Offline Fixture Replay
Sample CASE-4B7F4A for tank 4B7F4A
device: HAWKi
Matches expected baseline
Sampling Class
SEMI_SPARSE
Data Health
85%
Usage Rate (L/day)
0.0
Days Remaining
N/A
Weekly Consumption
Hidden
3 reportable weeks / 14
Points Processed
Raw: 98
Deduped: 0
Deduped: 0
Pipeline Output (Litres)
Raw
Smoothed
Noise/Spike
| Click a point to inspect analysis.
Weekly Consumption Report
Weekly consumption needs more fully covered weeks with good readings before it can be shown.
Needs at least
4 reportable weeks, health
85%+,
and coverage
60%+.
Sampling SEMI_SPARSE
Data Health 85.0%
Data Health 85.0%
Bars are shown only for weeks with enough clean coverage. Missing or unreliable weeks are left blank.
Detected Events
| Time | Type | Delta (L) |
|---|---|---|
| Jun 02 12:55 | FLATLINE_END | 13 pts |
| May 11 12:55 | FLATLINE_START | 5 pts |
| May 10 19:55 | FLATLINE_END | 20 pts |
| Apr 30 20:55 | FLATLINE_START | 14 pts |
| Mar 14 11:55 | FLATLINE_END | 20 pts |
| Mar 06 13:55 | FLATLINE_START | 17 pts |
Pipeline Trace
[Pipeline] Starting Pipeline execution...
[StageIngestSnapshot] Loaded 98 snapshot readings.
[StageValidate] Validation complete. Invalidated: 0
[StageDedup] Removed 0 duplicates.
[StageGapAnalysis] Median Interval: 7.0h, Max Gap: 566.0h. Class: SEMI_SPARSE
[StageNoise] Applied smoothing to 98 points.
[StageNoise] Applied Monotonic + Stability Filter. Clamped 26 points.
[StageMetrics] Calculated per-point usage rates.
[StageMetrics] Set Global Usage Rate to LATEST: 0.00 L/day.
[StageMetrics] Health Score: 85% (Good: 49, Fair: 49, Poor: 0)
[StageVisuals] Generated series. Raw: 98, Smooth: 98
[Pipeline] Pipeline completed in 2.83ms
Weekly Consumption Data Used
This table shows the exact weekly windows and start/end smoothed volumes used for the weekly
report. Weeks with top-ups, drops, noise, or weak coverage are kept for audit but excluded from
the chart values.
| Week | Week Range | Data Used | Start (L) | End (L) | Net Change (L) | Consumption (L) | Readings | Span (days) | Max Gap (h) | Status | Checks |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2026-W10 | 02 Mar - 08 Mar 2026 | 06 Mar 13:55 - 08 Mar 14:55 | 487.4 | 487.4 | 0.0 | 0.0 | 6 | 2.0 | 21.0 | INSUFFICIENT | Issue: Insufficient Span, Late Week Start |
| 2026-W11 | 09 Mar - 15 Mar 2026 | 09 Mar 09:55 - 15 Mar 10:55 | 487.4 | 479.5 | -8.0 | 8.0 | 16 | 6.0 | 24.0 | OK | None |
| 2026-W12 | 16 Mar - 22 Mar 2026 | 16 Mar 10:55 - 22 Mar 07:55 | 479.5 | 479.5 | 0.0 | 0.0 | 16 | 5.9 | 21.0 | OK | None |
| 2026-W13 | 23 Mar - 29 Mar 2026 | No usable points | - | - | - | - | 0 | 0.0 | - | INSUFFICIENT | Issue: No Readings |
| 2026-W14 | 30 Mar - 05 Apr 2026 | No usable points | - | - | - | - | 0 | 0.0 | - | INSUFFICIENT | Issue: No Readings |
| 2026-W15 | 06 Apr - 12 Apr 2026 | No usable points | - | - | - | - | 0 | 0.0 | - | INSUFFICIENT | Issue: No Readings |
| 2026-W16 | 13 Apr - 19 Apr 2026 | 14 Apr 21:55 - 19 Apr 17:55 | 455.3 | 455.3 | 0.0 | 0.0 | 19 | 4.8 | 15.0 | INSUFFICIENT | Issue: Late Week Start |
| 2026-W17 | 20 Apr - 26 Apr 2026 | 20 Apr 04:55 - 20 Apr 05:55 | 455.3 | 455.3 | 0.0 | 0.0 | 2 | 0.0 | 1.0 | INSUFFICIENT | Issue: Too Few Readings, Insufficient Span, Early Week End |
| 2026-W18 | 27 Apr - 03 May 2026 | 30 Apr 20:55 - 03 May 16:55 | 445.8 | 445.8 | 0.0 | 0.0 | 7 | 2.8 | 18.0 | INSUFFICIENT | Issue: Insufficient Span, Late Week Start |
| 2026-W19 | 04 May - 10 May 2026 | 04 May 05:55 - 10 May 19:55 | 445.8 | 445.8 | 0.0 | 0.0 | 13 | 6.6 | 25.0 | OK | None |
| 2026-W20 | 11 May - 17 May 2026 | 11 May 12:55 - 11 May 12:55 | 437.8 | 437.8 | 0.0 | 0.0 | 1 | 0.0 | 0.0 | INSUFFICIENT | Issue: Too Few Readings, Insufficient Span, Early Week End |
| 2026-W21 | 18 May - 24 May 2026 | No usable points | - | - | - | - | 0 | 0.0 | - | INSUFFICIENT | Issue: No Readings |
