I. Introduction
Research in the area of fault-diagnosis and condition monitoring of wind generators has generated keen interest as the clamor for renewable energy [1]–[5] becomes louder and clearer; thanks to the burgeoning oil prices. Wind generators used for high power range (660KW to 2MW) are mainly wound rotor synchronous generators and Doubly-Fed Induction Generators (DFIG) [6]. Low voltage (690V) DFIG are widely used in this power range and relate to major market share [6]. The need for an accurate condition monitoring and fault detection method is highly in demand to reduce the operation and maintenance cost of wind energy systems. In particular with plan of offshore installations, which makes it more inaccessible, it is vital to increase the reliability and simultaneously increase the service interval [1].