QATAR UNIVERSITY COLLEGE OF ENGINEERING ACCURATE CLASSIFICATION OF PARTIAL DISCHARGE PHENOMENA IN POWER TRANSFORMERS IN THE PRESENCE OF NOISE BY RACHAEL FERNANDEZ A Thesis Submitted to the Faculty of the College of Engineering in Partial Fulfillment of the Requirements for the Degree of Masters of Science in Computing June 2017 © 2017 Rachael Fernandez. All Rights Reserved.