Fast transient security assessment by pattern recognition

The success of such a method is based upon the pattern vector. The pattern vector consists of the transient energies of individual machines and the sum of transmission margins of the elements of the reduced network, its dimension is proportional to the number of generators and the relevant information that it contains is extracted by feature extraction method proposed by Foley and Sammon. These results are applied to a six-machine system for a three-phase fault