A Real-Time Method to Estimate the Operational Condition of Distribution Transformers

A Real-Time Method to Estimate the Operational Condition of Distribution Transformers

In this article, an unsupervised learning method is presented with the objective of modeling, in real-time, the main operating modes (OM) of distribution transformers. This model is then used to assess the operational condition through use of two tools: the operation map and the health index. This a...

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Bibliographic Details
Main Authors: Leandro José Duarte, Alan Petrônio Pinheiro, Daniel Oliveira Ferreira
Format: Article
Language:English
Published: MDPI AG 2022-11-01
Series:Energies
Subjects:
distribution transformer
unsupervised learning
automatic diagnostic
real-time monitoring
health index
operation map
Online Access:https://www.mdpi.com/1996-1073/15/22/8716

Internet

https://www.mdpi.com/1996-1073/15/22/8716

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