Root cause analysis for inverters in solar photo-voltaic plants

• Published in: Engineering failure analysis Vol. 118; p. 104856
• Main Author: Arias Velásquez, Ricardo Manuel
• Format: Journal Article
• Language: English
• Published: Elsevier Ltd 01.12.2020
• Subjects: Automated; Failure assessment curve; Inverters; Photo-voltaic; Root cause analysis; Root cause analysis; Inverters; Automated; Failure assessment curve; Photo-voltaic

•Novel framework for autonomous root cause fault analysis.•There is no need for a priori process knowledge and expert intervention.•Root cause analysis based on 65,000 inverters, 10,273,928 millions of data structured•Random committee and Logistic Model Tree algorithms has 99.21% accuracy. This rese...