Machine Learning for Predictive Maintenance
Coursera
About This Course
Apply machine learning techniques to predict equipment failures in warehouse automation. Covers vibration analysis, time series forecasting, and anomaly detection.
What You'll Learn
- Sensor data collection strategies
- Vibration analysis fundamentals
- Time series forecasting models
- Anomaly detection algorithms
- ML model deployment
- ROI calculation for PdM programs