Tank Readings Analysis

Offline Fixture Replay
Sample CASE-161035 for tank 161035
device: 2G
Matches expected baseline
baseline
Sampling Class REGULAR
Data Health 100%
Usage Rate (L/day) 2.7
Days Remaining 499
Weekly Consumption 59.8 L/week 11 reportable weeks / 14
Points Processed
Raw: 652
Deduped: 0

Pipeline Output (Litres)

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

Weekly Consumption Report

Average 59.8 L/week · Median 62.3 L/week · Coverage 79%
Sampling REGULAR
Data Health 100.0%
Bars are shown only for weeks with enough clean coverage. Missing or unreliable weeks are left blank.

Detected Events

Time Type Delta (L)
Apr 22 11:04 TOPUP 792

Pipeline Trace

[Pipeline] Starting Pipeline execution...
[StageIngestSnapshot] Loaded 652 snapshot readings.
[StageValidate] Validation complete. Invalidated: 0
[StageDedup] Removed 0 duplicates.
[StageGapAnalysis] Median Interval: 3.0h, Max Gap: 12.0h. Class: REGULAR
[StageNoise] Applied smoothing to 652 points.
[StageNoise] Applied Monotonic + Stability Filter. Clamped 118 points.
[StageMetrics] Calculated per-point usage rates.
[StageMetrics] Set Global Usage Rate to LATEST: 2.69 L/day.
[StageMetrics] Health Score: 100% (Good: 652, Fair: 0, Poor: 0)
[StageVisuals] Generated series. Raw: 652, Smooth: 652
[Pipeline] Pipeline completed in 83.1ms

Weekly Consumption Data Used

This table shows the exact weekly windows and start/end smoothed volumes used for the weekly report. Weeks with top-ups, drops, noise, or weak coverage are kept for audit but excluded from the chart values.
Week Week Range Data Used Start (L) End (L) Net Change (L) Consumption (L) Readings Span (days) Max Gap (h) Status Checks
2026-W10 02 Mar - 08 Mar 2026 05 Mar 23:39 - 08 Mar 23:47 1,382.7 1,330.7 -52.0 52.0 24 3.0 6.0 INSUFFICIENT Issue: Insufficient Span, Late Week Start
2026-W11 09 Mar - 15 Mar 2026 09 Mar 02:48 - 15 Mar 21:10 1,329.1 1,226.3 -102.8 102.8 55 6.8 6.0 OK None
2026-W12 16 Mar - 22 Mar 2026 16 Mar 00:10 - 22 Mar 21:32 1,222.4 1,147.1 -75.2 75.2 48 6.9 9.0 OK None
2026-W13 23 Mar - 29 Mar 2026 23 Mar 00:32 - 29 Mar 21:52 1,145.2 1,076.7 -68.5 68.5 53 6.9 6.0 OK None
2026-W14 30 Mar - 05 Apr 2026 30 Mar 00:53 - 05 Apr 22:15 1,076.7 1,014.4 -62.3 62.3 48 6.9 12.0 OK None
2026-W15 06 Apr - 12 Apr 2026 06 Apr 01:15 - 12 Apr 22:35 1,007.5 953.9 -53.6 53.6 47 6.9 9.0 OK None
2026-W16 13 Apr - 19 Apr 2026 13 Apr 01:36 - 19 Apr 22:56 952.1 857.9 -94.2 94.2 47 6.9 12.0 OK None
2026-W17 20 Apr - 26 Apr 2026 20 Apr 04:57 - 26 Apr 23:17 852.8 1,564.9 712.1 0.0 49 6.8 6.0 INSUFFICIENT Issue: Event In Week
2026-W18 27 Apr - 03 May 2026 27 Apr 02:17 - 03 May 23:39 1,564.9 1,514.1 -50.8 50.8 50 6.9 6.0 OK None
2026-W19 04 May - 10 May 2026 04 May 02:39 - 10 May 21:02 1,514.1 1,472.1 -41.9 41.9 41 6.8 12.0 OK None
2026-W20 11 May - 17 May 2026 11 May 00:02 - 17 May 21:22 1,472.1 1,408.7 -63.4 63.4 50 6.9 9.0 OK None
2026-W21 18 May - 24 May 2026 18 May 00:23 - 24 May 18:45 1,408.7 1,376.2 -32.6 32.6 51 6.8 6.0 OK None
2026-W22 25 May - 31 May 2026 25 May 00:46 - 31 May 22:07 1,376.2 1,363.3 -12.9 12.9 55 6.9 6.0 OK None
2026-W23 01 Jun - 07 Jun 2026 01 Jun 01:07 - 05 Jun 19:20 1,363.3 1,340.4 -22.8 22.8 34 4.8 9.0 INSUFFICIENT Issue: Early Week End

