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AI & INDUSTRIAL PREDICTIVE MAINTENANCE
Category
INFORMATION TECHNOLOGY
Subcategory
Artificial Intelligence
Code
IA024
Training Objectives
Implement an AI and IoT-based predictive maintenance system to anticipate failures, reduce unplanned downtime and optimize industrial costs.
Training Program
1. Predictive maintenance fundamentals & industrial indicators (MTBF, MTTR)
2. Sensors, data acquisition & IoT protocols (Modbus, MQTT, OPC UA)
3. Signal processing & feature extraction (FFT, RMS, kurtosis…)
4. Anomaly detection & failure prediction (scikit-learn)
