Tank Readings Analysis

Offline Fixture Replay
Sample S078 for tank DC9809
Glen Fuels · Val Reilly - REI022
Differs from expected baseline Mismatch: fingerprint, health_score
baseline
Sampling Class SEMI_SPARSE
Data Health 88.7%
Usage Rate (L/day) N/A
Days Remaining N/A
Weekly Consumption 20.7 L/week 6 reportable weeks / 7
Points Processed
Raw: 193
Deduped: 0

Pipeline Output (Litres)

Raw    Smoothed    Noise/Spike  |  Click a point to inspect analysis.

Weekly Consumption Report

Average 20.7 L/week · Median 23.0 L/week · Coverage 86%
Sampling SEMI_SPARSE
Data Health 88.7%
Bars are shown only for weeks with enough clean coverage. Missing or unreliable weeks are left blank.

Detected Events

Time Type Delta (L)
Apr 04 11:35 TOPUP 105

Pipeline Trace

[Pipeline] Starting Pipeline execution...
[StageIngestSnapshot] Loaded 193 snapshot readings.
[StageValidate] Validation complete. Invalidated: 0
[StageDedup] Removed 0 duplicates.
[StageGapAnalysis] Median Interval: 6.0h, Max Gap: 12.0h. Class: SEMI_SPARSE
[StageNoise] Detected Noise Peak. Delta: 100.4 > Threshold (57.5). Reverts to 843.9 at 2026-04-03 05:33
[StageNoise] Applied smoothing to 193 points.
[StageNoise] Applied Monotonic + Stability Filter. Clamped 24 points.
[StageMetrics] Calculated per-point usage rates.
[StageMetrics] Could not calculate any valid usage rate.
[StageMetrics] Health Score: 88.7% (Good: 155, Fair: 37, Poor: 1)
[StageVisuals] Generated series. Raw: 193, Smooth: 192
[Pipeline] Pipeline completed in 10.17ms

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-W08 16 Feb - 22 Feb 2026 17 Feb 10:35 - 22 Feb 22:46 977.5 966.0 -11.5 11.5 26 5.5 6.0 OK None
2026-W09 23 Feb - 01 Mar 2026 23 Feb 04:47 - 01 Mar 22:55 966.0 943.0 -23.0 23.0 28 6.8 12.0 OK None
2026-W10 02 Mar - 08 Mar 2026 02 Mar 04:55 - 08 Mar 23:03 943.0 920.0 -23.0 23.0 28 6.8 6.0 OK None
2026-W11 09 Mar - 15 Mar 2026 09 Mar 05:04 - 15 Mar 23:13 920.0 897.0 -23.0 23.0 28 6.8 6.0 OK None
2026-W12 16 Mar - 22 Mar 2026 16 Mar 05:13 - 22 Mar 23:21 897.0 876.8 -20.2 20.2 28 6.8 6.0 OK None
2026-W13 23 Mar - 29 Mar 2026 23 Mar 05:21 - 29 Mar 23:29 876.8 853.4 -23.3 23.3 27 6.8 12.0 OK None
2026-W14 30 Mar - 05 Apr 2026 30 Mar 05:29 - 05 Apr 23:37 853.4 941.7 88.3 0.0 27 6.8 12.0 INSUFFICIENT Issue: Event In Week

Detailed Reading Analysis

Timestamp Raw (L) Smooth (L) Rate (L/d) Status Decision Speed Health Analysis Log
17/02/2026 10:35:21 977.50 977.50 - Valid Immediate GOOD
• Smoothing: Window [977.50, 977.50, 977.50] -> Median: 977.50
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
17/02/2026 10:35:33 977.50 977.50 - Valid Immediate GOOD
• Smoothing: Window [977.50, 977.50, 977.50] -> Median: 977.50
• Stability Filter: No change in volume.
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
17/02/2026 10:35:46 977.50 977.50 - Valid Immediate GOOD
• Smoothing: Window [977.50, 977.50, 977.50] -> Median: 977.50
• Stability Filter: No change in volume.
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
17/02/2026 10:39:57 977.50 977.50 - Valid Immediate GOOD
• Smoothing: Window [977.50, 977.50, 977.50] -> Median: 977.50
• Stability Filter: No change in volume.
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
17/02/2026 16:40:17 977.50 977.50 - Valid Immediate GOOD
• Smoothing: Window [977.50, 977.50, 966.00] -> Median: 977.50
• Stability Filter: No change in volume.
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
17/02/2026 22:40:35 966.00 977.50 - Valid Immediate FAIR
• Smoothing: Window [977.50, 966.00, 977.50] -> Median: 977.50
• Stability Filter: No change in volume.
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
18/02/2026 04:40:53 977.50 966.00 - Valid Immediate FAIR
• Smoothing: Window [966.00, 977.50, 966.00] -> Median: 966.00
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
18/02/2026 10:41:13 966.00 966.00 - Valid Immediate GOOD
• Smoothing: Window [977.50, 966.00, 966.00] -> Median: 966.00
• Stability Filter: No change in volume.
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
18/02/2026 16:41:32 966.00 966.00 - Valid Immediate GOOD
• Smoothing: Window [966.00, 966.00, 977.50] -> Median: 966.00
• Stability Filter: No change in volume.
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
18/02/2026 22:41:47 977.50 966.00 - Valid Immediate FAIR
• Smoothing: Window [966.00, 977.50, 966.00] -> Median: 966.00
• Stability Filter: No change in volume.
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
19/02/2026 04:42:02 966.00 966.00 - Valid Immediate GOOD
• Smoothing: Window [977.50, 966.00, 966.00] -> Median: 966.00
• Stability Filter: No change in volume.
