Health condition assessment of transformers based on cross message passing graph neural networks

A method is proposed to assess the health condition of transformers based on cross message passing graph neural networks (CMPGNNs) in this paper. In order to improve the accuracy of transformer health condition assessment, multiple indicators and their strong correlation are taken into account. The...

Full description

Bibliographic Details
Main Authors: DianSheng Luo, RuiYao Xi, LiXuan Che, HongYing He
Format: Article
Language:English
Published: Frontiers Media S.A. 2022-09-01
Series:Frontiers in Energy Research
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fenrg.2022.973736/full