Integration of Machine Learning Algorithms for Predictive Maintenance in Electrical Machines
Electrical machines are critical assets in laboratories and industries but are often susceptible to failures such as insulation breakdown, overheating, vibration anomalies, and electrical imbalances. Traditional maintenance practices have remained reactive and schedule-based, resulting in costly downtime and safety haz...