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 due to burgeoning oil prices. Wind generators used for high-power range (660 kW to 2 MW) are mainly wound-rotor synchronous generators and doubly fed induction generators (DFIGs) [5]. Normally, 690-V DFIGs are used in this power range and relate to major market share [5]. The need for an accurate condition-monitoring and fault-detection method is high to reduce the operating and maintenance costs of wind energy systems. In particular, with plan of offshore installations, which makes it more inaccessible, it is vital to simultaneously increase reliability and service interval [1].