Tank Readings Analysis

Offline Fixture Replay
Sample S014 for tank 6B3966
Glen Fuels · A & L O'Riordan
Matches expected baseline
baseline
Sampling Class SEMI_SPARSE
Data Health 99.9%
Usage Rate (L/day) 0.0
Days Remaining N/A
Weekly Consumption 17.2 L/week 12 reportable weeks / 13
Points Processed
Raw: 661
Deduped: 0

Pipeline Output (Litres)

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

Weekly Consumption Report

Average 17.2 L/week · Median 17.1 L/week · Coverage 92%
Sampling SEMI_SPARSE
Data Health 99.9%
Bars are shown only for weeks with enough clean coverage. Missing or unreliable weeks are left blank.

Detected Events

No major events detected.

Pipeline Trace

[Pipeline] Starting Pipeline execution...
[StageIngestSnapshot] Loaded 661 snapshot readings.
[StageValidate] Validation complete. Invalidated: 0
[StageDedup] Removed 0 duplicates.
[StageGapAnalysis] Median Interval: 3.0h, Max Gap: 126.9h. Class: SEMI_SPARSE
[StageNoise] Applied smoothing to 661 points.
[StageNoise] Applied Monotonic + Stability Filter. Clamped 200 points.
[StageMetrics] Calculated per-point usage rates.
[StageMetrics] Set Global Usage Rate to LATEST: 0.00 L/day.
[StageMetrics] Health Score: 99.9% (Good: 659, Fair: 2, Poor: 0)
[StageVisuals] Generated series. Raw: 661, Smooth: 661
[Pipeline] Pipeline completed in 73.64ms

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-W02 05 Jan - 11 Jan 2026 06 Jan 00:36 - 11 Jan 21:52 872.9 855.8 -17.0 17.0 48 5.9 3.0 OK None
2026-W03 12 Jan - 18 Jan 2026 12 Jan 00:52 - 14 Jan 07:00 856.9 848.5 -8.5 8.5 19 2.3 3.0 INSUFFICIENT Issue: Insufficient Span, Early Week End
2026-W04 19 Jan - 25 Jan 2026 19 Jan 13:53 - 25 Jan 23:11 834.7 811.4 -23.4 23.4 49 6.4 6.0 OK None
2026-W05 26 Jan - 01 Feb 2026 26 Jan 02:11 - 01 Feb 23:49 810.3 789.8 -20.5 20.5 54 6.9 6.0 OK None
2026-W06 02 Feb - 08 Feb 2026 02 Feb 02:51 - 08 Feb 21:08 789.8 768.3 -21.5 21.5 55 6.8 3.0 OK None
2026-W07 09 Feb - 15 Feb 2026 09 Feb 00:09 - 15 Feb 21:25 768.3 744.8 -23.5 23.5 56 6.9 3.0 OK None
2026-W08 16 Feb - 22 Feb 2026 16 Feb 00:26 - 22 Feb 21:46 744.8 724.5 -20.3 20.3 55 6.9 6.1 OK None
2026-W09 23 Feb - 01 Mar 2026 23 Feb 00:47 - 01 Mar 22:14 722.4 709.1 -13.3 13.3 55 6.9 6.0 OK None
2026-W10 02 Mar - 08 Mar 2026 02 Mar 01:15 - 08 Mar 22:35 709.1 692.2 -16.9 16.9 52 6.9 6.0 OK None
2026-W11 09 Mar - 15 Mar 2026 09 Mar 01:35 - 15 Mar 22:56 692.2 674.9 -17.3 17.3 57 6.9 6.0 OK None
2026-W12 16 Mar - 22 Mar 2026 16 Mar 01:56 - 22 Mar 23:13 673.9 660.8 -13.0 13.0 52 6.9 6.0 OK None
2026-W13 23 Mar - 29 Mar 2026 23 Mar 02:13 - 29 Mar 23:30 660.8 646.9 -14.0 14.0 53 6.9 6.0 OK None
2026-W14 30 Mar - 05 Apr 2026 30 Mar 02:30 - 05 Apr 23:47 646.9 640.5 -6.3 6.3 56 6.9 3.0 OK None

Detailed Reading Analysis

Timestamp Raw (L) Smooth (L) Rate (L/d) Status Decision Speed Health Analysis Log
06/01/2026 00:36:54 872.87 872.87 - Valid Immediate GOOD
• Smoothing: Window [872.87, 872.87, 879.21] -> Median: 872.87
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
06/01/2026 03:37:14 879.21 872.87 - Valid Immediate GOOD
• Smoothing: Window [872.87, 879.21, 878.15] -> Median: 878.15
• Monotonic Logic: Rejected small rise of 5.3L. Future plummeted back to baseline inside window (2.1d). Clamped to 872.9
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
06/01/2026 06:37:47 878.15 872.87 - Valid Immediate GOOD
• Smoothing: Window [879.21, 878.15, 876.04] -> Median: 878.15
• Monotonic Logic: Rejected small rise of 5.3L. Future plummeted back to baseline inside window (2.0d). Clamped to 872.9
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
06/01/2026 09:38:04 876.04 872.87 - Valid Immediate GOOD
• Smoothing: Window [878.15, 876.04, 866.53] -> Median: 876.04
• Monotonic Logic: Rejected small rise of 3.2L. Future plummeted back to baseline inside window (3.0d). Clamped to 872.9
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
06/01/2026 12:38:19 866.53 872.87 - Valid Immediate GOOD
• Smoothing: Window [876.04, 866.53, 864.42] -> Median: 866.53
• Stability Filter: Clamped minor wobble drop of 6.3L 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).
06/01/2026 15:38:48 864.42 872.87 - Valid Immediate GOOD
• Smoothing: Window [866.53, 864.42, 879.21] -> Median: 866.53
• Stability Filter: Clamped minor wobble drop of 6.3L back to stable level. Future rebound returned near baseline in 0.1d after a short wobble.
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
06/01/2026 18:39:03 879.21 872.87 - Valid Immediate GOOD
• Smoothing: Window [864.42, 879.21, 872.87] -> Median: 872.87
• Stability Filter: No change in volume.
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
06/01/2026 21:39:20 872.87 872.87 - Valid Immediate GOOD
• Smoothing: Window [879.21, 872.87, 870.76] -> Median: 872.87
• Stability Filter: No change in volume.
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
07/01/2026 00:39:36 870.76 870.76 - Valid Immediate GOOD
• Smoothing: Window [872.87, 870.76, 869.70] -> Median: 870.76
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
07/01/2026 03:39:51 869.70 870.76 - Valid Immediate GOOD
• Smoothing: Window [870.76, 869.70, 864.42] -> Median: 869.70
• Stability Filter: Clamped minor wobble drop of 1.1L back to stable level. Future rebound returned near baseline in 0.6d after a short wobble.
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
07/01/2026 06:40:08 864.42 870.76 - Valid Immediate GOOD
• Smoothing: Window [869.70, 864.42, 867.59] -> Median: 867.59
• Stability Filter: Clamped minor wobble drop of 3.2L back to stable level. Future rebound returned near baseline in 0.4d after a short wobble.
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
07/01/2026 09:40:39 867.59 870.76 - Valid Immediate GOOD
• Smoothing: Window [864.42, 867.59, 867.59] -> Median: 867.59
• Stability Filter: Clamped minor wobble drop of 3.2L 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).
07/01/2026 12:40:59 867.59 870.76 - Valid Immediate GOOD
• Smoothing: Window [867.59, 867.59, 870.76] -> Median: 867.59
• Stability Filter: Clamped minor wobble drop of 3.2L back to stable level. Future rebound returned near baseline in 0.1d after a short wobble.
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
07/01/2026 15:41:13 870.76 870.76 - Valid Immediate GOOD
• Smoothing: Window [867.59, 870.76, 869.70] -> Median: 869.70
• Stability Filter: Median artifact detected. Rescued Raw Value (870.8L).
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
07/01/2026 18:41:30 869.70 870.76 - Valid Immediate GOOD
• Smoothing: Window [870.76, 869.70, 871.81] -> Median: 870.76
• Stability Filter: No change in volume.
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
07/01/2026 21:41:49 871.81 870.76 - Valid Immediate GOOD
• Smoothing: Window [869.70, 871.81, 870.76] -> Median: 870.76
• Stability Filter: No change in volume.
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
08/01/2026 00:42:04 870.76 870.76 0.0 Valid Immediate GOOD
• Smoothing: Window [871.81, 870.76, 866.53] -> Median: 870.76
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 12.9L over 2.0d, 17 pts)
08/01/2026 03:42:23 866.53 866.53 0.0 Valid Immediate GOOD
• Smoothing: Window [870.76, 866.53, 864.42] -> Median: 866.53
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 0.0 L/d (flat, band 12.6L over 2.1d, 18 pts)
08/01/2026 06:42:38 864.42 866.53 0.0 Valid Immediate GOOD
• Smoothing: Window [866.53, 864.42, 864.42] -> Median: 864.42
• Stability Filter: Clamped minor wobble drop of 2.1L back to stable level. Future rebound returned near baseline in 0.3d after a short wobble.
• Usage Rate: 0.0 L/d (flat, band 13.9L over 2.3d, 19 pts)
08/01/2026 09:43:12 864.42 866.53 0.0 Valid Immediate GOOD
• Smoothing: Window [864.42, 864.42, 866.53] -> Median: 864.42
• Stability Filter: Clamped minor wobble drop of 2.1L back to stable level. Future rebound returned near baseline in 0.1d after a short wobble.
• Usage Rate: 0.0 L/d (flat, band 13.8L over 2.4d, 20 pts)
08/01/2026 12:43:32 866.53 866.53 0.0 Valid Immediate GOOD
• Smoothing: Window [864.42, 866.53, 869.70] -> Median: 866.53
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 13.7L over 2.5d, 21 pts)
08/01/2026 15:43:49 869.70 866.53 0.0 Valid Immediate GOOD
• Smoothing: Window [866.53, 869.70, 866.53] -> Median: 866.53
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 13.5L over 2.6d, 22 pts)
08/01/2026 18:44:11 866.53 866.53 0.0 Valid Immediate GOOD
• Smoothing: Window [869.70, 866.53, 861.13] -> Median: 866.53
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 13.3L over 2.8d, 23 pts)
08/01/2026 21:44:28 861.13 866.53 0.0 Valid Immediate GOOD
• Smoothing: Window [866.53, 861.13, 866.53] -> Median: 866.53
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 13.1L over 2.9d, 24 pts)
09/01/2026 00:44:42 866.53 866.53 0.0 Valid Immediate GOOD
• Smoothing: Window [861.13, 866.53, 867.59] -> Median: 866.53
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 12.9L over 3.0d, 25 pts)
09/01/2026 03:44:59 867.59 866.53 0.0 Valid Immediate GOOD
• Smoothing: Window [866.53, 867.59, 866.53] -> Median: 866.53
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 12.7L over 3.1d, 26 pts)
09/01/2026 06:45:17 866.53 866.53 0.0 Valid Immediate GOOD
• Smoothing: Window [867.59, 866.53, 859.02] -> Median: 866.53
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 12.5L over 3.3d, 27 pts)
09/01/2026 09:45:34 859.02 860.07 0.0 Valid Immediate GOOD
• Smoothing: Window [866.53, 859.02, 860.07] -> Median: 860.07
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 0.0 L/d (flat, band 12.3L over 3.4d, 28 pts)
09/01/2026 12:45:49 860.07 860.07 0.0 Valid Immediate GOOD
• Smoothing: Window [859.02, 860.07, 864.42] -> Median: 860.07
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 12.7L over 3.5d, 29 pts)
09/01/2026 15:46:06 864.42 860.07 0.0 Valid Immediate GOOD
• Smoothing: Window [860.07, 864.42, 855.85] -> Median: 860.07
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 12.2L over 3.6d, 30 pts)
09/01/2026 18:46:38 855.85 860.07 0.0 Valid Immediate GOOD
• Smoothing: Window [864.42, 855.85, 854.79] -> Median: 855.85
• Stability Filter: Clamped minor wobble drop of 4.2L back to stable level. Future rebound returned near baseline in 0.3d after a short wobble.
• Usage Rate: 0.0 L/d (flat, band 14.9L over 3.8d, 31 pts)
09/01/2026 21:46:53 854.79 860.07 0.0 Valid Immediate GOOD
• Smoothing: Window [855.85, 854.79, 860.07] -> Median: 855.85
• Stability Filter: Clamped minor wobble drop of 4.2L back to stable level. Future rebound returned near baseline in 0.1d after a short wobble.
• Usage Rate: 0.0 L/d (flat, band 15.5L over 3.9d, 32 pts)
10/01/2026 00:47:25 860.07 860.07 4.0 Valid Immediate GOOD
• Smoothing: Window [854.79, 860.07, 860.07] -> Median: 860.07
• Stability Filter: No change in volume.
• Usage Rate: 4.0 L/d (drain-slow, band 15.3L over 4.0d, 33 pts)
10/01/2026 03:47:40 860.07 860.07 3.9 Valid Immediate GOOD
• Smoothing: Window [860.07, 860.07, 861.13] -> Median: 860.07
• Stability Filter: No change in volume.
• Usage Rate: 3.9 L/d (drain-slow, band 15.0L over 4.1d, 34 pts)
10/01/2026 06:47:57 861.13 860.07 3.8 Valid Immediate GOOD
• Smoothing: Window [860.07, 861.13, 862.19] -> Median: 861.13
• Monotonic Logic: Rejected small rise of 1.1L. Future plummeted back to baseline inside window (4.0d). Clamped to 860.1
• Usage Rate: 3.8 L/d (drain-slow, band 14.7L over 4.3d, 35 pts)
10/01/2026 09:48:12 862.19 860.07 3.6 Valid Immediate GOOD
• Smoothing: Window [861.13, 862.19, 857.96] -> Median: 861.13
• Monotonic Logic: Rejected small rise of 1.1L. Future plummeted back to baseline inside window (3.9d). Clamped to 860.1
• Usage Rate: 3.6 L/d (drain-slow, band 14.4L over 4.4d, 36 pts)
10/01/2026 12:48:29 857.96 859.02 3.5 Valid Immediate GOOD
• Smoothing: Window [862.19, 857.96, 859.02] -> Median: 859.02
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 3.5 L/d (drain-slow, band 14.5L over 4.5d, 37 pts)
10/01/2026 15:49:23 859.02 857.96 3.2 Valid Immediate GOOD
• Smoothing: Window [857.96, 859.02, 857.96] -> Median: 857.96
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 3.2 L/d (drain-slow, band 14.8L over 4.6d, 38 pts)
10/01/2026 18:49:38 857.96 857.96 3.1 Valid Immediate GOOD
• Smoothing: Window [859.02, 857.96, 856.90] -> Median: 857.96
• Stability Filter: No change in volume.
• Usage Rate: 3.1 L/d (drain-slow, band 14.7L over 4.8d, 39 pts)
10/01/2026 21:49:55 856.90 857.96 0.0 Valid Immediate GOOD
• Smoothing: Window [857.96, 856.90, 854.79] -> Median: 856.90
• Stability Filter: Clamped minor wobble drop of 1.1L back to stable level. Future rebound returned near baseline in 0.3d after a short wobble.
• Usage Rate: 0.0 L/d (flat, band 15.2L over 4.9d, 40 pts)
11/01/2026 00:50:16 854.79 857.96 3.2 Valid Immediate GOOD
• Smoothing: Window [856.90, 854.79, 857.96] -> Median: 856.90
• Stability Filter: Clamped minor wobble drop of 1.1L back to stable level. Future rebound returned near baseline in 0.1d after a short wobble.
• Usage Rate: 3.2 L/d (drain-slow, band 14.9L over 5.0d, 41 pts)
11/01/2026 03:50:32 857.96 857.96 3.2 Valid Immediate GOOD
• Smoothing: Window [854.79, 857.96, 857.96] -> Median: 857.96
• Stability Filter: No change in volume.
• Usage Rate: 3.2 L/d (drain-slow, band 14.9L over 5.1d, 42 pts)
11/01/2026 06:50:50 857.96 857.96 0.0 Valid Immediate GOOD
• Smoothing: Window [857.96, 857.96, 859.02] -> Median: 857.96
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 14.9L over 5.3d, 43 pts)
11/01/2026 09:51:09 859.02 857.96 0.0 Valid Immediate GOOD
• Smoothing: Window [857.96, 859.02, 857.96] -> Median: 857.96
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 14.9L over 5.4d, 44 pts)
11/01/2026 12:51:26 857.96 857.96 0.0 Valid Immediate GOOD
• Smoothing: Window [859.02, 857.96, 855.85] -> Median: 857.96
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 14.9L over 5.5d, 45 pts)
11/01/2026 15:51:44 855.85 855.85 0.0 Valid Immediate GOOD
• Smoothing: Window [857.96, 855.85, 854.79] -> Median: 855.85
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 0.0 L/d (flat, band 15.4L over 5.6d, 46 pts)
11/01/2026 18:52:00 854.79 855.85 0.0 Valid Immediate GOOD
• Smoothing: Window [855.85, 854.79, 855.85] -> Median: 855.85
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 16.4L over 5.8d, 47 pts)
11/01/2026 21:52:27 855.85 855.85 0.0 Valid Immediate GOOD
• Smoothing: Window [854.79, 855.85, 856.90] -> Median: 855.85
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 17.0L over 5.9d, 48 pts)
12/01/2026 00:52:46 856.90 856.90 0.0 Valid Immediate GOOD
• Smoothing: Window [855.85, 856.90, 857.96] -> Median: 856.90
• Monotonic Logic: Accepted Small Sustained Top-up Rise of 1.1L. Future confirms sustain (>5.0 days).
• Usage Rate: 0.0 L/d (flat, band 17.0L over 6.0d, 49 pts)
12/01/2026 03:53:17 857.96 856.90 0.0 Valid Immediate GOOD
• Smoothing: Window [856.90, 857.96, 855.85] -> Median: 856.90
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 17.0L over 6.1d, 50 pts)
12/01/2026 06:53:35 855.85 855.85 0.0 Valid Immediate GOOD
• Smoothing: Window [857.96, 855.85, 852.68] -> Median: 855.85
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 0.0 L/d (flat, band 17.0L over 6.3d, 51 pts)
12/01/2026 09:53:51 852.68 852.68 0.0 Valid Immediate GOOD
• Smoothing: Window [855.85, 852.68, 851.62] -> Median: 852.68
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 0.0 L/d (flat, band 16.9L over 6.4d, 52 pts)
12/01/2026 12:54:11 851.62 852.68 2.6 Valid Immediate GOOD
• Smoothing: Window [852.68, 851.62, 853.73] -> Median: 852.68
• Stability Filter: No change in volume.
• Usage Rate: 2.6 L/d (drain-slow, band 16.8L over 6.5d, 53 pts)
12/01/2026 15:54:27 853.73 852.68 0.0 Valid Immediate GOOD
• Smoothing: Window [851.62, 853.73, 849.51] -> Median: 851.62
• Stability Filter: Clamped minor wobble drop of 1.1L back to stable level. Future rebound returned near baseline in 0.1d after a short wobble.
• Usage Rate: 0.0 L/d (flat, band 17.4L over 6.6d, 54 pts)
12/01/2026 18:54:44 849.51 853.73 0.0 Valid Immediate GOOD
• Smoothing: Window [853.73, 849.51, 853.73] -> Median: 853.73
• Monotonic Logic: Accepted Small Sustained Top-up Rise of 1.1L. Future confirms sustain (>5.0 days).
• Usage Rate: 0.0 L/d (flat, band 17.7L over 6.8d, 55 pts)
12/01/2026 21:55:16 853.73 853.73 2.6 Valid Immediate GOOD
• Smoothing: Window [849.51, 853.73, 853.73] -> Median: 853.73
• Stability Filter: No change in volume.
• Usage Rate: 2.6 L/d (drain-slow, band 17.6L over 6.9d, 56 pts)
13/01/2026 00:55:47 853.73 853.73 2.7 Valid Immediate GOOD
• Smoothing: Window [853.73, 853.73, 851.62] -> Median: 853.73
• Stability Filter: No change in volume.
• Usage Rate: 2.7 L/d (drain-slow, band 17.9L over 7.0d, 57 pts)
13/01/2026 03:56:01 851.62 851.62 0.0 Valid Immediate GOOD
• Smoothing: Window [853.73, 851.62, 851.62] -> Median: 851.62
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 0.0 L/d (flat, band 18.4L over 7.1d, 58 pts)
13/01/2026 06:56:18 851.62 851.62 0.0 Valid Immediate GOOD
• Smoothing: Window [851.62, 851.62, 852.68] -> Median: 851.62
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 18.3L over 7.3d, 59 pts)
13/01/2026 09:56:36 852.68 851.62 2.5 Valid Immediate GOOD
• Smoothing: Window [851.62, 852.68, 849.51] -> Median: 851.62
• Stability Filter: No change in volume.
• Usage Rate: 2.5 L/d (drain-slow, band 18.3L over 7.4d, 60 pts)
13/01/2026 12:57:00 849.51 850.56 0.0 Valid Immediate GOOD
• Smoothing: Window [852.68, 849.51, 850.56] -> Median: 850.56
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 0.0 L/d (flat, band 19.1L over 7.5d, 61 pts)
13/01/2026 15:57:17 850.56 850.56 2.6 Valid Immediate GOOD
• Smoothing: Window [849.51, 850.56, 849.51] -> Median: 849.51
• Stability Filter: Median artifact detected. Rescued Raw Value (850.6L).
• Usage Rate: 2.6 L/d (drain-slow, band 19.0L over 7.6d, 62 pts)
13/01/2026 18:57:32 849.51 850.56 0.0 Valid Immediate GOOD
• Smoothing: Window [850.56, 849.51, 848.45] -> Median: 849.51
• Stability Filter: Clamped minor wobble drop of 1.1L back to stable level. Future rebound returned near baseline in 0.3d after a short wobble.
• Usage Rate: 0.0 L/d (flat, band 19.8L over 7.8d, 63 pts)
13/01/2026 21:58:13 848.45 850.56 0.0 Valid Immediate GOOD
• Smoothing: Window [849.51, 848.45, 851.62] -> Median: 849.51
• Stability Filter: Clamped minor wobble drop of 1.1L back to stable level. Future rebound returned near baseline in 0.1d after a short wobble.
• Usage Rate: 0.0 L/d (flat, band 19.9L over 7.9d, 64 pts)
14/01/2026 00:59:28 851.62 850.56 0.0 Valid Immediate GOOD
• Smoothing: Window [848.45, 851.62, 850.56] -> Median: 850.56
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 19.8L over 8.0d, 65 pts)
14/01/2026 04:00:17 850.56 850.56 0.0 Valid Immediate GOOD
• Smoothing: Window [851.62, 850.56, 848.45] -> Median: 850.56
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 19.7L over 8.1d, 66 pts)
14/01/2026 07:00:43 848.45 848.45 2.4 Valid Immediate GOOD
• Smoothing: Window [850.56, 848.45, 834.71] -> Median: 848.45
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 2.4 L/d (drain-slow, band 20.0L over 8.3d, 67 pts)
19/01/2026 13:53:51 834.71 834.71 2.7 Valid Immediate GOOD
• Smoothing: Window [848.45, 834.71, 828.37] -> Median: 834.71
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 2.7 L/d (drain-step, band 20.5L over 13.6d, 68 pts)
19/01/2026 16:54:08 828.37 834.71 2.6 Valid Immediate GOOD
• Smoothing: Window [834.71, 828.37, 835.77] -> Median: 834.71
• Stability Filter: No change in volume.
• Usage Rate: 2.6 L/d (drain-step, band 20.6L over 13.7d, 69 pts)
19/01/2026 19:54:38 835.77 835.77 0.0 Valid Immediate GOOD
• Smoothing: Window [828.37, 835.77, 829.43] -> Median: 829.43
• Stability Filter: Median artifact detected. Rescued Raw Value (835.8L).
• Usage Rate: 0.0 L/d (flat, band 21.4L over 13.8d, 70 pts)
19/01/2026 22:54:56 829.43 833.66 0.0 Valid Immediate GOOD
• Smoothing: Window [835.77, 829.43, 833.66] -> Median: 833.66
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 0.0 L/d (flat, band 21.2L over 13.9d, 71 pts)
20/01/2026 01:55:16 833.66 833.66 0.0 Valid Immediate GOOD
• Smoothing: Window [829.43, 833.66, 834.71] -> Median: 833.66
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 21.2L over 13.9d, 71 pts)
20/01/2026 04:55:45 834.71 833.66 0.0 Valid Immediate GOOD
• Smoothing: Window [833.66, 834.71, 829.43] -> Median: 833.66
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 22.3L over 13.9d, 71 pts)
20/01/2026 07:56:20 829.43 829.43 2.0 Valid Immediate GOOD
• Smoothing: Window [834.71, 829.43, 829.43] -> Median: 829.43
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 2.0 L/d (drain-slow, band 21.2L over 13.9d, 71 pts)
20/01/2026 10:56:36 829.43 829.43 2.5 Valid Immediate GOOD
• Smoothing: Window [829.43, 829.43, 827.32] -> Median: 829.43
• Stability Filter: No change in volume.
• Usage Rate: 2.5 L/d (drain-slow, band 33.9L over 13.9d, 71 pts)
20/01/2026 13:56:59 827.32 829.43 0.0 Valid Immediate GOOD
• Smoothing: Window [829.43, 827.32, 829.43] -> Median: 829.43
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 35.0L over 13.9d, 71 pts)
20/01/2026 16:57:15 829.43 827.32 2.5 Valid Immediate GOOD
• Smoothing: Window [827.32, 829.43, 827.32] -> Median: 827.32
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 2.5 L/d (drain-slow, band 35.0L over 13.9d, 71 pts)
20/01/2026 19:57:35 827.32 827.32 2.7 Valid Immediate GOOD
• Smoothing: Window [829.43, 827.32, 826.14] -> Median: 827.32
• Stability Filter: No change in volume.
• Usage Rate: 2.7 L/d (drain-slow, band 36.0L over 13.9d, 71 pts)
20/01/2026 22:58:01 826.14 827.32 2.8 Valid Immediate GOOD
• Smoothing: Window [827.32, 826.14, 829.43] -> Median: 827.32
• Stability Filter: No change in volume.