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
19/02/2026 10:42:24 966.00 966.00 0.0 Valid Immediate GOOD
• Smoothing: Window [966.00, 966.00, 966.00] -> Median: 966.00
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 11.5L over 2.0d, 12 pts)
19/02/2026 16:42:40 966.00 966.00 0.0 Valid Immediate GOOD
• Smoothing: Window [966.00, 966.00, 966.00] -> Median: 966.00
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 11.5L over 2.3d, 13 pts)
19/02/2026 22:42:57 966.00 966.00 0.0 Valid Immediate GOOD
• Smoothing: Window [966.00, 966.00, 966.00] -> Median: 966.00
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 11.5L over 2.5d, 14 pts)
20/02/2026 04:43:13 966.00 966.00 0.0 Valid Immediate GOOD
• Smoothing: Window [966.00, 966.00, 966.00] -> Median: 966.00
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 11.5L over 2.8d, 15 pts)
20/02/2026 10:43:34 966.00 966.00 0.0 Valid Immediate GOOD
• Smoothing: Window [966.00, 966.00, 977.50] -> Median: 966.00
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 11.5L over 3.0d, 16 pts)
20/02/2026 16:43:51 977.50 966.00 0.0 Valid Immediate FAIR
• Smoothing: Window [966.00, 977.50, 966.00] -> Median: 966.00
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 11.5L over 3.3d, 17 pts)
20/02/2026 22:44:07 966.00 966.00 0.0 Valid Immediate GOOD
• Smoothing: Window [977.50, 966.00, 966.00] -> Median: 966.00
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 11.5L over 3.5d, 18 pts)
21/02/2026 04:44:25 966.00 966.00 0.0 Valid Immediate GOOD
• Smoothing: Window [966.00, 966.00, 954.50] -> Median: 966.00
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 11.5L over 3.8d, 19 pts)
21/02/2026 10:45:01 954.50 966.00 0.0 Valid Immediate FAIR
• Smoothing: Window [966.00, 954.50, 966.00] -> Median: 966.00
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 11.5L over 4.0d, 20 pts)
21/02/2026 16:45:21 966.00 966.00 0.0 Valid Immediate GOOD
• Smoothing: Window [954.50, 966.00, 966.00] -> Median: 966.00
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 11.5L over 4.3d, 21 pts)
21/02/2026 22:45:38 966.00 966.00 0.0 Valid Immediate GOOD
• Smoothing: Window [966.00, 966.00, 966.00] -> Median: 966.00
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 11.5L over 4.5d, 22 pts)
22/02/2026 04:45:56 966.00 966.00 0.0 Valid Immediate GOOD
• Smoothing: Window [966.00, 966.00, 954.50] -> Median: 966.00
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 11.5L over 4.8d, 23 pts)
22/02/2026 10:46:15 954.50 966.00 0.0 Valid Immediate FAIR
• Smoothing: Window [966.00, 954.50, 954.50] -> Median: 954.50
• Stability Filter: Clamped minor wobble drop of 11.5L back to stable level. Future rebound returned near baseline in 0.8d after a short wobble.
• Usage Rate: 0.0 L/d (flat, band 11.5L over 5.0d, 24 pts)
22/02/2026 16:46:32 954.50 966.00 0.0 Valid Immediate FAIR
• Smoothing: Window [954.50, 954.50, 966.00] -> Median: 954.50
• Stability Filter: Clamped minor wobble drop of 11.5L back to stable level. Future rebound returned near baseline in 0.5d after a short wobble.
• Usage Rate: 0.0 L/d (flat, band 18.4L over 5.3d, 25 pts)
22/02/2026 22:46:48 966.00 966.00 0.0 Valid Immediate GOOD
• Smoothing: Window [954.50, 966.00, 954.50] -> Median: 954.50
• Stability Filter: Median artifact detected. Rescued Raw Value (966.0L).
• Usage Rate: 0.0 L/d (flat, band 17.3L over 5.5d, 26 pts)
23/02/2026 04:47:05 954.50 966.00 0.0 Valid Immediate FAIR
• Smoothing: Window [966.00, 954.50, 966.00] -> Median: 966.00
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 23.0L over 5.8d, 27 pts)
23/02/2026 10:47:21 966.00 954.50 0.0 Valid Immediate FAIR
• Smoothing: Window [954.50, 966.00, 954.50] -> Median: 954.50
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 0.0 L/d (flat, band 23.0L over 6.0d, 28 pts)
23/02/2026 16:47:39 954.50 954.50 0.0 Valid Immediate GOOD
• Smoothing: Window [966.00, 954.50, 954.50] -> Median: 954.50
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 23.0L over 6.3d, 29 pts)
23/02/2026 22:47:55 954.50 954.50 0.0 Valid Immediate GOOD
• Smoothing: Window [954.50, 954.50, 954.50] -> Median: 954.50
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 23.0L over 6.5d, 30 pts)
24/02/2026 04:48:12 954.50 954.50 0.0 Valid Immediate GOOD
• Smoothing: Window [954.50, 954.50, 954.50] -> Median: 954.50
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 23.0L over 6.8d, 31 pts)
24/02/2026 10:48:32 954.50 954.50 0.0 Valid Immediate GOOD
• Smoothing: Window [954.50, 954.50, 954.50] -> Median: 954.50
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 23.0L over 7.0d, 32 pts)
24/02/2026 16:48:48 954.50 954.50 0.0 Valid Immediate GOOD
• Smoothing: Window [954.50, 954.50, 954.50] -> Median: 954.50
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 23.0L over 7.3d, 33 pts)
24/02/2026 22:49:06 954.50 954.50 0.0 Valid Immediate GOOD
• Smoothing: Window [954.50, 954.50, 954.50] -> Median: 954.50
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 23.0L over 7.5d, 34 pts)
25/02/2026 04:49:22 954.50 954.50 0.0 Valid Immediate GOOD
• Smoothing: Window [954.50, 954.50, 954.50] -> Median: 954.50
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 23.0L over 7.8d, 35 pts)
25/02/2026 10:49:38 954.50 954.50 0.0 Valid Immediate GOOD
• Smoothing: Window [954.50, 954.50, 954.50] -> Median: 954.50
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 23.0L over 8.0d, 36 pts)
25/02/2026 16:49:56 954.50 954.50 0.0 Valid Immediate GOOD
• Smoothing: Window [954.50, 954.50, 954.50] -> Median: 954.50
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 23.0L over 8.3d, 37 pts)
25/02/2026 22:50:11 954.50 954.50 0.0 Valid Immediate GOOD
• Smoothing: Window [954.50, 954.50, 954.50] -> Median: 954.50
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 23.0L over 8.5d, 38 pts)
26/02/2026 04:50:28 954.50 954.50 0.0 Valid Immediate GOOD
• Smoothing: Window [954.50, 954.50, 954.50] -> Median: 954.50
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 23.0L over 8.8d, 39 pts)
26/02/2026 04:50:31 954.50 954.50 0.0 Valid Immediate GOOD
• Smoothing: Window [954.50, 954.50, 943.00] -> Median: 954.50
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 23.0L over 8.8d, 40 pts)
26/02/2026 10:50:47 943.00 954.50 0.0 Valid Immediate FAIR
• Smoothing: Window [954.50, 943.00, 954.50] -> Median: 954.50
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 23.0L over 9.0d, 41 pts)
26/02/2026 16:51:03 954.50 954.50 0.0 Valid Immediate GOOD
• Smoothing: Window [943.00, 954.50, 954.50] -> Median: 954.50
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 23.0L over 9.3d, 42 pts)
26/02/2026 22:51:18 954.50 954.50 0.0 Valid Immediate GOOD
• Smoothing: Window [954.50, 954.50, 943.00] -> Median: 954.50
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 23.0L over 9.5d, 43 pts)
27/02/2026 04:51:34 943.00 954.50 0.0 Valid Immediate FAIR
• Smoothing: Window [954.50, 943.00, 954.50] -> Median: 954.50
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 23.0L over 9.8d, 44 pts)
27/02/2026 10:52:10 954.50 943.00 0.0 Valid Immediate FAIR
• Smoothing: Window [943.00, 954.50, 943.00] -> Median: 943.00
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 0.0 L/d (flat, band 23.0L over 10.0d, 45 pts)
27/02/2026 16:52:26 943.00 943.00 0.0 Valid Immediate GOOD
• Smoothing: Window [954.50, 943.00, 943.00] -> Median: 943.00
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 23.0L over 10.3d, 46 pts)
27/02/2026 22:52:40 943.00 943.00 0.0 Valid Immediate GOOD
• Smoothing: Window [943.00, 943.00, 943.00] -> Median: 943.00
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 23.0L over 10.5d, 47 pts)
28/02/2026 10:53:37 943.00 943.00 2.6 Valid Immediate GOOD
• Smoothing: Window [943.00, 943.00, 943.00] -> Median: 943.00
• Stability Filter: No change in volume.
