Robust ensemble data analytics for incomplete PMU measurements-based power system stability assessment

• المؤلفون الرئيسيون: Zhang, Yuchen, Xu, Yan, Dong, Zhao Yang
• مؤلفون آخرون: School of Electrical and Electronic Engineering
• التنسيق: مقال
• اللغة: English
• منشور في: 2020
• الموضوعات: Engineering::Electrical and electronic engineering; Data Analytics; PMU
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/139792

This letter proposes a new ensemble data-analytics model for PMU-based pre-contingency stability assessment (SA) considering incomplete data measurements. The model consists of a minimum number of single classifiers which are, respectively, trained by a strategically selected cluster of PMU measurem...