• Usage Rate: 2.8 L/d (drain-slow, band 38.2L over 13.9d, 71 pts)
21/01/2026 01:58:18 829.43 827.32 0.0 Valid Immediate GOOD
• Smoothing: Window [826.14, 829.43, 827.32] -> Median: 827.32
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 38.2L over 13.9d, 71 pts)
21/01/2026 04:58:35 827.32 827.32 0.0 Valid Immediate GOOD
• Smoothing: Window [829.43, 827.32, 828.37] -> Median: 828.37
• Monotonic Logic: Rejected small rise of 1.1L. Future plummeted back to baseline inside window (2.3d). Clamped to 827.3
• Usage Rate: 0.0 L/d (flat, band 38.2L over 13.9d, 71 pts)
21/01/2026 07:59:02 828.37 827.32 0.0 Valid Immediate GOOD
• Smoothing: Window [827.32, 828.37, 825.09] -> Median: 827.32
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 38.2L over 13.9d, 71 pts)
21/01/2026 10:59:20 825.09 825.09 2.7 Valid Immediate GOOD
• Smoothing: Window [828.37, 825.09, 820.86] -> Median: 825.09
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 2.7 L/d (drain-slow, band 37.1L over 13.9d, 71 pts)
21/01/2026 13:59:39 820.86 825.09 0.0 Valid Immediate GOOD
• Smoothing: Window [825.09, 820.86, 824.03] -> Median: 824.03
• Stability Filter: Clamped minor wobble drop of 1.1L back to stable level. Future rebound returned near baseline in 0.5d after a short wobble.
• Usage Rate: 0.0 L/d (flat, band 38.2L over 13.9d, 71 pts)
21/01/2026 16:59:54 824.03 824.03 2.8 Valid Immediate GOOD
• Smoothing: Window [820.86, 824.03, 821.92] -> Median: 821.92
• Stability Filter: Median artifact detected. Rescued Raw Value (824.0L).
• Usage Rate: 2.8 L/d (drain-slow, band 38.2L over 13.9d, 71 pts)
21/01/2026 20:00:10 821.92 824.03 0.0 Valid Immediate GOOD
• Smoothing: Window [824.03, 821.92, 826.14] -> Median: 824.03
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 39.2L over 13.9d, 71 pts)
21/01/2026 23:00:29 826.14 824.03 0.0 Valid Immediate GOOD
• Smoothing: Window [821.92, 826.14, 821.92] -> Median: 821.92
• Stability Filter: Clamped minor wobble drop of 2.1L back to stable level. Future rebound returned near baseline in 0.1d after a short wobble.
• Usage Rate: 0.0 L/d (flat, band 39.2L over 13.9d, 71 pts)
22/01/2026 02:00:46 821.92 824.03 2.8 Valid Immediate GOOD
• Smoothing: Window [826.14, 821.92, 826.14] -> Median: 826.14
• Monotonic Logic: Rejected small rise of 2.1L. Future plummeted back to baseline inside window (3.3d). Clamped to 824.0
• Usage Rate: 2.8 L/d (drain-slow, band 37.1L over 13.9d, 71 pts)
22/01/2026 05:01:14 826.14 824.03 0.0 Valid Immediate GOOD
• Smoothing: Window [821.92, 826.14, 824.03] -> Median: 824.03
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 38.3L over 13.9d, 71 pts)
22/01/2026 08:02:02 824.03 824.03 0.0 Valid Immediate GOOD
• Smoothing: Window [826.14, 824.03, 824.03] -> Median: 824.03
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 38.3L over 13.9d, 71 pts)
22/01/2026 11:02:19 824.03 824.03 2.7 Valid Immediate GOOD
• Smoothing: Window [824.03, 824.03, 820.86] -> Median: 824.03
• Stability Filter: No change in volume.
• Usage Rate: 2.7 L/d (drain-slow, band 36.0L over 13.9d, 71 pts)
22/01/2026 14:02:39 820.86 820.86 2.6 Valid Immediate GOOD
• Smoothing: Window [824.03, 820.86, 819.80] -> Median: 820.86
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 2.6 L/d (drain-slow, band 36.0L over 13.9d, 71 pts)
22/01/2026 17:02:55 819.80 820.86 0.0 Valid Immediate GOOD
• Smoothing: Window [820.86, 819.80, 820.86] -> Median: 820.86
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 37.1L over 13.9d, 71 pts)
22/01/2026 20:03:29 820.86 820.86 2.6 Valid Immediate GOOD
• Smoothing: Window [819.80, 820.86, 821.92] -> Median: 820.86
• Stability Filter: No change in volume.
• Usage Rate: 2.6 L/d (drain-slow, band 36.0L over 13.9d, 71 pts)
22/01/2026 23:03:59 821.92 820.86 2.7 Valid Immediate GOOD
• Smoothing: Window [820.86, 821.92, 819.80] -> Median: 820.86
• Stability Filter: No change in volume.
• Usage Rate: 2.7 L/d (drain-slow, band 36.0L over 13.9d, 71 pts)
23/01/2026 05:04:44 819.80 820.86 2.7 Valid Immediate GOOD
• Smoothing: Window [821.92, 819.80, 820.86] -> Median: 820.86
• Stability Filter: No change in volume.
• Usage Rate: 2.7 L/d (drain-slow, band 37.2L over 13.9d, 70 pts)
23/01/2026 08:05:00 820.86 819.80 0.0 Valid Immediate GOOD
• Smoothing: Window [819.80, 820.86, 811.35] -> Median: 819.80
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 0.0 L/d (flat, band 37.1L over 13.9d, 70 pts)
23/01/2026 11:05:15 811.35 815.58 0.0 Valid Immediate GOOD
• Smoothing: Window [820.86, 811.35, 815.58] -> Median: 815.58
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 0.0 L/d (flat, band 37.2L over 13.9d, 70 pts)
23/01/2026 14:05:43 815.58 815.58 0.0 Valid Immediate GOOD
• Smoothing: Window [811.35, 815.58, 819.80] -> Median: 815.58
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 37.2L over 13.9d, 70 pts)
23/01/2026 17:05:58 819.80 815.58 0.0 Valid Immediate GOOD
• Smoothing: Window [815.58, 819.80, 813.46] -> Median: 815.58
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 37.1L over 13.9d, 70 pts)
23/01/2026 20:06:15 813.46 815.58 0.0 Valid Immediate GOOD
• Smoothing: Window [819.80, 813.46, 815.58] -> Median: 815.58
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 37.1L over 13.9d, 70 pts)
23/01/2026 23:06:29 815.58 815.58 2.7 Valid Immediate GOOD
• Smoothing: Window [813.46, 815.58, 821.92] -> Median: 815.58
• Stability Filter: No change in volume.
• Usage Rate: 2.7 L/d (drain-slow, band 37.2L over 13.9d, 70 pts)
24/01/2026 05:07:01 821.92 815.58 2.7 Valid Immediate GOOD
• Smoothing: Window [815.58, 821.92, 817.69] -> Median: 817.69
• Monotonic Logic: Rejected small rise of 2.1L. Future plummeted back to baseline inside window (3.3d). Clamped to 815.6
• Usage Rate: 2.7 L/d (drain-slow, band 37.3L over 13.9d, 69 pts)
24/01/2026 08:07:18 817.69 815.58 0.0 Valid Immediate GOOD
• Smoothing: Window [821.92, 817.69, 815.58] -> Median: 817.69
• Monotonic Logic: Rejected small rise of 2.1L. Future plummeted back to baseline inside window (3.1d). Clamped to 815.6
• Usage Rate: 0.0 L/d (flat, band 38.2L over 13.9d, 69 pts)
24/01/2026 11:07:36 815.58 815.58 0.0 Valid Immediate GOOD
• Smoothing: Window [817.69, 815.58, 816.63] -> Median: 816.63
• Monotonic Logic: Rejected small rise of 1.1L. Future plummeted back to baseline inside window (3.1d). Clamped to 815.6
• Usage Rate: 0.0 L/d (flat, band 38.2L over 13.9d, 69 pts)
24/01/2026 14:07:53 816.63 815.58 2.8 Valid Immediate GOOD
• Smoothing: Window [815.58, 816.63, 815.58] -> Median: 815.58
• Stability Filter: No change in volume.
• Usage Rate: 2.8 L/d (drain-slow, band 37.7L over 13.9d, 69 pts)
24/01/2026 17:08:08 815.58 815.58 2.9 Valid Immediate GOOD
• Smoothing: Window [816.63, 815.58, 815.58] -> Median: 815.58
• Stability Filter: No change in volume.
• Usage Rate: 2.9 L/d (drain-slow, band 39.4L over 13.9d, 69 pts)
24/01/2026 20:08:25 815.58 815.58 2.9 Valid Immediate GOOD
• Smoothing: Window [815.58, 815.58, 814.52] -> Median: 815.58
• Stability Filter: No change in volume.
• Usage Rate: 2.9 L/d (drain-slow, band 39.6L over 13.9d, 69 pts)
24/01/2026 23:08:40 814.52 814.52 0.0 Valid Immediate GOOD
• Smoothing: Window [815.58, 814.52, 814.52] -> Median: 814.52
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 0.0 L/d (flat, band 40.3L over 13.9d, 69 pts)
25/01/2026 05:09:22 814.52 814.52 0.0 Valid Immediate GOOD
• Smoothing: Window [814.52, 814.52, 813.46] -> Median: 814.52
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 40.3L over 13.9d, 68 pts)
25/01/2026 08:09:42 813.46 813.46 2.9 Valid Immediate GOOD
• Smoothing: Window [814.52, 813.46, 806.07] -> Median: 813.46
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 2.9 L/d (drain-slow, band 39.5L over 13.9d, 68 pts)
25/01/2026 11:09:59 806.07 813.46 2.8 Valid Immediate GOOD
• Smoothing: Window [813.46, 806.07, 808.18] -> Median: 808.18
• Stability Filter: Clamped minor wobble drop of 5.3L back to stable level. Future rebound returned near baseline in 0.3d after a short wobble.
• Usage Rate: 2.8 L/d (drain-slow, band 38.5L over 13.9d, 68 pts)
25/01/2026 14:10:16 808.18 813.46 0.0 Valid Immediate GOOD
• Smoothing: Window [806.07, 808.18, 812.41] -> Median: 808.18
• Stability Filter: Clamped minor wobble drop of 5.3L back to stable level. Future rebound returned near baseline in 0.1d after a short wobble.
• Usage Rate: 0.0 L/d (flat, band 38.5L over 13.9d, 68 pts)
25/01/2026 17:10:31 812.41 811.35 0.0 Valid Immediate GOOD
• Smoothing: Window [808.18, 812.41, 811.35] -> Median: 811.35
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 0.0 L/d (flat, band 39.2L over 13.9d, 68 pts)
25/01/2026 20:10:48 811.35 811.35 0.0 Valid Immediate GOOD
• Smoothing: Window [812.41, 811.35, 810.29] -> Median: 811.35
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 38.8L over 13.9d, 68 pts)
25/01/2026 23:11:03 810.29 811.35 0.0 Valid Immediate GOOD
• Smoothing: Window [811.35, 810.29, 813.46] -> Median: 811.35
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 39.2L over 13.9d, 68 pts)
26/01/2026 02:11:33 813.46 810.29 0.0 Valid Immediate GOOD
• Smoothing: Window [810.29, 813.46, 810.29] -> Median: 810.29
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 0.0 L/d (flat, band 38.5L over 13.9d, 68 pts)
26/01/2026 05:12:05 810.29 810.29 0.0 Valid Immediate GOOD
• Smoothing: Window [813.46, 810.29, 810.29] -> Median: 810.29
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 38.5L over 13.9d, 68 pts)
26/01/2026 08:12:20 810.29 810.29 0.0 Valid Immediate GOOD
• Smoothing: Window [810.29, 810.29, 806.07] -> Median: 810.29
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 39.5L over 13.9d, 68 pts)
26/01/2026 11:12:45 806.07 810.29 0.0 Valid Immediate GOOD
• Smoothing: Window [810.29, 806.07, 809.24] -> Median: 809.24
• Stability Filter: Clamped minor wobble drop of 1.1L back to stable level. Future rebound returned near baseline in 0.4d after a short wobble.
• Usage Rate: 0.0 L/d (flat, band 40.3L over 13.9d, 68 pts)
26/01/2026 14:13:02 809.24 810.29 2.9 Valid Immediate GOOD
• Smoothing: Window [806.07, 809.24, 813.46] -> Median: 809.24
• Stability Filter: Clamped minor wobble drop of 1.1L back to stable level. Future rebound returned near baseline in 0.3d after a short wobble.
• Usage Rate: 2.9 L/d (drain-slow, band 39.8L over 13.9d, 68 pts)
26/01/2026 17:13:19 813.46 810.29 2.9 Valid Immediate GOOD
• Smoothing: Window [809.24, 813.46, 807.13] -> Median: 809.24
• Stability Filter: Clamped minor wobble drop of 1.1L back to stable level. Future rebound returned near baseline in 0.1d after a short wobble.
• Usage Rate: 2.9 L/d (drain-slow, band 39.5L over 13.9d, 68 pts)
26/01/2026 20:13:34 807.13 810.29 0.0 Valid Immediate GOOD
• Smoothing: Window [813.46, 807.13, 810.29] -> Median: 810.29
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 40.3L over 13.9d, 68 pts)
26/01/2026 23:13:51 810.29 807.13 2.9 Valid Immediate GOOD
• Smoothing: Window [807.13, 810.29, 806.07] -> Median: 807.13
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 2.9 L/d (drain-slow, band 39.5L over 13.9d, 68 pts)
27/01/2026 02:14:06 806.07 807.13 0.0 Valid Immediate GOOD
• Smoothing: Window [810.29, 806.07, 807.13] -> Median: 807.13
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 39.2L over 13.9d, 68 pts)
27/01/2026 05:14:26 807.13 807.13 0.0 Valid Immediate GOOD
• Smoothing: Window [806.07, 807.13, 807.13] -> Median: 807.13
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 38.8L over 13.9d, 68 pts)
27/01/2026 08:14:43 807.13 807.13 0.0 Valid Immediate GOOD
• Smoothing: Window [807.13, 807.13, 805.01] -> Median: 807.13
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 39.5L over 13.9d, 68 pts)
27/01/2026 11:15:19 805.01 805.01 2.3 Valid Immediate GOOD
• Smoothing: Window [807.13, 805.01, 803.96] -> Median: 805.01
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 2.3 L/d (drain-slow, band 31.7L over 13.9d, 68 pts)
27/01/2026 14:15:36 803.96 805.01 0.0 Valid Immediate GOOD
• Smoothing: Window [805.01, 803.96, 799.85] -> Median: 803.96
• Stability Filter: Clamped minor wobble drop of 1.1L back to stable level. Future rebound returned near baseline in 0.3d after a short wobble.
• Usage Rate: 0.0 L/d (flat, band 27.9L over 13.9d, 68 pts)
27/01/2026 17:15:52 799.85 805.01 0.0 Valid Immediate GOOD
• Smoothing: Window [803.96, 799.85, 806.07] -> Median: 803.96
• Stability Filter: Clamped minor wobble drop of 1.1L back to stable level. Future rebound returned near baseline in 0.1d after a short wobble.
• Usage Rate: 0.0 L/d (flat, band 27.6L over 13.9d, 68 pts)
27/01/2026 20:16:08 806.07 805.01 0.0 Valid Immediate GOOD
• Smoothing: Window [799.85, 806.07, 810.29] -> Median: 806.07
• Monotonic Logic: Rejected small rise of 1.1L. Future plummeted back to baseline inside window (4.0d). Clamped to 805.0
• Usage Rate: 0.0 L/d (flat, band 27.2L over 13.9d, 68 pts)
27/01/2026 23:16:24 810.29 805.01 1.8 Valid Immediate GOOD
• Smoothing: Window [806.07, 810.29, 806.07] -> Median: 806.07
• Monotonic Logic: Rejected small rise of 1.1L. Future plummeted back to baseline inside window (3.9d). Clamped to 805.0
• Usage Rate: 1.8 L/d (drain-slow, band 23.9L over 13.9d, 68 pts)
28/01/2026 05:17:08 806.07 805.01 0.0 Valid Immediate GOOD
• Smoothing: Window [810.29, 806.07, 799.85] -> Median: 806.07
• Monotonic Logic: Rejected small rise of 1.1L. Future plummeted back to baseline inside window (3.6d). Clamped to 805.0
• Usage Rate: 0.0 L/d (flat, band 23.4L over 13.9d, 67 pts)
28/01/2026 08:17:30 799.85 803.02 0.0 Valid Immediate GOOD
• Smoothing: Window [806.07, 799.85, 803.02] -> Median: 803.02
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 0.0 L/d (flat, band 23.4L over 8.8d, 67 pts)
28/01/2026 11:18:18 803.02 803.02 0.0 Valid Immediate GOOD
• Smoothing: Window [799.85, 803.02, 799.85] -> Median: 799.85
• Stability Filter: Median artifact detected. Rescued Raw Value (803.0L).
• Usage Rate: 0.0 L/d (flat, band 23.4L over 8.9d, 68 pts)
28/01/2026 14:18:35 799.85 803.02 0.0 Valid Immediate GOOD
• Smoothing: Window [803.02, 799.85, 803.02] -> Median: 803.02
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 23.4L over 9.0d, 69 pts)
28/01/2026 17:18:57 803.02 801.96 2.6 Valid Immediate GOOD
• Smoothing: Window [799.85, 803.02, 801.96] -> Median: 801.96
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 2.6 L/d (drain-slow, band 23.5L over 9.1d, 70 pts)
28/01/2026 20:19:12 801.96 801.96 2.7 Valid Immediate GOOD
• Smoothing: Window [803.02, 801.96, 797.85] -> Median: 801.96
• Stability Filter: No change in volume.
• Usage Rate: 2.7 L/d (drain-slow, band 24.4L over 9.3d, 71 pts)
28/01/2026 23:19:32 797.85 799.85 2.8 Valid Immediate GOOD
• Smoothing: Window [801.96, 797.85, 799.85] -> Median: 799.85
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 2.8 L/d (drain-slow, band 25.4L over 9.4d, 72 pts)
29/01/2026 05:20:29 799.85 799.85 2.7 Valid Immediate GOOD
• Smoothing: Window [797.85, 799.85, 803.02] -> Median: 799.85
• Stability Filter: No change in volume.
• Usage Rate: 2.7 L/d (drain-slow, band 26.2L over 9.6d, 73 pts)
29/01/2026 08:20:44 803.02 799.85 0.0 Valid Immediate GOOD
• Smoothing: Window [799.85, 803.02, 796.79] -> Median: 799.85
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 26.4L over 9.8d, 74 pts)
29/01/2026 11:21:01 796.79 798.91 0.0 Valid Immediate GOOD
• Smoothing: Window [803.02, 796.79, 798.91] -> Median: 798.91
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 0.0 L/d (flat, band 26.4L over 9.9d, 75 pts)
29/01/2026 14:21:18 798.91 798.91 2.7 Valid Immediate GOOD
• Smoothing: Window [796.79, 798.91, 795.85] -> Median: 796.79
• Stability Filter: Median artifact detected. Rescued Raw Value (798.9L).
• Usage Rate: 2.7 L/d (drain-slow, band 26.9L over 10.0d, 76 pts)
29/01/2026 17:21:36 795.85 798.91 2.9 Valid Immediate GOOD
• Smoothing: Window [798.91, 795.85, 796.79] -> Median: 796.79
• Stability Filter: Clamped minor wobble drop of 2.1L back to stable level. Future rebound returned near baseline in 1.0d after a short wobble.
• Usage Rate: 2.9 L/d (drain-slow, band 28.3L over 10.1d, 77 pts)
29/01/2026 20:21:50 796.79 798.91 0.0 Valid Immediate GOOD
• Smoothing: Window [795.85, 796.79, 796.79] -> Median: 796.79
• Stability Filter: Clamped minor wobble drop of 2.1L back to stable level. Future rebound returned near baseline in 0.9d after a short wobble.
• Usage Rate: 0.0 L/d (flat, band 29.6L over 10.3d, 78 pts)
29/01/2026 23:22:07 796.79 798.91 0.0 Valid Immediate GOOD
• Smoothing: Window [796.79, 796.79, 794.80] -> Median: 796.79
• Stability Filter: Clamped minor wobble drop of 2.1L back to stable level. Future rebound returned near baseline in 0.8d after a short wobble.
• Usage Rate: 0.0 L/d (flat, band 29.6L over 10.4d, 79 pts)
30/01/2026 05:22:39 794.80 798.91 0.0 Valid Immediate GOOD
• Smoothing: Window [796.79, 794.80, 795.85] -> Median: 795.85
• Stability Filter: Clamped minor wobble drop of 3.1L back to stable level. Future rebound returned near baseline in 0.4d after a short wobble.
• Usage Rate: 0.0 L/d (flat, band 29.6L over 10.6d, 80 pts)
30/01/2026 08:22:55 795.85 795.85 2.8 Valid Immediate GOOD
• Smoothing: Window [794.80, 795.85, 792.80] -> Median: 794.80
• Stability Filter: Median artifact detected. Rescued Raw Value (795.9L).
• Usage Rate: 2.8 L/d (drain-slow, band 29.6L over 10.8d, 81 pts)
30/01/2026 11:23:12 792.80 795.85 2.9 Valid Immediate GOOD
• Smoothing: Window [795.85, 792.80, 798.91] -> Median: 795.85
• Stability Filter: No change in volume.
• Usage Rate: 2.9 L/d (drain-slow, band 30.3L over 10.9d, 82 pts)
30/01/2026 14:23:43 798.91 795.85 2.8 Valid Immediate GOOD
• Smoothing: Window [792.80, 798.91, 797.85] -> Median: 797.85
• Monotonic Logic: Rejected small rise of 2.0L. Future plummeted back to baseline inside window (2.9d). Clamped to 795.9
• Usage Rate: 2.8 L/d (drain-slow, band 30.3L over 11.0d, 83 pts)
30/01/2026 17:23:58 797.85 795.85 2.8 Valid Immediate GOOD
• Smoothing: Window [798.91, 797.85, 799.85] -> Median: 798.91
• Monotonic Logic: Rejected small rise of 3.1L. Future plummeted back to baseline inside window (2.6d). Clamped to 795.9
• Usage Rate: 2.8 L/d (drain-slow, band 30.9L over 11.1d, 84 pts)
30/01/2026 20:24:15 799.85 795.85 2.8 Valid Immediate GOOD
• Smoothing: Window [797.85, 799.85, 796.79] -> Median: 797.85
• Monotonic Logic: Rejected small rise of 2.0L. Future plummeted back to baseline inside window (2.6d). Clamped to 795.9
• Usage Rate: 2.8 L/d (drain-slow, band 30.7L over 11.3d, 85 pts)
30/01/2026 23:24:30 796.79 795.85 2.8 Valid Immediate GOOD
• Smoothing: Window [799.85, 796.79, 794.80] -> Median: 796.79
• Monotonic Logic: Rejected small rise of 0.9L. Future plummeted back to baseline inside window (2.5d). Clamped to 795.9
• Usage Rate: 2.8 L/d (drain-slow, band 31.1L over 11.4d, 86 pts)
31/01/2026 02:26:02 794.80 795.85 2.8 Valid Immediate GOOD
• Smoothing: Window [796.79, 794.80, 799.85] -> Median: 796.79
• Monotonic Logic: Rejected small rise of 0.9L. Future plummeted back to baseline inside window (2.4d). Clamped to 795.9
• Usage Rate: 2.8 L/d (drain-slow, band 31.4L over 11.5d, 87 pts)
31/01/2026 05:27:33 799.85 795.85 2.7 Valid Immediate GOOD
• Smoothing: Window [794.80, 799.85, 797.85] -> Median: 797.85
• Monotonic Logic: Rejected small rise of 2.0L. Future plummeted back to baseline inside window (2.3d). Clamped to 795.9
• Usage Rate: 2.7 L/d (drain-slow, band 31.2L over 11.6d, 88 pts)
31/01/2026 08:28:59 797.85 795.85 2.7 Valid Immediate GOOD
• Smoothing: Window [799.85, 797.85, 796.79] -> Median: 797.85
• Monotonic Logic: Rejected small rise of 2.0L. Future plummeted back to baseline inside window (2.1d). Clamped to 795.9
• Usage Rate: 2.7 L/d (drain-slow, band 30.9L over 11.8d, 89 pts)
31/01/2026 11:30:19 796.79 795.85 2.7 Valid Immediate GOOD
• Smoothing: Window [797.85, 796.79, 795.85] -> Median: 796.79
• Monotonic Logic: Rejected small rise of 0.9L. Future plummeted back to baseline inside window (2.0d). Clamped to 795.9
• Usage Rate: 2.7 L/d (drain-slow, band 31.7L over 11.9d, 90 pts)
31/01/2026 14:31:49 795.85 795.85 2.7 Valid Immediate GOOD
• Smoothing: Window [796.79, 795.85, 795.85] -> Median: 795.85
• Stability Filter: No change in volume.
• Usage Rate: 2.7 L/d (drain-slow, band 31.6L over 12.0d, 91 pts)
31/01/2026 14:32:01 795.85 795.85 2.7 Valid Immediate GOOD
• Smoothing: Window [795.85, 795.85, 795.85] -> Median: 795.85
• Stability Filter: No change in volume.
• Usage Rate: 2.7 L/d (drain-slow, band 31.6L over 12.0d, 92 pts)
31/01/2026 17:33:32 795.85 795.85 0.0 Valid Immediate GOOD
• Smoothing: Window [795.85, 795.85, 789.75] -> Median: 795.85
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 31.6L over 12.2d, 93 pts)
31/01/2026 20:35:17 789.75 792.80 0.0 Valid Immediate GOOD
• Smoothing: Window [795.85, 789.75, 792.80] -> Median: 792.80
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 0.0 L/d (flat, band 31.6L over 12.3d, 94 pts)
31/01/2026 23:37:16 792.80 792.80 2.6 Valid Immediate GOOD
• Smoothing: Window [789.75, 792.80, 793.74] -> Median: 792.80
• Stability Filter: No change in volume.
