Isolated Edge Containers • Deep Learning AI Inference • Collaborative Information Server (CI Server)
| AI Model Workload | Model Architecture | Target Process | Input Rate | Anomaly Confidence | Execution State |
|---|---|---|---|---|---|
| process-cavitation-detector | 1D-CNN Spectral Vibration Model | Main Centrifugal Feed Pump P-101 | 1,000 samples/s | 99.4% Normal | Inference Active |
| distillation-virtual-analyzer | LSTM Recurrent Soft Sensor | Fractionator Column Purity Predictor | 100 ms | R² = 0.982 | Inference Active |
| exasmoc-multivariable-mpc | Model Predictive Control Solver | 480V Power & Thermal Balance Matrix | 500 ms | Optimal (0 Constraints) | Executing |