A challenging problem in the protection of power transformers is the fault detection and
diagnosis (FDD). FDD has an essential role in the reliability and safety of modern power …

This research presents an artificial neural network (ANN)-based scheme for fault diagnosis
of power transformers. The scheme is designed to detect the fault, estimate the faulted side …

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 …

Early diagnosis of incipient faults in power transformers enables their predictive
maintenance and guarantees their proper operation. Recently, machine learning (ML) …

The power transformer is one of the vital and substantial elements of each country's power
grid which not only require high investment, but they are also important in terms of economy …

Dissolved gas analysis (DGA) is the standard technique to diagnose the fault types of oil-
immersed power transformers. Various traditional DGA methods have been employed to …

Transformers are the vital parts of an electrical grid system. A faulty transformer can
destabilize the electrical supply along with the other devices of the transmission system. Due …

While frequency response analysis (FRA) is a well matured technique widely used by
current industry practice to detect the mechanical integrity of power transformers …

Power transformers are one of the most important components of the electrical power
networks. A wide range of mechanical and electrical stresses in addition to the aging could …

Detection of transformer faults avoids the transformer's undesirable loss from service and
ensures utility service continuity. Diagnosis of transformer faults is determined using …