• Usage Rate: 2.6 L/d (drain-slow, band 26.5L over 11.0d, 48 pts)
28/02/2026 16:53:54 943.00 943.00 3.8 Valid Immediate GOOD
• Smoothing: Window [943.00, 943.00, 943.00] -> Median: 943.00
• Stability Filter: No change in volume.
• Usage Rate: 3.8 L/d (drain-step, band 34.5L over 11.3d, 49 pts)
28/02/2026 22:54:11 943.00 943.00 3.7 Valid Immediate GOOD
• Smoothing: Window [943.00, 943.00, 943.00] -> Median: 943.00
• Stability Filter: No change in volume.
• Usage Rate: 3.7 L/d (drain-step, band 34.5L over 11.5d, 50 pts)
01/03/2026 04:54:30 943.00 943.00 2.7 Valid Immediate GOOD
• Smoothing: Window [943.00, 943.00, 943.00] -> Median: 943.00
• Stability Filter: No change in volume.
• Usage Rate: 2.7 L/d (drain-step, band 34.5L over 11.8d, 51 pts)
01/03/2026 10:54:48 943.00 943.00 0.0 Valid Immediate GOOD
• Smoothing: Window [943.00, 943.00, 943.00] -> Median: 943.00
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 34.5L over 12.0d, 52 pts)
01/03/2026 16:55:05 943.00 943.00 0.0 Valid Immediate GOOD
• Smoothing: Window [943.00, 943.00, 943.00] -> Median: 943.00
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 34.5L over 12.3d, 53 pts)
01/03/2026 22:55:23 943.00 943.00 0.0 Valid Immediate GOOD
• Smoothing: Window [943.00, 943.00, 943.00] -> Median: 943.00
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 34.5L over 12.5d, 54 pts)
02/03/2026 04:55:40 943.00 943.00 0.0 Valid Immediate GOOD
• Smoothing: Window [943.00, 943.00, 931.50] -> Median: 943.00
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 34.5L over 12.8d, 55 pts)
02/03/2026 10:56:15 931.50 943.00 0.0 Valid Immediate FAIR
• Smoothing: Window [943.00, 931.50, 931.50] -> Median: 931.50
• Stability Filter: Clamped minor wobble drop of 11.5L back to stable level. Future rebound returned near baseline in 0.5d after a short wobble.
• Usage Rate: 0.0 L/d (flat, band 34.5L over 13.0d, 56 pts)
02/03/2026 16:56:35 931.50 943.00 0.0 Valid Immediate FAIR
• Smoothing: Window [931.50, 931.50, 943.00] -> Median: 931.50
• Stability Filter: Clamped minor wobble drop of 11.5L back to stable level. Future rebound returned near baseline in 0.3d after a short wobble.
• Usage Rate: 0.0 L/d (flat, band 34.5L over 13.3d, 57 pts)
02/03/2026 22:56:54 943.00 943.00 0.0 Valid Immediate GOOD
• Smoothing: Window [931.50, 943.00, 943.00] -> Median: 943.00
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 34.5L over 13.5d, 58 pts)
03/03/2026 04:57:12 943.00 943.00 0.0 Valid Immediate GOOD
• Smoothing: Window [943.00, 943.00, 931.50] -> Median: 943.00
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 34.5L over 13.8d, 59 pts)
03/03/2026 10:57:31 931.50 943.00 0.0 Valid Immediate FAIR
• Smoothing: Window [943.00, 931.50, 943.00] -> Median: 943.00
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 23.0L over 13.8d, 56 pts)
03/03/2026 16:57:48 943.00 931.50 0.0 Valid Immediate FAIR
• Smoothing: Window [931.50, 943.00, 931.50] -> Median: 931.50
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 0.0 L/d (flat, band 23.0L over 13.8d, 56 pts)
03/03/2026 22:58:08 931.50 931.50 0.0 Valid Immediate GOOD
• Smoothing: Window [943.00, 931.50, 931.50] -> Median: 931.50
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 23.0L over 13.8d, 56 pts)
04/03/2026 04:58:23 931.50 931.50 0.0 Valid Immediate GOOD
• Smoothing: Window [931.50, 931.50, 931.50] -> Median: 931.50
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 23.0L over 13.8d, 56 pts)
04/03/2026 10:58:40 931.50 931.50 2.5 Valid Immediate GOOD
• Smoothing: Window [931.50, 931.50, 931.50] -> Median: 931.50
• Stability Filter: No change in volume.
• Usage Rate: 2.5 L/d (drain-slow, band 28.8L over 13.8d, 56 pts)
04/03/2026 16:58:57 931.50 931.50 3.3 Valid Immediate GOOD
• Smoothing: Window [931.50, 931.50, 931.50] -> Median: 931.50
• Stability Filter: No change in volume.
• Usage Rate: 3.3 L/d (drain-step, band 34.5L over 13.8d, 56 pts)
04/03/2026 22:59:13 931.50 931.50 3.3 Valid Immediate GOOD
• Smoothing: Window [931.50, 931.50, 931.50] -> Median: 931.50
• Stability Filter: No change in volume.
• Usage Rate: 3.3 L/d (drain-step, band 34.5L over 13.8d, 56 pts)
05/03/2026 04:59:28 931.50 931.50 3.3 Valid Immediate GOOD
• Smoothing: Window [931.50, 931.50, 931.50] -> Median: 931.50
• Stability Filter: No change in volume.
• Usage Rate: 3.3 L/d (drain-step, band 34.5L over 13.8d, 56 pts)
05/03/2026 10:59:45 931.50 931.50 0.0 Valid Immediate GOOD
• Smoothing: Window [931.50, 931.50, 920.00] -> Median: 931.50
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 34.5L over 13.8d, 56 pts)
05/03/2026 17:00:03 920.00 931.50 0.0 Valid Immediate FAIR
• Smoothing: Window [931.50, 920.00, 931.50] -> Median: 931.50
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 34.5L over 13.8d, 56 pts)
05/03/2026 23:00:18 931.50 931.50 0.0 Valid Immediate GOOD
• Smoothing: Window [920.00, 931.50, 931.50] -> Median: 931.50
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 34.5L over 13.8d, 56 pts)
06/03/2026 05:00:33 931.50 931.50 0.0 Valid Immediate GOOD
• Smoothing: Window [931.50, 931.50, 920.00] -> Median: 931.50
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 34.5L over 13.8d, 56 pts)
06/03/2026 11:00:50 920.00 931.50 0.0 Valid Immediate FAIR
• Smoothing: Window [931.50, 920.00, 931.50] -> Median: 931.50
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 34.5L over 13.8d, 56 pts)
06/03/2026 17:01:08 931.50 931.50 0.0 Valid Immediate GOOD
• Smoothing: Window [920.00, 931.50, 931.50] -> Median: 931.50
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 34.5L over 13.8d, 56 pts)
06/03/2026 23:01:26 931.50 931.50 2.5 Valid Immediate GOOD
• Smoothing: Window [931.50, 931.50, 931.50] -> Median: 931.50
• Stability Filter: No change in volume.
