Phase 5 · Visualization
Deployment Forecast Interface
Forecast dashboard
This dashboard exposes the deployment-facing prediction layer required by the contract: multi-horizon DSG Fouling Severity Index forecasts at 1, 7, 14, and 30 days. The page is intended for both engineering review and operational interpretation. P50 is the central forecast. P10 and P90 define the uncertainty band.
Interpretation guide:
Normal means forecast FSI < 0.25,
Warning means forecast FSI between 0.25 and 0.40,
Critical means forecast FSI ≥ 0.40.
P50 is the main operating estimate; P10/P90 should be read as uncertainty bounds rather than guarantees.
Latest successful model
#17
tft_baseline_log1p_fsi
This is the current model used when “Generate Forecast” is executed.
Active assets
3
Forecastable DSG reboilers currently configured in the system.
Supported horizons
1, 7, 14, 30 days
Contract-required horizons for forward FSI prediction.
Latest forecast summary by asset
One summary row per asset from the latest forecast origin day. This is the main operator-facing view.
Latest forecast rows
Detailed latest rows by asset and horizon. These are the exact persisted serving outputs that Grafana should read.
| Asset | Model Run | As Of | Target Day | Horizon | P10 | P50 | P90 | Interpretation |
|---|---|---|---|---|---|---|---|---|
| E102A | #17 | 2024-06-29 | 2024-06-30 | 1d | 0.0047 | 0.0000 | 0.3748 | Low predicted fouling severity at this horizon. |
| E102A | #17 | 2024-06-29 | 2024-07-06 | 7d | 0.0158 | 0.0653 | 0.7171 | Low predicted fouling severity at this horizon. |
| E102A | #17 | 2024-06-29 | 2024-07-13 | 14d | 0.0802 | 0.2840 | 0.9095 | Moderate fouling risk. Monitor trend closely. |
| E102A | #17 | 2024-06-29 | 2024-07-29 | 30d | 0.0187 | 0.1099 | 0.2469 | Low predicted fouling severity at this horizon. |
| E102B | #17 | 2024-06-29 | 2024-06-30 | 1d | 0.0000 | 1.2860 | Low predicted fouling severity at this horizon. | |
| E102B | #17 | 2024-06-29 | 2024-07-06 | 7d | 0.0133 | 0.2438 | 3.5507 | Low predicted fouling severity at this horizon. |
| E102B | #17 | 2024-06-29 | 2024-07-13 | 14d | 0.3931 | 1.8800 | 8.0827 | High fouling risk. Review intervention planning. |
| E102B | #17 | 2024-06-29 | 2024-07-29 | 30d | 0.3039 | 1.5021 | 4.7771 | High fouling risk. Review intervention planning. |
| E102C | #17 | 2024-06-29 | 2024-06-30 | 1d | 0.0015 | 0.3261 | Low predicted fouling severity at this horizon. | |
| E102C | #17 | 2024-06-29 | 2024-07-06 | 7d | 0.0528 | 0.3280 | 0.9151 | Moderate fouling risk. Monitor trend closely. |
| E102C | #17 | 2024-06-29 | 2024-07-13 | 14d | 0.0601 | 0.3184 | 0.7953 | Moderate fouling risk. Monitor trend closely. |
| E102C | #17 | 2024-06-29 | 2024-07-29 | 30d | 0.3097 | 0.9384 | 1.6060 | High fouling risk. Review intervention planning. |