| 2026-W22 | 25 May - 31 May 2026 | 30 May 11:53 - 31 May 16:55 | 437.8 | 437.8 | 0.0 | 0.0 | 6 | 1.2 | 16.0 | INSUFFICIENT | Issue: Insufficient Span, Late Week Start |
| 2026-W23 | 01 Jun - 07 Jun 2026 | 01 Jun 07:55 - 05 Jun 13:55 | 437.8 | 429.8 | -8.0 | 8.0 | 12 | 4.3 | 22.0 | INSUFFICIENT | Issue: Insufficient Span, Early Week End |
Detailed Reading Analysis
| Timestamp | Raw (L) | Smooth (L) | Rate (L/d) | Status | Decision Speed | Health | Analysis Log |
|---|---|---|---|---|---|---|---|
| 06/03/2026 13:55:28 | 487.44 | 487.44 | - | FLATLINE | Immediate | GOOD |
• Smoothing: Window [487.44, 487.44, 487.44] -> Median: 487.44 • Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d). |
| 06/03/2026 14:55:28 | 487.44 | 487.44 | - | FLATLINE | Immediate | GOOD |
• Smoothing: Window [487.44, 487.44, 479.45] -> Median: 487.44 • Stability Filter: No change in volume. • Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d). |
| 07/03/2026 11:55:28 | 479.45 | 487.44 | - | FLATLINE | Immediate | FAIR |
• Smoothing: Window [487.44, 479.45, 479.45] -> Median: 479.45 • Stability Filter: Clamped minor wobble drop of 8.0L back to stable level. Future rebound returned near baseline in 0.9d after a short wobble. • Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d). |
| 08/03/2026 07:55:28 | 479.45 | 487.44 | - | FLATLINE | Immediate | FAIR |
• Smoothing: Window [479.45, 479.45, 487.44] -> Median: 479.45 • Stability Filter: Clamped minor wobble drop of 8.0L back to stable level. Future rebound returned near baseline in 0.0d after a short wobble. • Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d). |
| 08/03/2026 08:55:28 | 487.44 | 487.44 | - | FLATLINE | Immediate | GOOD |
• Smoothing: Window [479.45, 487.44, 495.42] -> Median: 487.44 • Stability Filter: No change in volume. • Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d). |
| 08/03/2026 14:55:28 | 495.42 | 487.44 | 0.0 | FLATLINE | Immediate | FAIR |
• Smoothing: Window [487.44, 495.42, 479.45] -> Median: 487.44 • Stability Filter: No change in volume. • Usage Rate: 0.0 L/d (flat, band 12.0L over 2.0d, 6 pts) |
| 09/03/2026 09:55:28 | 479.45 | 487.44 | 0.0 | FLATLINE | Immediate | FAIR |
• Smoothing: Window [495.42, 479.45, 479.45] -> Median: 479.45 • Stability Filter: Clamped minor wobble drop of 8.0L back to stable level. Future rebound returned near baseline in 0.4d after a short wobble. • Usage Rate: 0.0 L/d (flat, band 11.2L over 2.8d, 7 pts) |
| 09/03/2026 16:55:28 | 479.45 | 487.44 | 0.0 | FLATLINE | Immediate | FAIR |
• Smoothing: Window [479.45, 479.45, 487.44] -> Median: 479.45 • Stability Filter: Clamped minor wobble drop of 8.0L back to stable level. Future rebound returned near baseline in 0.1d after a short wobble. • Usage Rate: 0.0 L/d (flat, band 10.4L over 3.1d, 8 pts) |
| 09/03/2026 18:55:28 | 487.44 | 487.44 | 0.0 | FLATLINE | Immediate | GOOD |
• Smoothing: Window [479.45, 487.44, 487.44] -> Median: 487.44 • Stability Filter: No change in volume. • Usage Rate: 0.0 L/d (flat, band 9.6L over 3.2d, 9 pts) |
| 10/03/2026 11:55:28 | 487.44 | 487.44 | 0.0 | FLATLINE | Immediate | GOOD |
• Smoothing: Window [487.44, 487.44, 479.45] -> Median: 487.44 • Stability Filter: No change in volume. • Usage Rate: 0.0 L/d (flat, band 8.8L over 3.9d, 10 pts) |
| 11/03/2026 09:55:28 | 479.45 | 487.44 | 0.0 | FLATLINE | Immediate | FAIR |
• Smoothing: Window [487.44, 479.45, 471.46] -> Median: 479.45 • Stability Filter: Clamped minor wobble drop of 8.0L back to stable level. Future rebound returned near baseline in 0.9d after a short wobble. • Usage Rate: 0.0 L/d (flat, band 8.0L over 4.8d, 11 pts) |
| 11/03/2026 12:55:28 | 471.46 | 487.44 | 2.4 | FLATLINE | Immediate | FAIR |
• Smoothing: Window [479.45, 471.46, 487.44] -> Median: 479.45 • Stability Filter: Clamped minor wobble drop of 8.0L back to stable level. Future rebound returned near baseline in 0.8d after a short wobble. • Usage Rate: 2.4 L/d (drain-slow, band 8.0L over 5.0d, 12 pts) |
