In the world of machinery and industrial applications, electric motors play a crucial role in powering various operations. Ensuring that these motors are in pristine condition is vital for maintaining efficiency and preventing costly breakdowns. Motor reliability is a key factor that directly impacts the overall performance of equipment. Detecting