• Usage Rate: 2.5 L/d (drain-slow, band 28.7L over 13.8d, 56 pts)
07/03/2026 05:01:43 931.50 931.50 0.0 Valid Immediate GOOD
• Smoothing: Window [931.50, 931.50, 920.00] -> Median: 931.50
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 23.0L over 13.8d, 56 pts)
07/03/2026 11:02:01 920.00 931.50 0.0 Valid Immediate FAIR
• Smoothing: Window [931.50, 920.00, 931.50] -> Median: 931.50
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 23.0L over 13.8d, 56 pts)
07/03/2026 17:02:17 931.50 920.00 0.0 Valid Immediate FAIR
• Smoothing: Window [920.00, 931.50, 920.00] -> Median: 920.00
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 0.0 L/d (flat, band 23.0L over 13.8d, 56 pts)
07/03/2026 23:02:33 920.00 920.00 0.0 Valid Immediate GOOD
• Smoothing: Window [931.50, 920.00, 920.00] -> Median: 920.00
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 23.0L over 13.8d, 56 pts)
08/03/2026 05:02:49 920.00 920.00 0.0 Valid Immediate GOOD
• Smoothing: Window [920.00, 920.00, 920.00] -> Median: 920.00
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 23.0L over 13.8d, 56 pts)
08/03/2026 11:03:25 920.00 920.00 3.3 Valid Immediate GOOD
• Smoothing: Window [920.00, 920.00, 920.00] -> Median: 920.00
• Stability Filter: No change in volume.
• Usage Rate: 3.3 L/d (drain-step, band 28.8L over 13.8d, 56 pts)
08/03/2026 17:03:39 920.00 920.00 3.3 Valid Immediate GOOD
• Smoothing: Window [920.00, 920.00, 931.50] -> Median: 920.00
• Stability Filter: No change in volume.
• Usage Rate: 3.3 L/d (drain-step, band 34.5L over 13.8d, 56 pts)
08/03/2026 23:03:54 931.50 920.00 0.0 Valid Immediate FAIR
• Smoothing: Window [920.00, 931.50, 920.00] -> Median: 920.00
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 34.5L over 13.8d, 56 pts)
09/03/2026 05:04:10 920.00 920.00 0.0 Valid Immediate GOOD
• Smoothing: Window [931.50, 920.00, 908.50] -> Median: 920.00
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 34.5L over 13.8d, 56 pts)
09/03/2026 11:04:28 908.50 920.00 0.0 Valid Immediate FAIR
• Smoothing: Window [920.00, 908.50, 920.00] -> Median: 920.00
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 34.5L over 13.8d, 56 pts)
09/03/2026 17:04:43 920.00 920.00 0.0 Valid Immediate GOOD
• Smoothing: Window [908.50, 920.00, 931.50] -> Median: 920.00
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 34.5L over 13.8d, 56 pts)
09/03/2026 23:04:59 931.50 920.00 0.0 Valid Immediate FAIR
• Smoothing: Window [920.00, 931.50, 920.00] -> Median: 920.00
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 34.5L over 13.8d, 56 pts)
10/03/2026 05:05:33 920.00 920.00 0.0 Valid Immediate GOOD
• Smoothing: Window [931.50, 920.00, 920.00] -> Median: 920.00
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 34.5L over 13.8d, 56 pts)
10/03/2026 11:05:52 920.00 920.00 0.0 Valid Immediate GOOD
• Smoothing: Window [920.00, 920.00, 920.00] -> Median: 920.00
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 34.5L over 13.8d, 56 pts)
10/03/2026 17:06:22 920.00 920.00 0.0 Valid Immediate GOOD
• Smoothing: Window [920.00, 920.00, 908.50] -> Median: 920.00
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 34.5L over 13.8d, 56 pts)
10/03/2026 23:06:42 908.50 908.50 0.0 Valid Immediate GOOD
• Smoothing: Window [920.00, 908.50, 908.50] -> Median: 908.50
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 0.0 L/d (flat, band 34.5L over 13.8d, 56 pts)
11/03/2026 05:06:59 908.50 908.50 0.0 Valid Immediate GOOD
• Smoothing: Window [908.50, 908.50, 920.00] -> Median: 908.50
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 34.5L over 13.8d, 56 pts)
11/03/2026 11:07:17 920.00 908.50 0.0 Valid Immediate FAIR
• Smoothing: Window [908.50, 920.00, 908.50] -> Median: 908.50
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 34.5L over 13.8d, 56 pts)
11/03/2026 17:07:32 908.50 908.50 2.5 Valid Immediate GOOD
• Smoothing: Window [920.00, 908.50, 908.50] -> Median: 908.50
• Stability Filter: No change in volume.
• Usage Rate: 2.5 L/d (drain-slow, band 28.8L over 13.8d, 56 pts)
11/03/2026 23:07:50 908.50 908.50 0.0 Valid Immediate GOOD
• Smoothing: Window [908.50, 908.50, 908.50] -> Median: 908.50
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 23.0L over 13.8d, 56 pts)
12/03/2026 05:08:05 908.50 908.50 3.3 Valid Immediate GOOD
• Smoothing: Window [908.50, 908.50, 908.50] -> Median: 908.50
• Stability Filter: No change in volume.
• Usage Rate: 3.3 L/d (drain-step, band 29.9L over 13.8d, 55 pts)
12/03/2026 11:08:22 908.50 908.50 3.3 Valid Immediate GOOD
• Smoothing: Window [908.50, 908.50, 908.50] -> Median: 908.50
• Stability Filter: No change in volume.
• Usage Rate: 3.3 L/d (drain-step, band 34.5L over 13.8d, 55 pts)
12/03/2026 17:08:40 908.50 908.50 3.3 Valid Immediate GOOD
• Smoothing: Window [908.50, 908.50, 908.50] -> Median: 908.50
• Stability Filter: No change in volume.
• Usage Rate: 3.3 L/d (drain-step, band 34.5L over 13.8d, 55 pts)
12/03/2026 23:08:57 908.50 908.50 3.3 Valid Immediate GOOD
• Smoothing: Window [908.50, 908.50, 908.50] -> Median: 908.50
• Stability Filter: No change in volume.