| 11/03/2026 15:55:28 | 487.44 | 487.44 | 0.0 | FLATLINE | Immediate | GOOD |
• Smoothing: Window [471.46, 487.44, 479.45] -> Median: 479.45 • Stability Filter: Median artifact detected. Rescued Raw Value (487.4L). • Usage Rate: 0.0 L/d (flat, band 8.0L over 5.1d, 13 pts) |
| 12/03/2026 06:55:28 | 479.45 | 487.44 | 0.0 | FLATLINE | Immediate | FAIR |
• Smoothing: Window [487.44, 479.45, 487.44] -> Median: 487.44 • Stability Filter: No change in volume. • Usage Rate: 0.0 L/d (flat, band 8.0L over 5.7d, 14 pts) |
| 12/03/2026 10:55:28 | 487.44 | 487.44 | 0.0 | FLATLINE | Immediate | GOOD |
• Smoothing: Window [479.45, 487.44, 487.44] -> Median: 487.44 • Stability Filter: No change in volume. • Usage Rate: 0.0 L/d (flat, band 8.0L over 5.9d, 15 pts) |
| 13/03/2026 10:55:28 | 487.44 | 487.44 | 0.0 | FLATLINE | Immediate | GOOD |
• Smoothing: Window [487.44, 487.44, 479.45] -> Median: 487.44 • Stability Filter: No change in volume. • Usage Rate: 0.0 L/d (flat, band 8.0L over 6.9d, 16 pts) |
| 13/03/2026 16:55:28 | 479.45 | 487.44 | 0.0 | FLATLINE | Immediate | FAIR |
• Smoothing: Window [487.44, 479.45, 495.42] -> Median: 487.44 • Stability Filter: No change in volume. • Event: Flatline detected after 17 consecutive unchanged readings over 7.1 days. • Usage Rate: 0.0 L/d (flat, band 8.0L over 7.1d, 17 pts) |
| 13/03/2026 18:55:28 | 495.42 | 487.44 | 0.0 | FLATLINE | Immediate | FAIR |
• Smoothing: Window [479.45, 495.42, 487.44] -> Median: 487.44 • Stability Filter: No change in volume. • Usage Rate: 0.0 L/d (flat, band 10.4L over 7.2d, 18 pts) |
| 14/03/2026 08:55:28 | 487.44 | 487.44 | 0.0 | FLATLINE | Immediate | GOOD |
• Smoothing: Window [495.42, 487.44, 479.45] -> Median: 487.44 • Stability Filter: No change in volume. • Usage Rate: 0.0 L/d (flat, band 9.6L over 7.8d, 19 pts) |
| 14/03/2026 11:55:28 | 479.45 | 487.44 | 0.0 | FLATLINE | Immediate | FAIR |
• Smoothing: Window [487.44, 479.45, 487.44] -> Median: 487.44 • Stability Filter: No change in volume. • Usage Rate: 0.0 L/d (flat, band 8.8L over 7.9d, 20 pts) |
| 15/03/2026 08:55:28 | 487.44 | 479.45 | 0.0 | Valid | Immediate | FAIR |
• Smoothing: Window [479.45, 487.44, 479.45] -> Median: 479.45 • Stability Filter: Accepted drop. Future confirms drop (No rebound). • Event: Flatline cleared after level changed by 8.0L. • Usage Rate: 0.0 L/d (flat, band 8.0L over 8.8d, 21 pts) |
| 15/03/2026 10:55:28 | 479.45 | 479.45 | 0.0 | Valid | Immediate | GOOD |
• Smoothing: Window [487.44, 479.45, 471.46] -> Median: 479.45 • Stability Filter: No change in volume. • Usage Rate: 0.0 L/d (flat, band 8.0L over 8.9d, 22 pts) |
| 16/03/2026 10:55:28 | 471.46 | 479.45 | 0.0 | Valid | Immediate | FAIR |
• Smoothing: Window [479.45, 471.46, 471.46] -> Median: 471.46 • Stability Filter: Clamped minor wobble drop of 8.0L back to stable level. Future rebound returned near baseline in 1.0d after a short wobble. • Usage Rate: 0.0 L/d (flat, band 8.0L over 9.9d, 23 pts) |
| 16/03/2026 15:55:28 | 471.46 | 479.45 | 0.0 | Valid | Immediate | FAIR |
• Smoothing: Window [471.46, 471.46, 471.46] -> Median: 471.46 • Stability Filter: Clamped minor wobble drop of 8.0L back to stable level. Future rebound returned near baseline in 0.8d after a short wobble. • Usage Rate: 0.0 L/d (flat, band 13.6L over 10.1d, 24 pts) |
| 16/03/2026 17:55:28 | 471.46 | 479.45 | 0.0 | Valid | Immediate | FAIR |
• Smoothing: Window [471.46, 471.46, 479.45] -> Median: 471.46 • Stability Filter: Clamped minor wobble drop of 8.0L back to stable level. Future rebound returned near baseline in 0.7d after a short wobble. • Usage Rate: 0.0 L/d (flat, band 16.0L over 10.2d, 25 pts) |
| 17/03/2026 10:55:28 | 479.45 | 479.45 | 0.0 | Valid | Immediate | GOOD |
• Smoothing: Window [471.46, 479.45, 479.45] -> Median: 479.45 • Stability Filter: No change in volume. • Usage Rate: 0.0 L/d (flat, band 16.0L over 10.9d, 26 pts) |
