Machine Learning-Based Sensor Data Modeling Methods for Power Transformer PHM

An emerging prognostic and health management (PHM) technology has recently attracted a great deal of attention from academies, industries, and governments. The need for higher equipment availability and lower maintenance cost is driving the development and integration of prognostic and health manage...

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Detalhes bibliográficos
Main Authors: Anyi Li, Xiaohui Yang, Huanyu Dong, Zihao Xie, Chunsheng Yang
Formato: Artigo
Idioma:Inglês
Publicado em: MDPI AG 2018-12-01
Colecção:Sensors
Assuntos:
machine learning
effective cuckoo search
BP neural network
IEC-three ratio method
power transformer PHM
fault diagnosis
Acesso em linha:https://www.mdpi.com/1424-8220/18/12/4430
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