• Usage Rate: 2.6 L/d (drain-slow, band 32.1L over 12.4d, 95 pts)
01/02/2026 02:38:44 793.74 792.80 0.0 Valid Immediate GOOD
• Smoothing: Window [792.80, 793.74, 793.74] -> Median: 793.74
• Monotonic Logic: Rejected small rise of 0.9L. Future plummeted back to baseline inside window (2.6d). Clamped to 792.8
• Usage Rate: 0.0 L/d (flat, band 32.5L over 12.5d, 96 pts)
01/02/2026 05:40:12 793.74 792.80 0.0 Valid Immediate GOOD
• Smoothing: Window [793.74, 793.74, 791.75] -> Median: 793.74
• Monotonic Logic: Rejected small rise of 0.9L. Future plummeted back to baseline inside window (2.5d). Clamped to 792.8
• Usage Rate: 0.0 L/d (flat, band 32.5L over 12.7d, 97 pts)
01/02/2026 08:41:38 791.75 791.75 0.0 Valid Immediate GOOD
• Smoothing: Window [793.74, 791.75, 786.70] -> Median: 791.75
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 0.0 L/d (flat, band 32.5L over 12.8d, 98 pts)
01/02/2026 11:43:10 786.70 791.75 0.0 Valid Immediate GOOD
• Smoothing: Window [791.75, 786.70, 787.64] -> Median: 787.64
• Stability Filter: Clamped minor wobble drop of 4.1L back to stable level. Future rebound returned near baseline in 0.3d after a short wobble.
• Usage Rate: 0.0 L/d (flat, band 32.5L over 12.9d, 99 pts)
01/02/2026 14:44:38 787.64 791.75 0.0 Valid Immediate GOOD
• Smoothing: Window [786.70, 787.64, 789.75] -> Median: 787.64
• Stability Filter: Clamped minor wobble drop of 4.1L back to stable level. Future rebound returned near baseline in 0.1d after a short wobble.
• Usage Rate: 0.0 L/d (flat, band 32.6L over 13.0d, 100 pts)
01/02/2026 17:46:05 789.75 789.75 0.0 Valid Immediate GOOD
• Smoothing: Window [787.64, 789.75, 790.69] -> Median: 789.75
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 0.0 L/d (flat, band 33.6L over 13.2d, 101 pts)
01/02/2026 20:47:33 790.69 789.75 0.0 Valid Immediate GOOD
• Smoothing: Window [789.75, 790.69, 790.69] -> Median: 790.69
• Monotonic Logic: Rejected small rise of 0.9L. Future plummeted back to baseline inside window (1.9d). Clamped to 789.7
• Usage Rate: 0.0 L/d (flat, band 33.5L over 13.3d, 102 pts)
01/02/2026 23:49:16 790.69 789.75 0.0 Valid Immediate GOOD
• Smoothing: Window [790.69, 790.69, 789.75] -> Median: 790.69
• Monotonic Logic: Rejected small rise of 0.9L. Future plummeted back to baseline inside window (1.8d). Clamped to 789.7
• Usage Rate: 0.0 L/d (flat, band 34.2L over 13.4d, 103 pts)
02/02/2026 02:51:06 789.75 789.75 2.6 Valid Immediate GOOD
• Smoothing: Window [790.69, 789.75, 789.75] -> Median: 789.75
• Stability Filter: No change in volume.
• Usage Rate: 2.6 L/d (drain-slow, band 34.3L over 13.5d, 104 pts)
02/02/2026 05:52:36 789.75 789.75 0.0 Valid Immediate GOOD
• Smoothing: Window [789.75, 789.75, 786.70] -> Median: 789.75
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 34.8L over 13.7d, 105 pts)
02/02/2026 08:54:04 786.70 786.70 2.6 Valid Immediate GOOD
• Smoothing: Window [789.75, 786.70, 784.58] -> Median: 786.70
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 2.6 L/d (drain-slow, band 35.0L over 13.8d, 106 pts)
02/02/2026 11:54:22 784.58 786.70 2.6 Valid Immediate GOOD
• Smoothing: Window [786.70, 784.58, 784.58] -> Median: 784.58
• Stability Filter: Clamped minor wobble drop of 2.1L back to stable level. Future rebound returned near baseline in 0.4d after a short wobble.
• Usage Rate: 2.6 L/d (drain-slow, band 35.4L over 13.9d, 107 pts)
02/02/2026 14:54:40 784.58 786.70 2.6 Valid Immediate GOOD
• Smoothing: Window [784.58, 784.58, 783.53] -> Median: 784.58
• Stability Filter: Clamped minor wobble drop of 2.1L back to stable level. Future rebound returned near baseline in 0.3d after a short wobble.
• Usage Rate: 2.6 L/d (drain-slow, band 36.0L over 13.9d, 107 pts)
02/02/2026 17:55:15 783.53 786.70 0.0 Valid Immediate GOOD
• Smoothing: Window [784.58, 783.53, 786.70] -> Median: 784.58
• Stability Filter: Clamped minor wobble drop of 2.1L back to stable level. Future rebound returned near baseline in 0.1d after a short wobble.
• Usage Rate: 0.0 L/d (flat, band 36.6L over 13.9d, 107 pts)
02/02/2026 20:55:33 786.70 786.70 2.7 Valid Immediate GOOD
• Smoothing: Window [783.53, 786.70, 787.64] -> Median: 786.70
• Stability Filter: No change in volume.
• Usage Rate: 2.7 L/d (drain-slow, band 36.3L over 13.9d, 107 pts)
02/02/2026 23:55:50 787.64 786.70 0.0 Valid Immediate GOOD
• Smoothing: Window [786.70, 787.64, 783.53] -> Median: 786.70
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 36.4L over 13.9d, 107 pts)
03/02/2026 02:56:05 783.53 785.64 0.0 Valid Immediate GOOD
• Smoothing: Window [787.64, 783.53, 785.64] -> Median: 785.64
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 0.0 L/d (flat, band 36.4L over 13.9d, 107 pts)
03/02/2026 05:56:22 785.64 785.64 2.6 Valid Immediate GOOD
• Smoothing: Window [783.53, 785.64, 786.70] -> Median: 785.64
• Stability Filter: No change in volume.
• Usage Rate: 2.6 L/d (drain-slow, band 35.8L over 13.9d, 107 pts)
03/02/2026 08:56:37 786.70 785.64 2.7 Valid Immediate GOOD
• Smoothing: Window [785.64, 786.70, 782.59] -> Median: 785.64
• Stability Filter: No change in volume.
• Usage Rate: 2.7 L/d (drain-slow, band 35.5L over 13.9d, 107 pts)
03/02/2026 11:56:54 782.59 783.53 0.0 Valid Immediate GOOD
• Smoothing: Window [786.70, 782.59, 783.53] -> Median: 783.53
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 0.0 L/d (flat, band 36.4L over 13.9d, 107 pts)
03/02/2026 14:57:09 783.53 782.59 2.7 Valid Immediate GOOD
• Smoothing: Window [782.59, 783.53, 778.48] -> Median: 782.59
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 2.7 L/d (drain-slow, band 36.8L over 13.9d, 107 pts)
03/02/2026 17:57:26 778.48 782.59 2.7 Valid Immediate GOOD
• Smoothing: Window [783.53, 778.48, 778.48] -> Median: 778.48
• Stability Filter: Clamped minor wobble drop of 4.1L back to stable level. Future rebound returned near baseline in 0.4d after a short wobble.
• Usage Rate: 2.7 L/d (drain-slow, band 36.1L over 13.9d, 107 pts)
03/02/2026 20:57:41 778.48 782.59 0.0 Valid Immediate GOOD
• Smoothing: Window [778.48, 778.48, 782.59] -> Median: 778.48
• Stability Filter: Clamped minor wobble drop of 4.1L back to stable level. Future rebound returned near baseline in 0.3d after a short wobble.
• Usage Rate: 0.0 L/d (flat, band 35.2L over 13.9d, 107 pts)
03/02/2026 23:58:01 782.59 782.59 0.0 Valid Immediate GOOD
• Smoothing: Window [778.48, 782.59, 780.48] -> Median: 780.48
• Stability Filter: Median artifact detected. Rescued Raw Value (782.6L).
• Usage Rate: 0.0 L/d (flat, band 35.2L over 13.9d, 107 pts)
04/02/2026 02:58:18 780.48 782.59 2.6 Valid Immediate GOOD
• Smoothing: Window [782.59, 780.48, 783.53] -> Median: 782.59
• Stability Filter: No change in volume.
• Usage Rate: 2.6 L/d (drain-slow, band 35.6L over 13.9d, 107 pts)
04/02/2026 05:58:35 783.53 780.48 2.6 Valid Immediate GOOD
• Smoothing: Window [780.48, 783.53, 778.48] -> Median: 780.48
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 2.6 L/d (drain-slow, band 36.1L over 13.9d, 107 pts)
04/02/2026 08:58:50 778.48 779.54 0.0 Valid Immediate GOOD
• Smoothing: Window [783.53, 778.48, 779.54] -> Median: 779.54
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 0.0 L/d (flat, band 36.3L over 13.9d, 107 pts)
04/02/2026 11:59:07 779.54 779.54 2.7 Valid Immediate GOOD
• Smoothing: Window [778.48, 779.54, 779.54] -> Median: 779.54
• Stability Filter: No change in volume.
• Usage Rate: 2.7 L/d (drain-slow, band 36.7L over 13.9d, 107 pts)
04/02/2026 14:59:22 779.54 779.54 0.0 Valid Immediate GOOD
• Smoothing: Window [779.54, 779.54, 779.54] -> Median: 779.54
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 37.3L over 13.9d, 107 pts)
04/02/2026 17:59:39 779.54 779.54 2.7 Valid Immediate GOOD
• Smoothing: Window [779.54, 779.54, 776.48] -> Median: 779.54
• Stability Filter: No change in volume.
• Usage Rate: 2.7 L/d (drain-slow, band 36.7L over 13.9d, 107 pts)
04/02/2026 20:59:54 776.48 779.54 0.0 Valid Immediate GOOD
• Smoothing: Window [779.54, 776.48, 779.54] -> Median: 779.54
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 36.3L over 13.9d, 107 pts)
05/02/2026 00:00:11 779.54 779.54 2.7 Valid Immediate GOOD
• Smoothing: Window [776.48, 779.54, 779.54] -> Median: 779.54
• Stability Filter: No change in volume.
• Usage Rate: 2.7 L/d (drain-slow, band 36.7L over 13.9d, 107 pts)
05/02/2026 03:00:26 779.54 779.54 2.7 Valid Immediate GOOD
• Smoothing: Window [779.54, 779.54, 775.43] -> Median: 779.54
• Stability Filter: No change in volume.
• Usage Rate: 2.7 L/d (drain-slow, band 35.9L over 13.9d, 107 pts)
05/02/2026 06:00:45 775.43 777.42 2.7 Valid Immediate GOOD
• Smoothing: Window [779.54, 775.43, 777.42] -> Median: 777.42
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 2.7 L/d (drain-slow, band 35.3L over 13.9d, 107 pts)
05/02/2026 09:01:04 777.42 775.43 2.7 Valid Immediate GOOD
• Smoothing: Window [775.43, 777.42, 774.37] -> Median: 775.43
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 2.7 L/d (drain-slow, band 35.9L over 13.9d, 107 pts)
05/02/2026 12:01:43 774.37 774.37 0.0 Valid Immediate GOOD
• Smoothing: Window [777.42, 774.37, 773.43] -> Median: 774.37
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 0.0 L/d (flat, band 36.0L over 13.9d, 107 pts)
05/02/2026 15:02:01 773.43 773.43 0.0 Valid Immediate GOOD
• Smoothing: Window [774.37, 773.43, 773.43] -> Median: 773.43
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 0.0 L/d (flat, band 36.0L over 13.9d, 107 pts)
05/02/2026 18:02:18 773.43 773.43 0.0 Valid Immediate GOOD
• Smoothing: Window [773.43, 773.43, 773.43] -> Median: 773.43
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 36.0L over 13.9d, 107 pts)
05/02/2026 21:02:33 773.43 773.43 0.0 Valid Immediate GOOD
• Smoothing: Window [773.43, 773.43, 773.43] -> Median: 773.43
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 36.0L over 13.9d, 107 pts)
06/02/2026 00:02:50 773.43 773.43 2.7 Valid Immediate GOOD
• Smoothing: Window [773.43, 773.43, 773.43] -> Median: 773.43
• Stability Filter: No change in volume.
• Usage Rate: 2.7 L/d (drain-slow, band 35.8L over 13.8d, 107 pts)
06/02/2026 03:03:05 773.43 773.43 2.6 Valid Immediate GOOD
• Smoothing: Window [773.43, 773.43, 774.37] -> Median: 773.43
• Stability Filter: No change in volume.
• Usage Rate: 2.6 L/d (drain-slow, band 36.4L over 13.9d, 108 pts)
06/02/2026 06:03:22 774.37 773.43 0.0 Valid Immediate GOOD
• Smoothing: Window [773.43, 774.37, 773.43] -> Median: 773.43
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 36.0L over 13.9d, 108 pts)
06/02/2026 09:03:37 773.43 773.43 2.6 Valid Immediate GOOD
• Smoothing: Window [774.37, 773.43, 772.37] -> Median: 773.43
• Stability Filter: No change in volume.
• Usage Rate: 2.6 L/d (drain-slow, band 35.6L over 13.9d, 108 pts)
06/02/2026 12:03:54 772.37 773.43 2.7 Valid Immediate GOOD
• Smoothing: Window [773.43, 772.37, 771.32] -> Median: 772.37
• Stability Filter: Clamped minor wobble drop of 1.1L back to stable level. Future rebound returned near baseline in 0.5d after a short wobble.
• Usage Rate: 2.7 L/d (drain-slow, band 36.6L over 13.9d, 108 pts)
06/02/2026 15:04:09 771.32 773.43 2.7 Valid Immediate GOOD
• Smoothing: Window [772.37, 771.32, 771.32] -> Median: 771.32
• Stability Filter: Clamped minor wobble drop of 2.1L back to stable level. Future rebound returned near baseline in 0.4d after a short wobble.
• Usage Rate: 2.7 L/d (drain-slow, band 37.3L over 13.9d, 108 pts)
06/02/2026 18:04:26 771.32 773.43 2.8 Valid Immediate GOOD
• Smoothing: Window [771.32, 771.32, 770.26] -> Median: 771.32
• Stability Filter: Clamped minor wobble drop of 2.1L back to stable level. Future rebound returned near baseline in 0.3d after a short wobble.
• Usage Rate: 2.8 L/d (drain-slow, band 38.4L over 13.9d, 108 pts)
06/02/2026 21:04:41 770.26 773.43 0.0 Valid Immediate GOOD
• Smoothing: Window [771.32, 770.26, 774.37] -> Median: 771.32
• Stability Filter: Clamped minor wobble drop of 2.1L back to stable level. Future rebound returned near baseline in 0.1d after a short wobble.
• Usage Rate: 0.0 L/d (flat, band 39.1L over 13.9d, 108 pts)
07/02/2026 00:04:58 774.37 773.43 2.8 Valid Immediate GOOD
• Smoothing: Window [770.26, 774.37, 773.43] -> Median: 773.43
• Stability Filter: No change in volume.
• Usage Rate: 2.8 L/d (drain-slow, band 38.4L over 13.8d, 108 pts)
07/02/2026 03:05:13 773.43 773.43 2.8 Valid Immediate GOOD
• Smoothing: Window [774.37, 773.43, 773.43] -> Median: 773.43
• Stability Filter: No change in volume.
• Usage Rate: 2.8 L/d (drain-slow, band 38.4L over 13.9d, 109 pts)
07/02/2026 06:05:30 773.43 773.43 2.8 Valid Immediate GOOD
• Smoothing: Window [773.43, 773.43, 773.43] -> Median: 773.43
• Stability Filter: No change in volume.
• Usage Rate: 2.8 L/d (drain-slow, band 38.1L over 13.9d, 109 pts)
07/02/2026 09:05:45 773.43 773.43 2.7 Valid Immediate GOOD
• Smoothing: Window [773.43, 773.43, 770.26] -> Median: 773.43
• Stability Filter: No change in volume.
• Usage Rate: 2.7 L/d (drain-slow, band 37.1L over 13.9d, 109 pts)
07/02/2026 12:06:02 770.26 770.26 0.0 Valid Immediate GOOD
• Smoothing: Window [773.43, 770.26, 769.32] -> Median: 770.26
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 0.0 L/d (flat, band 36.9L over 13.9d, 109 pts)
07/02/2026 15:06:17 769.32 770.26 0.0 Valid Immediate GOOD
• Smoothing: Window [770.26, 769.32, 772.37] -> Median: 770.26
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 36.9L over 13.9d, 109 pts)
07/02/2026 18:06:34 772.37 770.26 0.0 Valid Immediate GOOD
• Smoothing: Window [769.32, 772.37, 770.26] -> Median: 770.26
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 36.9L over 13.9d, 109 pts)
07/02/2026 21:06:49 770.26 770.26 0.0 Valid Immediate GOOD
• Smoothing: Window [772.37, 770.26, 768.27] -> Median: 770.26
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 36.9L over 13.9d, 109 pts)
08/02/2026 00:07:06 768.27 768.27 0.0 Valid Immediate GOOD
• Smoothing: Window [770.26, 768.27, 768.27] -> Median: 768.27
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 0.0 L/d (flat, band 36.0L over 13.8d, 109 pts)
08/02/2026 03:07:21 768.27 768.27 0.0 Valid Immediate GOOD
• Smoothing: Window [768.27, 768.27, 772.37] -> Median: 768.27
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 35.9L over 13.9d, 110 pts)
08/02/2026 06:07:38 772.37 768.27 2.6 Valid Immediate GOOD
• Smoothing: Window [768.27, 772.37, 767.21] -> Median: 768.27
• Stability Filter: No change in volume.
• Usage Rate: 2.6 L/d (drain-slow, band 35.0L over 13.9d, 110 pts)
08/02/2026 09:07:53 767.21 768.27 2.5 Valid Immediate GOOD
• Smoothing: Window [772.37, 767.21, 768.27] -> Median: 768.27
• Stability Filter: No change in volume.
• Usage Rate: 2.5 L/d (drain-slow, band 34.9L over 13.9d, 110 pts)
08/02/2026 12:08:10 768.27 768.27 2.5 Valid Immediate GOOD
• Smoothing: Window [767.21, 768.27, 768.27] -> Median: 768.27
• Stability Filter: No change in volume.
• Usage Rate: 2.5 L/d (drain-slow, band 34.9L over 13.9d, 110 pts)
08/02/2026 15:08:25 768.27 768.27 2.5 Valid Immediate GOOD
• Smoothing: Window [768.27, 768.27, 763.22] -> Median: 768.27
• Stability Filter: No change in volume.
• Usage Rate: 2.5 L/d (drain-slow, band 34.9L over 13.9d, 110 pts)
08/02/2026 18:08:42 763.22 768.27 0.0 Valid Immediate GOOD
• Smoothing: Window [768.27, 763.22, 768.27] -> Median: 768.27
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 35.8L over 13.9d, 110 pts)
08/02/2026 21:08:57 768.27 768.27 2.6 Valid Immediate GOOD
• Smoothing: Window [763.22, 768.27, 767.21] -> Median: 767.21
• Stability Filter: Median artifact detected. Rescued Raw Value (768.3L).
• Usage Rate: 2.6 L/d (drain-slow, band 35.0L over 13.9d, 110 pts)
09/02/2026 00:09:14 767.21 768.27 0.0 Valid Immediate GOOD
• Smoothing: Window [768.27, 767.21, 767.21] -> Median: 767.21
• Stability Filter: Clamped minor wobble drop of 1.1L back to stable level. Future rebound returned near baseline in 0.8d after a short wobble.
• Usage Rate: 0.0 L/d (flat, band 35.8L over 13.9d, 110 pts)
09/02/2026 03:09:29 767.21 768.27 0.0 Valid Immediate GOOD
• Smoothing: Window [767.21, 767.21, 767.21] -> Median: 767.21
• Stability Filter: Clamped minor wobble drop of 1.1L back to stable level. Future rebound returned near baseline in 0.6d after a short wobble.
• Usage Rate: 0.0 L/d (flat, band 35.8L over 13.9d, 110 pts)
09/02/2026 06:09:46 767.21 768.27 2.6 Valid Immediate GOOD
• Smoothing: Window [767.21, 767.21, 764.16] -> Median: 767.21
• Stability Filter: Clamped minor wobble drop of 1.1L back to stable level. Future rebound returned near baseline in 0.5d after a short wobble.
• Usage Rate: 2.6 L/d (drain-slow, band 35.9L over 13.9d, 110 pts)
09/02/2026 09:10:01 764.16 768.27 2.6 Valid Immediate GOOD
• Smoothing: Window [767.21, 764.16, 767.21] -> Median: 767.21
• Stability Filter: Clamped minor wobble drop of 1.1L back to stable level. Future rebound returned near baseline in 0.4d after a short wobble.
• Usage Rate: 2.6 L/d (drain-slow, band 35.9L over 13.9d, 110 pts)
09/02/2026 12:10:18 767.21 768.27 2.6 Valid Immediate GOOD
• Smoothing: Window [764.16, 767.21, 768.27] -> Median: 767.21
• Stability Filter: Clamped minor wobble drop of 1.1L back to stable level. Future rebound returned near baseline in 0.3d after a short wobble.
• Usage Rate: 2.6 L/d (drain-slow, band 35.8L over 13.9d, 110 pts)
09/02/2026 15:10:33 768.27 768.27 2.5 Valid Immediate GOOD
• Smoothing: Window [767.21, 768.27, 766.27] -> Median: 767.21
• Stability Filter: Median artifact detected. Rescued Raw Value (768.3L).
• Usage Rate: 2.5 L/d (drain-slow, band 34.8L over 13.9d, 110 pts)
09/02/2026 18:10:50 766.27 768.27 0.0 Valid Immediate GOOD
• Smoothing: Window [768.27, 766.27, 768.27] -> Median: 768.27
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 34.8L over 13.9d, 110 pts)
09/02/2026 21:11:05 768.27 768.27 0.0 Valid Immediate GOOD
• Smoothing: Window [766.27, 768.27, 767.21] -> Median: 767.21
• Stability Filter: Median artifact detected. Rescued Raw Value (768.3L).
• Usage Rate: 0.0 L/d (flat, band 34.8L over 13.9d, 110 pts)
10/02/2026 00:11:22 767.21 768.27 2.5 Valid Immediate GOOD
• Smoothing: Window [768.27, 767.21, 768.27] -> Median: 768.27
• Stability Filter: No change in volume.
• Usage Rate: 2.5 L/d (drain-slow, band 33.8L over 13.9d, 110 pts)
10/02/2026 03:11:37 768.27 767.21 2.3 Valid Immediate GOOD
• Smoothing: Window [767.21, 768.27, 764.16] -> Median: 767.21
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 2.3 L/d (drain-slow, band 31.8L over 13.9d, 110 pts)
10/02/2026 06:11:54 764.16 767.21 0.0 Valid Immediate GOOD
• Smoothing: Window [768.27, 764.16, 764.16] -> Median: 764.16
• Stability Filter: Clamped minor wobble drop of 3.1L back to stable level. Future rebound returned near baseline in 0.8d after a short wobble.
• Usage Rate: 0.0 L/d (flat, band 31.6L over 13.9d, 110 pts)
10/02/2026 09:12:09 764.16 767.21 2.3 Valid Immediate GOOD
• Smoothing: Window [764.16, 764.16, 764.16] -> Median: 764.16
• Stability Filter: Clamped minor wobble drop of 3.1L back to stable level. Future rebound returned near baseline in 0.6d after a short wobble.
• Usage Rate: 2.3 L/d (drain-slow, band 31.7L over 13.9d, 110 pts)
10/02/2026 12:12:26 764.16 767.21 0.0 Valid Immediate GOOD
• Smoothing: Window [764.16, 764.16, 761.10] -> Median: 764.16
• Stability Filter: Clamped minor wobble drop of 3.1L back to stable level. Future rebound returned near baseline in 0.5d after a short wobble.
• Usage Rate: 0.0 L/d (flat, band 32.6L over 13.9d, 110 pts)
10/02/2026 15:12:40 761.10 767.21 0.0 Valid Immediate GOOD
• Smoothing: Window [764.16, 761.10, 762.16] -> Median: 762.16
• Stability Filter: Clamped minor wobble drop of 5.0L back to stable level. Future rebound returned near baseline in 0.4d after a short wobble.
• Usage Rate: 0.0 L/d (flat, band 32.6L over 13.9d, 110 pts)
10/02/2026 18:12:57 762.16 767.21 0.0 Valid Immediate GOOD
• Smoothing: Window [761.10, 762.16, 767.21] -> Median: 762.16
• Stability Filter: Clamped minor wobble drop of 5.0L back to stable level. Future rebound returned near baseline in 0.3d after a short wobble.
• Usage Rate: 0.0 L/d (flat, band 32.6L over 13.9d, 110 pts)
10/02/2026 21:13:13 767.21 767.21 0.0 Valid Immediate GOOD
• Smoothing: Window [762.16, 767.21, 762.16] -> Median: 762.16
• Stability Filter: Median artifact detected. Rescued Raw Value (767.2L).
• Usage Rate: 0.0 L/d (flat, band 31.8L over 13.9d, 110 pts)
11/02/2026 00:13:30 762.16 766.27 0.0 Valid Immediate GOOD
• Smoothing: Window [767.21, 762.16, 766.27] -> Median: 766.27
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 0.0 L/d (flat, band 31.7L over 13.8d, 110 pts)
11/02/2026 03:13:45 766.27 762.16 0.0 Valid Immediate GOOD
• Smoothing: Window [762.16, 766.27, 762.16] -> Median: 762.16
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 0.0 L/d (flat, band 31.7L over 13.9d, 111 pts)
11/02/2026 06:14:16 762.16 762.16 2.3 Valid Immediate GOOD
• Smoothing: Window [766.27, 762.16, 763.22] -> Median: 763.22
• Monotonic Logic: Rejected small rise of 1.1L. Future plummeted back to baseline inside window (2.5d). Clamped to 762.2
• Usage Rate: 2.3 L/d (drain-slow, band 30.6L over 13.9d, 111 pts)
11/02/2026 09:14:33 763.22 762.16 0.0 Valid Immediate GOOD
• Smoothing: Window [762.16, 763.22, 759.11] -> Median: 762.16
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 31.6L over 13.9d, 111 pts)
11/02/2026 12:14:51 759.11 760.17 0.0 Valid Immediate GOOD
• Smoothing: Window [763.22, 759.11, 760.17] -> Median: 760.17
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 0.0 L/d (flat, band 31.6L over 13.9d, 111 pts)
11/02/2026 15:15:08 760.17 760.17 0.0 Valid Immediate GOOD
• Smoothing: Window [759.11, 760.17, 758.05] -> Median: 759.11
• Stability Filter: Median artifact detected. Rescued Raw Value (760.2L).
