I. Introduction
Induction motors (IM) have many advantages in industrial drive systems: simple construction and easy maintenance. However, IMs may fail earlier due to harsh operating environment and overloads [1]. If such faults were not detected early, IMs would stop running unexpectedly or cause accidents. Therefore, condition monitoring and fault diagnosis of IMs are very important.