• Usage Rate: 3.3 L/d (drain-step, band 34.5L over 13.8d, 55 pts)
13/03/2026 05:09:32 908.50 908.50 0.0 Valid Immediate GOOD
• Smoothing: Window [908.50, 908.50, 908.50] -> Median: 908.50
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 34.5L over 13.8d, 55 pts)
13/03/2026 11:10:06 908.50 908.50 0.0 Valid Immediate GOOD
• Smoothing: Window [908.50, 908.50, 897.00] -> Median: 908.50
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 34.5L over 13.8d, 55 pts)
13/03/2026 17:10:23 897.00 908.50 0.0 Valid Immediate FAIR
• Smoothing: Window [908.50, 897.00, 908.50] -> Median: 908.50
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 34.5L over 13.8d, 55 pts)
13/03/2026 23:10:57 908.50 908.50 0.0 Valid Immediate GOOD
• Smoothing: Window [897.00, 908.50, 908.50] -> Median: 908.50
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 34.5L over 13.5d, 55 pts)
14/03/2026 05:11:13 908.50 908.50 0.0 Valid Immediate GOOD
• Smoothing: Window [908.50, 908.50, 897.00] -> Median: 908.50
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 34.5L over 13.8d, 56 pts)
14/03/2026 11:11:31 897.00 908.50 0.0 Valid Immediate FAIR
• Smoothing: Window [908.50, 897.00, 908.50] -> Median: 908.50
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 34.5L over 13.8d, 56 pts)
14/03/2026 17:12:04 908.50 908.50 0.0 Valid Immediate GOOD
• Smoothing: Window [897.00, 908.50, 908.50] -> Median: 908.50
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 34.5L over 13.8d, 56 pts)
14/03/2026 23:12:24 908.50 908.50 0.0 Valid Immediate GOOD
• Smoothing: Window [908.50, 908.50, 885.50] -> Median: 908.50
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 34.5L over 13.8d, 56 pts)
15/03/2026 05:12:41 885.50 897.00 0.0 Valid Immediate FAIR
• Smoothing: Window [908.50, 885.50, 897.00] -> Median: 897.00
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 0.0 L/d (flat, band 34.5L over 13.8d, 56 pts)
15/03/2026 11:12:58 897.00 897.00 2.5 Valid Immediate GOOD
• Smoothing: Window [885.50, 897.00, 885.50] -> Median: 885.50
• Stability Filter: Median artifact detected. Rescued Raw Value (897.0L).
• Usage Rate: 2.5 L/d (drain-slow, band 28.8L over 13.8d, 56 pts)
15/03/2026 17:13:14 885.50 897.00 4.9 Valid Immediate FAIR
• Smoothing: Window [897.00, 885.50, 897.00] -> Median: 897.00
• Stability Filter: No change in volume.
• Usage Rate: 4.9 L/d (drain-step, band 23.0L over 13.8d, 56 pts)
15/03/2026 23:13:30 897.00 897.00 2.5 Valid Immediate GOOD
• Smoothing: Window [885.50, 897.00, 897.00] -> Median: 897.00
• Stability Filter: No change in volume.
• Usage Rate: 2.5 L/d (drain-slow, band 28.8L over 13.8d, 56 pts)
16/03/2026 05:13:47 897.00 897.00 3.3 Valid Immediate GOOD
• Smoothing: Window [897.00, 897.00, 908.50] -> Median: 897.00
• Stability Filter: No change in volume.
• Usage Rate: 3.3 L/d (drain-step, band 34.5L over 13.8d, 56 pts)
16/03/2026 11:14:05 908.50 897.00 0.0 Valid Immediate FAIR
• Smoothing: Window [897.00, 908.50, 897.00] -> Median: 897.00
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 34.5L over 13.8d, 56 pts)
16/03/2026 17:14:20 897.00 897.00 0.0 Valid Immediate GOOD
• Smoothing: Window [908.50, 897.00, 897.00] -> Median: 897.00
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 34.5L over 13.8d, 56 pts)
16/03/2026 23:14:38 897.00 897.00 0.0 Valid Immediate GOOD
• Smoothing: Window [897.00, 897.00, 908.50] -> Median: 897.00
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 34.5L over 13.8d, 56 pts)
17/03/2026 05:14:54 908.50 897.00 0.0 Valid Immediate FAIR
• Smoothing: Window [897.00, 908.50, 885.50] -> Median: 897.00
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 34.5L over 13.8d, 56 pts)
17/03/2026 11:15:10 885.50 897.00 0.0 Valid Immediate FAIR
• Smoothing: Window [908.50, 885.50, 897.00] -> Median: 897.00
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 34.5L over 13.8d, 56 pts)
17/03/2026 17:15:26 897.00 885.50 0.0 Valid Immediate FAIR
• Smoothing: Window [885.50, 897.00, 885.50] -> Median: 885.50
• Stability Filter: Accepted drop. Future rebound returned near baseline, but only after 2.5d and 10 low points. Drop accepted as real usage.
• Usage Rate: 0.0 L/d (flat, band 34.5L over 13.8d, 56 pts)
17/03/2026 23:15:42 885.50 885.50 0.0 Valid Immediate GOOD
• Smoothing: Window [897.00, 885.50, 885.50] -> Median: 885.50
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 34.5L over 13.8d, 56 pts)
18/03/2026 05:15:58 885.50 885.50 0.0 Valid Immediate GOOD
• Smoothing: Window [885.50, 885.50, 885.50] -> Median: 885.50
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 34.5L over 13.8d, 56 pts)
18/03/2026 11:16:14 885.50 885.50 3.3 Valid Immediate GOOD
• Smoothing: Window [885.50, 885.50, 885.50] -> Median: 885.50
• Stability Filter: No change in volume.
• Usage Rate: 3.3 L/d (drain-step, band 40.3L over 13.8d, 56 pts)
18/03/2026 17:16:30 885.50 885.50 3.3 Valid Immediate GOOD
• Smoothing: Window [885.50, 885.50, 885.50] -> Median: 885.50
• Stability Filter: No change in volume.
• Usage Rate: 3.3 L/d (drain-step, band 46.0L over 13.8d, 56 pts)
18/03/2026 23:16:48 885.50 885.50 3.3 Valid Immediate GOOD
• Smoothing: Window [885.50, 885.50, 885.50] -> Median: 885.50
• Stability Filter: No change in volume.
• Usage Rate: 3.3 L/d (drain-step, band 46.0L over 13.8d, 56 pts)
19/03/2026 05:17:03 885.50 885.50 3.3 Valid Immediate GOOD
• Smoothing: Window [885.50, 885.50, 885.50] -> Median: 885.50
• Stability Filter: No change in volume.
• Usage Rate: 3.3 L/d (drain-step, band 46.0L over 13.8d, 56 pts)
19/03/2026 11:17:21 885.50 885.50 0.0 Valid Immediate GOOD
• Smoothing: Window [885.50, 885.50, 885.50] -> Median: 885.50
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 46.0L over 13.8d, 56 pts)
19/03/2026 17:17:37 885.50 885.50 0.0 Valid Immediate GOOD
• Smoothing: Window [885.50, 885.50, 897.00] -> Median: 885.50
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 46.0L over 13.8d, 56 pts)
19/03/2026 23:17:53 897.00 885.50 0.0 Valid Immediate FAIR
• Smoothing: Window [885.50, 897.00, 877.68] -> Median: 885.50
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 46.0L over 13.8d, 56 pts)
20/03/2026 05:18:09 877.68 885.50 0.0 Valid Immediate GOOD
• Smoothing: Window [897.00, 877.68, 891.48] -> Median: 891.48
• Monotonic Logic: Rejected small rise of 6.0L. Future plummeted back to baseline inside window (1.5d). Clamped to 885.5
• Usage Rate: 0.0 L/d (flat, band 40.3L over 13.8d, 56 pts)
20/03/2026 11:18:26 891.48 885.50 0.0 Valid Immediate GOOD
• Smoothing: Window [877.68, 891.48, 883.78] -> Median: 883.78
• Stability Filter: Clamped minor wobble drop of 1.7L back to stable level. Future rebound returned near baseline in 0.3d after a short wobble.
