Efficient Splitting Simulation for Blackout Analysis

@article{Wang2015EfficientSS,
  title={Efficient Splitting Simulation for Blackout Analysis},
  author={S. -W. Wang and Argon Chen and Chih-Wen Liu and Chun-Hung Chen and John F. Shortle and Jin-Yi Wu},
  journal={IEEE Transactions on Power Systems},
  year={2015},
  volume={30},
  pages={1775-1783}
}
The analysis of severe blackouts has become an essential part of transmission grid planning and operation. This may include evaluation of rare-event probabilities, which can be difficult to estimate. While simulation offers flexibility to model large complex systems, efficiency remains a big concern when estimating very small probabilities. This paper presents an effective simulation technique to evaluate rare-event probabilities associated with cascading blackouts in an electric grid. We test… CONTINUE READING
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A Markov-Based Cascading Outage Searching Method Considering Load-Dependent Outages

2018 IEEE International Conference on Probabilistic Methods Applied to Power Systems (PMAPS) • 2018
View 1 Excerpt

Speeding up simulations of cascading blackout in power systems by identifying high influential lines

2017 IEEE Power & Energy Society General Meeting • 2017
View 1 Excerpt

References

Publications referenced by this paper.
Showing 1-10 of 19 references

Splitting Method for Speedy Simulation of Cascading Blackouts

IEEE Transactions on Power Systems • 2013
View 4 Excerpts
Highly Influenced

Optimal splitting for rare-event simulation

J. Shortle, C. H. Chen, B. Crain, A. Brodsky, D. Brod
IIE Trans., vol. 44, no. 5, pp. 352–367, 2012. • 2012
View 4 Excerpts
Highly Influenced

An Optimal Sample Allocation Strategy for Partition-Based Random Search

IEEE Transactions on Automation Science and Engineering • 2014
View 1 Excerpt

Efficient simulation of blackout probabilities using splitting

J. Shortle
Elect. Power Energy Syst., vol. 44, no. 1, pp. 743–751, 2013. • 2013
View 2 Excerpts

Introduction to rare-event simulation

J. Shortle, P. L'Ecuyer
Wiley Encyclopedia of Operations Research andManagement Science, J. Cochran, Ed. New York, NY, USA: Wiley, 2011. • 2011
View 1 Excerpt

Optimal hit-based splitting technique for rare-event simulation and its application to power grid blackout simulation

S. P. Wang
M.S. thesis, National Taiwan Univ., Taipei, Taiwan, 2011. • 2011
View 1 Excerpt

An Introduction to Monte Carlo Methods and Rare Event Simulation

2009 Sixth International Conference on the Quantitative Evaluation of Systems • 2009
View 1 Excerpt

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