In today's industrial landscape, electric motors serve as crucial components in powering a wide array of machines. Ensuring the reliability and efficiency of these motors is essential for maintaining seamless operations. However, over time, these vital devices may develop defects that could go unnoticed without proper monitoring and detection methods.