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Jia-Xin Li

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Open access Aug 2026

Forced Oscillation Detection Using Hybrid Knowledge–Deep Learning Features

A Hybrid Knowledge-DL network (HKD-SVM) that utilizes Support Vector Machine (SVM) as the classifier, making the network well-suited for nonlinear, high-dimensional classification scenarios with limited training samples, which are common in power system applications.

Jia-Xin Li, Xiaomei Yang, Haoran Wu · Applied Sciences · 0 citations