Deep Learning-Based Fault Diagnosis and Predictive Maintenance for Electromechanical Equipment

This is like giving power-plant and industrial machines a ‘check engine’ light that can warn you well before something breaks. It listens to signals from motors, pumps, and generators and uses deep learning to spot tiny patterns that humans would miss, then predicts when failures are likely to happen so you can fix things during planned downtime instead of after a breakdown.