A new deep learning architecture with inductive bias balance for transformer oil temperature forecasting

Abstract Ensuring the optimal performance of power transformers is a laborious task in which the insulation system plays a vital role in decreasing their deterioration. The insulation system uses insulating oil to control temperature, as high temperatures can reduce the lifetime of the transformers...

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Bibliographic Details
Main Authors: Manuel J. Jiménez-Navarro, María Martínez-Ballesteros, Francisco Martínez-Álvarez, Gualberto Asencio-Cortés
Format: Article
Language:English
Published: SpringerOpen 2023-05-01
Series:Journal of Big Data
Subjects:
Online Access:https://doi.org/10.1186/s40537-023-00745-0