• Title/Summary/Keyword: Basin-of-Attraction Boundary

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Estimating Basin of Attraction for Multi-Basin Processes Using Support Vector Machine

  • Lee, Dae-Won;Lee, Jae-Wook
    • Management Science and Financial Engineering
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    • v.18 no.1
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    • pp.49-53
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    • 2012
  • A novel method of transient stability analysis is presented in this paper. The proposed method extracts data points near the basin-of-attraction boundary and then builds a support vector machine (SVM) model learned from the generated data. The constructed SVM classifier has been shown to reduce dramatically the conservativeness of the estimated basin of attraction.