| 18/03/2026 06:55:28 | 479.45 | 479.45 | 0.0 | Valid | Immediate | GOOD |
• Smoothing: Window [479.45, 479.45, 479.45] -> Median: 479.45 • Stability Filter: No change in volume. • Usage Rate: 0.0 L/d (flat, band 16.0L over 11.7d, 27 pts) |
| 18/03/2026 10:55:28 | 479.45 | 479.45 | 0.0 | Valid | Immediate | GOOD |
• Smoothing: Window [479.45, 479.45, 487.44] -> Median: 479.45 • Stability Filter: No change in volume. • Usage Rate: 0.0 L/d (flat, band 16.0L over 11.9d, 28 pts) |
| 18/03/2026 13:55:28 | 487.44 | 479.45 | 0.0 | Valid | Immediate | FAIR |
• Smoothing: Window [479.45, 487.44, 479.45] -> Median: 479.45 • Stability Filter: No change in volume. • Usage Rate: 0.0 L/d (flat, band 16.0L over 12.0d, 29 pts) |
| 19/03/2026 10:55:28 | 479.45 | 479.45 | 0.0 | Valid | Immediate | GOOD |
• Smoothing: Window [487.44, 479.45, 479.45] -> Median: 479.45 • Stability Filter: No change in volume. • Usage Rate: 0.0 L/d (flat, band 16.0L over 12.9d, 30 pts) |
| 19/03/2026 15:55:28 | 479.45 | 479.45 | 0.0 | Valid | Immediate | GOOD |
• Smoothing: Window [479.45, 479.45, 471.46] -> Median: 479.45 • Stability Filter: No change in volume. • Usage Rate: 0.0 L/d (flat, band 16.0L over 13.1d, 31 pts) |
| 19/03/2026 17:55:28 | 471.46 | 479.45 | 0.0 | Valid | Immediate | FAIR |
• Smoothing: Window [479.45, 471.46, 479.45] -> Median: 479.45 • Stability Filter: No change in volume. • Usage Rate: 0.0 L/d (flat, band 16.0L over 13.2d, 32 pts) |
| 20/03/2026 11:55:28 | 479.45 | 479.45 | 0.0 | Valid | Immediate | GOOD |
• Smoothing: Window [471.46, 479.45, 479.45] -> Median: 479.45 • Stability Filter: No change in volume. • Usage Rate: 0.0 L/d (flat, band 16.0L over 13.9d, 33 pts) |
| 20/03/2026 13:55:28 | 479.45 | 479.45 | 0.0 | Valid | Immediate | GOOD |
• Smoothing: Window [479.45, 479.45, 479.45] -> Median: 479.45 • Stability Filter: No change in volume. • Usage Rate: 0.0 L/d (flat, band 16.0L over 14.0d, 34 pts) |
| 20/03/2026 16:55:28 | 479.45 | 479.45 | 0.0 | Valid | Immediate | GOOD |
• Smoothing: Window [479.45, 479.45, 479.45] -> Median: 479.45 • Stability Filter: No change in volume. • Usage Rate: 0.0 L/d (flat, band 16.0L over 13.2d, 33 pts) |
| 21/03/2026 11:54:48 | 479.45 | 479.45 | 0.0 | Valid | Immediate | GOOD |
• Smoothing: Window [479.45, 479.45, 487.44] -> Median: 479.45 • Stability Filter: No change in volume. • Usage Rate: 0.0 L/d (flat, band 16.0L over 14.0d, 34 pts) |
| 21/03/2026 14:55:28 | 487.44 | 479.45 | 0.0 | Valid | Immediate | FAIR |
• Smoothing: Window [479.45, 487.44, 479.45] -> Median: 479.45 • Stability Filter: No change in volume. • Usage Rate: 0.0 L/d (flat, band 16.0L over 13.3d, 34 pts) |
| 22/03/2026 07:55:28 | 479.45 | 479.45 | 0.0 | Valid | Immediate | GOOD |
• Smoothing: Window [487.44, 479.45, 455.35] -> Median: 479.45 • Stability Filter: No change in volume. • Usage Rate: 0.0 L/d (flat, band 16.0L over 14.0d, 35 pts) |
| 14/04/2026 21:55:28 | 455.35 | 455.35 | - | Valid | Immediate | GOOD |
• Smoothing: Window [479.45, 455.35, 445.76] -> Median: 455.35 • Stability Filter: Accepted drop. Future confirms drop (No rebound). • Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d). |
| 15/04/2026 05:55:28 | 445.76 | 455.35 | - | Valid | Immediate | FAIR |
• Smoothing: Window [455.35, 445.76, 445.76] -> Median: 445.76 • Stability Filter: Clamped minor wobble drop of 9.6L back to stable level. Future rebound returned near baseline in 1.9d after a short wobble. • Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d). |
| 15/04/2026 09:55:28 | 445.76 | 455.35 | - | Valid | Immediate | FAIR |
• Smoothing: Window [445.76, 445.76, 445.76] -> Median: 445.76 • Stability Filter: Clamped minor wobble drop of 9.6L back to stable level. Future rebound returned near baseline in 1.7d after a short wobble. • Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d). |
