Closed Linux OS • Isolated Edge Microservices • Local Predictive Maintenance & Bandwidth Reduction
| Container Application | Predictive Functionality | Sampling Rate | Raw Input Rate | Filtered Output Rate | Operational Status |
|---|---|---|---|---|---|
| vibration-fft-analyzer | Fast Fourier Transform (FFT) on 10kHz motor vibration to detect bearing race spalling before catastrophic lockup. | 10,000 Hz | 10,000 samples/s | 10 metrics/s (99.9% saved) | Executing |
| thermal-runaway-guard | Kalman-filter tracking correlation between current draw (kW) vs stator temperature (°C) to flag coil breakdown. | 100 ms | 10 samples/s | Alerts only (0 anomalies) | Executing |
| data-compression-dedup | Deadband thresholding eliminating redundant stationary readings before cloud and historian transmission. | 50 ms | 2,800 tags/s | 490 tags/s (82.5% saved) | Executing |
| cip-threat-sanitizer | Deep inspection of CIP EtherNet/IP packet payloads preventing malformed setpoint overrides and injection attacks. | Line-rate | 3,900 pkts/s | 0 unauthorized writes | Shielded |