Detection of Incipient Faults in Power Transformers using Fuzzy Logic and Decision Tree Models Based on Dissolved Gas Analysis

Detection of Incipient Faults in Power Transformers using Fuzzy Logic and Decision Tree Models Based on Dissolved Gas Analysis

This paper proposes an integrated approach utilizing Fuzzy Logic and Decision Tree algorithms to diagnose early-stage faults in power transformers based on Dissolved Gas Analysis (DGA) test results of transformer insulation oil. Overcoming limitations in conventional methods such as Duval Triangle,...

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Bibliographic Details
Main Authors: Felix Olowolafe, Kehinde Olukunmi Alawode
Format: Article
Language:English
Published: College of Engineering of Afe Babalola University, Ado-Ekiti (ABUAD), Ekiti State, Nigeria 2024-03-01
Series:ABUAD Journal of Engineering Research and Development
Subjects:
Dissolved Gas Analysis
Decision Tree
Fuzzy Logic
Membership Function
Incipient Faults
Conventional Methods
Online Access:https://journals.abuad.edu.ng/index.php/ajerd/article/view/329
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