Feature Selection and Classification Optimization of Transformer Oil Odor Data With Recursive Feature Elimination Using Grid Search and Cross-Validation

Feature Selection and Classification Optimization of Transformer Oil Odor Data With Recursive Feature Elimination Using Grid Search and Cross-Validation

Power transformers are vital for transmitting, distributing, and using energy produced in electrical energy systems. The failure of a distribution transformer can cause significant financial losses to society and cause irreparable problems. Therefore, power transformers’ reliability, cont...

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Bibliographic Details
Main Author: Bilge Han Tozlu
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Access
Subjects:
ExtraTreesClassifier
feature selection
recursive feature elimination
electronic nose
dielectric breakdown voltage test
classification algorithms
Online Access:https://ieeexplore.ieee.org/document/10857287/
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