Rashed Al-Tarawneh

Comprehensive Evaluation of Machine Learning Models for DGA-Based Fault Classification in Power Transformers

Dissolved Gas Analysis (DGA) is a widely used technique for condition monitoring and fault diagnosis of oil-immersed power transformers. Conventional DGA interpretation methods, including ratio-based and graphical approaches, are simple to implement and widely adopted in industrial practice. However, these methods may...