Machine Learning Techniques for Power System Security Assessment**This work was supported by the Russian Scientific Foundation under Grant No. 14-19-00054 and the 2015 Endeavour Scholarship and Fellowship program.

Modern electricity grids continue to be vulnerable to large-scale blackouts. As all states leading to large-scale blackouts are unique, there is no algorithm to identify pre-emergency states. Moreover, numerical conventional methods are computationally expensive, which makes it difficult to use for ... View More