Sample augment method for power system transient stability assessment based on improved CVAE-GAN
Electric Power Automation EquipmentVol. 45, Issue 9, Pages: 216-224(2025)
ANALYSIS AND RESEARCH|更新时间:2025-09-09
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Sample augment method for power system transient stability assessment based on improved CVAE-GAN
“In the field of transient stability assessment of power systems, experts have proposed a sample augmentation method based on improved CVAE-GAN, which effectively improves the identification rate and evaluation accuracy of unstable samples.”
作者机构:
1.交直流智能配电网湖北省工程中心,湖北 武汉 430072
2.武汉大学 电气与自动化学院,湖北 武汉 430072
3.国网湖北省电力有限公司电力科学研究院,湖北 武汉 430077
作者简介:
基金信息:
the Science and Technology Project of State Grid Corporation of China
MA Binyu,YANG Jun,PENG Xiaotao,et al.Sample augment method for power system transient stability assessment based on improved CVAE-GAN[J].Electric Power Automation Equipment,2025,45(09):216-224.
MA Binyu,YANG Jun,PENG Xiaotao,et al.Sample augment method for power system transient stability assessment based on improved CVAE-GAN[J].Electric Power Automation Equipment,2025,45(09):216-224. DOI: 10.16081/j.epae.202504023.
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