Outlier Detection Methods for Uncovering of Critical Events in Historical Phasor Measurement Records

The scope of this survey is the uncovering of potential critical events from mixed PMU data sets. An unsupervised procedure is introduced with the use of different outlier detection methods. For that, different techniques for signal analysis are used to generate features in time and frequency domain...

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Bibliographic Details
Main Authors: André Kummerow, Steffen Nicolai, Peter Bretschneider
Format: Article
Language:English
Published: EDP Sciences 2018-01-01
Series:E3S Web of Conferences
Online Access:https://doi.org/10.1051/e3sconf/20186408006