Enhanced Distributed Parallel Firefly Algorithm Based on the Taguchi Method for Transformer Fault Diagnosis

Enhanced Distributed Parallel Firefly Algorithm Based on the Taguchi Method for Transformer Fault Diagnosis

To improve the reliability and accuracy of a transformer fault diagnosis model based on a backpropagation (BP) neural network, this study proposed an enhanced distributed parallel firefly algorithm based on the Taguchi method (EDPFA). First, a distributed parallel firefly algorithm (DPFA) was implem...

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Bibliographic Details
Main Authors: Zhi-Jun Li, Wei-Gen Chen, Jie Shan, Zhi-Yong Yang, Ling-Yan Cao
Format: Article
Language:English
Published: MDPI AG 2022-04-01
Series:Energies
Subjects:
firefly algorithm
the Taguchi method
communication strategy
transformer fault diagnosis
BP neural network
Online Access:https://www.mdpi.com/1996-1073/15/9/3017

Internet

https://www.mdpi.com/1996-1073/15/9/3017

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