• Usage Rate: 0.0 L/d (flat, band 32.6L over 13.9d, 111 pts)
11/02/2026 18:15:23 758.05 760.17 0.0 Valid Immediate GOOD
• Smoothing: Window [760.17, 758.05, 759.11] -> Median: 759.11
• Stability Filter: Clamped minor wobble drop of 1.1L back to stable level. Future rebound returned near baseline in 0.3d after a short wobble.
• Usage Rate: 0.0 L/d (flat, band 32.6L over 13.9d, 111 pts)
11/02/2026 21:15:40 759.11 760.17 0.0 Valid Immediate GOOD
• Smoothing: Window [758.05, 759.11, 760.17] -> Median: 759.11
• Stability Filter: Clamped minor wobble drop of 1.1L back to stable level. Future rebound returned near baseline in 0.1d after a short wobble.
• Usage Rate: 0.0 L/d (flat, band 32.6L over 13.9d, 111 pts)
12/02/2026 00:15:55 760.17 760.17 0.0 Valid Immediate GOOD
• Smoothing: Window [759.11, 760.17, 762.16] -> Median: 760.17
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 32.6L over 13.8d, 111 pts)
12/02/2026 03:16:12 762.16 760.17 0.0 Valid Immediate GOOD
• Smoothing: Window [760.17, 762.16, 760.17] -> Median: 760.17
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 33.5L over 13.9d, 112 pts)
12/02/2026 06:16:27 760.17 760.17 2.5 Valid Immediate GOOD
• Smoothing: Window [762.16, 760.17, 758.05] -> Median: 760.17
• Stability Filter: No change in volume.
• Usage Rate: 2.5 L/d (drain-slow, band 33.5L over 13.9d, 112 pts)
12/02/2026 09:16:44 758.05 758.05 2.5 Valid Immediate GOOD
• Smoothing: Window [760.17, 758.05, 758.05] -> Median: 758.05
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 2.5 L/d (drain-slow, band 33.6L over 13.9d, 112 pts)
12/02/2026 12:16:59 758.05 758.05 0.0 Valid Immediate GOOD
• Smoothing: Window [758.05, 758.05, 756.06] -> Median: 758.05
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 33.7L over 13.9d, 112 pts)
12/02/2026 15:17:16 756.06 757.11 0.0 Valid Immediate GOOD
• Smoothing: Window [758.05, 756.06, 757.11] -> Median: 757.11
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 0.0 L/d (flat, band 33.7L over 13.9d, 112 pts)
12/02/2026 18:17:31 757.11 757.11 2.5 Valid Immediate GOOD
• Smoothing: Window [756.06, 757.11, 756.06] -> Median: 756.06
• Stability Filter: Median artifact detected. Rescued Raw Value (757.1L).
• Usage Rate: 2.5 L/d (drain-slow, band 33.7L over 13.9d, 112 pts)
12/02/2026 21:17:48 756.06 757.11 2.5 Valid Immediate GOOD
• Smoothing: Window [757.11, 756.06, 756.06] -> Median: 756.06
• Stability Filter: Clamped minor wobble drop of 1.1L back to stable level. Future rebound returned near baseline in 0.3d after a short wobble.
• Usage Rate: 2.5 L/d (drain-slow, band 34.5L over 13.9d, 112 pts)
13/02/2026 00:18:03 756.06 757.11 2.6 Valid Immediate GOOD
• Smoothing: Window [756.06, 756.06, 759.11] -> Median: 756.06
• Stability Filter: Clamped minor wobble drop of 1.1L back to stable level. Future rebound returned near baseline in 0.1d after a short wobble.
• Usage Rate: 2.6 L/d (drain-slow, band 34.5L over 13.8d, 112 pts)
13/02/2026 03:18:22 759.11 757.11 0.0 Valid Immediate GOOD
• Smoothing: Window [756.06, 759.11, 757.11] -> Median: 757.11
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 34.6L over 13.9d, 113 pts)
13/02/2026 06:18:43 757.11 757.11 2.5 Valid Immediate GOOD
• Smoothing: Window [759.11, 757.11, 757.11] -> Median: 757.11
• Stability Filter: No change in volume.
• Usage Rate: 2.5 L/d (drain-slow, band 34.4L over 13.9d, 113 pts)
13/02/2026 09:19:00 757.11 757.11 2.5 Valid Immediate GOOD
• Smoothing: Window [757.11, 757.11, 753.00] -> Median: 757.11
• Stability Filter: No change in volume.
• Usage Rate: 2.5 L/d (drain-slow, band 34.4L over 13.9d, 113 pts)
13/02/2026 12:19:22 753.00 753.00 0.0 Valid Immediate GOOD
• Smoothing: Window [757.11, 753.00, 747.84] -> Median: 753.00
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 0.0 L/d (flat, band 34.6L over 13.9d, 113 pts)
13/02/2026 15:19:39 747.84 753.00 2.5 Valid Immediate GOOD
• Smoothing: Window [753.00, 747.84, 753.94] -> Median: 753.00
• Stability Filter: No change in volume.
• Usage Rate: 2.5 L/d (drain-slow, band 34.4L over 13.9d, 113 pts)
13/02/2026 18:19:54 753.94 753.94 2.5 Valid Immediate GOOD
• Smoothing: Window [747.84, 753.94, 750.89] -> Median: 750.89
• Stability Filter: Median artifact detected. Rescued Raw Value (753.9L).
• Usage Rate: 2.5 L/d (drain-slow, band 34.3L over 13.9d, 113 pts)
13/02/2026 21:20:14 750.89 753.94 2.4 Valid Immediate GOOD
• Smoothing: Window [753.94, 750.89, 756.06] -> Median: 753.94
• Stability Filter: No change in volume.
• Usage Rate: 2.4 L/d (drain-slow, band 33.5L over 13.9d, 113 pts)
14/02/2026 00:20:31 756.06 753.94 0.0 Valid Immediate GOOD
• Smoothing: Window [750.89, 756.06, 755.00] -> Median: 755.00
• Monotonic Logic: Rejected small rise of 1.1L. Future plummeted back to baseline inside window (2.6d). Clamped to 753.9
• Usage Rate: 0.0 L/d (flat, band 32.6L over 13.9d, 113 pts)
14/02/2026 03:21:03 755.00 753.94 2.4 Valid Immediate GOOD
• Smoothing: Window [756.06, 755.00, 751.95] -> Median: 755.00
• Monotonic Logic: Rejected small rise of 1.1L. Future plummeted back to baseline inside window (2.5d). Clamped to 753.9
• Usage Rate: 2.4 L/d (drain-slow, band 33.2L over 13.9d, 113 pts)
14/02/2026 06:21:19 751.95 751.95 0.0 Valid Immediate GOOD
• Smoothing: Window [755.00, 751.95, 749.95] -> Median: 751.95
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 0.0 L/d (flat, band 32.6L over 13.9d, 113 pts)
14/02/2026 09:21:36 749.95 749.95 0.0 Valid Immediate GOOD
• Smoothing: Window [751.95, 749.95, 744.79] -> Median: 749.95
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 0.0 L/d (flat, band 32.6L over 13.9d, 113 pts)
14/02/2026 12:21:53 744.79 749.95 2.4 Valid Immediate GOOD
• Smoothing: Window [749.95, 744.79, 749.95] -> Median: 749.95
• Stability Filter: No change in volume.
• Usage Rate: 2.4 L/d (drain-slow, band 33.5L over 13.9d, 113 pts)
14/02/2026 15:22:10 749.95 749.95 2.3 Valid Immediate GOOD
• Smoothing: Window [744.79, 749.95, 743.85] -> Median: 744.79
• Stability Filter: Median artifact detected. Rescued Raw Value (750.0L).
• Usage Rate: 2.3 L/d (drain-slow, band 31.6L over 13.9d, 112 pts)
14/02/2026 18:22:25 743.85 746.90 2.3 Valid Immediate GOOD
• Smoothing: Window [749.95, 743.85, 746.90] -> Median: 746.90
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 2.3 L/d (drain-slow, band 31.5L over 13.9d, 112 pts)
14/02/2026 21:22:44 746.90 746.90 2.3 Valid Immediate GOOD
• Smoothing: Window [743.85, 746.90, 748.89] -> Median: 746.90
• Stability Filter: No change in volume.
• Usage Rate: 2.3 L/d (drain-slow, band 30.6L over 13.9d, 112 pts)
15/02/2026 00:23:16 748.89 746.90 2.3 Valid Immediate GOOD
• Smoothing: Window [746.90, 748.89, 745.84] -> Median: 746.90
• Stability Filter: No change in volume.
• Usage Rate: 2.3 L/d (drain-slow, band 31.6L over 13.9d, 112 pts)
15/02/2026 03:23:34 745.84 746.90 2.4 Valid Immediate GOOD
• Smoothing: Window [748.89, 745.84, 747.84] -> Median: 747.84
• Monotonic Logic: Rejected small rise of 0.9L. Future plummeted back to baseline inside window (2.9d). Clamped to 746.9
• Usage Rate: 2.4 L/d (drain-slow, band 32.6L over 13.9d, 112 pts)
15/02/2026 06:23:54 747.84 746.90 2.5 Valid Immediate GOOD
• Smoothing: Window [745.84, 747.84, 747.84] -> Median: 747.84
• Monotonic Logic: Rejected small rise of 0.9L. Future plummeted back to baseline inside window (2.8d). Clamped to 746.9
• Usage Rate: 2.5 L/d (drain-slow, band 33.5L over 13.9d, 112 pts)
15/02/2026 09:24:11 747.84 746.90 2.5 Valid Immediate GOOD
• Smoothing: Window [747.84, 747.84, 748.89] -> Median: 747.84
• Monotonic Logic: Rejected small rise of 0.9L. Future plummeted back to baseline inside window (2.6d). Clamped to 746.9
• Usage Rate: 2.5 L/d (drain-slow, band 33.5L over 13.9d, 112 pts)
15/02/2026 12:24:29 748.89 746.90 2.5 Valid Immediate GOOD
• Smoothing: Window [747.84, 748.89, 741.73] -> Median: 747.84
• Monotonic Logic: Rejected small rise of 0.9L. Future plummeted back to baseline inside window (2.5d). Clamped to 746.9
• Usage Rate: 2.5 L/d (drain-slow, band 33.6L over 13.9d, 112 pts)
15/02/2026 15:24:46 741.73 746.90 2.5 Valid Immediate GOOD
• Smoothing: Window [748.89, 741.73, 744.79] -> Median: 744.79
• Stability Filter: Clamped minor wobble drop of 2.1L back to stable level. Future rebound returned near baseline in 0.5d after a short wobble.
• Usage Rate: 2.5 L/d (drain-slow, band 34.4L over 13.9d, 112 pts)
15/02/2026 18:25:18 744.79 744.79 2.5 Valid Immediate GOOD
• Smoothing: Window [741.73, 744.79, 743.85] -> Median: 743.85
• Stability Filter: Median artifact detected. Rescued Raw Value (744.8L).
• Usage Rate: 2.5 L/d (drain-slow, band 33.6L over 13.9d, 112 pts)
15/02/2026 21:25:35 743.85 744.79 2.5 Valid Immediate GOOD
• Smoothing: Window [744.79, 743.85, 747.84] -> Median: 744.79
• Stability Filter: No change in volume.
• Usage Rate: 2.5 L/d (drain-slow, band 34.5L over 13.9d, 112 pts)
16/02/2026 00:26:09 747.84 744.79 2.5 Valid Immediate GOOD
• Smoothing: Window [743.85, 747.84, 744.79] -> Median: 744.79
• Stability Filter: No change in volume.
• Usage Rate: 2.5 L/d (drain-slow, band 34.6L over 13.9d, 112 pts)
16/02/2026 03:26:26 744.79 744.79 2.6 Valid Immediate GOOD
• Smoothing: Window [747.84, 744.79, 746.90] -> Median: 746.90
• Monotonic Logic: Rejected small rise of 2.1L. Future plummeted back to baseline inside window (2.1d). Clamped to 744.8
• Usage Rate: 2.6 L/d (drain-slow, band 35.5L over 13.9d, 112 pts)
16/02/2026 06:26:41 746.90 744.79 2.5 Valid Immediate GOOD
• Smoothing: Window [744.79, 746.90, 743.85] -> Median: 744.79
• Stability Filter: No change in volume.
• Usage Rate: 2.5 L/d (drain-slow, band 34.8L over 13.9d, 112 pts)
16/02/2026 09:26:58 743.85 743.85 2.5 Valid Immediate GOOD
• Smoothing: Window [746.90, 743.85, 741.73] -> Median: 743.85
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 2.5 L/d (drain-slow, band 34.5L over 13.9d, 112 pts)
16/02/2026 12:27:29 741.73 743.85 2.5 Valid Immediate GOOD
• Smoothing: Window [743.85, 741.73, 743.85] -> Median: 743.85
• Stability Filter: No change in volume.
• Usage Rate: 2.5 L/d (drain-slow, band 32.5L over 13.9d, 112 pts)
16/02/2026 15:27:46 743.85 741.73 2.4 Valid Immediate GOOD
• Smoothing: Window [741.73, 743.85, 740.79] -> Median: 741.73
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 2.4 L/d (drain-slow, band 32.5L over 13.9d, 112 pts)
16/02/2026 18:28:21 740.79 741.73 2.4 Valid Immediate GOOD
• Smoothing: Window [743.85, 740.79, 741.73] -> Median: 741.73
• Stability Filter: No change in volume.
• Usage Rate: 2.4 L/d (drain-slow, band 32.6L over 13.9d, 112 pts)
16/02/2026 21:28:38 741.73 740.79 2.5 Valid Immediate GOOD
• Smoothing: Window [740.79, 741.73, 739.74] -> Median: 740.79
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 2.5 L/d (drain-slow, band 33.6L over 13.9d, 112 pts)
17/02/2026 00:28:55 739.74 739.74 2.5 Valid Immediate GOOD
• Smoothing: Window [741.73, 739.74, 738.68] -> Median: 739.74
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 2.5 L/d (drain-slow, band 34.6L over 13.9d, 112 pts)
17/02/2026 03:29:12 738.68 738.68 2.5 Valid Immediate GOOD
• Smoothing: Window [739.74, 738.68, 738.68] -> Median: 738.68
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 2.5 L/d (drain-slow, band 34.6L over 13.9d, 112 pts)
17/02/2026 06:29:31 738.68 738.68 2.5 Valid Immediate GOOD
• Smoothing: Window [738.68, 738.68, 740.79] -> Median: 738.68
• Stability Filter: No change in volume.
• Usage Rate: 2.5 L/d (drain-slow, band 33.7L over 13.9d, 112 pts)
17/02/2026 09:29:46 740.79 738.68 2.5 Valid Immediate GOOD
• Smoothing: Window [738.68, 740.79, 735.63] -> Median: 738.68
• Stability Filter: No change in volume.
• Usage Rate: 2.5 L/d (drain-slow, band 34.5L over 13.9d, 112 pts)
17/02/2026 12:30:03 735.63 736.69 2.5 Valid Immediate GOOD
• Smoothing: Window [740.79, 735.63, 736.69] -> Median: 736.69
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 2.5 L/d (drain-slow, band 34.5L over 13.9d, 112 pts)
17/02/2026 15:30:18 736.69 736.69 2.5 Valid Immediate GOOD
• Smoothing: Window [735.63, 736.69, 737.62] -> Median: 736.69
• Stability Filter: No change in volume.
• Usage Rate: 2.5 L/d (drain-slow, band 33.5L over 13.9d, 112 pts)
17/02/2026 18:30:35 737.62 736.69 2.5 Valid Immediate GOOD
• Smoothing: Window [736.69, 737.62, 738.68] -> Median: 737.62
• Monotonic Logic: Rejected small rise of 0.9L. Future plummeted back to baseline inside window (3.6d). Clamped to 736.7
• Usage Rate: 2.5 L/d (drain-slow, band 32.5L over 13.9d, 112 pts)
17/02/2026 21:30:50 738.68 736.69 2.5 Valid Immediate GOOD
• Smoothing: Window [737.62, 738.68, 735.63] -> Median: 737.62
• Monotonic Logic: Rejected small rise of 0.9L. Future plummeted back to baseline inside window (3.5d). Clamped to 736.7
• Usage Rate: 2.5 L/d (drain-slow, band 33.4L over 13.9d, 112 pts)
18/02/2026 00:31:07 735.63 735.63 2.4 Valid Immediate GOOD
• Smoothing: Window [738.68, 735.63, 734.57] -> Median: 735.63
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 2.4 L/d (drain-slow, band 32.6L over 13.9d, 112 pts)
18/02/2026 03:31:22 734.57 735.63 2.4 Valid Immediate GOOD
• Smoothing: Window [735.63, 734.57, 737.62] -> Median: 735.63
• Stability Filter: No change in volume.
• Usage Rate: 2.4 L/d (drain-slow, band 32.6L over 13.9d, 112 pts)
18/02/2026 06:31:39 737.62 734.57 2.4 Valid Immediate GOOD
• Smoothing: Window [734.57, 737.62, 733.63] -> Median: 734.57
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 2.4 L/d (drain-slow, band 33.4L over 13.9d, 112 pts)
18/02/2026 09:31:57 733.63 733.63 2.4 Valid Immediate GOOD
• Smoothing: Window [737.62, 733.63, 730.58] -> Median: 733.63
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 2.4 L/d (drain-slow, band 32.6L over 13.9d, 112 pts)
18/02/2026 12:32:15 730.58 733.63 2.5 Valid Immediate GOOD
• Smoothing: Window [733.63, 730.58, 730.58] -> Median: 730.58
• Stability Filter: Clamped minor wobble drop of 3.1L back to stable level. Future rebound returned near baseline in 0.3d after a short wobble.
• Usage Rate: 2.5 L/d (drain-slow, band 33.6L over 13.9d, 112 pts)
18/02/2026 15:32:32 730.58 733.63 2.5 Valid Immediate GOOD
• Smoothing: Window [730.58, 730.58, 732.58] -> Median: 730.58
• Stability Filter: Clamped minor wobble drop of 3.1L back to stable level. Future rebound returned near baseline in 0.1d after a short wobble.
• Usage Rate: 2.5 L/d (drain-slow, band 34.6L over 13.9d, 112 pts)
18/02/2026 18:33:04 732.58 733.63 0.0 Valid Immediate GOOD
• Smoothing: Window [730.58, 732.58, 735.63] -> Median: 732.58
• Stability Filter: Clamped minor wobble drop of 1.1L back to stable level. Future rebound returned near baseline in 0.1d after a short wobble.
• Usage Rate: 0.0 L/d (flat, band 34.8L over 13.9d, 112 pts)
18/02/2026 21:33:19 735.63 733.63 2.5 Valid Immediate GOOD
• Smoothing: Window [732.58, 735.63, 733.63] -> Median: 733.63
• Stability Filter: No change in volume.
• Usage Rate: 2.5 L/d (drain-slow, band 34.8L over 13.9d, 112 pts)
19/02/2026 00:33:35 733.63 733.63 2.6 Valid Immediate GOOD
• Smoothing: Window [735.63, 733.63, 730.58] -> Median: 733.63
• Stability Filter: No change in volume.
• Usage Rate: 2.6 L/d (drain-slow, band 35.7L over 13.9d, 112 pts)
19/02/2026 03:33:51 730.58 731.52 2.6 Valid Immediate GOOD
• Smoothing: Window [733.63, 730.58, 731.52] -> Median: 731.52
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 2.6 L/d (drain-slow, band 35.8L over 13.9d, 112 pts)
19/02/2026 06:34:08 731.52 730.58 2.7 Valid Immediate GOOD
• Smoothing: Window [730.58, 731.52, 729.52] -> Median: 730.58
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 2.7 L/d (drain-slow, band 36.7L over 13.9d, 112 pts)
19/02/2026 09:34:24 729.52 730.58 2.7 Valid Immediate GOOD
• Smoothing: Window [731.52, 729.52, 730.58] -> Median: 730.58
• Stability Filter: No change in volume.
• Usage Rate: 2.7 L/d (drain-slow, band 37.6L over 13.9d, 112 pts)
19/02/2026 12:34:44 730.58 730.58 2.7 Valid Immediate GOOD
• Smoothing: Window [729.52, 730.58, 729.52] -> Median: 729.52
• Stability Filter: Median artifact detected. Rescued Raw Value (730.6L).
• Usage Rate: 2.7 L/d (drain-slow, band 36.7L over 13.9d, 112 pts)
19/02/2026 15:35:01 729.52 730.58 2.7 Valid Immediate GOOD
• Smoothing: Window [730.58, 729.52, 735.63] -> Median: 730.58
• Stability Filter: No change in volume.
• Usage Rate: 2.7 L/d (drain-slow, band 36.7L over 13.9d, 112 pts)
19/02/2026 18:35:16 735.63 730.58 2.7 Valid Immediate GOOD
• Smoothing: Window [729.52, 735.63, 730.58] -> Median: 730.58
• Stability Filter: No change in volume.
• Usage Rate: 2.7 L/d (drain-slow, band 36.6L over 13.9d, 112 pts)
19/02/2026 21:35:31 730.58 730.58 2.7 Valid Immediate GOOD
• Smoothing: Window [735.63, 730.58, 728.47] -> Median: 730.58
• Stability Filter: No change in volume.
• Usage Rate: 2.7 L/d (drain-slow, band 36.6L over 13.9d, 112 pts)
20/02/2026 03:38:52 728.47 730.58 2.7 Valid Immediate GOOD
• Smoothing: Window [730.58, 728.47, 730.58] -> Median: 730.58
• Stability Filter: No change in volume.
• Usage Rate: 2.7 L/d (drain-slow, band 36.6L over 13.9d, 111 pts)
20/02/2026 06:39:09 730.58 728.47 2.7 Valid Immediate GOOD
• Smoothing: Window [728.47, 730.58, 727.53] -> Median: 728.47
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 2.7 L/d (drain-slow, band 36.6L over 13.9d, 111 pts)
20/02/2026 09:39:27 727.53 728.47 2.7 Valid Immediate GOOD
• Smoothing: Window [730.58, 727.53, 726.47] -> Median: 727.53
• 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: 2.7 L/d (drain-slow, band 37.7L over 13.9d, 111 pts)
20/02/2026 12:39:44 726.47 728.47 2.8 Valid Immediate GOOD
• Smoothing: Window [727.53, 726.47, 729.52] -> Median: 727.53
• Stability Filter: Clamped minor wobble drop of 0.9L back to stable level. Future rebound returned near baseline in 0.1d after a short wobble.
• Usage Rate: 2.8 L/d (drain-slow, band 37.8L over 13.9d, 111 pts)
20/02/2026 15:39:59 729.52 728.47 2.7 Valid Immediate GOOD
• Smoothing: Window [726.47, 729.52, 728.47] -> Median: 728.47
• Stability Filter: No change in volume.
• Usage Rate: 2.7 L/d (drain-slow, band 37.7L over 13.9d, 111 pts)
20/02/2026 18:40:16 728.47 728.47 0.0 Valid Immediate GOOD
• Smoothing: Window [729.52, 728.47, 728.47] -> Median: 728.47
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 37.7L over 13.9d, 111 pts)
20/02/2026 21:40:33 728.47 728.47 0.0 Valid Immediate GOOD
• Smoothing: Window [728.47, 728.47, 727.53] -> Median: 728.47
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 37.7L over 13.9d, 111 pts)
21/02/2026 00:41:11 727.53 728.47 0.0 Valid Immediate GOOD
• Smoothing: Window [728.47, 727.53, 729.52] -> Median: 728.47
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 37.7L over 13.9d, 111 pts)
21/02/2026 03:41:49 729.52 729.52 0.0 Valid Immediate GOOD
• Smoothing: Window [727.53, 729.52, 733.63] -> Median: 729.52
• Monotonic Logic: Accepted Small Sustained Top-up Rise of 1.1L. Future confirms sustain (>5.0 days).
• Usage Rate: 0.0 L/d (flat, band 37.7L over 13.9d, 111 pts)
21/02/2026 06:42:06 733.63 729.52 0.0 Valid Immediate GOOD
• Smoothing: Window [729.52, 733.63, 724.48] -> Median: 729.52
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 37.7L over 13.9d, 111 pts)
21/02/2026 09:42:21 724.48 729.52 2.7 Valid Immediate GOOD
• Smoothing: Window [733.63, 724.48, 724.48] -> Median: 724.48
• Stability Filter: Clamped minor wobble drop of 5.0L back to stable level. Future rebound returned near baseline in 0.5d after a short wobble.
• Usage Rate: 2.7 L/d (drain-slow, band 37.7L over 13.9d, 111 pts)
21/02/2026 12:43:04 724.48 729.52 0.0 Valid Immediate GOOD
• Smoothing: Window [724.48, 724.48, 724.48] -> Median: 724.48
• Stability Filter: Clamped minor wobble drop of 5.0L back to stable level. Future rebound returned near baseline in 0.4d after a short wobble.
• Usage Rate: 0.0 L/d (flat, band 38.7L over 13.9d, 111 pts)
21/02/2026 15:43:19 724.48 729.52 2.7 Valid Immediate GOOD
• Smoothing: Window [724.48, 724.48, 726.47] -> Median: 724.48
• Stability Filter: Clamped minor wobble drop of 5.0L back to stable level. Future rebound returned near baseline in 0.3d after a short wobble.
• Usage Rate: 2.7 L/d (drain-slow, band 37.7L over 13.9d, 111 pts)
21/02/2026 18:43:36 726.47 726.47 0.0 Valid Immediate GOOD
• Smoothing: Window [724.48, 726.47, 727.53] -> Median: 726.47
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 0.0 L/d (flat, band 37.7L over 13.9d, 111 pts)
21/02/2026 21:43:53 727.53 727.53 2.7 Valid Immediate GOOD
• Smoothing: Window [726.47, 727.53, 727.53] -> Median: 727.53
• Monotonic Logic: Accepted Small Sustained Top-up Rise of 1.1L. Future confirms sustain (>5.0 days).