| 15/04/2026 13:55:28 | 445.76 | 455.35 | - | Valid | Immediate | FAIR |
• Smoothing: Window [445.76, 445.76, 445.76] -> Median: 445.76 • Stability Filter: Clamped minor wobble drop of 9.6L back to stable level. Future rebound returned near baseline in 1.5d after a short wobble. • Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d). |
| 15/04/2026 15:55:28 | 445.76 | 455.35 | - | Valid | Immediate | FAIR |
• Smoothing: Window [445.76, 445.76, 445.76] -> Median: 445.76 • Stability Filter: Clamped minor wobble drop of 9.6L back to stable level. Future rebound returned near baseline in 1.5d after a short wobble. • Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d). |
| 16/04/2026 02:55:28 | 445.76 | 455.35 | - | Valid | Immediate | FAIR |
• Smoothing: Window [445.76, 445.76, 455.35] -> Median: 445.76 • Stability Filter: Clamped minor wobble drop of 9.6L back to stable level. Future rebound returned near baseline in 1.0d after a short wobble. • Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d). |
| 16/04/2026 11:55:28 | 455.35 | 455.35 | - | Valid | Immediate | GOOD |
• Smoothing: Window [445.76, 455.35, 445.76] -> Median: 445.76 • Stability Filter: Median artifact detected. Rescued Raw Value (455.3L). • Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d). |
| 17/04/2026 02:55:28 | 445.76 | 455.35 | 0.0 | Valid | Immediate | FAIR |
• Smoothing: Window [455.35, 445.76, 455.35] -> Median: 455.35 • Stability Filter: No change in volume. • Usage Rate: 0.0 L/d (flat, band 9.6L over 2.2d, 8 pts) |
| 17/04/2026 13:55:28 | 455.35 | 455.35 | 0.0 | Valid | Immediate | GOOD |
• Smoothing: Window [445.76, 455.35, 455.35] -> Median: 455.35 • Stability Filter: No change in volume. • Usage Rate: 0.0 L/d (flat, band 9.6L over 2.7d, 9 pts) |
| 17/04/2026 15:55:28 | 455.35 | 455.35 | 0.0 | Valid | Immediate | GOOD |
• Smoothing: Window [455.35, 455.35, 455.35] -> Median: 455.35 • Stability Filter: No change in volume. • Usage Rate: 0.0 L/d (flat, band 9.6L over 2.8d, 10 pts) |
| 18/04/2026 05:55:28 | 455.35 | 455.35 | 0.0 | Valid | Immediate | GOOD |
• Smoothing: Window [455.35, 455.35, 455.35] -> Median: 455.35 • Stability Filter: No change in volume. • Usage Rate: 0.0 L/d (flat, band 9.6L over 3.3d, 11 pts) |
| 18/04/2026 07:55:28 | 455.35 | 455.35 | 0.0 | Valid | Immediate | GOOD |
• Smoothing: Window [455.35, 455.35, 445.76] -> Median: 455.35 • Stability Filter: No change in volume. • Usage Rate: 0.0 L/d (flat, band 9.6L over 3.4d, 12 pts) |
| 18/04/2026 15:55:28 | 445.76 | 455.35 | 0.0 | Valid | Immediate | FAIR |
• Smoothing: Window [455.35, 445.76, 445.76] -> Median: 445.76 • Stability Filter: Clamped minor wobble drop of 9.6L back to stable level. Future rebound returned near baseline in 0.6d after a short wobble. • Usage Rate: 0.0 L/d (flat, band 9.6L over 3.8d, 13 pts) |
| 19/04/2026 05:55:28 | 445.76 | 455.35 | 0.0 | Valid | Immediate | FAIR |
• Smoothing: Window [445.76, 445.76, 455.35] -> Median: 445.76 • Stability Filter: Clamped minor wobble drop of 9.6L back to stable level. Future rebound returned near baseline in 0.0d after a short wobble. • Usage Rate: 0.0 L/d (flat, band 9.6L over 4.3d, 14 pts) |
| 19/04/2026 06:55:28 | 455.35 | 455.35 | 0.0 | Valid | Immediate | GOOD |
• Smoothing: Window [445.76, 455.35, 463.33] -> Median: 455.35 • Stability Filter: No change in volume. • Usage Rate: 0.0 L/d (flat, band 9.6L over 4.4d, 15 pts) |
| 19/04/2026 13:55:28 | 463.33 | 455.35 | 0.0 | Valid | Immediate | FAIR |
• Smoothing: Window [455.35, 463.33, 445.76] -> Median: 455.35 • Stability Filter: No change in volume. • Usage Rate: 0.0 L/d (flat, band 9.6L over 4.7d, 16 pts) |
| 19/04/2026 14:55:28 | 445.76 | 455.35 | 0.0 | Valid | Immediate | FAIR |
• Smoothing: Window [463.33, 445.76, 455.35] -> Median: 455.35 • Stability Filter: No change in volume. • Usage Rate: 0.0 L/d (flat, band 9.6L over 4.7d, 17 pts) |
