“…The origins of inherent failures are due to the mechanical or electrical forces acting in the machine enclosure. Researchers have studied a variety of machine faults, such as winding faults [2], voltage unbalance [3,4], broken rotor bars [5], eccentricity [6], and bearing faults [7].…”