Research progress on oil-immersed transformer mechanical condition identification based on vibration signals

YT Sun, HZ Ma - Renewable and Sustainable Energy Reviews, 2024 - Elsevier
In recent years, vibration signals have been widely applied for the identification of
mechanical states in oil-immersed transformers. This paper, following the framework of …

Operation state identification method for converter transformers based on vibration detection technology and deep belief network optimization algorithm

Y Wu, Z Zhang, R Xiao, P Jiang, Z Dong, J Deng - Actuators, 2021 - mdpi.com
The converter transformer is a special power transformer that connects the converter bridge
to the AC system in the HVDC transmission system. Due to the special structure of the …

Vibro-acoustic methods in the condition assessment of power transformers: A survey

A Secic, M Krpan, I Kuzle - IEEE access, 2019 - ieeexplore.ieee.org
It has been over two decades since the publication of pioneer works about the power
transformer diagnostics based on monitoring of their acoustic fingerprints. Since then, there …

Transformer fault condition prognosis using vibration signals over cloud environment

M Bagheri, A Zollanvari, S Nezhivenko - IEEE Access, 2018 - ieeexplore.ieee.org
On-line monitoring and diagnosis of transformers have been investigated and discussed
significantly in the last few decades. Vibration method is considered as one of the non …

Research on vibration characteristics and Multi-parameter state recognition of±500 kV converter transformer under fluctuating conditions

P Jiang, Z Zhang, J Zhang, B Deng, J Deng… - International Journal of …, 2022 - Elsevier
The vibration of the winding and the iron core is the main source of the vibration of the
converter transformer tank, and the vibration measurement and characteristic analysis are …

[PDF][PDF] Transmission of vibration of a power transformer from the internal structures to the tank

M Jin, J Pan, H Huang, J Zhou - Proceedings of the Acoustics, 2012 - acoustics.asn.au
Vibration-based transformer condition monitoring aims to identify the conditions of a
transformer's internal structures, such as its windings and core, by measuring the vibration of …

A low-cost online health assessment system for oil-immersed service transformers using real-time grid energy monitoring

QT Tran, L Roose, B Doan Van, QN Nguyen - Energies, 2022 - mdpi.com
In this paper, we present a low-cost health assessment system for oil-immersed service
transformers using a monitoring device to measure energy in real time. By assessing the …

An end-to-end framework combining time–frequency expert knowledge and modified transformer networks for vibration signal classification

C Jin, X Chen - Expert Systems with Applications, 2021 - Elsevier
Vibration signal classification plays an important role in operation monitoring of mechanical
structures. In this paper, a novel end-to-end framework is proposed for intelligent vibration …

Automatic Condition Monitoring and Fault Diagnosis System for Power Transformers Based on Voiceprint Recognition

Z Yu, Y Wei, B Niu, X Zhang - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Power transformer emits continuous vibration signals during working, which contain plenty
of impulses and fluctuations caused by mechanical faults, and these signals are the main …

Transformer condition monitoring based on load-varied vibration response and GRU neural networks

K Hong, J Pan, M Jin - IEEE Access, 2020 - ieeexplore.ieee.org
Study of the vibration mechanisms of transformer windings may lead to useful applications of
vibration techniques to transformer online diagnosis. In a power transformer, the clamping …