Feature Reduction for Neural Network based Small-Signal Stability Assessment

Affiliation
University of Duisburg, Germany
Teeuwsen, Simon Patrick;
GND
121269192X
Affiliation
University of Duisburg, Germany
Erlich, István;
GND
1099328977
Affiliation
University of Washington, Seattle, USA
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.

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