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Phasor-Measurement-Unit-Based Data Analytics Using Digital Twin and PhasorAnalytics Software
December 2021 • Philip J. Hart, Weizhong Yan, Tianyi Wang, Vijay S. Kumar, Pengyuan Wang, Lijun He, Arun Subramanian, Kareem S. Aggour
A major objective of this project was to apply GE’s commercial machine learning and data analytics toolsets to large-scale, real-world, anonymized Phasor Measurement Unit (PMU) datasets in order to extract signatures, correlated and/or causal factors, and precursor patterns associated with significant power system phenomena. The project had a particular emphasis on extraction of insights relevant to asset health monitoring, real-time load modeling and cybersecurity monitoring. Additionally, the team was directed t…
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