Adaptive SCADA/HMI fault-diagnosis framework fusing a real-time ML classifier (97.3%) with PFMEA risk-informed alarm prioritization on a PLC-controlled mixing plant - M.S. thesis (Ignition, Allen-Bradley, FastAPI, scikit-learn).
machine-learning automation neural-network plc hmi control-systems scada anomaly-detection fault-detection fastapi industrial-control-systems fault-diagnosis pfmea ignition-scada
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Updated
Jun 20, 2026 - Jupyter Notebook