• Usage Rate: 0.0 L/d (flat, band 40.3L over 13.8d, 56 pts)
20/03/2026 17:18:43 883.78 885.50 0.0 Valid Immediate GOOD
• Smoothing: Window [891.48, 883.78, 887.23] -> Median: 887.23
• Monotonic Logic: Rejected small rise of 1.7L. Future plummeted back to baseline inside window (3.0d). Clamped to 885.5
• Usage Rate: 0.0 L/d (flat, band 34.5L over 13.8d, 56 pts)
20/03/2026 23:18:58 887.23 885.50 0.0 Valid Immediate GOOD
• Smoothing: Window [883.78, 887.23, 896.77] -> Median: 887.23
• Monotonic Logic: Rejected small rise of 1.7L. Future plummeted back to baseline inside window (2.8d). Clamped to 885.5
• Usage Rate: 0.0 L/d (flat, band 34.5L over 13.8d, 56 pts)
21/03/2026 05:19:14 896.77 885.50 0.0 Valid Immediate FAIR
• Smoothing: Window [887.23, 896.77, 876.76] -> Median: 887.23
• Monotonic Logic: Rejected small rise of 1.7L. Future plummeted back to baseline inside window (2.5d). Clamped to 885.5
• Usage Rate: 0.0 L/d (flat, band 34.5L over 13.8d, 56 pts)
21/03/2026 11:19:32 876.76 885.50 0.0 Valid Immediate GOOD
• Smoothing: Window [896.77, 876.76, 886.31] -> Median: 886.31
• Monotonic Logic: Rejected small rise of 0.8L. Future plummeted back to baseline inside window (2.8d). Clamped to 885.5
• Usage Rate: 0.0 L/d (flat, band 34.5L over 13.8d, 56 pts)
21/03/2026 17:19:50 886.31 886.31 0.0 Valid Immediate GOOD
• Smoothing: Window [876.76, 886.31, 876.76] -> Median: 876.76
• Stability Filter: Median artifact detected. Rescued Raw Value (886.3L).
• Usage Rate: 0.0 L/d (flat, band 34.5L over 13.8d, 56 pts)
21/03/2026 23:20:05 876.76 886.31 0.0 Valid Immediate FAIR
• Smoothing: Window [886.31, 876.76, 887.23] -> Median: 886.31
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 34.5L over 13.8d, 56 pts)
22/03/2026 05:20:20 887.23 876.76 0.0 Valid Immediate FAIR
• Smoothing: Window [876.76, 887.23, 876.76] -> Median: 876.76
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 0.0 L/d (flat, band 34.5L over 13.8d, 56 pts)
22/03/2026 11:20:42 876.76 876.76 0.0 Valid Immediate GOOD
• Smoothing: Window [887.23, 876.76, 877.68] -> Median: 877.68
• Monotonic Logic: Rejected small rise of 0.9L. Future plummeted back to baseline inside window (3.8d). Clamped to 876.8
• Usage Rate: 0.0 L/d (flat, band 34.5L over 13.8d, 56 pts)
22/03/2026 17:20:59 877.68 876.76 2.6 Valid Immediate GOOD
• Smoothing: Window [876.76, 877.68, 881.13] -> Median: 877.68
• Monotonic Logic: Rejected small rise of 0.9L. Future plummeted back to baseline inside window (3.5d). Clamped to 876.8
• Usage Rate: 2.6 L/d (drain-slow, band 35.4L over 13.8d, 56 pts)
22/03/2026 23:21:17 881.13 876.76 2.8 Valid Immediate GOOD
• Smoothing: Window [877.68, 881.13, 880.21] -> Median: 880.21
• Monotonic Logic: Rejected small rise of 3.5L. Future plummeted back to baseline inside window (2.8d). Clamped to 876.8
• Usage Rate: 2.8 L/d (drain-step, band 37.5L over 13.8d, 56 pts)
23/03/2026 05:21:32 880.21 876.76 2.8 Valid Immediate GOOD
• Smoothing: Window [881.13, 880.21, 875.04] -> Median: 880.21
• Monotonic Logic: Rejected small rise of 3.5L. Future plummeted back to baseline inside window (2.5d). Clamped to 876.8
• Usage Rate: 2.8 L/d (drain-slow, band 33.6L over 13.8d, 56 pts)
23/03/2026 11:21:48 875.04 876.76 2.9 Valid Immediate GOOD
• Smoothing: Window [880.21, 875.04, 883.78] -> Median: 880.21
• Monotonic Logic: Rejected small rise of 3.5L. Future plummeted back to baseline inside window (2.3d). Clamped to 876.8
• Usage Rate: 2.9 L/d (drain-slow, band 35.3L over 13.8d, 56 pts)
23/03/2026 17:22:06 883.78 875.04 0.0 Valid Immediate GOOD
• Smoothing: Window [875.04, 883.78, 872.51] -> Median: 875.04
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 0.0 L/d (flat, band 29.6L over 13.8d, 56 pts)
23/03/2026 23:22:22 872.51 875.04 0.0 Valid Immediate GOOD
• Smoothing: Window [883.78, 872.51, 875.04] -> Median: 875.04
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 30.8L over 13.8d, 56 pts)
24/03/2026 05:22:53 875.04 872.51 0.0 Valid Immediate GOOD
• Smoothing: Window [872.51, 875.04, 862.96] -> Median: 872.51
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 0.0 L/d (flat, band 31.3L over 13.8d, 56 pts)
24/03/2026 11:23:09 862.96 872.51 3.5 Valid Immediate FAIR
• Smoothing: Window [875.04, 862.96, 872.51] -> Median: 872.51
• Stability Filter: No change in volume.
• Usage Rate: 3.5 L/d (drain-step, band 31.7L over 13.8d, 56 pts)
24/03/2026 17:23:25 872.51 872.51 3.5 Valid Immediate GOOD
• Smoothing: Window [862.96, 872.51, 871.59] -> Median: 871.59
• Stability Filter: Median artifact detected. Rescued Raw Value (872.5L).
• Usage Rate: 3.5 L/d (drain-step, band 31.7L over 13.8d, 56 pts)
24/03/2026 23:23:42 871.59 872.51 2.4 Valid Immediate GOOD
• Smoothing: Window [872.51, 871.59, 875.96] -> Median: 872.51
• Stability Filter: No change in volume.
