Transformers in machine learning: literature review

T Thoyyibah, W Haryono, AU Zailani… - Jurnal Penelitian …, 2023 - jppipa.unram.ac.id
In this study, the researcher presents an approach regarding methods in Transformer
Machine Learning. Initially, transformers are neural network architectures that are …

[PDF][PDF] Power Transformer Prognostics and Health Management Using Machine Learning: A Review and Future Directions

R Zemouri - 2025 - preprints.org
Power transformers (PT) play a vital role in the electrical power system. Assessing their
health to predict their remaining useful life is essential to optimise maintenance. Scheduling …

Fault Prediction in Power Transformer Using Ensemble Models

CE Igodan, P Katyo - University of Ibadan Journal of Science and …, 2024 - journals.ui.edu.ng
One of the highly important elements of electrical system networks is the power transformer.
There is an increasing amount of research being done on early warning systems and faults …

Application of Deep Learning LSTM in Online Power Prediction on Three-Phase Power Transformer

DA Pratama, S Nabila - Building of Informatics, Technology …, 2022 - ejurnal.seminar-id.com
Electrical energy plays an important role in daily life, especially companies. The 3 Phase
Power Transformer is one of the important electrical components that is very influential in …

Development of a Neural Network for a Digital Twin of Three-Winding Transformer

M Mikhailovich, S Leonov… - 2024 IEEE 3rd …, 2024 - ieeexplore.ieee.org
This article discusses an approach to the design of a neural network for a three-winding
transformer as part of a digital twin. The structure of the neural network is shown, important …

[PDF][PDF] Model to improve the energy distribution network through a generator set and support with capacitors to satisfy the maximum demand in a mining site

W Alvarado-Laveriano, JVC Student¹ - laccei.org
This research work describes a project to improve the electrical installations of a mining site
in Peru due to energy shortage problems. The mining site is vital for the national production …

[PDF][PDF] Transformer Model in Music Mood Classification

In recent years, artificial intelligence technology has developed rapidly and has become an
inseparable part of life. Artificial intelligence has driven many activities in various subfields …