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 …

Due to the large number of distribution transformers in the distribution grid, the status of
distribution transformers plays an important role in ensuring the safe and reliable operation …

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 …

Bug reports facilitate software development teams in improving the quality of software.
These reports include significant information related to problems encountered within a …

Power transformer is one of the more important components of electrical power systems. The
early detection of transformer faults increases the power system reliability. Dissolved gas …

This paper presents a deep generative model-aided intelligent framework for effective health
condition evaluation of power grid transformers. The health assessment of a power …

Implementation of the smart transformer concept is critical for the deployment of IIoT-based
smart grids. Top manufacturers of power electrics develop and adopt online monitoring …

Power transformers are critical components of every power system. They are expensive
apparatuses accounting for a significant portion of the capital investment in the electric …

This work examines the application of machine learning (ML) algorithms to evaluate
dissolved gas analysis (DGA) data to quickly identify incipient faults in oil-immersed …

Machine learning is widely used as a panacea in many engineering applications including
the condition assessment of power transformers. Most statistics attribute the main cause of …