| 19/04/2026 15:55:28 | 455.35 | 455.35 | 0.0 | Valid | Immediate | GOOD |
• Smoothing: Window [445.76, 455.35, 445.76] -> Median: 445.76 • Stability Filter: Median artifact detected. Rescued Raw Value (455.3L). • Usage Rate: 0.0 L/d (flat, band 9.6L over 4.8d, 18 pts) |
| 19/04/2026 17:55:28 | 445.76 | 455.35 | 0.0 | Valid | Immediate | FAIR |
• Smoothing: Window [455.35, 445.76, 455.35] -> Median: 455.35 • Stability Filter: No change in volume. • Usage Rate: 0.0 L/d (flat, band 9.6L over 4.8d, 19 pts) |
| 20/04/2026 04:55:28 | 455.35 | 455.35 | 0.0 | Valid | Immediate | GOOD |
• Smoothing: Window [445.76, 455.35, 455.35] -> Median: 455.35 • Stability Filter: No change in volume. • Usage Rate: 0.0 L/d (flat, band 9.6L over 5.3d, 20 pts) |
| 20/04/2026 05:55:28 | 455.35 | 455.35 | 0.0 | Valid | Immediate | GOOD |
• Smoothing: Window [455.35, 455.35, 445.76] -> Median: 455.35 • Stability Filter: No change in volume. • Usage Rate: 0.0 L/d (flat, band 9.6L over 5.3d, 21 pts) |
| 30/04/2026 20:55:28 | 445.76 | 445.76 | 0.0 | FLATLINE | Immediate | GOOD |
• Smoothing: Window [455.35, 445.76, 429.79] -> Median: 445.76 • Stability Filter: Accepted drop. Future confirms drop (No rebound). • Usage Rate: 0.0 L/d (flat, band 9.6L over 13.8d, 15 pts) |
| 01/05/2026 09:55:28 | 429.79 | 445.76 | 0.0 | FLATLINE | Immediate | FAIR |
• Smoothing: Window [445.76, 429.79, 445.76] -> Median: 445.76 • Stability Filter: No change in volume. • Usage Rate: 0.0 L/d (flat, band 9.6L over 13.8d, 15 pts) |
| 01/05/2026 15:55:28 | 445.76 | 445.76 | 0.0 | FLATLINE | Immediate | GOOD |
• Smoothing: Window [429.79, 445.76, 455.35] -> Median: 445.76 • Stability Filter: No change in volume. • Usage Rate: 0.0 L/d (flat, band 9.6L over 14.0d, 15 pts) |
| 02/05/2026 09:55:28 | 455.35 | 445.76 | 0.0 | FLATLINE | Immediate | FAIR |
• Smoothing: Window [445.76, 455.35, 445.76] -> Median: 445.76 • Stability Filter: No change in volume. • Usage Rate: 0.0 L/d (flat, band 9.6L over 13.8d, 13 pts) |
| 02/05/2026 15:55:28 | 445.76 | 445.76 | 0.0 | FLATLINE | Immediate | GOOD |
• Smoothing: Window [455.35, 445.76, 445.76] -> Median: 445.76 • Stability Filter: No change in volume. • Usage Rate: 0.0 L/d (flat, band 9.6L over 14.0d, 14 pts) |
| 03/05/2026 09:55:28 | 445.76 | 445.76 | 0.0 | FLATLINE | Immediate | GOOD |
• Smoothing: Window [445.76, 445.76, 445.76] -> Median: 445.76 • Stability Filter: No change in volume. • Usage Rate: 0.0 L/d (flat, band 9.6L over 13.8d, 12 pts) |
| 03/05/2026 16:55:28 | 445.76 | 445.76 | 0.0 | FLATLINE | Immediate | GOOD |
• Smoothing: Window [445.76, 445.76, 445.76] -> Median: 445.76 • Stability Filter: No change in volume. • Usage Rate: 0.0 L/d (flat, band 11.2L over 14.0d, 10 pts) |
| 04/05/2026 05:55:28 | 445.76 | 445.76 | 0.0 | FLATLINE | Immediate | GOOD |
• Smoothing: Window [445.76, 445.76, 437.78] -> Median: 445.76 • Stability Filter: No change in volume. • Usage Rate: 0.0 L/d (flat, band 12.8L over 14.0d, 9 pts) |
| 04/05/2026 08:55:28 | 437.78 | 445.76 | 0.0 | FLATLINE | Immediate | FAIR |
• Smoothing: Window [445.76, 437.78, 445.76] -> Median: 445.76 • Stability Filter: No change in volume. • Usage Rate: 0.0 L/d (flat, band 11.5L over 3.5d, 9 pts) |
| 04/05/2026 15:55:28 | 445.76 | 445.76 | 0.0 | FLATLINE | Immediate | GOOD |
• Smoothing: Window [437.78, 445.76, 455.35] -> Median: 445.76 • Stability Filter: No change in volume. • Usage Rate: 0.0 L/d (flat, band 9.7L over 3.8d, 10 pts) |
| 05/05/2026 14:55:28 | 455.35 | 445.76 | 0.0 | FLATLINE | Immediate | FAIR |
• Smoothing: Window [445.76, 455.35, 429.79] -> Median: 445.76 • Stability Filter: No change in volume. • Usage Rate: 0.0 L/d (flat, band 17.6L over 4.8d, 11 pts) |
| 06/05/2026 11:55:28 | 429.79 | 445.76 | 0.0 | FLATLINE | Immediate | FAIR |
• Smoothing: Window [455.35, 429.79, 445.76] -> Median: 445.76 • Stability Filter: No change in volume. • Usage Rate: 0.0 L/d (flat, band 23.8L over 5.6d, 12 pts) |
