Real-Time Nuisance Fault Detection in Photovoltaic Generation Systems Using a Fine Tree Classifier

Real-Time Nuisance Fault Detection in Photovoltaic Generation Systems Using a Fine Tree Classifier

Nuisance faults are caused by weather events, which result in solar farms being disconnected from the electricity grid. This results in long stretches of downtime for troubleshooting as data are mined manually for possible fault causes, and consequently, cost thousands of dollars in lost revenue and...

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Bibliographic Details
Main Authors: Collin Barker, Sam Cipkar, Tyler Lavigne, Cameron Watson, Maher Azzouz
Format: Article
Language:English
Published: MDPI AG 2021-02-01
Series:Sustainability
Subjects:
nuisance faults
photovoltaic farms
machine learning
fine tree classifier
supervisory control and data acquisition (SCADA)
Online Access:https://www.mdpi.com/2071-1050/13/4/2235

Internet

https://www.mdpi.com/2071-1050/13/4/2235

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