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

• Main Authors: Zhang, Yuchen, Xu, Yan, Dong, Zhao Yang
• Other Authors: School of Electrical and Electronic Engineering
• Format: Article
• Language: English
• Published: 2020
• Subjects: Engineering::Electrical and electronic engineering; Data Analytics; PMU
• Online Access: https://hdl.handle.net/10356/139792
• Institution: Nanyang Technological University

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...