| 07/05/2026 08:55:28 | 445.76 | 445.76 | 0.0 | FLATLINE | Immediate | GOOD |
• Smoothing: Window [429.79, 445.76, 437.78] -> Median: 437.78 • Stability Filter: Median artifact detected. Rescued Raw Value (445.8L). • Usage Rate: 0.0 L/d (flat, band 22.0L over 6.5d, 13 pts) |
| 08/05/2026 09:55:28 | 437.78 | 445.76 | 0.0 | FLATLINE | Immediate | FAIR |
• Smoothing: Window [445.76, 437.78, 445.76] -> Median: 445.76 • Stability Filter: No change in volume. • Event: Flatline detected after 14 consecutive unchanged readings over 7.5 days. • Usage Rate: 0.0 L/d (flat, band 20.3L over 7.5d, 14 pts) |
| 08/05/2026 14:55:28 | 445.76 | 445.76 | 0.0 | FLATLINE | Immediate | GOOD |
• Smoothing: Window [437.78, 445.76, 445.76] -> Median: 445.76 • Stability Filter: No change in volume. • Usage Rate: 0.0 L/d (flat, band 18.5L over 7.8d, 15 pts) |
| 08/05/2026 20:55:28 | 445.76 | 445.76 | 0.0 | FLATLINE | Immediate | GOOD |
• Smoothing: Window [445.76, 445.76, 445.76] -> Median: 445.76 • Stability Filter: No change in volume. • Usage Rate: 0.0 L/d (flat, band 16.8L over 8.0d, 16 pts) |
| 09/05/2026 17:51:28 | 445.76 | 445.76 | 0.0 | FLATLINE | Immediate | GOOD |
• Smoothing: Window [445.76, 445.76, 445.76] -> Median: 445.76 • Stability Filter: No change in volume. • Usage Rate: 0.0 L/d (flat, band 15.0L over 8.9d, 17 pts) |
| 09/05/2026 19:55:28 | 445.76 | 445.76 | 0.0 | FLATLINE | Immediate | GOOD |
• Smoothing: Window [445.76, 445.76, 455.35] -> Median: 445.76 • Stability Filter: No change in volume. • Usage Rate: 0.0 L/d (flat, band 13.3L over 9.0d, 18 pts) |
| 10/05/2026 09:55:28 | 455.35 | 445.76 | 0.0 | FLATLINE | Immediate | FAIR |
• Smoothing: Window [445.76, 455.35, 437.78] -> Median: 445.76 • Stability Filter: No change in volume. • Usage Rate: 0.0 L/d (flat, band 19.2L over 9.5d, 19 pts) |
| 10/05/2026 19:55:28 | 437.78 | 445.76 | 0.0 | FLATLINE | Immediate | FAIR |
• Smoothing: Window [455.35, 437.78, 455.35] -> Median: 455.35 • Monotonic Logic: Rejected small rise of 9.6L. Future plummeted back to baseline inside window (0.7d). Clamped to 445.8 • Usage Rate: 0.0 L/d (flat, band 18.4L over 10.0d, 20 pts) |
| 11/05/2026 12:55:28 | 455.35 | 437.78 | 0.0 | FLATLINE | Immediate | FAIR |
• Smoothing: Window [437.78, 455.35, 429.79] -> Median: 437.78 • Stability Filter: Accepted drop. Future confirms drop (No rebound). • Event: Flatline cleared after level changed by 8.0L. • Usage Rate: 0.0 L/d (flat, band 17.6L over 10.7d, 21 pts) |
| 30/05/2026 11:53:28 | 429.79 | 437.78 | - | FLATLINE | Immediate | FAIR |
• Smoothing: Window [455.35, 429.79, 429.79] -> Median: 429.79 • Stability Filter: Clamped minor wobble drop of 8.0L back to stable level. Future rebound returned near baseline in 0.3d after a short wobble. • Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d). |
| 30/05/2026 11:53:36 | 429.79 | 437.78 | - | FLATLINE | Immediate | FAIR |
• Smoothing: Window [429.79, 429.79, 429.79] -> Median: 429.79 • Stability Filter: Clamped minor wobble drop of 8.0L back to stable level. Future rebound returned near baseline in 0.3d after a short wobble. • Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d). |
| 30/05/2026 11:54:00 | 429.79 | 437.78 | - | FLATLINE | Immediate | FAIR |
• Smoothing: Window [429.79, 429.79, 437.78] -> Median: 429.79 • Stability Filter: Clamped minor wobble drop of 8.0L back to stable level. Future rebound returned near baseline in 0.3d after a short wobble. • Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d). |
| 30/05/2026 17:55:28 | 437.78 | 437.78 | - | FLATLINE | Immediate | GOOD |
• Smoothing: Window [429.79, 437.78, 455.35] -> Median: 437.78 • Stability Filter: No change in volume. • Event: Flatline detected after 5 consecutive unchanged readings over 19.2 days. • Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d). |
| 31/05/2026 09:55:28 | 455.35 | 437.78 | - | FLATLINE | Immediate | FAIR |
