State-of-the-art review on asset management methodologies for oil-immersed power transformers

L Jin, D Kim, A Abu-Siada - Electric Power Systems Research, 2023 - Elsevier
Owing to their vital function and high cost, oil-immersed power transformers represent key
links in electricity grids. While extensive effort has been invested by industry in developing …

Review of transformer health index from the perspective of survivability and condition assessment

S Li, X Li, Y Cui, H Li - Electronics, 2023 - mdpi.com
As a critical indicator for assessing the survivability and condition of transformers in a fleet,
the transformer health index has attracted attention from both asset owners and international …

Health index, risk and remaining lifetime estimation of power transformers

J Foros, M Istad - IEEE Transactions on Power Delivery, 2020 - ieeexplore.ieee.org
A new method for systematically estimating health index, probability of breakdown, and
remaining life for power transformers is presented in this article. The method combines three …

Artificial intelligence-based power transformer health index for handling data uncertainty

D Rediansyah, RA Prasojo, A Abu-Siada - IEEE Access, 2021 - ieeexplore.ieee.org
Power transformer is a critical and expensive asset in electric transmission and distribution
networks. It is essential to monitor the health condition of all power transformer fleet in such …

An AI-Layered with Multi-Agent Systems Architecture for Prognostics Health Management of Smart Transformers: A Novel Approach for Smart Grid-Ready Energy …

O Laayati, H El Hadraoui, A El Magharaoui, N El-Bazi… - Energies, 2022 - mdpi.com
After the massive integration of distributed energy resources, energy storage systems and
the charging stations of electric vehicles, it has become very difficult to implement an efficient …

The new method for analyzing technology trends of smart energy asset performance management

NT Viet, AG Kravets - Energies, 2022 - mdpi.com
The development of emerging technologies not only has recently affected current industrial
production but also has generated promising manufacturing opportunities that impact …

Health evaluation of power transformer using deep learning neural network

Z Xing, Y He, J Chen, X Wang, B Du - Electric Power Systems Research, 2023 - Elsevier
The health evaluation is an effective method to detect the health condition of power tran.
3sformer. However, the redundancy, complexity, and small sample of dataset influence the …

Condition assessment of power transformers based on health index value

P Bohatyrewicz, J Płowucha, J Subocz - Applied Sciences, 2019 - mdpi.com
In electric power systems, health index algorithms are mostly used for evaluation of the
transformer population. In this method, some assessment criteria are insensitive when it …

Comparative study of full and reduced feature scenarios for health index computation of power transformers

SSM Ghoneim, IBM Taha - IEEE Access, 2020 - ieeexplore.ieee.org
Power transformer health index (PTHI) computation is performed based on the results of
different tests, such as dissolved gas analysis (DGA), oil quality (OQ) evaluation, and …

Applied complex diagnostics and monitoring of special power transformers

G Ivanov, A Spasova, V Mateev, I Marinova - Energies, 2023 - mdpi.com
As a major component in electric power systems, power transformers are one of the most
expensive and important pieces of electrical equipment. The trouble-free operation of power …