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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Detalhes bibliográficos
Main Authors: Zhi-Jun Li, Wei-Gen Chen, Jie Shan, Zhi-Yong Yang, Ling-Yan Cao
Formato: Artigo
Idioma:Inglês
Publicado em: MDPI AG 2022-04-01
Colecção:Energies
Assuntos:
firefly algorithm
the Taguchi method
communication strategy
transformer fault diagnosis
BP neural network
Acesso em linha:https://www.mdpi.com/1996-1073/15/9/3017
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