• Smoothing: Window [437.78, 455.35, 455.35] -> Median: 455.35 • Monotonic Logic: Rejected small rise of 17.6L. Future plummeted back to baseline inside window (2.1d). Clamped to 437.8 • Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d). |
| 31/05/2026 16:55:28 | 455.35 | 437.78 | - | FLATLINE | Immediate | FAIR |
• Smoothing: Window [455.35, 455.35, 437.78] -> Median: 455.35 • Monotonic Logic: Rejected small rise of 17.6L. Future plummeted back to baseline inside window (1.8d). Clamped to 437.8 • Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d). |
| 01/06/2026 07:55:28 | 437.78 | 437.78 | - | FLATLINE | Immediate | GOOD |
• Smoothing: Window [455.35, 437.78, 455.35] -> Median: 455.35 • Monotonic Logic: Rejected small rise of 17.6L. Future plummeted back to baseline inside window (1.2d). Clamped to 437.8 • Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d). |
| 01/06/2026 15:55:28 | 455.35 | 437.78 | 0.0 | FLATLINE | Immediate | FAIR |
• Smoothing: Window [437.78, 455.35, 445.76] -> Median: 445.76 • Monotonic Logic: Rejected small rise of 8.0L. Future plummeted back to baseline inside window (1.1d). Clamped to 437.8 • Usage Rate: 0.0 L/d (flat, band 25.6L over 2.2d, 8 pts) |
| 01/06/2026 19:55:28 | 445.76 | 437.78 | 0.0 | FLATLINE | Immediate | FAIR |
• Smoothing: Window [455.35, 445.76, 445.76] -> Median: 445.76 • Monotonic Logic: Rejected small rise of 8.0L. Future plummeted back to baseline inside window (0.9d). Clamped to 437.8 • Usage Rate: 0.0 L/d (flat, band 25.6L over 2.3d, 9 pts) |
| 02/06/2026 05:55:28 | 445.76 | 437.78 | 0.0 | FLATLINE | Immediate | FAIR |
• Smoothing: Window [445.76, 445.76, 437.78] -> Median: 445.76 • Monotonic Logic: Rejected small rise of 8.0L. Future plummeted back to baseline inside window (0.5d). Clamped to 437.8 • Usage Rate: 0.0 L/d (flat, band 25.6L over 2.8d, 10 pts) |
| 02/06/2026 11:55:28 | 437.78 | 437.78 | 0.0 | FLATLINE | Immediate | GOOD |
• Smoothing: Window [445.76, 437.78, 429.79] -> Median: 437.78 • Stability Filter: No change in volume. • Usage Rate: 0.0 L/d (flat, band 25.6L over 3.0d, 11 pts) |
| 02/06/2026 12:55:28 | 429.79 | 437.78 | 0.0 | FLATLINE | Immediate | FAIR |
• Smoothing: Window [437.78, 429.79, 437.78] -> Median: 437.78 • Stability Filter: No change in volume. • Usage Rate: 0.0 L/d (flat, band 25.6L over 3.0d, 12 pts) |
| 02/06/2026 17:55:28 | 437.78 | 429.79 | 0.0 | Valid | Immediate | FAIR |
• Smoothing: Window [429.79, 437.78, 429.79] -> Median: 429.79 • Stability Filter: Accepted drop. Future confirms drop (No rebound). • Event: Flatline cleared after level changed by 8.0L. • Usage Rate: 0.0 L/d (flat, band 25.6L over 3.3d, 13 pts) |
| 03/06/2026 10:55:28 | 429.79 | 429.79 | 0.0 | Valid | Immediate | GOOD |
• Smoothing: Window [437.78, 429.79, 429.79] -> Median: 429.79 • Stability Filter: No change in volume. • Usage Rate: 0.0 L/d (flat, band 25.6L over 4.0d, 14 pts) |
| 03/06/2026 16:55:28 | 429.79 | 429.79 | 0.0 | Valid | Immediate | GOOD |
• Smoothing: Window [429.79, 429.79, 429.79] -> Median: 429.79 • Stability Filter: No change in volume. • Usage Rate: 0.0 L/d (flat, band 25.6L over 4.2d, 15 pts) |
| 04/06/2026 14:55:28 | 429.79 | 429.79 | 0.0 | Valid | Immediate | GOOD |
• Smoothing: Window [429.79, 429.79, 437.78] -> Median: 429.79 • Stability Filter: No change in volume. • Usage Rate: 0.0 L/d (flat, band 25.6L over 5.1d, 16 pts) |
| 05/06/2026 05:55:28 | 437.78 | 429.79 | 0.0 | Valid | Immediate | FAIR |
• Smoothing: Window [429.79, 437.78, 429.79] -> Median: 429.79 • Stability Filter: No change in volume. • Usage Rate: 0.0 L/d (flat, band 25.6L over 5.8d, 17 pts) |
| 05/06/2026 13:55:28 | 429.79 | 429.79 | 0.0 | Valid | Immediate | GOOD |
• Smoothing: Window [437.78, 429.79, 429.79] -> Median: 429.79 • Stability Filter: No change in volume. • Usage Rate: 0.0 L/d (flat, band 25.6L over 6.1d, 18 pts) |