## Support vector machines for transient stability analysis of large-scale power systems

- L. Moulin, A. Alves da Silva, M. El-Sharkawi, R. Marks
- IEEE Trans. Power Syst., vol. 19, no. 2, pp. 818…
- 2004

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@article{Zheng2017RealtimeTS, title={Real-time transient stability assessment based on deep recurrent neural network}, author={Le Zheng and Wei Hu and Kai-Yuan Hou and Xingwei Xu and Guanghui Shao}, journal={2017 IEEE Innovative Smart Grid Technologies - Asia (ISGT-Asia)}, year={2017}, pages={1-5} }

- Published 2017 in 2017 IEEE Innovative Smart Grid Technologies…

Real-time transient stability assessment (TSA) is conducted in a data driven framework, by considering the temporal relations of the predictors using recurrent neural network (RNN) with long short-term memory (LSTM) units. Specifically, the TSA problem is converted to approximate the stability boundary based on the fact that the disturbed system is stable… CONTINUE READING

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