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MP-Grid: Detecting power grid outages with topological machine learning

delete2026-02-16
delete0
PRE
AI
M
Md Joshem Uddin
D
Damilola R. Olojede
R
Roshni Anna Jacob
B
Barış Coşkunuzer *
J
Jie Zhang *
DOI：10.1016/j.apenergy.2026.127501delete
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Abstract

Abstract

En 中文
• Detecting power outages using topological features and graph learning. • Introducing multiparameter persistent homology for power grids. • Achieving scalability for large, realistic power grids.
Keywords:
Power outage detection
Topological machine learning
Persistent homology
Power grid analysis
Graph learning

Journal

Applied Energy cover
Applied Energy
IF:
11
Papers:
2.6W
Citations:
17.8W

Organization

U
University of Texas at Dallas
Scholars:
392
Papers: 216
Citations: 1