Research on the Transformer Failure Diagnosis Method Based on Fluorescence Spectroscopy Analysis and SBOA Optimized BPNN

Research on the Transformer Failure Diagnosis Method Based on Fluorescence Spectroscopy Analysis and SBOA Optimized BPNN

The representative dissolved gases analysis (DGA) method for transformer fault detection faces many shortcomings in early fault diagnosis, which restricts the application and development of fault detection technology in the field of transformers. In order to diagnose early failure in time, fluoresce...

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Bibliographic Details
Main Authors: Xueqing Chen, Dacheng Li, Anjing Wang
Format: Article
Language:English
Published: MDPI AG 2025-04-01
Series:Sensors
Subjects:
transformer failure diagnosis
fluorescence spectroscopy
back propagation neural network (BPNN)
secretary bird optimization algorithm (SBOA)
Online Access:https://www.mdpi.com/1424-8220/25/7/2296
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