• Cost effective assessment of transformers using machine learning approach 

      Benhmed, Kamel; Shaban, Khaled Bashir; El-Hag, Ayman ( IEEE Computer Society , 2014 , Conference Paper)
      Furan content in transformer oil is highly correlated with the transformer insulation paper aging. In this paper, the ranges of furan content in power transformer is predicted using measurements of transformer oil tests ...
    • Predicting transformers oil parameters 

      Shaban, Khaled; El-Hag, Ayman; Matveev, Andrei ( IEEE , 2009 , Conference Paper)
      In this paper different configurations of artificial neural networks are applied to predict various transformers oil parameters. The prediction is performed through modeling the relationship between the transformer insulation ...