• Usage Rate: 2.7 L/d (drain-slow, band 37.7L over 13.9d, 111 pts)
22/02/2026 00:44:37 727.53 727.53 0.0 Valid Immediate GOOD
• Smoothing: Window [727.53, 727.53, 723.42] -> Median: 727.53
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 38.7L over 13.9d, 111 pts)
22/02/2026 03:44:54 723.42 723.42 0.0 Valid Immediate GOOD
• Smoothing: Window [727.53, 723.42, 722.36] -> Median: 723.42
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 0.0 L/d (flat, band 38.7L over 13.9d, 111 pts)
22/02/2026 06:45:30 722.36 723.42 2.8 Valid Immediate GOOD
• Smoothing: Window [723.42, 722.36, 724.48] -> Median: 723.42
• Stability Filter: No change in volume.
• Usage Rate: 2.8 L/d (drain-slow, band 38.7L over 13.9d, 111 pts)
22/02/2026 09:45:47 724.48 723.42 0.0 Valid Immediate GOOD
• Smoothing: Window [722.36, 724.48, 722.36] -> Median: 722.36
• Stability Filter: Clamped minor wobble drop of 1.1L back to stable level. Future rebound returned near baseline in 0.1d after a short wobble.
• Usage Rate: 0.0 L/d (flat, band 39.7L over 13.9d, 111 pts)
22/02/2026 12:46:02 722.36 724.48 2.8 Valid Immediate GOOD
• Smoothing: Window [724.48, 722.36, 725.41] -> Median: 724.48
• Monotonic Logic: Accepted Small Sustained Top-up Rise of 1.1L. Future confirms sustain (>5.0 days).
• Usage Rate: 2.8 L/d (drain-slow, band 38.7L over 13.9d, 111 pts)
22/02/2026 15:46:19 725.41 724.48 0.0 Valid Immediate GOOD
• Smoothing: Window [722.36, 725.41, 724.48] -> Median: 724.48
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 38.7L over 13.9d, 111 pts)
22/02/2026 18:46:38 724.48 724.48 2.8 Valid Immediate GOOD
• Smoothing: Window [725.41, 724.48, 722.36] -> Median: 724.48
• Stability Filter: No change in volume.
• Usage Rate: 2.8 L/d (drain-slow, band 38.7L over 13.9d, 111 pts)
22/02/2026 21:46:55 722.36 724.48 2.8 Valid Immediate GOOD
• Smoothing: Window [724.48, 722.36, 724.48] -> Median: 724.48
• Stability Filter: No change in volume.
• Usage Rate: 2.8 L/d (drain-slow, band 37.7L over 13.9d, 111 pts)
23/02/2026 00:47:24 724.48 722.36 2.7 Valid Immediate GOOD
• Smoothing: Window [722.36, 724.48, 722.36] -> Median: 722.36
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 2.7 L/d (drain-slow, band 37.7L over 13.9d, 111 pts)
23/02/2026 03:49:08 722.36 722.36 2.8 Valid Immediate GOOD
• Smoothing: Window [724.48, 722.36, 722.36] -> Median: 722.36
• Stability Filter: No change in volume.
• Usage Rate: 2.8 L/d (drain-slow, band 38.7L over 13.9d, 111 pts)
23/02/2026 06:49:25 722.36 722.36 0.0 Valid Immediate GOOD
• Smoothing: Window [722.36, 722.36, 721.31] -> Median: 722.36
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 39.7L over 13.9d, 111 pts)
23/02/2026 09:49:42 721.31 722.36 2.8 Valid Immediate GOOD
• Smoothing: Window [722.36, 721.31, 723.42] -> Median: 722.36
• Stability Filter: No change in volume.
• Usage Rate: 2.8 L/d (drain-slow, band 38.7L over 13.9d, 111 pts)
23/02/2026 12:50:00 723.42 722.36 2.7 Valid Immediate GOOD
• Smoothing: Window [721.31, 723.42, 720.37] -> Median: 721.31
• Stability Filter: Clamped minor wobble drop of 1.1L back to stable level. Future rebound returned near baseline in 0.1d after a short wobble.
• Usage Rate: 2.7 L/d (drain-slow, band 37.7L over 13.9d, 111 pts)
23/02/2026 15:50:17 720.37 722.36 0.0 Valid Immediate GOOD
• Smoothing: Window [723.42, 720.37, 724.48] -> Median: 723.42
• Monotonic Logic: Rejected small rise of 1.1L. Future plummeted back to baseline inside window (4.8d). Clamped to 722.4
• Usage Rate: 0.0 L/d (flat, band 37.7L over 13.9d, 111 pts)
23/02/2026 18:50:32 724.48 722.36 0.0 Valid Immediate GOOD
• Smoothing: Window [720.37, 724.48, 722.36] -> Median: 722.36
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 37.7L over 13.9d, 111 pts)
23/02/2026 21:50:49 722.36 722.36 0.0 Valid Immediate GOOD
• Smoothing: Window [724.48, 722.36, 723.42] -> Median: 723.42
• Monotonic Logic: Rejected small rise of 1.1L. Future plummeted back to baseline inside window (4.5d). Clamped to 722.4
• Usage Rate: 0.0 L/d (flat, band 37.7L over 13.9d, 111 pts)
24/02/2026 00:51:04 723.42 722.36 2.7 Valid Immediate GOOD
• Smoothing: Window [722.36, 723.42, 722.36] -> Median: 722.36
• Stability Filter: No change in volume.
• Usage Rate: 2.7 L/d (drain-slow, band 36.6L over 13.9d, 111 pts)
24/02/2026 03:51:44 722.36 722.36 2.7 Valid Immediate GOOD
• Smoothing: Window [723.42, 722.36, 721.31] -> Median: 722.36
• Stability Filter: No change in volume.
• Usage Rate: 2.7 L/d (drain-slow, band 36.7L over 13.9d, 111 pts)
24/02/2026 06:52:02 721.31 721.31 0.0 Valid Immediate GOOD
• Smoothing: Window [722.36, 721.31, 718.25] -> Median: 721.31
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 0.0 L/d (flat, band 36.7L over 13.9d, 111 pts)
24/02/2026 09:53:21 718.25 721.31 2.7 Valid Immediate GOOD
• Smoothing: Window [721.31, 718.25, 721.31] -> Median: 721.31
• Stability Filter: No change in volume.
• Usage Rate: 2.7 L/d (drain-slow, band 36.7L over 13.9d, 111 pts)
24/02/2026 12:54:19 721.31 721.31 2.7 Valid Immediate GOOD
• Smoothing: Window [718.25, 721.31, 722.36] -> Median: 721.31
• Stability Filter: No change in volume.
• Usage Rate: 2.7 L/d (drain-slow, band 36.7L over 13.9d, 111 pts)
24/02/2026 15:54:35 722.36 721.31 0.0 Valid Immediate GOOD
• Smoothing: Window [721.31, 722.36, 720.37] -> Median: 721.31
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 36.7L over 13.9d, 111 pts)
24/02/2026 18:55:29 720.37 721.31 0.0 Valid Immediate GOOD
• Smoothing: Window [722.36, 720.37, 721.31] -> Median: 721.31
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 36.7L over 13.9d, 111 pts)
24/02/2026 21:55:48 721.31 721.31 2.6 Valid Immediate GOOD
• Smoothing: Window [720.37, 721.31, 723.42] -> Median: 721.31
• Stability Filter: No change in volume.
• Usage Rate: 2.6 L/d (drain-slow, band 35.7L over 13.9d, 111 pts)
25/02/2026 00:56:42 723.42 721.31 0.0 Valid Immediate GOOD
• Smoothing: Window [721.31, 723.42, 719.31] -> Median: 721.31
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 35.7L over 13.9d, 111 pts)
25/02/2026 03:58:19 719.31 721.31 0.0 Valid Immediate GOOD
• Smoothing: Window [723.42, 719.31, 719.31] -> Median: 719.31
• Stability Filter: Clamped minor wobble drop of 2.0L back to stable level. Future rebound returned near baseline in 0.6d after a short wobble.
• Usage Rate: 0.0 L/d (flat, band 35.7L over 13.9d, 111 pts)
25/02/2026 06:59:21 719.31 721.31 2.5 Valid Immediate GOOD
• Smoothing: Window [719.31, 719.31, 718.25] -> Median: 719.31
• Stability Filter: Clamped minor wobble drop of 2.0L back to stable level. Future rebound returned near baseline in 0.5d after a short wobble.
• Usage Rate: 2.5 L/d (drain-slow, band 34.8L over 13.9d, 111 pts)
25/02/2026 10:00:12 718.25 721.31 0.0 Valid Immediate GOOD
• Smoothing: Window [719.31, 718.25, 719.31] -> Median: 719.31
• Stability Filter: Clamped minor wobble drop of 2.0L back to stable level. Future rebound returned near baseline in 0.4d after a short wobble.
• Usage Rate: 0.0 L/d (flat, band 34.8L over 13.9d, 111 pts)
25/02/2026 13:00:57 719.31 719.31 2.5 Valid Immediate GOOD
• Smoothing: Window [718.25, 719.31, 717.31] -> Median: 718.25
• Stability Filter: Median artifact detected. Rescued Raw Value (719.3L).
• Usage Rate: 2.5 L/d (drain-slow, band 34.8L over 13.9d, 111 pts)
25/02/2026 16:02:00 717.31 719.31 2.5 Valid Immediate GOOD
• Smoothing: Window [719.31, 717.31, 723.42] -> Median: 719.31
• Stability Filter: No change in volume.
• Usage Rate: 2.5 L/d (drain-slow, band 34.8L over 13.9d, 111 pts)
25/02/2026 19:02:18 723.42 719.31 0.0 Valid Immediate GOOD
• Smoothing: Window [717.31, 723.42, 721.31] -> Median: 721.31
• Monotonic Logic: Rejected small rise of 2.0L. Future plummeted back to baseline inside window (3.9d). Clamped to 719.3
• Usage Rate: 0.0 L/d (flat, band 34.8L over 13.9d, 111 pts)
25/02/2026 22:03:02 721.31 719.31 0.0 Valid Immediate GOOD
• Smoothing: Window [723.42, 721.31, 720.37] -> Median: 721.31
• Monotonic Logic: Rejected small rise of 2.0L. Future plummeted back to baseline inside window (3.8d). Clamped to 719.3
• Usage Rate: 0.0 L/d (flat, band 34.8L over 13.9d, 111 pts)
26/02/2026 01:03:21 720.37 719.31 0.0 Valid Immediate GOOD
• Smoothing: Window [721.31, 720.37, 720.37] -> Median: 720.37
• Monotonic Logic: Rejected small rise of 1.1L. Future plummeted back to baseline inside window (4.3d). Clamped to 719.3
• Usage Rate: 0.0 L/d (flat, band 34.8L over 13.9d, 111 pts)
26/02/2026 01:03:44 720.37 719.31 2.5 Valid Immediate GOOD
• Smoothing: Window [720.37, 720.37, 719.31] -> Median: 720.37
• Monotonic Logic: Rejected small rise of 1.1L. Future plummeted back to baseline inside window (4.3d). Clamped to 719.3
• Usage Rate: 2.5 L/d (drain-slow, band 34.6L over 13.9d, 112 pts)
26/02/2026 04:04:01 719.31 719.31 2.5 Valid Immediate GOOD
• Smoothing: Window [720.37, 719.31, 718.25] -> Median: 719.31
• Stability Filter: No change in volume.
• Usage Rate: 2.5 L/d (drain-slow, band 33.6L over 13.9d, 112 pts)
26/02/2026 07:04:18 718.25 718.25 2.4 Valid Immediate GOOD
• Smoothing: Window [719.31, 718.25, 716.26] -> Median: 718.25
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 2.4 L/d (drain-slow, band 33.4L over 13.9d, 112 pts)
26/02/2026 10:05:17 716.26 718.25 2.4 Valid Immediate GOOD
• Smoothing: Window [718.25, 716.26, 719.31] -> Median: 718.25
• Stability Filter: No change in volume.
• Usage Rate: 2.4 L/d (drain-slow, band 32.5L over 13.9d, 112 pts)
26/02/2026 13:05:37 719.31 717.31 2.3 Valid Immediate GOOD
• Smoothing: Window [716.26, 719.31, 717.31] -> Median: 717.31
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 2.3 L/d (drain-slow, band 31.5L over 13.9d, 112 pts)
26/02/2026 16:05:56 717.31 717.31 2.3 Valid Immediate GOOD
• Smoothing: Window [719.31, 717.31, 717.31] -> Median: 717.31
• Stability Filter: No change in volume.
• Usage Rate: 2.3 L/d (drain-slow, band 30.4L over 13.9d, 112 pts)
26/02/2026 19:06:13 717.31 717.31 2.2 Valid Immediate GOOD
• Smoothing: Window [717.31, 717.31, 715.20] -> Median: 717.31
• Stability Filter: No change in volume.
• Usage Rate: 2.2 L/d (drain-slow, band 30.5L over 13.9d, 112 pts)
26/02/2026 22:06:30 715.20 716.26 2.2 Valid Immediate GOOD
• Smoothing: Window [717.31, 715.20, 716.26] -> Median: 716.26
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 2.2 L/d (drain-slow, band 30.5L over 13.9d, 112 pts)
27/02/2026 01:06:47 716.26 716.26 2.2 Valid Immediate GOOD
• Smoothing: Window [715.20, 716.26, 715.20] -> Median: 715.20
• Stability Filter: Median artifact detected. Rescued Raw Value (716.3L).
• Usage Rate: 2.2 L/d (drain-slow, band 29.6L over 13.9d, 112 pts)
27/02/2026 04:07:05 715.20 716.26 2.1 Valid Immediate GOOD
• Smoothing: Window [716.26, 715.20, 719.31] -> Median: 716.26
• Stability Filter: No change in volume.
• Usage Rate: 2.1 L/d (drain-slow, band 29.5L over 13.9d, 112 pts)
27/02/2026 07:07:22 719.31 716.26 2.1 Valid Immediate GOOD
• Smoothing: Window [715.20, 719.31, 713.21] -> Median: 715.20
• Stability Filter: Clamped minor wobble drop of 1.1L back to stable level. Future rebound returned near baseline in 0.6d after a short wobble.
• Usage Rate: 2.1 L/d (drain-slow, band 28.5L over 13.9d, 112 pts)
27/02/2026 10:07:37 713.21 716.26 0.0 Valid Immediate GOOD
• Smoothing: Window [719.31, 713.21, 714.26] -> Median: 714.26
• Stability Filter: Clamped minor wobble drop of 2.0L back to stable level. Future rebound returned near baseline in 0.5d after a short wobble.
• Usage Rate: 0.0 L/d (flat, band 28.5L over 13.9d, 112 pts)
27/02/2026 13:07:54 714.26 716.26 0.0 Valid Immediate GOOD
• Smoothing: Window [713.21, 714.26, 714.26] -> Median: 714.26
• Stability Filter: Clamped minor wobble drop of 2.0L back to stable level. Future rebound returned near baseline in 0.4d after a short wobble.
• Usage Rate: 0.0 L/d (flat, band 29.5L over 13.9d, 112 pts)
27/02/2026 16:08:08 714.26 716.26 2.1 Valid Immediate GOOD
• Smoothing: Window [714.26, 714.26, 716.26] -> Median: 714.26
• Stability Filter: Clamped minor wobble drop of 2.0L back to stable level. Future rebound returned near baseline in 0.3d after a short wobble.
• Usage Rate: 2.1 L/d (drain-slow, band 29.5L over 13.9d, 112 pts)
27/02/2026 19:08:25 716.26 716.26 2.1 Valid Immediate GOOD
• Smoothing: Window [714.26, 716.26, 715.20] -> Median: 715.20
• Stability Filter: Median artifact detected. Rescued Raw Value (716.3L).
• Usage Rate: 2.1 L/d (drain-slow, band 28.6L over 13.9d, 112 pts)
27/02/2026 22:08:40 715.20 716.26 2.1 Valid Immediate GOOD
• Smoothing: Window [716.26, 715.20, 719.31] -> Median: 716.26
• Stability Filter: No change in volume.
• Usage Rate: 2.1 L/d (drain-slow, band 29.4L over 13.9d, 112 pts)
28/02/2026 01:08:57 719.31 715.20 2.1 Valid Immediate GOOD
• Smoothing: Window [715.20, 719.31, 714.26] -> Median: 715.20
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 2.1 L/d (drain-slow, band 28.3L over 13.9d, 112 pts)
28/02/2026 07:09:44 714.26 714.26 0.0 Valid Immediate GOOD
• Smoothing: Window [719.31, 714.26, 710.15] -> Median: 714.26
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 0.0 L/d (flat, band 27.5L over 13.9d, 111 pts)
28/02/2026 10:10:01 710.15 714.26 2.0 Valid Immediate GOOD
• Smoothing: Window [714.26, 710.15, 710.15] -> Median: 710.15
• Stability Filter: Clamped minor wobble drop of 4.1L back to stable level. Future rebound returned near baseline in 0.5d after a short wobble.
• Usage Rate: 2.0 L/d (drain-slow, band 27.5L over 13.9d, 111 pts)
28/02/2026 13:10:22 710.15 714.26 2.0 Valid Immediate GOOD
• Smoothing: Window [710.15, 710.15, 710.15] -> Median: 710.15
• Stability Filter: Clamped minor wobble drop of 4.1L back to stable level. Future rebound returned near baseline in 0.4d after a short wobble.
• Usage Rate: 2.0 L/d (drain-slow, band 27.6L over 13.9d, 111 pts)
28/02/2026 16:10:41 710.15 714.26 0.0 Valid Immediate GOOD
• Smoothing: Window [710.15, 710.15, 714.26] -> Median: 710.15
• Stability Filter: Clamped minor wobble drop of 4.1L back to stable level. Future rebound returned near baseline in 0.3d after a short wobble.
• Usage Rate: 0.0 L/d (flat, band 27.6L over 13.9d, 111 pts)
28/02/2026 19:10:58 714.26 714.26 2.0 Valid Immediate GOOD
• Smoothing: Window [710.15, 714.26, 711.21] -> Median: 711.21
• Stability Filter: Median artifact detected. Rescued Raw Value (714.3L).
• Usage Rate: 2.0 L/d (drain-slow, band 27.6L over 13.9d, 111 pts)
28/02/2026 22:11:15 711.21 714.26 0.0 Valid Immediate GOOD
• Smoothing: Window [714.26, 711.21, 714.26] -> Median: 714.26
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 28.6L over 13.9d, 111 pts)
01/03/2026 01:11:33 714.26 711.21 2.0 Valid Immediate GOOD
• Smoothing: Window [711.21, 714.26, 710.15] -> Median: 711.21
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 2.0 L/d (drain-slow, band 26.5L over 13.9d, 111 pts)
01/03/2026 07:12:05 710.15 710.15 1.9 Valid Immediate GOOD
• Smoothing: Window [714.26, 710.15, 710.15] -> Median: 710.15
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 1.9 L/d (drain-slow, band 26.6L over 13.9d, 110 pts)
01/03/2026 10:12:35 710.15 710.15 1.9 Valid Immediate GOOD
• Smoothing: Window [710.15, 710.15, 708.16] -> Median: 710.15
• Stability Filter: No change in volume.
• Usage Rate: 1.9 L/d (drain-slow, band 26.6L over 13.9d, 110 pts)
01/03/2026 13:14:04 708.16 710.15 0.0 Valid Immediate GOOD
• Smoothing: Window [710.15, 708.16, 710.15] -> Median: 710.15
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 26.5L over 13.9d, 110 pts)
01/03/2026 16:14:24 710.15 709.10 1.9 Valid Immediate GOOD
• Smoothing: Window [708.16, 710.15, 709.10] -> Median: 709.10
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 1.9 L/d (drain-slow, band 25.6L over 13.9d, 110 pts)
01/03/2026 19:14:41 709.10 709.10 1.8 Valid Immediate GOOD
• Smoothing: Window [710.15, 709.10, 708.16] -> Median: 709.10
• Stability Filter: No change in volume.
• Usage Rate: 1.8 L/d (drain-slow, band 24.5L over 13.9d, 110 pts)
01/03/2026 22:14:58 708.16 709.10 1.8 Valid Immediate GOOD
• Smoothing: Window [709.10, 708.16, 709.10] -> Median: 709.10
• Stability Filter: No change in volume.
• Usage Rate: 1.8 L/d (drain-slow, band 24.5L over 13.9d, 110 pts)
02/03/2026 01:15:13 709.10 709.10 1.9 Valid Immediate GOOD
• Smoothing: Window [708.16, 709.10, 709.10] -> Median: 709.10
• Stability Filter: No change in volume.
• Usage Rate: 1.9 L/d (drain-slow, band 25.7L over 13.9d, 110 pts)
02/03/2026 04:15:30 709.10 709.10 2.0 Valid Immediate GOOD
• Smoothing: Window [709.10, 709.10, 704.99] -> Median: 709.10
• Stability Filter: No change in volume.
• Usage Rate: 2.0 L/d (drain-slow, band 26.6L over 13.9d, 110 pts)
02/03/2026 07:15:48 704.99 708.16 0.0 Valid Immediate GOOD
• Smoothing: Window [709.10, 704.99, 708.16] -> Median: 708.16
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 0.0 L/d (flat, band 27.5L over 13.9d, 110 pts)
02/03/2026 10:16:03 708.16 708.16 1.9 Valid Immediate GOOD
• Smoothing: Window [704.99, 708.16, 708.16] -> Median: 708.16
• Stability Filter: No change in volume.
• Usage Rate: 1.9 L/d (drain-slow, band 26.6L over 13.9d, 110 pts)
02/03/2026 13:16:20 708.16 708.16 1.9 Valid Immediate GOOD
• Smoothing: Window [708.16, 708.16, 704.99] -> Median: 708.16
• Stability Filter: No change in volume.
• Usage Rate: 1.9 L/d (drain-slow, band 25.6L over 13.9d, 110 pts)
02/03/2026 16:16:52 704.99 706.04 0.0 Valid Immediate GOOD
• Smoothing: Window [708.16, 704.99, 706.04] -> Median: 706.04
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 0.0 L/d (flat, band 25.5L over 13.9d, 110 pts)
02/03/2026 19:17:23 706.04 706.04 0.0 Valid Immediate GOOD
• Smoothing: Window [704.99, 706.04, 711.21] -> Median: 706.04
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 25.5L over 13.9d, 110 pts)
02/03/2026 22:17:38 711.21 706.04 0.0 Valid Immediate GOOD
• Smoothing: Window [706.04, 711.21, 706.04] -> Median: 706.04
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 25.5L over 13.9d, 110 pts)
03/03/2026 01:17:55 706.04 707.10 1.8 Valid Immediate GOOD
• Smoothing: Window [711.21, 706.04, 707.10] -> Median: 707.10
• Monotonic Logic: Accepted Small Sustained Top-up Rise of 1.1L. Future confirms sustain (>5.0 days).
• Usage Rate: 1.8 L/d (drain-slow, band 24.6L over 13.9d, 110 pts)
03/03/2026 07:18:41 707.10 706.04 0.0 Valid Immediate GOOD
• Smoothing: Window [706.04, 707.10, 702.99] -> Median: 706.04
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 0.0 L/d (flat, band 24.5L over 13.9d, 109 pts)
03/03/2026 10:19:15 702.99 706.04 0.0 Valid Immediate GOOD
• Smoothing: Window [707.10, 702.99, 700.88] -> Median: 702.99
• Stability Filter: Clamped minor wobble drop of 3.1L back to stable level. Future rebound returned near baseline in 0.3d after a short wobble.
• Usage Rate: 0.0 L/d (flat, band 24.5L over 13.9d, 109 pts)
03/03/2026 13:19:29 700.88 706.04 0.0 Valid Immediate GOOD
• Smoothing: Window [702.99, 700.88, 706.04] -> Median: 702.99
• Stability Filter: Clamped minor wobble drop of 3.1L back to stable level. Future rebound returned near baseline in 0.1d after a short wobble.
• Usage Rate: 0.0 L/d (flat, band 23.9L over 13.9d, 109 pts)
03/03/2026 16:19:46 706.04 706.04 0.0 Valid Immediate GOOD
• Smoothing: Window [700.88, 706.04, 708.16] -> Median: 706.04
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 23.6L over 13.9d, 109 pts)
03/03/2026 19:20:01 708.16 706.04 0.0 Valid Immediate GOOD
• Smoothing: Window [706.04, 708.16, 704.99] -> Median: 706.04
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 22.6L over 13.9d, 109 pts)
03/03/2026 22:20:19 704.99 704.99 0.0 Valid Immediate GOOD
• Smoothing: Window [708.16, 704.99, 702.99] -> Median: 704.99
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 0.0 L/d (flat, band 22.4L over 13.9d, 109 pts)
04/03/2026 01:20:36 702.99 704.99 0.0 Valid Immediate GOOD
• Smoothing: Window [704.99, 702.99, 704.99] -> Median: 704.99
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 22.4L over 13.9d, 109 pts)
04/03/2026 07:21:23 704.99 704.99 1.7 Valid Immediate GOOD
• Smoothing: Window [702.99, 704.99, 702.99] -> Median: 702.99
• Stability Filter: Median artifact detected. Rescued Raw Value (705.0L).
• Usage Rate: 1.7 L/d (drain-slow, band 22.7L over 13.9d, 108 pts)
04/03/2026 10:21:42 702.99 704.05 1.7 Valid Immediate GOOD
• Smoothing: Window [704.99, 702.99, 704.05] -> Median: 704.05
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 1.7 L/d (drain-slow, band 23.8L over 13.9d, 108 pts)
04/03/2026 16:23:09 704.05 704.05 0.0 Valid Immediate GOOD
• Smoothing: Window [702.99, 704.05, 700.88] -> Median: 702.99
• Stability Filter: Median artifact detected. Rescued Raw Value (704.0L).
• Usage Rate: 0.0 L/d (flat, band 23.5L over 13.9d, 107 pts)
04/03/2026 22:24:39 700.88 704.05 2.3 Valid Immediate GOOD
• Smoothing: Window [704.05, 700.88, 704.05] -> Median: 704.05
• Stability Filter: No change in volume.
• Usage Rate: 2.3 L/d (drain-step, band 23.5L over 13.9d, 106 pts)
05/03/2026 01:25:48 704.05 704.05 1.8 Valid Immediate GOOD
• Smoothing: Window [700.88, 704.05, 702.99] -> Median: 702.99
• Stability Filter: Median artifact detected. Rescued Raw Value (704.0L).