• Usage Rate: 2.4 L/d (drain-slow, band 32.6L over 13.8d, 56 pts)
25/03/2026 05:24:01 875.96 871.59 2.4 Valid Immediate GOOD
• Smoothing: Window [871.59, 875.96, 871.59] -> Median: 871.59
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 2.4 L/d (drain-slow, band 33.0L over 13.8d, 56 pts)
25/03/2026 11:24:16 871.59 871.59 2.2 Valid Immediate GOOD
• Smoothing: Window [875.96, 871.59, 868.14] -> Median: 871.59
• Stability Filter: No change in volume.
• Usage Rate: 2.2 L/d (drain-step, band 33.5L over 13.8d, 56 pts)
25/03/2026 17:24:32 868.14 868.14 2.6 Valid Immediate GOOD
• Smoothing: Window [871.59, 868.14, 866.41] -> Median: 868.14
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 2.6 L/d (drain-slow, band 34.7L over 13.8d, 56 pts)
25/03/2026 23:24:48 866.41 866.41 2.5 Valid Immediate GOOD
• Smoothing: Window [868.14, 866.41, 862.96] -> Median: 866.41
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 2.5 L/d (drain-step, band 36.0L over 13.8d, 56 pts)
26/03/2026 05:25:06 862.96 862.96 2.7 Valid Immediate GOOD
• Smoothing: Window [866.41, 862.96, 862.96] -> Median: 862.96
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 2.7 L/d (drain-slow, band 36.5L over 13.8d, 56 pts)
26/03/2026 11:25:22 862.96 862.96 3.2 Valid Immediate GOOD
• Smoothing: Window [862.96, 862.96, 860.32] -> Median: 862.96
• Stability Filter: No change in volume.
• Usage Rate: 3.2 L/d (drain-step, band 36.9L over 13.8d, 56 pts)
26/03/2026 17:25:40 860.32 862.96 2.9 Valid Immediate GOOD
• Smoothing: Window [862.96, 860.32, 866.41] -> Median: 862.96
• Stability Filter: No change in volume.
• Usage Rate: 2.9 L/d (drain-slow, band 38.6L over 13.8d, 56 pts)
26/03/2026 23:25:56 866.41 862.96 3.1 Valid Immediate GOOD
• Smoothing: Window [860.32, 866.41, 855.14] -> Median: 860.32
• Stability Filter: Clamped minor wobble drop of 2.6L back to stable level. Future rebound returned near baseline in 1.3d after a short wobble.
• Usage Rate: 3.1 L/d (drain-slow, band 41.2L over 13.8d, 56 pts)
27/03/2026 05:26:12 855.14 861.24 3.6 Valid Immediate GOOD
• Smoothing: Window [866.41, 855.14, 861.24] -> Median: 861.24
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 3.6 L/d (drain-step, band 42.1L over 13.8d, 56 pts)
27/03/2026 17:26:45 861.24 861.24 3.5 Valid Immediate GOOD
• Smoothing: Window [855.14, 861.24, 867.22] -> Median: 861.24
• Stability Filter: No change in volume.
• Usage Rate: 3.5 L/d (drain-step, band 39.6L over 13.8d, 55 pts)
27/03/2026 23:27:03 867.22 861.24 0.0 Valid Immediate GOOD
• Smoothing: Window [861.24, 867.22, 858.59] -> Median: 861.24
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 32.7L over 13.8d, 55 pts)
28/03/2026 05:27:20 858.59 861.24 0.0 Valid Immediate GOOD
• Smoothing: Window [867.22, 858.59, 862.04] -> Median: 862.04
• Monotonic Logic: Rejected small rise of 0.8L. Future plummeted back to baseline inside window (4.0d). Clamped to 861.2
• Usage Rate: 0.0 L/d (flat, band 34.0L over 13.8d, 55 pts)
28/03/2026 11:27:39 862.04 861.24 0.0 Valid Immediate GOOD
• Smoothing: Window [858.59, 862.04, 862.96] -> Median: 862.04
• Monotonic Logic: Rejected small rise of 0.8L. Future plummeted back to baseline inside window (3.8d). Clamped to 861.2
• Usage Rate: 0.0 L/d (flat, band 34.0L over 13.8d, 55 pts)
28/03/2026 17:27:56 862.96 861.24 3.2 Valid Immediate GOOD
• Smoothing: Window [862.04, 862.96, 858.59] -> Median: 862.04
• Monotonic Logic: Rejected small rise of 0.8L. Future plummeted back to baseline inside window (3.5d). Clamped to 861.2
• Usage Rate: 3.2 L/d (drain-step, band 34.0L over 13.8d, 55 pts)
28/03/2026 23:28:14 858.59 858.59 2.5 Valid Immediate GOOD
• Smoothing: Window [862.96, 858.59, 858.59] -> Median: 858.59
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 2.5 L/d (drain-slow, band 34.6L over 13.8d, 55 pts)
29/03/2026 05:28:30 858.59 858.59 2.6 Valid Immediate GOOD
• Smoothing: Window [858.59, 858.59, 855.14] -> Median: 858.59
• Stability Filter: No change in volume.
• Usage Rate: 2.6 L/d (drain-slow, band 35.4L over 13.8d, 55 pts)
29/03/2026 11:28:46 855.14 855.14 2.7 Valid Immediate GOOD
• Smoothing: Window [858.59, 855.14, 851.69] -> Median: 855.14
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 2.7 L/d (drain-slow, band 36.3L over 13.8d, 55 pts)
29/03/2026 17:29:02 851.69 855.14 2.8 Valid Immediate GOOD
• Smoothing: Window [855.14, 851.69, 857.79] -> Median: 855.14
• Stability Filter: No change in volume.
• Usage Rate: 2.8 L/d (drain-slow, band 37.7L over 13.8d, 55 pts)
29/03/2026 23:29:17 857.79 853.42 3.2 Valid Immediate GOOD
• Smoothing: Window [851.69, 857.79, 853.42] -> Median: 853.42
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 3.2 L/d (drain-step, band 38.4L over 13.8d, 55 pts)
30/03/2026 05:29:33 853.42 853.42 3.3 Valid Immediate GOOD
• Smoothing: Window [857.79, 853.42, 850.77] -> Median: 853.42
• Stability Filter: No change in volume.
• Usage Rate: 3.3 L/d (drain-step, band 38.3L over 13.8d, 55 pts)
30/03/2026 11:29:49 850.77 853.42 3.3 Valid Immediate GOOD
• Smoothing: Window [853.42, 850.77, 852.50] -> Median: 852.50
• Stability Filter: Clamped minor wobble drop of 0.9L back to stable level. Future rebound returned near baseline in 1.0d after a short wobble.
• Usage Rate: 3.3 L/d (drain-step, band 36.5L over 13.8d, 55 pts)
30/03/2026 17:30:07 852.50 853.42 3.4 Valid Immediate GOOD
• Smoothing: Window [850.77, 852.50, 852.50] -> Median: 852.50
• Stability Filter: Clamped minor wobble drop of 0.9L back to stable level. Future rebound returned near baseline in 0.8d after a short wobble.
