Transient Stability Assessment of Power Systems Based on CLV-GAN and I-ECOC
Nan Li,
Jiafei Wu,
Lili Shan
et al.
Abstract:In order to improve the multi-class assessment performance of transient stability in power systems, a multi-class assessment model that combines the CLV-GAN algorithm with an improved error-correcting output coding technique is proposed in the paper. To address the issue of the small number of unstable samples in power systems, a sample generation model is constructed by combining a dual-encoder VAE with a GAN network. The model generates effective artificial samples to balance the sample ratio between categor… Show more
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