• Usage Rate: 1.8 L/d (drain-slow, band 23.5L over 13.9d, 106 pts)
05/03/2026 04:26:30 702.99 704.05 0.0 Valid Immediate GOOD
• Smoothing: Window [704.05, 702.99, 704.05] -> Median: 704.05
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 23.5L over 13.9d, 106 pts)
05/03/2026 07:27:03 704.05 704.05 0.0 Valid Immediate GOOD
• Smoothing: Window [702.99, 704.05, 704.05] -> Median: 704.05
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 23.5L over 13.9d, 106 pts)
05/03/2026 10:27:20 704.05 704.05 1.7 Valid Immediate GOOD
• Smoothing: Window [704.05, 704.05, 704.99] -> Median: 704.05
• Stability Filter: No change in volume.
• Usage Rate: 1.7 L/d (drain-slow, band 23.0L over 13.9d, 106 pts)
05/03/2026 13:27:36 704.99 704.05 0.0 Valid Immediate GOOD
• Smoothing: Window [704.05, 704.99, 699.70] -> Median: 704.05
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 22.5L over 13.9d, 106 pts)
05/03/2026 16:27:51 699.70 700.88 1.7 Valid Immediate GOOD
• Smoothing: Window [704.99, 699.70, 700.88] -> Median: 700.88
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 1.7 L/d (drain-slow, band 23.0L over 13.9d, 106 pts)
05/03/2026 19:28:08 700.88 700.88 0.0 Valid Immediate GOOD
• Smoothing: Window [699.70, 700.88, 697.59] -> Median: 699.70
• Stability Filter: Median artifact detected. Rescued Raw Value (700.9L).
• Usage Rate: 0.0 L/d (flat, band 23.5L over 13.9d, 106 pts)
05/03/2026 22:28:23 697.59 700.88 1.7 Valid Immediate GOOD
• Smoothing: Window [700.88, 697.59, 699.70] -> Median: 699.70
• Stability Filter: Clamped minor wobble drop of 1.2L back to stable level. Future rebound returned near baseline in 0.9d after a short wobble.
• Usage Rate: 1.7 L/d (drain-slow, band 23.0L over 13.8d, 106 pts)
06/03/2026 01:28:41 699.70 700.88 1.7 Valid Immediate GOOD
• Smoothing: Window [697.59, 699.70, 701.93] -> Median: 699.70
• Stability Filter: Clamped minor wobble drop of 1.2L back to stable level. Future rebound returned near baseline in 0.8d after a short wobble.
• Usage Rate: 1.7 L/d (drain-slow, band 22.8L over 13.9d, 107 pts)
06/03/2026 04:28:56 701.93 701.93 1.7 Valid Immediate GOOD
• Smoothing: Window [699.70, 701.93, 699.70] -> Median: 699.70
• Stability Filter: Median artifact detected. Rescued Raw Value (701.9L).
• Usage Rate: 1.7 L/d (drain-slow, band 22.8L over 13.9d, 107 pts)
06/03/2026 07:29:12 699.70 701.93 1.7 Valid Immediate GOOD
• Smoothing: Window [701.93, 699.70, 696.53] -> Median: 699.70
• Stability Filter: Clamped minor wobble drop of 2.2L back to stable level. Future rebound returned near baseline in 0.5d after a short wobble.
• Usage Rate: 1.7 L/d (drain-slow, band 22.8L over 13.9d, 107 pts)
06/03/2026 10:29:27 696.53 701.93 1.6 Valid Immediate GOOD
• Smoothing: Window [699.70, 696.53, 694.30] -> Median: 696.53
• Stability Filter: Clamped minor wobble drop of 5.4L back to stable level. Future rebound returned near baseline in 0.4d after a short wobble.
• Usage Rate: 1.6 L/d (drain-slow, band 21.9L over 13.9d, 107 pts)
06/03/2026 13:29:44 694.30 701.93 0.0 Valid Immediate FAIR
• Smoothing: Window [696.53, 694.30, 700.88] -> Median: 696.53
• Stability Filter: Clamped minor wobble drop of 5.4L back to stable level. Future rebound returned near baseline in 0.3d after a short wobble.
• Usage Rate: 0.0 L/d (flat, band 21.5L over 13.9d, 107 pts)
06/03/2026 16:30:01 700.88 700.88 0.0 Valid Immediate GOOD
• Smoothing: Window [694.30, 700.88, 696.53] -> Median: 696.53
• Stability Filter: Median artifact detected. Rescued Raw Value (700.9L).
• Usage Rate: 0.0 L/d (flat, band 21.9L over 13.9d, 107 pts)
06/03/2026 19:30:18 696.53 700.88 0.0 Valid Immediate GOOD
• Smoothing: Window [700.88, 696.53, 701.93] -> Median: 700.88
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 23.0L over 13.9d, 107 pts)
06/03/2026 22:30:35 701.93 701.93 0.0 Valid Immediate GOOD
• Smoothing: Window [696.53, 701.93, 697.59] -> Median: 697.59
• Stability Filter: Median artifact detected. Rescued Raw Value (701.9L).
• Usage Rate: 0.0 L/d (flat, band 23.0L over 13.9d, 107 pts)
07/03/2026 01:30:50 697.59 699.70 0.0 Valid Immediate GOOD
• Smoothing: Window [701.93, 697.59, 699.70] -> Median: 699.70
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 0.0 L/d (flat, band 23.6L over 13.9d, 107 pts)
07/03/2026 04:31:07 699.70 697.59 0.0 Valid Immediate GOOD
• Smoothing: Window [697.59, 699.70, 697.59] -> Median: 697.59
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 0.0 L/d (flat, band 23.6L over 13.9d, 107 pts)
07/03/2026 07:31:22 697.59 697.59 1.7 Valid Immediate GOOD
• Smoothing: Window [699.70, 697.59, 690.08] -> Median: 697.59
• Stability Filter: No change in volume.
• Usage Rate: 1.7 L/d (drain-slow, band 23.0L over 13.9d, 107 pts)
07/03/2026 10:31:47 690.08 697.59 1.7 Valid Immediate FAIR
• Smoothing: Window [697.59, 690.08, 696.53] -> Median: 696.53
• Stability Filter: Clamped minor wobble drop of 1.1L back to stable level. Future rebound returned near baseline in 0.4d after a short wobble.
• Usage Rate: 1.7 L/d (drain-slow, band 23.0L over 13.9d, 107 pts)
07/03/2026 13:32:02 696.53 697.59 0.0 Valid Immediate GOOD
• Smoothing: Window [690.08, 696.53, 699.70] -> Median: 696.53
• Stability Filter: Clamped minor wobble drop of 1.1L back to stable level. Future rebound returned near baseline in 0.3d after a short wobble.
• Usage Rate: 0.0 L/d (flat, band 23.7L over 13.9d, 107 pts)
07/03/2026 16:32:19 699.70 697.59 0.0 Valid Immediate GOOD
• Smoothing: Window [696.53, 699.70, 696.53] -> Median: 696.53
• Stability Filter: Clamped minor wobble drop of 1.1L back to stable level. Future rebound returned near baseline in 0.1d after a short wobble.
• Usage Rate: 0.0 L/d (flat, band 23.7L over 13.9d, 107 pts)
07/03/2026 19:32:33 696.53 697.59 0.0 Valid Immediate GOOD
• Smoothing: Window [699.70, 696.53, 697.59] -> Median: 697.59
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 23.7L over 13.9d, 107 pts)
07/03/2026 22:32:50 697.59 697.59 0.0 Valid Immediate GOOD
• Smoothing: Window [696.53, 697.59, 696.53] -> Median: 696.53
• Stability Filter: Median artifact detected. Rescued Raw Value (697.6L).
• Usage Rate: 0.0 L/d (flat, band 23.1L over 13.9d, 107 pts)
08/03/2026 01:33:08 696.53 697.59 1.8 Valid Immediate GOOD
• Smoothing: Window [697.59, 696.53, 698.65] -> Median: 697.59
• Stability Filter: No change in volume.
• Usage Rate: 1.8 L/d (drain-slow, band 23.5L over 13.9d, 107 pts)
08/03/2026 04:33:27 698.65 696.53 1.8 Valid Immediate GOOD
• Smoothing: Window [696.53, 698.65, 696.53] -> Median: 696.53
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 1.8 L/d (drain-slow, band 24.1L over 13.9d, 107 pts)
08/03/2026 07:33:44 696.53 696.53 0.0 Valid Immediate GOOD
• Smoothing: Window [698.65, 696.53, 686.79] -> Median: 696.53
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 24.8L over 13.9d, 107 pts)
08/03/2026 10:34:38 686.79 693.25 0.0 Valid Immediate GOOD
• Smoothing: Window [696.53, 686.79, 693.25] -> Median: 693.25
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 0.0 L/d (flat, band 24.8L over 13.9d, 107 pts)
08/03/2026 13:34:53 693.25 692.19 0.0 Valid Immediate GOOD
• Smoothing: Window [686.79, 693.25, 692.19] -> Median: 692.19
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 0.0 L/d (flat, band 24.8L over 13.9d, 107 pts)
08/03/2026 16:35:10 692.19 692.19 1.9 Valid Immediate GOOD
• Smoothing: Window [693.25, 692.19, 691.13] -> Median: 692.19
• Stability Filter: No change in volume.
• Usage Rate: 1.9 L/d (drain-slow, band 25.2L over 13.9d, 107 pts)
08/03/2026 19:35:25 691.13 692.19 0.0 Valid Immediate GOOD
• Smoothing: Window [692.19, 691.13, 692.19] -> Median: 692.19
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 25.8L over 13.9d, 107 pts)
08/03/2026 22:35:42 692.19 692.19 0.0 Valid Immediate GOOD
• Smoothing: Window [691.13, 692.19, 695.48] -> Median: 692.19
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 25.2L over 13.9d, 107 pts)
09/03/2026 01:35:57 695.48 692.19 0.0 Valid Immediate GOOD
• Smoothing: Window [692.19, 695.48, 692.19] -> Median: 692.19
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 24.8L over 13.9d, 107 pts)
09/03/2026 04:36:14 692.19 692.19 0.0 Valid Immediate GOOD
• Smoothing: Window [695.48, 692.19, 690.08] -> Median: 692.19
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 24.8L over 13.9d, 107 pts)
09/03/2026 07:36:29 690.08 690.08 0.0 Valid Immediate GOOD
• Smoothing: Window [692.19, 690.08, 688.90] -> Median: 690.08
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 0.0 L/d (flat, band 24.8L over 13.9d, 107 pts)
09/03/2026 10:36:47 688.90 690.08 0.0 Valid Immediate GOOD
• Smoothing: Window [690.08, 688.90, 688.90] -> Median: 688.90
• Stability Filter: Clamped minor wobble drop of 1.2L back to stable level. Future rebound returned near baseline in 0.4d after a short wobble.
• Usage Rate: 0.0 L/d (flat, band 25.2L over 13.9d, 107 pts)
09/03/2026 13:37:04 688.90 690.08 1.9 Valid Immediate GOOD
• Smoothing: Window [688.90, 688.90, 694.30] -> Median: 688.90
• Stability Filter: Clamped minor wobble drop of 1.2L back to stable level. Future rebound returned near baseline in 0.3d after a short wobble.
• Usage Rate: 1.9 L/d (drain-slow, band 25.7L over 13.9d, 107 pts)
09/03/2026 16:37:21 694.30 690.08 1.9 Valid Immediate GOOD
• Smoothing: Window [688.90, 694.30, 687.85] -> Median: 688.90
• Stability Filter: Clamped minor wobble drop of 1.2L back to stable level. Future rebound returned near baseline in 0.1d after a short wobble.
• Usage Rate: 1.9 L/d (drain-slow, band 26.4L over 13.9d, 107 pts)
09/03/2026 19:37:36 687.85 690.08 1.9 Valid Immediate GOOD
• Smoothing: Window [694.30, 687.85, 691.13] -> Median: 691.13
• Monotonic Logic: Rejected small rise of 1.1L. Future plummeted back to baseline inside window (3.5d). Clamped to 690.1
• Usage Rate: 1.9 L/d (drain-slow, band 26.5L over 13.9d, 107 pts)
09/03/2026 22:37:55 691.13 691.13 2.0 Valid Immediate GOOD
• Smoothing: Window [687.85, 691.13, 688.90] -> Median: 688.90
• Stability Filter: Median artifact detected. Rescued Raw Value (691.1L).
• Usage Rate: 2.0 L/d (drain-slow, band 27.5L over 13.9d, 107 pts)
10/03/2026 01:38:10 688.90 690.08 2.0 Valid Immediate GOOD
• Smoothing: Window [691.13, 688.90, 690.08] -> Median: 690.08
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 2.0 L/d (drain-slow, band 27.5L over 13.9d, 107 pts)
10/03/2026 04:38:27 690.08 690.08 0.0 Valid Immediate GOOD
• Smoothing: Window [688.90, 690.08, 691.13] -> Median: 690.08
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 27.1L over 13.9d, 107 pts)
10/03/2026 07:38:59 691.13 690.08 0.0 Valid Immediate GOOD
• Smoothing: Window [690.08, 691.13, 686.79] -> Median: 690.08
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 27.5L over 13.9d, 107 pts)
10/03/2026 10:39:14 686.79 690.08 0.0 Valid Immediate GOOD
• Smoothing: Window [691.13, 686.79, 686.79] -> Median: 686.79
• Stability Filter: Clamped minor wobble drop of 3.3L back to stable level. Future rebound returned near baseline in 0.3d after a short wobble.
• Usage Rate: 0.0 L/d (flat, band 28.2L over 13.9d, 107 pts)
10/03/2026 13:39:44 686.79 690.08 0.0 Valid Immediate GOOD
• Smoothing: Window [686.79, 686.79, 688.90] -> Median: 686.79
• Stability Filter: Clamped minor wobble drop of 3.3L back to stable level. Future rebound returned near baseline in 0.1d after a short wobble.
• Usage Rate: 0.0 L/d (flat, band 28.2L over 13.9d, 107 pts)
10/03/2026 16:39:58 688.90 688.90 0.0 Valid Immediate GOOD
• Smoothing: Window [686.79, 688.90, 690.08] -> Median: 688.90
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 0.0 L/d (flat, band 28.6L over 13.9d, 107 pts)
10/03/2026 19:40:15 690.08 688.90 0.0 Valid Immediate GOOD
• Smoothing: Window [688.90, 690.08, 685.73] -> Median: 688.90
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 29.2L over 13.9d, 107 pts)
10/03/2026 22:40:47 685.73 688.90 0.0 Valid Immediate GOOD
• Smoothing: Window [690.08, 685.73, 688.90] -> Median: 688.90
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 29.2L over 13.9d, 107 pts)
11/03/2026 01:41:01 688.90 688.90 0.0 Valid Immediate GOOD
• Smoothing: Window [685.73, 688.90, 690.08] -> Median: 688.90
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 28.6L over 13.9d, 107 pts)
11/03/2026 04:41:18 690.08 688.90 0.0 Valid Immediate GOOD
• Smoothing: Window [688.90, 690.08, 684.68] -> Median: 688.90
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 28.2L over 13.9d, 107 pts)
11/03/2026 07:41:50 684.68 685.73 0.0 Valid Immediate GOOD
• Smoothing: Window [690.08, 684.68, 685.73] -> Median: 685.73
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 0.0 L/d (flat, band 28.1L over 13.9d, 107 pts)
11/03/2026 10:42:07 685.73 685.73 0.0 Valid Immediate GOOD
• Smoothing: Window [684.68, 685.73, 686.79] -> Median: 685.73
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 28.4L over 13.9d, 107 pts)
11/03/2026 13:42:24 686.79 685.73 0.0 Valid Immediate GOOD
• Smoothing: Window [685.73, 686.79, 684.68] -> Median: 685.73
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 28.4L over 13.9d, 107 pts)
11/03/2026 16:42:41 684.68 685.73 2.0 Valid Immediate GOOD
• Smoothing: Window [686.79, 684.68, 682.45] -> Median: 684.68
• Stability Filter: Clamped minor wobble drop of 1.1L back to stable level. Future rebound returned near baseline in 0.4d after a short wobble.
• Usage Rate: 2.0 L/d (drain-slow, band 27.8L over 13.9d, 107 pts)
11/03/2026 19:42:56 682.45 685.73 0.0 Valid Immediate GOOD
• Smoothing: Window [684.68, 682.45, 687.85] -> Median: 684.68
• Stability Filter: Clamped minor wobble drop of 1.1L back to stable level. Future rebound returned near baseline in 0.3d after a short wobble.
• Usage Rate: 0.0 L/d (flat, band 27.4L over 13.9d, 107 pts)
11/03/2026 22:43:13 687.85 685.73 0.0 Valid Immediate GOOD
• Smoothing: Window [682.45, 687.85, 684.68] -> Median: 684.68
• Stability Filter: Clamped minor wobble drop of 1.1L back to stable level. Future rebound returned near baseline in 0.1d after a short wobble.
• Usage Rate: 0.0 L/d (flat, band 27.8L over 13.9d, 107 pts)
12/03/2026 01:43:28 684.68 685.73 0.0 Valid Immediate GOOD
• Smoothing: Window [687.85, 684.68, 686.79] -> Median: 686.79
• Monotonic Logic: Rejected small rise of 1.1L. Future plummeted back to baseline inside window (3.4d). Clamped to 685.7
• Usage Rate: 0.0 L/d (flat, band 27.4L over 13.9d, 106 pts)
12/03/2026 04:45:11 686.79 685.73 0.0 Valid Immediate GOOD
• Smoothing: Window [684.68, 686.79, 687.85] -> Median: 686.79
• Monotonic Logic: Rejected small rise of 1.1L. Future plummeted back to baseline inside window (3.3d). Clamped to 685.7
• Usage Rate: 0.0 L/d (flat, band 27.9L over 13.9d, 106 pts)
12/03/2026 07:45:28 687.85 685.73 0.0 Valid Immediate GOOD
• Smoothing: Window [686.79, 687.85, 683.50] -> Median: 686.79
• Monotonic Logic: Rejected small rise of 1.1L. Future plummeted back to baseline inside window (3.1d). Clamped to 685.7
• Usage Rate: 0.0 L/d (flat, band 27.4L over 13.9d, 106 pts)
12/03/2026 10:45:43 683.50 685.73 0.0 Valid Immediate GOOD
• Smoothing: Window [687.85, 683.50, 682.45] -> Median: 683.50
• Stability Filter: Clamped minor wobble drop of 2.2L back to stable level. Future rebound returned near baseline in 0.4d after a short wobble.
• Usage Rate: 0.0 L/d (flat, band 27.5L over 13.9d, 106 pts)
12/03/2026 13:46:02 682.45 685.73 0.0 Valid Immediate GOOD
• Smoothing: Window [683.50, 682.45, 685.73] -> Median: 683.50
• Stability Filter: Clamped minor wobble drop of 2.2L back to stable level. Future rebound returned near baseline in 0.3d after a short wobble.
• Usage Rate: 0.0 L/d (flat, band 27.5L over 13.9d, 106 pts)
12/03/2026 16:46:33 685.73 685.73 0.0 Valid Immediate GOOD
• Smoothing: Window [682.45, 685.73, 682.45] -> Median: 682.45
• Stability Filter: Median artifact detected. Rescued Raw Value (685.7L).
• Usage Rate: 0.0 L/d (flat, band 27.5L over 13.9d, 106 pts)
12/03/2026 19:46:51 682.45 684.68 0.0 Valid Immediate GOOD
• Smoothing: Window [685.73, 682.45, 684.68] -> Median: 684.68
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 0.0 L/d (flat, band 27.5L over 13.9d, 106 pts)
12/03/2026 22:47:08 684.68 684.68 2.1 Valid Immediate GOOD
• Smoothing: Window [682.45, 684.68, 680.33] -> Median: 682.45
• Stability Filter: Median artifact detected. Rescued Raw Value (684.7L).
• Usage Rate: 2.1 L/d (drain-slow, band 27.5L over 13.9d, 106 pts)
13/03/2026 01:47:23 680.33 684.68 2.0 Valid Immediate GOOD
• Smoothing: Window [684.68, 680.33, 685.73] -> Median: 684.68
• Stability Filter: No change in volume.
• Usage Rate: 2.0 L/d (drain-slow, band 26.5L over 13.9d, 106 pts)
13/03/2026 04:47:40 685.73 680.33 0.0 Valid Immediate GOOD
• Smoothing: Window [680.33, 685.73, 679.28] -> Median: 680.33
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 0.0 L/d (flat, band 25.5L over 13.9d, 106 pts)
13/03/2026 07:48:33 679.28 679.28 0.0 Valid Immediate GOOD
• Smoothing: Window [685.73, 679.28, 679.28] -> Median: 679.28
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 0.0 L/d (flat, band 24.9L over 13.9d, 106 pts)
13/03/2026 07:48:44 679.28 679.28 1.8 Valid Immediate GOOD
• Smoothing: Window [679.28, 679.28, 679.28] -> Median: 679.28
• Stability Filter: No change in volume.
• Usage Rate: 1.8 L/d (drain-slow, band 25.3L over 13.9d, 107 pts)
13/03/2026 07:48:55 679.28 679.28 0.0 Valid Immediate GOOD
• Smoothing: Window [679.28, 679.28, 677.05] -> Median: 679.28
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 25.8L over 13.9d, 108 pts)
13/03/2026 10:49:22 677.05 679.28 0.0 Valid Immediate GOOD
• Smoothing: Window [679.28, 677.05, 678.10] -> Median: 678.10
• Stability Filter: Clamped minor wobble drop of 1.2L back to stable level. Future rebound returned near baseline in 0.3d after a short wobble.
• Usage Rate: 0.0 L/d (flat, band 25.5L over 13.9d, 108 pts)
13/03/2026 13:49:40 678.10 679.28 0.0 Valid Immediate GOOD
• Smoothing: Window [677.05, 678.10, 680.33] -> Median: 678.10
• Stability Filter: Clamped minor wobble drop of 1.2L back to stable level. Future rebound returned near baseline in 0.1d after a short wobble.
• Usage Rate: 0.0 L/d (flat, band 25.5L over 13.9d, 108 pts)
13/03/2026 16:49:55 680.33 679.28 1.9 Valid Immediate GOOD
• Smoothing: Window [678.10, 680.33, 679.28] -> Median: 679.28
• Stability Filter: No change in volume.
• Usage Rate: 1.9 L/d (drain-slow, band 25.8L over 13.9d, 108 pts)
13/03/2026 19:50:12 679.28 679.28 2.0 Valid Immediate GOOD
• Smoothing: Window [680.33, 679.28, 679.28] -> Median: 679.28
• Stability Filter: No change in volume.
• Usage Rate: 2.0 L/d (drain-slow, band 27.0L over 13.9d, 108 pts)
13/03/2026 22:50:27 679.28 679.28 0.0 Valid Immediate GOOD
• Smoothing: Window [679.28, 679.28, 680.33] -> Median: 679.28
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 27.7L over 13.9d, 108 pts)
14/03/2026 01:50:44 680.33 679.28 2.0 Valid Immediate GOOD
• Smoothing: Window [679.28, 680.33, 678.10] -> Median: 679.28
• Stability Filter: No change in volume.
• Usage Rate: 2.0 L/d (drain-slow, band 27.0L over 13.8d, 108 pts)
14/03/2026 04:51:01 678.10 678.10 2.0 Valid Immediate GOOD
• Smoothing: Window [680.33, 678.10, 677.05] -> Median: 678.10
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 2.0 L/d (drain-slow, band 27.3L over 13.9d, 109 pts)
14/03/2026 07:51:19 677.05 678.10 0.0 Valid Immediate GOOD
• Smoothing: Window [678.10, 677.05, 678.10] -> Median: 678.10
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 28.8L over 13.9d, 109 pts)
14/03/2026 10:51:33 678.10 678.10 0.0 Valid Immediate GOOD
• Smoothing: Window [677.05, 678.10, 675.99] -> Median: 677.05
• Stability Filter: Median artifact detected. Rescued Raw Value (678.1L).
• Usage Rate: 0.0 L/d (flat, band 28.8L over 13.9d, 109 pts)
14/03/2026 13:52:05 675.99 678.10 2.1 Valid Immediate GOOD
• Smoothing: Window [678.10, 675.99, 677.05] -> Median: 677.05
• Stability Filter: Clamped minor wobble drop of 1.1L back to stable level. Future rebound returned near baseline in 0.4d after a short wobble.
• Usage Rate: 2.1 L/d (drain-slow, band 28.2L over 13.9d, 109 pts)
14/03/2026 16:52:22 677.05 677.05 0.0 Valid Immediate GOOD
• Smoothing: Window [675.99, 677.05, 675.99] -> Median: 675.99
• Stability Filter: Median artifact detected. Rescued Raw Value (677.0L).
• Usage Rate: 0.0 L/d (flat, band 28.9L over 13.9d, 109 pts)
14/03/2026 19:52:37 675.99 677.05 0.0 Valid Immediate GOOD
• Smoothing: Window [677.05, 675.99, 678.10] -> Median: 677.05
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 28.9L over 13.9d, 109 pts)
14/03/2026 22:52:54 678.10 677.05 0.0 Valid Immediate GOOD
• Smoothing: Window [675.99, 678.10, 678.10] -> Median: 678.10
• Monotonic Logic: Rejected small rise of 1.1L. Future plummeted back to baseline inside window (4.4d). Clamped to 677.0
• Usage Rate: 0.0 L/d (flat, band 28.9L over 13.9d, 109 pts)
15/03/2026 01:53:23 678.10 677.05 0.0 Valid Immediate GOOD
• Smoothing: Window [678.10, 678.10, 678.10] -> Median: 678.10
• Monotonic Logic: Rejected small rise of 1.1L. Future plummeted back to baseline inside window (4.3d). Clamped to 677.0
• Usage Rate: 0.0 L/d (flat, band 28.9L over 13.8d, 109 pts)
15/03/2026 04:53:38 678.10 677.05 2.1 Valid Immediate GOOD
• Smoothing: Window [678.10, 678.10, 674.93] -> Median: 678.10
• Monotonic Logic: Rejected small rise of 1.1L. Future plummeted back to baseline inside window (4.1d). Clamped to 677.0
• Usage Rate: 2.1 L/d (drain-slow, band 29.0L over 13.9d, 110 pts)
15/03/2026 07:53:55 674.93 675.99 2.1 Valid Immediate GOOD
• Smoothing: Window [678.10, 674.93, 675.99] -> Median: 675.99
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 2.1 L/d (drain-slow, band 29.1L over 13.9d, 110 pts)
15/03/2026 10:54:09 675.99 674.93 2.0 Valid Immediate GOOD
• Smoothing: Window [674.93, 675.99, 673.88] -> Median: 674.93
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 2.0 L/d (drain-slow, band 28.0L over 13.9d, 110 pts)
15/03/2026 13:54:32 673.88 674.93 0.0 Valid Immediate GOOD
• Smoothing: Window [675.99, 673.88, 674.93] -> Median: 674.93
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 27.9L over 13.9d, 110 pts)
15/03/2026 19:56:21 674.93 674.93 2.0 Valid Immediate GOOD
• Smoothing: Window [673.88, 674.93, 673.88] -> Median: 673.88
• Stability Filter: Median artifact detected. Rescued Raw Value (674.9L).
