39
PSERC
Local Monitoring and Control Techniques
•Neural Network based Fault
Detection & Classification
(NNFDC)
1. By using the ART neural network based on unsupervised & supervised learning, a set of clusters that represent the desired outputs are obtained.
2. Using the
prototypes of trained clusters, Fuzzy K-nearest neighborhood classifier can realize online analysis of
unknown patterns for fault detection and classification