• Usage Rate: 3.4 L/d (drain-step, band 33.6L over 13.8d, 55 pts)
30/03/2026 23:30:24 852.50 853.42 3.3 Valid Immediate GOOD
• Smoothing: Window [852.50, 852.50, 845.60] -> Median: 852.50
• Stability Filter: Clamped minor wobble drop of 0.9L back to stable level. Future rebound returned near baseline in 0.5d after a short wobble.
• Usage Rate: 3.3 L/d (drain-step, band 32.1L over 13.8d, 55 pts)
31/03/2026 05:30:39 845.60 853.42 3.2 Valid Immediate GOOD
• Smoothing: Window [852.50, 845.60, 859.51] -> Median: 852.50
• Stability Filter: Clamped minor wobble drop of 0.9L back to stable level. Future rebound returned near baseline in 0.3d after a short wobble.
• Usage Rate: 3.2 L/d (drain-step, band 32.8L over 13.8d, 55 pts)
31/03/2026 11:30:57 859.51 853.42 0.0 Valid Immediate GOOD
• Smoothing: Window [845.60, 859.51, 853.42] -> Median: 853.42
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 32.8L over 13.8d, 55 pts)
31/03/2026 17:31:15 853.42 853.42 0.0 Valid Immediate GOOD
• Smoothing: Window [859.51, 853.42, 847.32] -> Median: 853.42
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 32.6L over 13.8d, 55 pts)
31/03/2026 23:31:32 847.32 853.42 0.0 Valid Immediate GOOD
• Smoothing: Window [853.42, 847.32, 853.42] -> Median: 853.42
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 33.1L over 13.8d, 55 pts)
01/04/2026 05:31:49 853.42 849.97 2.6 Valid Immediate GOOD
• Smoothing: Window [847.32, 853.42, 849.97] -> Median: 849.97
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 2.6 L/d (drain-step, band 33.1L over 13.8d, 55 pts)
01/04/2026 11:32:05 849.97 849.97 0.0 Valid Immediate GOOD
• Smoothing: Window [853.42, 849.97, 843.07] -> Median: 849.97
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 33.5L over 13.8d, 55 pts)
01/04/2026 17:32:22 843.07 843.07 0.0 Valid Immediate GOOD
• Smoothing: Window [849.97, 843.07, 843.07] -> Median: 843.07
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 0.0 L/d (flat, band 34.0L over 13.8d, 55 pts)
01/04/2026 23:32:38 843.07 843.07 3.5 Valid Immediate GOOD
• Smoothing: Window [843.07, 843.07, 849.97] -> Median: 843.07
• Stability Filter: No change in volume.
• Usage Rate: 3.5 L/d (drain-step, band 34.8L over 13.8d, 55 pts)
02/04/2026 05:32:53 849.97 845.60 3.3 Valid Immediate GOOD
• Smoothing: Window [843.07, 849.97, 845.60] -> Median: 845.60
• Monotonic Logic: Accepted Small Sustained Top-up Rise of 2.5L. Future confirms sustain (Continuous rising).
• Usage Rate: 3.3 L/d (drain-step, band 35.7L over 13.8d, 55 pts)
02/04/2026 11:33:10 845.60 845.60 2.6 Valid Immediate GOOD
• Smoothing: Window [849.97, 845.60, 845.60] -> Median: 845.60
• Stability Filter: No change in volume.
• Usage Rate: 2.6 L/d (drain-slow, band 36.0L over 13.8d, 55 pts)
02/04/2026 17:33:26 845.60 845.60 2.8 Valid Immediate GOOD
• Smoothing: Window [845.60, 845.60, 843.07] -> Median: 845.60
• Stability Filter: No change in volume.
• Usage Rate: 2.8 L/d (drain-slow, band 36.9L over 13.8d, 55 pts)
02/04/2026 23:33:44 843.07 845.60 2.4 Valid Immediate GOOD
• Smoothing: Window [845.60, 843.07, 843.07] -> Median: 843.07 (Edge Protected)
• Stability Filter: Clamped minor wobble drop of 2.5L back to stable level. Future rebound returned near baseline in 0.5d after a short wobble.
• Usage Rate: 2.4 L/d (drain-step, band 37.5L over 13.8d, 55 pts)
03/04/2026 05:33:59 943.46 943.46 - NOISE Rejected (Latency) POOR
• Marked INVALID: NOISE_PEAK
• Detected Noise Peak. Delta: 100.4 > Threshold (57.5). Reverts to 843.9
• Smoothing: Window [943.46, 943.46, 843.87] -> Median: 943.46 (Edge Protected)
03/04/2026 11:34:15 843.87 844.79 2.7 Valid Immediate GOOD
• Smoothing: Window [943.46, 843.87, 844.79] -> Median: 844.79
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 2.7 L/d (drain-step, band 37.4L over 13.8d, 54 pts)
03/04/2026 17:34:32 844.79 843.87 2.6 Valid Immediate GOOD
• Smoothing: Window [843.87, 844.79, 843.07] -> Median: 843.87
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 2.6 L/d (drain-step, band 35.3L over 13.8d, 54 pts)
03/04/2026 23:34:50 843.07 843.07 2.6 Valid Immediate GOOD
• Smoothing: Window [844.79, 843.07, 837.78] -> Median: 843.07
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 2.6 L/d (drain-slow, band 34.4L over 13.8d, 54 pts)
04/04/2026 05:35:09 837.78 837.78 2.5 Valid Immediate GOOD
• Smoothing: Window [843.07, 837.78, 837.78] -> Median: 837.78 (Edge Protected)
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 2.5 L/d (drain-slow, band 33.3L over 13.8d, 54 pts)
04/04/2026 11:35:38 942.66 942.66 - Top-up Verified (Latency) GOOD
• Smoothing: Window [942.66, 942.66, 939.21] -> Median: 942.66 (Edge Protected)
• Monotonic Logic: Accepted Top-up Rise of 104.9L. Future confirms sustain (End of data).
04/04/2026 17:35:57 939.21 942.66 - Valid Immediate GOOD
• Smoothing: Window [942.66, 939.21, 942.66] -> Median: 942.66
• Stability Filter: No change in volume.
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
04/04/2026 23:36:15 942.66 942.66 - Valid Immediate GOOD
• Smoothing: Window [939.21, 942.66, 939.21] -> Median: 939.21
• Stability Filter: Median artifact detected. Rescued Raw Value (942.7L).
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
05/04/2026 05:36:31 939.21 940.93 - Valid Immediate GOOD
• Smoothing: Window [942.66, 939.21, 940.93] -> Median: 940.93
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
05/04/2026 11:36:47 940.93 940.93 - Valid Immediate GOOD
• Smoothing: Window [939.21, 940.93, 941.74] -> Median: 940.93
• Stability Filter: No change in volume.
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
05/04/2026 17:37:04 941.74 941.74 - Valid Immediate GOOD
• Smoothing: Window [940.93, 941.74, 941.74] -> Median: 941.74
• Monotonic Logic: Accepted Small Sustained Top-up Rise of 0.8L. Future confirms sustain (End of data).
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
05/04/2026 23:37:21 941.74 941.74 - Valid Immediate GOOD
• Smoothing: Window [941.74, 941.74, 941.74] -> Median: 941.74
• Stability Filter: No change in volume.
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).