predictive maintenance ml project
70% Drop In Downtime Using Student-Run Machine Learning
In 2023 a student-run predictive maintenance ML project reduced unplanned downtime by 70%, proving that classroom work can directly protect the factory floor. By turning coursework into a live monitoring system, students turned theory into measurable profit. Predictive Maintenance ML Project Key Takeaways * Vibration data + CNN gave 93% fault detection.