Transient Stability Assessment and Parametric Study Using Back Propagation Algorithm

Abstract This paper proposes a new method using back propagation algorithm and equal area criterion for fast transient stability assessment. The basic concept of the proposed method is shown for a one-machine with infinite-bus system. Then, examples of transient stability assessment are shown to demonstrate the powerfulness of the method in three categories, i.e., stability assessment, stability limits and parametric study. Finally, the example of stability limits calculation using back propagation algorithm is described in detail.