Feature Reduction for Neural Network based Small-Signal Stability Assessment

Teeuwsen, Simon Patrick; Erlich, István LSF; El-Sharkawi, Mohamed A.

This paper introduces several feature extraction and selection techniques.Previous studies showed good results when neural networks are applied to the small-signal stability assessment. However the use of reduction techniques can decrease the number of features and thus the number of quantities, which need to be observed, measured and transmitted, respectively.

PSCC 2002, Sevilla, Spain, June 24-28, 2002

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Teeuwsen, Simon Patrick / Erlich, István / El-Sharkawi, Mohamed A.: Feature Reduction for Neural Network based Small-Signal Stability Assessment. 2012.

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