• Usage Rate: 2.0 L/d (drain-slow, band 27.1L over 13.9d, 109 pts)
15/03/2026 22:56:36 673.88 674.93 0.0 Valid Immediate GOOD
• Smoothing: Window [674.93, 673.88, 674.93] -> Median: 674.93
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 26.9L over 13.9d, 109 pts)
16/03/2026 01:56:53 674.93 673.88 2.0 Valid Immediate GOOD
• Smoothing: Window [673.88, 674.93, 672.70] -> Median: 673.88
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 2.0 L/d (drain-slow, band 27.1L over 13.9d, 109 pts)
16/03/2026 04:57:08 672.70 672.70 0.0 Valid Immediate GOOD
• Smoothing: Window [674.93, 672.70, 671.65] -> Median: 672.70
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 0.0 L/d (flat, band 27.9L over 13.9d, 109 pts)
16/03/2026 07:57:25 671.65 672.70 0.0 Valid Immediate GOOD
• Smoothing: Window [672.70, 671.65, 672.70] -> Median: 672.70
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 27.9L over 13.9d, 109 pts)
16/03/2026 10:57:39 672.70 672.70 2.0 Valid Immediate GOOD
• Smoothing: Window [671.65, 672.70, 670.59] -> Median: 671.65
• Stability Filter: Median artifact detected. Rescued Raw Value (672.7L).
• Usage Rate: 2.0 L/d (drain-slow, band 27.4L over 13.9d, 109 pts)
16/03/2026 13:58:17 670.59 672.70 0.0 Valid Immediate GOOD
• Smoothing: Window [672.70, 670.59, 672.70] -> Median: 672.70
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 28.1L over 13.9d, 109 pts)
16/03/2026 16:58:46 672.70 672.70 0.0 Valid Immediate GOOD
• Smoothing: Window [670.59, 672.70, 672.70] -> Median: 672.70
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 28.1L over 13.9d, 109 pts)
16/03/2026 19:59:01 672.70 672.70 2.1 Valid Immediate GOOD
• Smoothing: Window [672.70, 672.70, 672.70] -> Median: 672.70
• Stability Filter: No change in volume.
• Usage Rate: 2.1 L/d (drain-slow, band 28.3L over 13.9d, 109 pts)
16/03/2026 22:59:18 672.70 672.70 2.1 Valid Immediate GOOD
• Smoothing: Window [672.70, 672.70, 671.65] -> Median: 672.70
• Stability Filter: No change in volume.
• Usage Rate: 2.1 L/d (drain-slow, band 28.3L over 13.9d, 109 pts)
17/03/2026 01:59:33 671.65 671.65 0.0 Valid Immediate GOOD
• Smoothing: Window [672.70, 671.65, 670.59] -> Median: 671.65
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 0.0 L/d (flat, band 28.1L over 13.8d, 109 pts)
17/03/2026 04:59:50 670.59 671.65 2.1 Valid Immediate GOOD
• Smoothing: Window [671.65, 670.59, 671.65] -> Median: 671.65
• Stability Filter: No change in volume.
• Usage Rate: 2.1 L/d (drain-slow, band 28.2L over 13.9d, 110 pts)
17/03/2026 08:00:08 671.65 670.59 0.0 Valid Immediate GOOD
• Smoothing: Window [670.59, 671.65, 669.53] -> Median: 670.59
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 0.0 L/d (flat, band 29.1L over 13.9d, 110 pts)
17/03/2026 11:00:24 669.53 670.59 2.1 Valid Immediate GOOD
• Smoothing: Window [671.65, 669.53, 668.48] -> Median: 669.53
• Stability Filter: Clamped minor wobble drop of 1.1L back to stable level. Future rebound returned near baseline in 0.3d after a short wobble.
• Usage Rate: 2.1 L/d (drain-slow, band 29.2L over 13.9d, 110 pts)
17/03/2026 14:00:40 668.48 670.59 0.0 Valid Immediate GOOD
• Smoothing: Window [669.53, 668.48, 670.59] -> Median: 669.53
• Stability Filter: Clamped minor wobble drop of 1.1L back to stable level. Future rebound returned near baseline in 0.1d after a short wobble.
• Usage Rate: 0.0 L/d (flat, band 30.3L over 13.9d, 110 pts)
17/03/2026 17:00:58 670.59 670.59 2.1 Valid Immediate GOOD
• Smoothing: Window [668.48, 670.59, 671.65] -> Median: 670.59
• Stability Filter: No change in volume.
• Usage Rate: 2.1 L/d (drain-slow, band 29.3L over 13.9d, 110 pts)
17/03/2026 20:01:18 671.65 670.59 0.0 Valid Immediate GOOD
• Smoothing: Window [670.59, 671.65, 668.48] -> Median: 670.59
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 29.2L over 13.9d, 110 pts)
17/03/2026 23:01:35 668.48 670.59 2.1 Valid Immediate GOOD
• Smoothing: Window [671.65, 668.48, 668.48] -> Median: 668.48
• Stability Filter: Clamped minor wobble drop of 2.1L back to stable level. Future rebound returned near baseline in 0.3d after a short wobble.
• Usage Rate: 2.1 L/d (drain-slow, band 28.3L over 13.9d, 110 pts)
18/03/2026 02:01:52 668.48 670.59 2.1 Valid Immediate GOOD
• Smoothing: Window [668.48, 668.48, 669.53] -> Median: 668.48
• Stability Filter: Clamped minor wobble drop of 2.1L back to stable level. Future rebound returned near baseline in 0.1d after a short wobble.
• Usage Rate: 2.1 L/d (drain-slow, band 28.3L over 13.8d, 110 pts)
18/03/2026 05:02:07 669.53 669.53 0.0 Valid Immediate GOOD
• Smoothing: Window [668.48, 669.53, 669.53] -> Median: 669.53
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 0.0 L/d (flat, band 29.2L over 13.9d, 111 pts)
18/03/2026 08:02:24 669.53 669.53 0.0 Valid Immediate GOOD
• Smoothing: Window [669.53, 669.53, 666.25] -> Median: 669.53
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 29.2L over 13.9d, 111 pts)
18/03/2026 11:02:39 666.25 669.53 2.1 Valid Immediate GOOD
• Smoothing: Window [669.53, 666.25, 667.30] -> Median: 667.30
• Stability Filter: Clamped minor wobble drop of 2.2L back to stable level. Future rebound returned near baseline in 0.4d after a short wobble.
• Usage Rate: 2.1 L/d (drain-slow, band 28.1L over 13.8d, 111 pts)
18/03/2026 14:03:25 667.30 669.53 2.1 Valid Immediate GOOD
• Smoothing: Window [666.25, 667.30, 669.53] -> Median: 667.30
• Stability Filter: Clamped minor wobble drop of 2.2L back to stable level. Future rebound returned near baseline in 0.3d after a short wobble.
• Usage Rate: 2.1 L/d (drain-slow, band 28.1L over 13.9d, 112 pts)
18/03/2026 17:03:39 669.53 669.53 2.1 Valid Immediate GOOD
• Smoothing: Window [667.30, 669.53, 667.30] -> Median: 667.30
• Stability Filter: Median artifact detected. Rescued Raw Value (669.5L).
• Usage Rate: 2.1 L/d (drain-slow, band 29.0L over 13.8d, 112 pts)
18/03/2026 20:03:56 667.30 669.53 0.0 Valid Immediate GOOD
• Smoothing: Window [669.53, 667.30, 671.65] -> Median: 669.53
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 29.1L over 13.9d, 113 pts)
18/03/2026 23:04:11 671.65 667.30 0.0 Valid Immediate GOOD
• Smoothing: Window [667.30, 671.65, 667.30] -> Median: 667.30
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 0.0 L/d (flat, band 29.1L over 13.9d, 113 pts)
19/03/2026 05:04:46 667.30 667.30 2.1 Valid Immediate GOOD
• Smoothing: Window [671.65, 667.30, 666.25] -> Median: 667.30
• Stability Filter: No change in volume.
• Usage Rate: 2.1 L/d (drain-slow, band 29.0L over 13.9d, 112 pts)
19/03/2026 08:05:03 666.25 666.25 2.1 Valid Immediate GOOD
• Smoothing: Window [667.30, 666.25, 666.25] -> Median: 666.25
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 2.1 L/d (drain-slow, band 28.9L over 13.9d, 112 pts)
19/03/2026 11:05:18 666.25 666.25 2.1 Valid Immediate GOOD
• Smoothing: Window [666.25, 666.25, 664.13] -> Median: 666.25
• Stability Filter: No change in volume.
• Usage Rate: 2.1 L/d (drain-slow, band 28.1L over 13.9d, 112 pts)
19/03/2026 14:05:35 664.13 666.25 0.0 Valid Immediate GOOD
• Smoothing: Window [666.25, 664.13, 667.30] -> Median: 666.25
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 28.1L over 13.9d, 112 pts)
19/03/2026 17:05:51 667.30 666.25 2.1 Valid Immediate GOOD
• Smoothing: Window [664.13, 667.30, 666.25] -> Median: 666.25
• Stability Filter: No change in volume.
• Usage Rate: 2.1 L/d (drain-slow, band 28.1L over 13.9d, 112 pts)
19/03/2026 20:06:06 666.25 666.25 2.1 Valid Immediate GOOD
• Smoothing: Window [667.30, 666.25, 666.25] -> Median: 666.25
• Stability Filter: No change in volume.
• Usage Rate: 2.1 L/d (drain-slow, band 28.9L over 13.9d, 112 pts)
19/03/2026 23:06:23 666.25 666.25 2.1 Valid Immediate GOOD
• Smoothing: Window [666.25, 666.25, 664.13] -> Median: 666.25
• Stability Filter: No change in volume.
• Usage Rate: 2.1 L/d (drain-slow, band 28.1L over 13.9d, 112 pts)
20/03/2026 05:06:55 664.13 664.13 2.1 Valid Immediate GOOD
• Smoothing: Window [666.25, 664.13, 660.84] -> Median: 664.13
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 2.1 L/d (drain-slow, band 28.1L over 13.9d, 111 pts)
20/03/2026 08:07:13 660.84 664.13 0.0 Valid Immediate GOOD
• Smoothing: Window [664.13, 660.84, 659.79] -> Median: 660.84
• Stability Filter: Clamped minor wobble drop of 3.3L back to stable level. Future rebound returned near baseline in 0.4d after a short wobble.
• Usage Rate: 0.0 L/d (flat, band 29.2L over 13.9d, 111 pts)
20/03/2026 11:07:31 659.79 664.13 0.0 Valid Immediate GOOD
• Smoothing: Window [660.84, 659.79, 660.84] -> Median: 660.84
• Stability Filter: Clamped minor wobble drop of 3.3L back to stable level. Future rebound returned near baseline in 0.3d after a short wobble.
• Usage Rate: 0.0 L/d (flat, band 29.2L over 13.9d, 111 pts)
20/03/2026 14:07:48 660.84 664.13 0.0 Valid Immediate GOOD
• Smoothing: Window [659.79, 660.84, 666.25] -> Median: 660.84
• Stability Filter: Clamped minor wobble drop of 3.3L back to stable level. Future rebound returned near baseline in 0.1d after a short wobble.
• Usage Rate: 0.0 L/d (flat, band 29.2L over 13.9d, 111 pts)
20/03/2026 17:08:03 666.25 664.13 2.1 Valid Immediate GOOD
• Smoothing: Window [660.84, 666.25, 665.19] -> Median: 665.19
• Monotonic Logic: Rejected small rise of 1.1L. Future plummeted back to baseline inside window (4.6d). Clamped to 664.1
• Usage Rate: 2.1 L/d (drain-slow, band 29.2L over 13.9d, 111 pts)
20/03/2026 20:08:20 665.19 664.13 2.1 Valid Immediate GOOD
• Smoothing: Window [666.25, 665.19, 665.19] -> Median: 665.19
• Monotonic Logic: Rejected small rise of 1.1L. Future plummeted back to baseline inside window (4.5d). Clamped to 664.1
• Usage Rate: 2.1 L/d (drain-slow, band 29.2L over 13.9d, 111 pts)
20/03/2026 23:08:35 665.19 664.13 2.1 Valid Immediate GOOD
• Smoothing: Window [665.19, 665.19, 659.79] -> Median: 665.19
• Monotonic Logic: Rejected small rise of 1.1L. Future plummeted back to baseline inside window (4.4d). Clamped to 664.1
• Usage Rate: 2.1 L/d (drain-slow, band 28.1L over 13.9d, 111 pts)
21/03/2026 05:09:07 659.79 664.13 1.9 Valid Immediate GOOD
• Smoothing: Window [665.19, 659.79, 660.84] -> Median: 660.84
• Stability Filter: Clamped minor wobble drop of 3.3L back to stable level. Future rebound returned near baseline in 0.6d after a short wobble.
• Usage Rate: 1.9 L/d (drain-slow, band 26.1L over 13.9d, 110 pts)
21/03/2026 08:09:24 660.84 660.84 0.0 Valid Immediate GOOD
• Smoothing: Window [659.79, 660.84, 658.73] -> Median: 659.79
• Stability Filter: Median artifact detected. Rescued Raw Value (660.8L).
• Usage Rate: 0.0 L/d (flat, band 25.9L over 13.9d, 110 pts)
21/03/2026 11:09:39 658.73 660.84 0.0 Valid Immediate GOOD
• Smoothing: Window [660.84, 658.73, 658.73] -> Median: 658.73
• Stability Filter: Clamped minor wobble drop of 2.1L back to stable level. Future rebound returned near baseline in 0.3d after a short wobble.
• Usage Rate: 0.0 L/d (flat, band 25.9L over 13.9d, 110 pts)
21/03/2026 14:09:56 658.73 660.84 1.9 Valid Immediate GOOD
• Smoothing: Window [658.73, 658.73, 664.13] -> Median: 658.73
• Stability Filter: Clamped minor wobble drop of 2.1L back to stable level. Future rebound returned near baseline in 0.1d after a short wobble.
• Usage Rate: 1.9 L/d (drain-slow, band 26.1L over 13.9d, 110 pts)
21/03/2026 17:10:11 664.13 662.02 1.9 Valid Immediate GOOD
• Smoothing: Window [658.73, 664.13, 662.02] -> Median: 662.02
• Monotonic Logic: Accepted Small Sustained Top-up Rise of 1.2L. Future confirms sustain (>5.0 days).
• Usage Rate: 1.9 L/d (drain-slow, band 26.1L over 13.9d, 110 pts)
21/03/2026 20:10:28 662.02 663.08 1.9 Valid Immediate GOOD
• Smoothing: Window [664.13, 662.02, 663.08] -> Median: 663.08
• Monotonic Logic: Accepted Small Sustained Top-up Rise of 1.1L. Future confirms sustain (>5.0 days).
• Usage Rate: 1.9 L/d (drain-slow, band 26.1L over 13.9d, 110 pts)
21/03/2026 23:10:43 663.08 662.02 0.0 Valid Immediate GOOD
• Smoothing: Window [662.02, 663.08, 662.02] -> Median: 662.02
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 0.0 L/d (flat, band 27.0L over 13.9d, 110 pts)
22/03/2026 05:11:31 662.02 662.02 0.0 Valid Immediate GOOD
• Smoothing: Window [663.08, 662.02, 660.84] -> Median: 662.02
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 25.9L over 13.9d, 109 pts)
22/03/2026 08:11:46 660.84 662.02 1.9 Valid Immediate GOOD
• Smoothing: Window [662.02, 660.84, 660.84] -> Median: 660.84
• Stability Filter: Clamped minor wobble drop of 1.2L back to stable level. Future rebound returned near baseline in 0.4d after a short wobble.
• Usage Rate: 1.9 L/d (drain-slow, band 26.2L over 13.9d, 109 pts)
22/03/2026 11:12:03 660.84 662.02 2.0 Valid Immediate GOOD
• Smoothing: Window [660.84, 660.84, 658.73] -> Median: 660.84
• Stability Filter: Clamped minor wobble drop of 1.2L back to stable level. Future rebound returned near baseline in 0.3d after a short wobble.
• Usage Rate: 2.0 L/d (drain-slow, band 27.2L over 13.9d, 109 pts)
22/03/2026 14:12:21 658.73 662.02 0.0 Valid Immediate GOOD
• Smoothing: Window [660.84, 658.73, 663.08] -> Median: 660.84
• Stability Filter: Clamped minor wobble drop of 1.2L back to stable level. Future rebound returned near baseline in 0.1d after a short wobble.
• Usage Rate: 0.0 L/d (flat, band 28.1L over 13.9d, 109 pts)
22/03/2026 17:12:38 663.08 662.02 2.0 Valid Immediate GOOD
• Smoothing: Window [658.73, 663.08, 662.02] -> Median: 662.02
• Stability Filter: No change in volume.
• Usage Rate: 2.0 L/d (drain-slow, band 27.1L over 13.9d, 109 pts)
22/03/2026 20:12:53 662.02 662.02 0.0 Valid Immediate GOOD
• Smoothing: Window [663.08, 662.02, 660.84] -> Median: 662.02
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 26.9L over 13.9d, 109 pts)
22/03/2026 23:13:10 660.84 660.84 2.0 Valid Immediate GOOD
• Smoothing: Window [662.02, 660.84, 660.84] -> Median: 660.84
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 2.0 L/d (drain-slow, band 27.1L over 13.9d, 109 pts)
23/03/2026 02:13:25 660.84 660.84 0.0 Valid Immediate GOOD
• Smoothing: Window [660.84, 660.84, 656.62] -> Median: 660.84
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 28.1L over 13.9d, 109 pts)
23/03/2026 05:13:42 656.62 660.84 0.0 Valid Immediate GOOD
• Smoothing: Window [660.84, 656.62, 657.67] -> Median: 657.67
• Stability Filter: Clamped minor wobble drop of 3.2L back to stable level. Future rebound returned near baseline in 0.5d after a short wobble.
• Usage Rate: 0.0 L/d (flat, band 28.1L over 13.9d, 109 pts)
23/03/2026 08:13:57 657.67 660.84 2.0 Valid Immediate GOOD
• Smoothing: Window [656.62, 657.67, 658.73] -> Median: 657.67
• Stability Filter: Clamped minor wobble drop of 3.2L back to stable level. Future rebound returned near baseline in 0.4d after a short wobble.
• Usage Rate: 2.0 L/d (drain-slow, band 27.2L over 13.9d, 109 pts)
23/03/2026 11:14:14 658.73 658.73 0.0 Valid Immediate GOOD
• Smoothing: Window [657.67, 658.73, 656.62] -> Median: 657.67
• Stability Filter: Median artifact detected. Rescued Raw Value (658.7L).
• Usage Rate: 0.0 L/d (flat, band 27.0L over 13.9d, 109 pts)
23/03/2026 14:14:29 656.62 658.73 0.0 Valid Immediate GOOD
• Smoothing: Window [658.73, 656.62, 659.79] -> Median: 658.73
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 27.0L over 13.9d, 109 pts)
23/03/2026 17:14:46 659.79 658.73 1.9 Valid Immediate GOOD
• Smoothing: Window [656.62, 659.79, 659.79] -> Median: 659.79
• Monotonic Logic: Rejected small rise of 1.1L. Future plummeted back to baseline inside window (4.8d). Clamped to 658.7
• Usage Rate: 1.9 L/d (drain-slow, band 26.2L over 13.9d, 109 pts)
23/03/2026 20:15:01 659.79 658.73 0.0 Valid Immediate GOOD
• Smoothing: Window [659.79, 659.79, 660.84] -> Median: 659.79
• Monotonic Logic: Rejected small rise of 1.1L. Future plummeted back to baseline inside window (4.6d). Clamped to 658.7
• Usage Rate: 0.0 L/d (flat, band 26.2L over 13.9d, 109 pts)
23/03/2026 23:15:18 660.84 658.73 0.0 Valid Immediate GOOD
• Smoothing: Window [659.79, 660.84, 660.84] -> Median: 660.84
• Monotonic Logic: Rejected small rise of 2.1L. Future plummeted back to baseline inside window (4.4d). Clamped to 658.7
• Usage Rate: 0.0 L/d (flat, band 26.2L over 13.9d, 109 pts)
24/03/2026 05:16:05 660.84 658.73 0.0 Valid Immediate GOOD
• Smoothing: Window [660.84, 660.84, 657.67] -> Median: 660.84
• Monotonic Logic: Rejected small rise of 2.1L. Future plummeted back to baseline inside window (4.1d). Clamped to 658.7
• Usage Rate: 0.0 L/d (flat, band 25.5L over 13.9d, 108 pts)
24/03/2026 08:16:20 657.67 657.67 0.0 Valid Immediate GOOD
• Smoothing: Window [660.84, 657.67, 656.62] -> Median: 657.67
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 0.0 L/d (flat, band 25.9L over 13.9d, 108 pts)
24/03/2026 11:16:37 656.62 656.62 0.0 Valid Immediate GOOD
• Smoothing: Window [657.67, 656.62, 656.62] -> Median: 656.62
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 0.0 L/d (flat, band 25.9L over 13.9d, 108 pts)
24/03/2026 14:16:52 656.62 656.62 0.0 Valid Immediate GOOD
• Smoothing: Window [656.62, 656.62, 658.73] -> Median: 656.62
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 25.9L over 13.9d, 108 pts)
24/03/2026 17:17:09 658.73 656.62 0.0 Valid Immediate GOOD
• Smoothing: Window [656.62, 658.73, 653.33] -> Median: 656.62
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 25.5L over 13.9d, 108 pts)
24/03/2026 20:17:24 653.33 656.62 0.0 Valid Immediate GOOD
• Smoothing: Window [658.73, 653.33, 656.62] -> Median: 656.62
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 25.9L over 13.9d, 108 pts)
24/03/2026 23:17:56 656.62 655.44 0.0 Valid Immediate GOOD
• Smoothing: Window [653.33, 656.62, 655.44] -> Median: 655.44
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 0.0 L/d (flat, band 25.9L over 13.9d, 108 pts)
25/03/2026 05:18:40 655.44 655.44 1.9 Valid Immediate GOOD
• Smoothing: Window [656.62, 655.44, 653.33] -> Median: 655.44
• Stability Filter: No change in volume.
• Usage Rate: 1.9 L/d (drain-slow, band 25.2L over 13.9d, 107 pts)
25/03/2026 08:18:57 653.33 655.44 1.8 Valid Immediate GOOD
• Smoothing: Window [655.44, 653.33, 648.99] -> Median: 653.33
• Stability Filter: Clamped minor wobble drop of 2.1L back to stable level. Future rebound returned near baseline in 0.4d after a short wobble.
• Usage Rate: 1.8 L/d (drain-slow, band 24.1L over 13.9d, 107 pts)
25/03/2026 11:19:16 648.99 655.44 1.8 Valid Immediate GOOD
• Smoothing: Window [653.33, 648.99, 653.33] -> Median: 653.33
• Stability Filter: Clamped minor wobble drop of 2.1L back to stable level. Future rebound returned near baseline in 0.3d after a short wobble.
• Usage Rate: 1.8 L/d (drain-slow, band 24.1L over 13.9d, 107 pts)
25/03/2026 14:19:33 653.33 655.44 0.0 Valid Immediate GOOD
• Smoothing: Window [648.99, 653.33, 655.44] -> Median: 653.33
• Stability Filter: Clamped minor wobble drop of 2.1L back to stable level. Future rebound returned near baseline in 0.1d after a short wobble.
• Usage Rate: 0.0 L/d (flat, band 24.8L over 13.9d, 107 pts)
25/03/2026 17:19:50 655.44 655.44 1.9 Valid Immediate GOOD
• Smoothing: Window [653.33, 655.44, 656.62] -> Median: 655.44
• Stability Filter: No change in volume.
• Usage Rate: 1.9 L/d (drain-slow, band 23.9L over 13.9d, 107 pts)
25/03/2026 20:20:08 656.62 655.44 0.0 Valid Immediate GOOD
• Smoothing: Window [655.44, 656.62, 653.33] -> Median: 655.44
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 23.7L over 13.9d, 107 pts)
25/03/2026 23:20:40 653.33 655.44 0.0 Valid Immediate GOOD
• Smoothing: Window [656.62, 653.33, 655.44] -> Median: 655.44
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 23.7L over 13.9d, 107 pts)
26/03/2026 05:21:12 655.44 653.33 0.0 Valid Immediate GOOD
• Smoothing: Window [653.33, 655.44, 652.27] -> Median: 653.33
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 0.0 L/d (flat, band 22.7L over 13.9d, 106 pts)
26/03/2026 08:21:29 652.27 653.33 0.0 Valid Immediate GOOD
• Smoothing: Window [655.44, 652.27, 651.22] -> Median: 652.27
• Stability Filter: Clamped minor wobble drop of 1.1L back to stable level. Future rebound returned near baseline in 0.3d after a short wobble.
• Usage Rate: 0.0 L/d (flat, band 22.7L over 13.9d, 106 pts)
26/03/2026 11:21:44 651.22 653.33 0.0 Valid Immediate GOOD
• Smoothing: Window [652.27, 651.22, 654.39] -> Median: 652.27
• Stability Filter: Clamped minor wobble drop of 1.1L back to stable level. Future rebound returned near baseline in 0.1d after a short wobble.
• Usage Rate: 0.0 L/d (flat, band 22.7L over 13.9d, 106 pts)
26/03/2026 14:22:00 654.39 653.33 1.7 Valid Immediate GOOD
• Smoothing: Window [651.22, 654.39, 653.33] -> Median: 653.33
• Stability Filter: No change in volume.
• Usage Rate: 1.7 L/d (drain-slow, band 23.2L over 13.9d, 106 pts)
26/03/2026 17:22:15 653.33 653.33 1.7 Valid Immediate GOOD
• Smoothing: Window [654.39, 653.33, 653.33] -> Median: 653.33
• Stability Filter: No change in volume.
