ResFaultyMan: An intelligent fault detection predictive model in power electronics systems using unsupervised learning isolation forest

Intelligent fault detection considered as a paramount importance in Power Electronics Systems (PELS) to ensure operational reliability along with rising complexities and critical application demands. However, most of the developed methods in real-world scenarios can have better detection, and accura...

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Vydané v:	Heliyon Ročník 10; číslo 15; s. e35243
Hlavní autori:	Safari, Ashkan, Sabahi, Mehran, Oshnoei, Arman
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	England Elsevier Ltd 15.08.2024 Elsevier
Predmet:	Artificial intelligence electric potential difference electronics forests Intelligent fault detection Power electronics systems Pyboard microcontroller Python-to-python interface resistors Unsupervised isolation forest Unsupervised isolation forest Intelligent fault detection Pyboard microcontroller Python-to-python interface Power electronics systems Artificial intelligence
ISSN:	2405-8440, 2405-8440
On-line prístup:	Získať plný text
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