for exploiting the CE method in the context of power system reliability evaluation, when a severity function defined on the set of possible events is available. The approach is illustrated on the IEEE 30 bus test system when instability mechanisms related to static voltage security are considered.
Fonds de la Recherche Scientifique (Communauté française de Belgique) - F.R.S.-FNRS
http://hdl.handle.net/2268/13582

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