• Usage Rate: 1.7 L/d (drain-slow, band 23.2L over 13.9d, 106 pts)
26/03/2026 20:22:32 653.33 653.33 0.0 Valid Immediate GOOD
• Smoothing: Window [653.33, 653.33, 654.39] -> Median: 653.33
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 22.7L over 13.9d, 106 pts)
26/03/2026 23:23:02 654.39 653.33 1.7 Valid Immediate GOOD
• Smoothing: Window [653.33, 654.39, 653.33] -> Median: 653.33
• Stability Filter: No change in volume.
• Usage Rate: 1.7 L/d (drain-slow, band 23.2L over 13.9d, 106 pts)
27/03/2026 02:23:16 653.33 653.33 0.0 Valid Immediate GOOD
• Smoothing: Window [654.39, 653.33, 653.33] -> Median: 653.33
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 23.7L over 13.9d, 106 pts)
27/03/2026 05:23:33 653.33 653.33 1.8 Valid Immediate GOOD
• Smoothing: Window [653.33, 653.33, 648.99] -> Median: 653.33
• Stability Filter: No change in volume.
• Usage Rate: 1.8 L/d (drain-slow, band 24.2L over 13.9d, 106 pts)
27/03/2026 08:23:48 648.99 651.22 0.0 Valid Immediate GOOD
• Smoothing: Window [653.33, 648.99, 651.22] -> Median: 651.22
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 0.0 L/d (flat, band 23.7L over 13.9d, 104 pts)
27/03/2026 11:24:05 651.22 651.22 0.0 Valid Immediate GOOD
• Smoothing: Window [648.99, 651.22, 650.04] -> Median: 650.04
• Stability Filter: Median artifact detected. Rescued Raw Value (651.2L).
• Usage Rate: 0.0 L/d (flat, band 23.7L over 13.9d, 104 pts)
27/03/2026 14:24:20 650.04 651.22 1.7 Valid Immediate GOOD
• Smoothing: Window [651.22, 650.04, 653.33] -> Median: 651.22
• Stability Filter: No change in volume.
• Usage Rate: 1.7 L/d (drain-slow, band 23.4L over 13.9d, 104 pts)
27/03/2026 17:24:37 653.33 652.27 0.0 Valid Immediate GOOD
• Smoothing: Window [650.04, 653.33, 652.27] -> Median: 652.27
• Monotonic Logic: Accepted Small Sustained Top-up Rise of 1.1L. Future confirms sustain (>5.0 days).
• Usage Rate: 0.0 L/d (flat, band 22.7L over 13.9d, 104 pts)
27/03/2026 20:25:08 652.27 652.27 0.0 Valid Immediate GOOD
• Smoothing: Window [653.33, 652.27, 652.27] -> Median: 652.27
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 22.7L over 13.9d, 104 pts)
27/03/2026 23:25:24 652.27 652.27 1.6 Valid Immediate GOOD
• Smoothing: Window [652.27, 652.27, 651.22] -> Median: 652.27
• Stability Filter: No change in volume.
• Usage Rate: 1.6 L/d (drain-slow, band 22.3L over 13.9d, 104 pts)
28/03/2026 02:25:43 651.22 652.27 0.0 Valid Immediate GOOD
• Smoothing: Window [652.27, 651.22, 652.27] -> Median: 652.27
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 21.6L over 13.9d, 104 pts)
28/03/2026 05:26:01 652.27 651.22 0.0 Valid Immediate GOOD
• Smoothing: Window [651.22, 652.27, 645.82] -> Median: 651.22
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 0.0 L/d (flat, band 21.6L over 13.9d, 104 pts)
28/03/2026 08:26:20 645.82 648.99 0.0 Valid Immediate GOOD
• Smoothing: Window [652.27, 645.82, 648.99] -> Median: 648.99
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 0.0 L/d (flat, band 22.0L over 13.9d, 104 pts)
28/03/2026 11:26:40 648.99 648.99 0.0 Valid Immediate GOOD
• Smoothing: Window [645.82, 648.99, 645.82] -> Median: 645.82
• Stability Filter: Median artifact detected. Rescued Raw Value (649.0L).
• Usage Rate: 0.0 L/d (flat, band 21.6L over 13.9d, 104 pts)
28/03/2026 14:26:56 645.82 648.99 1.6 Valid Immediate GOOD
• Smoothing: Window [648.99, 645.82, 651.22] -> Median: 648.99
• Stability Filter: No change in volume.
• Usage Rate: 1.6 L/d (drain-slow, band 21.2L over 13.9d, 104 pts)
28/03/2026 17:27:13 651.22 648.99 0.0 Valid Immediate GOOD
• Smoothing: Window [645.82, 651.22, 647.93] -> Median: 647.93
• Stability Filter: Clamped minor wobble drop of 1.1L back to stable level. Future rebound returned near baseline in 0.1d after a short wobble.
• Usage Rate: 0.0 L/d (flat, band 20.4L over 13.9d, 104 pts)
28/03/2026 20:27:28 647.93 650.04 0.0 Valid Immediate GOOD
• Smoothing: Window [651.22, 647.93, 650.04] -> Median: 650.04
• Monotonic Logic: Accepted Small Sustained Top-up Rise of 1.1L. Future confirms sustain (>5.0 days).
• Usage Rate: 0.0 L/d (flat, band 21.2L over 13.9d, 104 pts)
28/03/2026 23:27:45 650.04 647.93 0.0 Valid Immediate GOOD
• Smoothing: Window [647.93, 650.04, 646.87] -> Median: 647.93
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 0.0 L/d (flat, band 21.5L over 13.9d, 104 pts)
29/03/2026 02:28:00 646.87 647.93 0.0 Valid Immediate GOOD
• Smoothing: Window [650.04, 646.87, 647.93] -> Median: 647.93
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 21.5L over 13.9d, 104 pts)
29/03/2026 05:28:17 647.93 647.93 1.5 Valid Immediate GOOD
• Smoothing: Window [646.87, 647.93, 652.27] -> Median: 647.93
• Stability Filter: No change in volume.
• Usage Rate: 1.5 L/d (drain-slow, band 21.2L over 13.9d, 104 pts)
29/03/2026 08:28:49 652.27 647.93 0.0 Valid Immediate GOOD
• Smoothing: Window [647.93, 652.27, 645.82] -> Median: 647.93
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 20.4L over 13.9d, 104 pts)
29/03/2026 11:29:04 645.82 647.93 0.0 Valid Immediate GOOD
• Smoothing: Window [652.27, 645.82, 643.70] -> Median: 645.82
• Stability Filter: Clamped minor wobble drop of 2.1L back to stable level. Future rebound returned near baseline in 0.3d after a short wobble.
• Usage Rate: 0.0 L/d (flat, band 21.2L over 13.9d, 104 pts)
29/03/2026 14:29:21 643.70 647.93 0.0 Valid Immediate GOOD
• Smoothing: Window [645.82, 643.70, 650.04] -> Median: 645.82
• Stability Filter: Clamped minor wobble drop of 2.1L back to stable level. Future rebound returned near baseline in 0.1d after a short wobble.
• Usage Rate: 0.0 L/d (flat, band 21.6L over 13.8d, 104 pts)
29/03/2026 17:29:38 650.04 647.93 0.0 Valid Immediate GOOD
• Smoothing: Window [643.70, 650.04, 647.93] -> Median: 647.93
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 21.6L over 13.9d, 105 pts)
29/03/2026 20:29:55 647.93 647.93 0.0 Valid Immediate GOOD
• Smoothing: Window [650.04, 647.93, 646.87] -> Median: 647.93
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 22.2L over 13.9d, 105 pts)
29/03/2026 23:30:10 646.87 646.87 0.0 Valid Immediate GOOD
• Smoothing: Window [647.93, 646.87, 646.87] -> Median: 646.87
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 0.0 L/d (flat, band 22.2L over 13.9d, 105 pts)
30/03/2026 02:30:27 646.87 646.87 0.0 Valid Immediate GOOD
• Smoothing: Window [646.87, 646.87, 646.87] -> Median: 646.87
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 21.6L over 13.9d, 105 pts)
30/03/2026 05:30:53 646.87 646.87 1.6 Valid Immediate GOOD
• Smoothing: Window [646.87, 646.87, 644.76] -> Median: 646.87
• Stability Filter: No change in volume.
• Usage Rate: 1.6 L/d (drain-slow, band 22.2L over 13.9d, 105 pts)
30/03/2026 08:31:10 644.76 644.76 1.6 Valid Immediate GOOD
• Smoothing: Window [646.87, 644.76, 641.59] -> Median: 644.76
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 1.6 L/d (drain-slow, band 22.2L over 13.9d, 105 pts)
30/03/2026 11:31:25 641.59 644.76 0.0 Valid Immediate GOOD
• Smoothing: Window [644.76, 641.59, 642.65] -> Median: 642.65
• Stability Filter: Clamped minor wobble drop of 2.1L back to stable level. Future rebound returned near baseline in 0.3d after a short wobble.
• Usage Rate: 0.0 L/d (flat, band 21.6L over 13.9d, 105 pts)
30/03/2026 14:31:44 642.65 644.76 1.6 Valid Immediate GOOD
• Smoothing: Window [641.59, 642.65, 644.76] -> Median: 642.65
• Stability Filter: Clamped minor wobble drop of 2.1L back to stable level. Future rebound returned near baseline in 0.1d after a short wobble.
• Usage Rate: 1.6 L/d (drain-slow, band 22.2L over 13.9d, 105 pts)
30/03/2026 17:32:03 644.76 644.76 0.0 Valid Immediate GOOD
• Smoothing: Window [642.65, 644.76, 644.76] -> Median: 644.76
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 22.7L over 13.9d, 105 pts)
30/03/2026 20:32:20 644.76 644.76 1.6 Valid Immediate GOOD
• Smoothing: Window [644.76, 644.76, 641.59] -> Median: 644.76
• Stability Filter: No change in volume.
• Usage Rate: 1.6 L/d (drain-slow, band 22.2L over 13.9d, 105 pts)
30/03/2026 23:32:37 641.59 644.76 0.0 Valid Immediate GOOD
• Smoothing: Window [644.76, 641.59, 644.76] -> Median: 644.76
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 21.6L over 13.9d, 105 pts)
31/03/2026 02:33:09 644.76 644.76 0.0 Valid Immediate GOOD
• Smoothing: Window [641.59, 644.76, 643.70] -> Median: 643.70
• Stability Filter: Median artifact detected. Rescued Raw Value (644.8L).
• Usage Rate: 0.0 L/d (flat, band 22.2L over 13.9d, 105 pts)
31/03/2026 05:33:26 643.70 644.76 0.0 Valid Immediate GOOD
• Smoothing: Window [644.76, 643.70, 640.53] -> Median: 643.70
• Stability Filter: Clamped minor wobble drop of 1.1L back to stable level. Future rebound returned near baseline in 0.5d after a short wobble.
• Usage Rate: 0.0 L/d (flat, band 22.2L over 13.9d, 105 pts)
31/03/2026 08:33:43 640.53 644.76 0.0 Valid Immediate GOOD
• Smoothing: Window [643.70, 640.53, 643.70] -> Median: 643.70
• Stability Filter: Clamped minor wobble drop of 1.1L back to stable level. Future rebound returned near baseline in 0.4d after a short wobble.
• Usage Rate: 0.0 L/d (flat, band 21.5L over 13.9d, 105 pts)
31/03/2026 11:33:58 643.70 643.70 1.6 Valid Immediate GOOD
• Smoothing: Window [640.53, 643.70, 642.65] -> Median: 642.65
• Stability Filter: Median artifact detected. Rescued Raw Value (643.7L).
• Usage Rate: 1.6 L/d (drain-slow, band 22.1L over 13.9d, 105 pts)
31/03/2026 14:34:15 642.65 643.70 0.0 Valid Immediate GOOD
• Smoothing: Window [643.70, 642.65, 644.76] -> Median: 643.70
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 22.5L over 13.9d, 105 pts)
31/03/2026 17:34:42 644.76 644.76 1.6 Valid Immediate GOOD
• Smoothing: Window [642.65, 644.76, 644.76] -> Median: 644.76
• Monotonic Logic: Accepted Small Sustained Top-up Rise of 1.1L. Future confirms sustain (>5.0 days).
• Usage Rate: 1.6 L/d (drain-slow, band 22.1L over 13.9d, 105 pts)
31/03/2026 20:35:09 644.76 644.76 0.0 Valid Immediate GOOD
• Smoothing: Window [644.76, 644.76, 645.82] -> Median: 644.76
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 21.5L over 13.9d, 105 pts)
31/03/2026 23:35:26 645.82 645.82 0.0 Valid Immediate GOOD
• Smoothing: Window [644.76, 645.82, 646.87] -> Median: 645.82
• Monotonic Logic: Accepted Small Sustained Top-up Rise of 1.1L. Future confirms sustain (>5.0 days).
• Usage Rate: 0.0 L/d (flat, band 21.5L over 13.9d, 105 pts)
01/04/2026 02:35:41 646.87 645.82 0.0 Valid Immediate GOOD
• Smoothing: Window [645.82, 646.87, 645.82] -> Median: 645.82
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 21.5L over 13.9d, 105 pts)
01/04/2026 05:35:58 645.82 645.82 0.0 Valid Immediate GOOD
• Smoothing: Window [646.87, 645.82, 640.53] -> Median: 645.82
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 21.5L over 13.9d, 105 pts)
01/04/2026 08:36:13 640.53 641.59 0.0 Valid Immediate GOOD
• Smoothing: Window [645.82, 640.53, 641.59] -> Median: 641.59
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 0.0 L/d (flat, band 21.5L over 13.9d, 105 pts)
01/04/2026 11:36:30 641.59 641.59 1.5 Valid Immediate GOOD
• Smoothing: Window [640.53, 641.59, 641.59] -> Median: 641.59
• Stability Filter: No change in volume.
• Usage Rate: 1.5 L/d (drain-slow, band 21.1L over 13.9d, 105 pts)
01/04/2026 14:36:49 641.59 641.59 0.0 Valid Immediate GOOD
• Smoothing: Window [641.59, 641.59, 642.65] -> Median: 641.59
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 21.1L over 13.9d, 105 pts)
01/04/2026 17:37:04 642.65 642.65 1.5 Valid Immediate GOOD
• Smoothing: Window [641.59, 642.65, 643.70] -> Median: 642.65
• Monotonic Logic: Accepted Small Sustained Top-up Rise of 1.1L. Future confirms sustain (End of data).
• Usage Rate: 1.5 L/d (drain-slow, band 21.1L over 13.9d, 105 pts)
01/04/2026 20:37:33 643.70 642.65 0.0 Valid Immediate GOOD
• Smoothing: Window [642.65, 643.70, 642.65] -> Median: 642.65
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 20.4L over 13.9d, 105 pts)
01/04/2026 23:37:48 642.65 642.65 0.0 Valid Immediate GOOD
• Smoothing: Window [643.70, 642.65, 640.53] -> Median: 642.65
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 20.4L over 13.8d, 105 pts)
02/04/2026 02:38:07 640.53 640.53 0.0 Valid Immediate GOOD
• Smoothing: Window [642.65, 640.53, 640.53] -> Median: 640.53
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 0.0 L/d (flat, band 21.0L over 13.9d, 106 pts)
02/04/2026 05:38:24 640.53 640.53 0.0 Valid Immediate GOOD
• Smoothing: Window [640.53, 640.53, 639.48] -> Median: 640.53
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 21.0L over 13.9d, 106 pts)
02/04/2026 08:38:39 639.48 640.53 0.0 Valid Immediate GOOD
• Smoothing: Window [640.53, 639.48, 638.42] -> Median: 639.48
• Stability Filter: Clamped minor wobble drop of 1.1L back to stable level. Future rebound returned near baseline in 0.4d after a short wobble.
• Usage Rate: 0.0 L/d (flat, band 20.4L over 13.9d, 106 pts)
02/04/2026 11:38:56 638.42 640.53 0.0 Valid Immediate GOOD
• Smoothing: Window [639.48, 638.42, 637.36] -> Median: 638.42
• Stability Filter: Clamped minor wobble drop of 2.1L back to stable level. Future rebound returned near baseline in 0.3d after a short wobble.
• Usage Rate: 0.0 L/d (flat, band 19.9L over 13.9d, 106 pts)
02/04/2026 14:39:11 637.36 640.53 0.0 Valid Immediate GOOD
• Smoothing: Window [638.42, 637.36, 640.53] -> Median: 638.42
• Stability Filter: Clamped minor wobble drop of 2.1L back to stable level. Future rebound returned near baseline in 0.1d after a short wobble.
• Usage Rate: 0.0 L/d (flat, band 19.9L over 13.9d, 106 pts)
02/04/2026 17:39:28 640.53 640.53 0.0 Valid Immediate GOOD
• Smoothing: Window [637.36, 640.53, 640.53] -> Median: 640.53
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 20.4L over 13.9d, 106 pts)
02/04/2026 20:39:46 640.53 640.53 1.5 Valid Immediate GOOD
• Smoothing: Window [640.53, 640.53, 638.42] -> Median: 640.53
• Stability Filter: No change in volume.
• Usage Rate: 1.5 L/d (drain-slow, band 19.8L over 13.9d, 106 pts)
02/04/2026 23:40:03 638.42 640.53 0.0 Valid Immediate GOOD
• Smoothing: Window [640.53, 638.42, 639.48] -> Median: 639.48
• Stability Filter: Clamped minor wobble drop of 1.1L back to stable level. Future rebound returned near baseline in 0.8d after a short wobble.
• Usage Rate: 0.0 L/d (flat, band 19.3L over 13.8d, 106 pts)
03/04/2026 02:40:18 639.48 640.53 0.0 Valid Immediate GOOD
• Smoothing: Window [638.42, 639.48, 639.48] -> Median: 639.48
• Stability Filter: Clamped minor wobble drop of 1.1L back to stable level. Future rebound returned near baseline in 0.6d after a short wobble.
• Usage Rate: 0.0 L/d (flat, band 19.7L over 13.9d, 107 pts)
03/04/2026 05:40:34 639.48 640.53 0.0 Valid Immediate GOOD
• Smoothing: Window [639.48, 639.48, 639.48] -> Median: 639.48
• Stability Filter: Clamped minor wobble drop of 1.1L back to stable level. Future rebound returned near baseline in 0.5d after a short wobble.
• Usage Rate: 0.0 L/d (flat, band 20.3L over 13.9d, 107 pts)
03/04/2026 08:40:50 639.48 640.53 0.0 Valid Immediate GOOD
• Smoothing: Window [639.48, 639.48, 638.42] -> Median: 639.48
• Stability Filter: Clamped minor wobble drop of 1.1L back to stable level. Future rebound returned near baseline in 0.4d after a short wobble.
• Usage Rate: 0.0 L/d (flat, band 20.3L over 13.9d, 107 pts)
03/04/2026 11:41:21 638.42 640.53 0.0 Valid Immediate GOOD
• Smoothing: Window [639.48, 638.42, 639.48] -> Median: 639.48
• Stability Filter: Clamped minor wobble drop of 1.1L back to stable level. Future rebound returned near baseline in 0.3d after a short wobble.
• Usage Rate: 0.0 L/d (flat, band 20.3L over 13.9d, 107 pts)
03/04/2026 14:41:38 639.48 640.53 0.0 Valid Immediate GOOD
• Smoothing: Window [638.42, 639.48, 641.59] -> Median: 639.48
• Stability Filter: Clamped minor wobble drop of 1.1L back to stable level. Future rebound returned near baseline in 0.1d after a short wobble.
• Usage Rate: 0.0 L/d (flat, band 20.3L over 13.9d, 107 pts)
03/04/2026 17:41:56 641.59 641.59 0.0 Valid Immediate GOOD
• Smoothing: Window [639.48, 641.59, 641.59] -> Median: 641.59
• Monotonic Logic: Accepted Small Sustained Top-up Rise of 1.1L. Future confirms sustain (End of data).
• Usage Rate: 0.0 L/d (flat, band 20.3L over 13.9d, 107 pts)
03/04/2026 20:42:13 641.59 641.59 0.0 Valid Immediate GOOD
• Smoothing: Window [641.59, 641.59, 642.65] -> Median: 641.59
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 20.3L over 13.9d, 107 pts)
03/04/2026 23:42:27 642.65 641.59 0.0 Valid Immediate GOOD
• Smoothing: Window [641.59, 642.65, 639.48] -> Median: 641.59
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 20.3L over 13.8d, 107 pts)
04/04/2026 02:42:44 639.48 639.48 0.0 Valid Immediate GOOD
• Smoothing: Window [642.65, 639.48, 639.48] -> Median: 639.48
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 0.0 L/d (flat, band 20.3L over 13.9d, 108 pts)
04/04/2026 05:42:59 639.48 639.48 1.5 Valid Immediate GOOD
• Smoothing: Window [639.48, 639.48, 638.42] -> Median: 639.48
• Stability Filter: No change in volume.
• Usage Rate: 1.5 L/d (drain-slow, band 20.6L over 13.9d, 108 pts)
04/04/2026 08:43:16 638.42 639.48 0.0 Valid Immediate GOOD
• Smoothing: Window [639.48, 638.42, 638.42] -> Median: 638.42
• Stability Filter: Clamped minor wobble drop of 1.1L back to stable level. Future rebound returned near baseline in 0.4d after a short wobble.
• Usage Rate: 0.0 L/d (flat, band 21.4L over 13.9d, 108 pts)
04/04/2026 11:43:33 638.42 639.48 0.0 Valid Immediate GOOD
• Smoothing: Window [638.42, 638.42, 640.53] -> Median: 638.42
• Stability Filter: Clamped minor wobble drop of 1.1L back to stable level. Future rebound returned near baseline in 0.3d after a short wobble.
• Usage Rate: 0.0 L/d (flat, band 21.4L over 13.9d, 108 pts)
04/04/2026 14:43:50 640.53 639.48 0.0 Valid Immediate GOOD
• Smoothing: Window [638.42, 640.53, 638.42] -> Median: 638.42
• Stability Filter: Clamped minor wobble drop of 1.1L back to stable level. Future rebound returned near baseline in 0.1d after a short wobble.
• Usage Rate: 0.0 L/d (flat, band 21.4L over 13.9d, 108 pts)
04/04/2026 17:44:07 638.42 640.53 1.5 Valid Immediate GOOD
• Smoothing: Window [640.53, 638.42, 640.53] -> Median: 640.53
• Monotonic Logic: Accepted Small Sustained Top-up Rise of 1.1L. Future confirms sustain (End of data).
• Usage Rate: 1.5 L/d (drain-slow, band 20.6L over 13.9d, 108 pts)
04/04/2026 20:44:23 640.53 640.53 0.0 Valid Immediate GOOD
• Smoothing: Window [638.42, 640.53, 639.48] -> Median: 639.48
• Stability Filter: Median artifact detected. Rescued Raw Value (640.5L).
• Usage Rate: 0.0 L/d (flat, band 20.3L over 13.9d, 108 pts)
04/04/2026 23:44:41 639.48 640.53 1.4 Valid Immediate GOOD
• Smoothing: Window [640.53, 639.48, 637.36] -> Median: 639.48
• Stability Filter: Clamped minor wobble drop of 1.1L back to stable level. Future rebound returned near baseline in 0.9d after a short wobble.
• Usage Rate: 1.4 L/d (drain-slow, band 19.6L over 13.8d, 108 pts)
05/04/2026 02:45:12 637.36 640.53 1.4 Valid Immediate GOOD
• Smoothing: Window [639.48, 637.36, 637.36] -> Median: 637.36
• Stability Filter: Clamped minor wobble drop of 3.2L back to stable level. Future rebound returned near baseline in 0.5d after a short wobble.
• Usage Rate: 1.4 L/d (drain-slow, band 19.5L over 13.9d, 109 pts)
05/04/2026 05:45:29 637.36 640.53 0.0 Valid Immediate GOOD
• Smoothing: Window [637.36, 637.36, 637.36] -> Median: 637.36
• Stability Filter: Clamped minor wobble drop of 3.2L back to stable level. Future rebound returned near baseline in 0.4d after a short wobble.
• Usage Rate: 0.0 L/d (flat, band 19.3L over 13.9d, 109 pts)
05/04/2026 08:45:47 637.36 640.53 0.0 Valid Immediate GOOD
• Smoothing: Window [637.36, 637.36, 637.36] -> Median: 637.36
• Stability Filter: Clamped minor wobble drop of 3.2L back to stable level. Future rebound returned near baseline in 0.3d after a short wobble.
• Usage Rate: 0.0 L/d (flat, band 19.3L over 13.9d, 109 pts)
05/04/2026 11:46:03 637.36 640.53 1.3 Valid Immediate GOOD
• Smoothing: Window [637.36, 637.36, 639.48] -> Median: 637.36
• Stability Filter: Clamped minor wobble drop of 3.2L back to stable level. Future rebound returned near baseline in 0.1d after a short wobble.
• Usage Rate: 1.3 L/d (drain-slow, band 18.6L over 13.9d, 109 pts)
05/04/2026 14:46:35 639.48 640.53 0.0 Valid Immediate GOOD
• Smoothing: Window [637.36, 639.48, 642.65] -> Median: 639.48
• Stability Filter: Clamped minor wobble drop of 1.1L back to stable level. Future rebound returned near baseline in 0.3d after a short wobble.
• Usage Rate: 0.0 L/d (flat, band 18.4L over 13.9d, 109 pts)
05/04/2026 17:46:55 642.65 640.53 1.3 Valid Immediate GOOD
• Smoothing: Window [639.48, 642.65, 637.36] -> Median: 639.48
• Stability Filter: Clamped minor wobble drop of 1.1L back to stable level. Future rebound returned near baseline in 0.1d after a short wobble.
• Usage Rate: 1.3 L/d (drain-slow, band 17.6L over 13.9d, 109 pts)
05/04/2026 20:47:12 637.36 640.53 0.0 Valid Immediate GOOD
• Smoothing: Window [642.65, 637.36, 640.53] -> Median: 640.53
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 18.2L over 13.9d, 109 pts)
05/04/2026 23:47:30 640.53 640.53 0.0 Valid Immediate GOOD
• Smoothing: Window [637.36, 640.53, 640.53] -> Median: 640.53
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 18.2L over 13.9d, 109 pts)