Review on evolution of intelligent algorithms for transformer condition assessment

J Wang, X Zhang, F Zhang, J Wan, L Kou… - Frontiers in Energy …, 2022 - frontiersin.org
Transformers are playing an increasingly significant part in energy conversion, transmission,
and distribution, which link various resources, including conventional, renewable, and …

An integrated method of ANFIS and Dempster-Shafer theory for fault diagnosis of power transformer

T Kari, W Gao, D Zhao, Z Zhang, W Mo… - … on Dielectrics and …, 2018 - ieeexplore.ieee.org
Dissolved gas analysis (DGA) approach is extensively applied to detect incipient faults of
power transformers. This paper presents a novel DGA method for power transformer …

A new approach to identify power transformer criticality and asset management decision based on dissolved gas-in-oil analysis

A Abu-Siada, S Islam - IEEE Transactions on Dielectrics and …, 2012 - ieeexplore.ieee.org
Dissolved gas analysis (DGA) of transformer oil is one of the most effective power
transformer condition monitoring tools. There are many interpretation techniques for DGA …

A new fuzzy logic approach for consistent interpretation of dissolved gas-in-oil analysis

A Abu-Siada, S Hmood, S Islam - IEEE Transactions on …, 2013 - ieeexplore.ieee.org
Dissolved gas analysis (DGA) of transformer oil is one of the most effective power
transformer condition monitoring tools. There are many interpretation techniques for DGA …

Application of back propagation neural network in complex diagnostics and forecasting loss of life of cellulose paper insulation in oil-immersed transformers

MK Ngwenyama, MN Gitau - Scientific Reports, 2024 - nature.com
Oil-immersed transformers are expensive equipment in the electrical system, and their
failure would lead to widespread blackouts and catastrophic economic losses. In this work …

A new fuzzy logic approach to identify power transformer criticality using dissolved gas-in-oil analysis

A Abu-Siada, S Hmood - International Journal of Electrical Power & Energy …, 2015 - Elsevier
Dissolved gas analysis (DGA) of transformer oil is one of the most effective power
transformer condition monitoring tools. There are many interpretation techniques for DGA …

Fuzzy logic approach to identify transformer criticality using dissolved gas analysis

A Abu-Siada, M Arshad, S Islam - IEEE PES general meeting, 2010 - ieeexplore.ieee.org
Dissolved gas analysis (DGA) of transformer oil is one of the most effective power
transformer condition monitoring tools. There are many interpretation techniques for DGA …

[PDF][PDF] Review of artificial intelligence techniques application to dissolved gas analysis on power transformer

NK Sharma, PK Tiwari, YR Sood - International Journal of Computer …, 2011 - academia.edu
Transformers are a critical part of an electrical utility's asset base. On-line monitoring and
diagnostics is a useful tool to help operators to manage their assets and make decisions on …

Condition assessment of power transformer using fuzzy and evidential theory

T Kari, W Gao, Y Liu, Y Chen… - … Conference on Condition …, 2016 - ieeexplore.ieee.org
To meet the needs of risk assessment of power transformer in power system, a condition
assessment model of power transformer based on fuzzy evaluation method and information …

The DGA interpretation method using relative content of characteristic gases and gas-ratio combinations for fault diagnosis of oil-immersed power transformers

A Zhao, X Tang, Z Zhang, J Liu - Proceedings of 2014 …, 2014 - ieeexplore.ieee.org
Dissolved Gas-in-oil Analysis (DGA) is used widely in the power laboratory and industrial
field as a sensitive and reliable technique for the detection of potential incipient fault …