Power Disturbance Monitoring through Techniques for Novelty Detection on Wind Power and Photovoltaic Generation

Power Disturbance Monitoring through Techniques for Novelty Detection on Wind Power and Photovoltaic Generation

Novelty detection is a statistical method that verifies new or unknown data, determines whether these data are inliers (within the norm) or outliers (outside the norm), and can be used, for example, in developing classification strategies in machine learning systems for industrial applications. To t...

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Bibliographic Details
Main Authors: Artvin Darien Gonzalez-Abreu, Roque Alfredo Osornio-Rios, David Alejandro Elvira-Ortiz, Arturo Yosimar Jaen-Cuellar, Miguel Delgado-Prieto, Jose Alfonso Antonino-Daviu
Format: Article
Language:English
Published: MDPI AG 2023-03-01
Series:Sensors
Subjects:
novelty detection
machine learning
power quality disturbance
wind generation
photovoltaic generation
Online Access:https://www.mdpi.com/1424-8220/23/6/2908

Internet

https://www.mdpi.com/1424-8220/23/6/2908

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