Detailed Reading Analysis

Timestamp Raw (L) Smooth (L) Rate (L/d) Status Decision Speed Health Analysis Log
05/03/2026 23:39:09 1,382.72 1,382.72 - Valid Immediate GOOD
• Smoothing: Window [1,382.72, 1,382.72, 1,377.95] -> Median: 1,382.72
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
06/03/2026 02:39:30 1,377.95 1,377.95 - Valid Immediate GOOD
• Smoothing: Window [1,382.72, 1,377.95, 1,377.95] -> Median: 1,377.95
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
06/03/2026 05:39:50 1,377.95 1,377.95 - Valid Immediate GOOD
• Smoothing: Window [1,377.95, 1,377.95, 1,374.58] -> Median: 1,377.95
• Stability Filter: No change in volume.
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
06/03/2026 08:40:10 1,374.58 1,374.58 - Valid Immediate GOOD
• Smoothing: Window [1,377.95, 1,374.58, 1,368.21] -> Median: 1,374.58
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
06/03/2026 11:40:30 1,368.21 1,368.21 - Valid Immediate GOOD
• Smoothing: Window [1,374.58, 1,368.21, 1,363.25] -> Median: 1,368.21
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
06/03/2026 14:40:52 1,363.25 1,368.21 - Valid Immediate GOOD
• Smoothing: Window [1,368.21, 1,363.25, 1,372.99] -> Median: 1,368.21
• Stability Filter: No change in volume.
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
06/03/2026 17:41:12 1,372.99 1,366.44 - Valid Immediate GOOD
• Smoothing: Window [1,363.25, 1,372.99, 1,366.44] -> Median: 1,366.44
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
06/03/2026 20:41:32 1,366.44 1,366.44 - Valid Immediate GOOD
• Smoothing: Window [1,372.99, 1,366.44, 1,363.25] -> Median: 1,366.44
• Stability Filter: No change in volume.
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
06/03/2026 23:41:52 1,363.25 1,363.25 - Valid Immediate GOOD
• Smoothing: Window [1,366.44, 1,363.25, 1,360.07] -> Median: 1,363.25
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
07/03/2026 02:42:13 1,360.07 1,360.07 - Valid Immediate GOOD
• Smoothing: Window [1,363.25, 1,360.07, 1,358.30] -> Median: 1,360.07
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
07/03/2026 05:42:33 1,358.30 1,358.30 - Valid Immediate GOOD
• Smoothing: Window [1,360.07, 1,358.30, 1,358.30] -> Median: 1,358.30
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
07/03/2026 08:42:57 1,358.30 1,358.30 - Valid Immediate GOOD
• Smoothing: Window [1,358.30, 1,358.30, 1,351.93] -> Median: 1,358.30
• Stability Filter: No change in volume.
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
07/03/2026 11:43:19 1,351.93 1,351.93 - Valid Immediate GOOD
• Smoothing: Window [1,358.30, 1,351.93, 1,350.33] -> Median: 1,351.93
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
07/03/2026 17:44:05 1,350.33 1,351.93 - Valid Immediate GOOD
• Smoothing: Window [1,351.93, 1,350.33, 1,351.93] -> Median: 1,351.93
• Stability Filter: No change in volume.
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
07/03/2026 20:44:25 1,351.93 1,350.33 - Valid Immediate GOOD
• Smoothing: Window [1,350.33, 1,351.93, 1,348.56] -> Median: 1,350.33
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
07/03/2026 23:44:46 1,348.56 1,348.56 13.8 Valid Immediate GOOD
• Smoothing: Window [1,351.93, 1,348.56, 1,342.19] -> Median: 1,348.56
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 13.8 L/d (drain-slow, band 26.8L over 2.0d, 16 pts)
08/03/2026 02:45:07 1,342.19 1,342.19 13.8 Valid Immediate GOOD
• Smoothing: Window [1,348.56, 1,342.19, 1,342.19] -> Median: 1,342.19
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 13.8 L/d (drain-slow, band 28.3L over 2.1d, 17 pts)
08/03/2026 05:45:27 1,342.19 1,342.19 14.4 Valid Immediate GOOD
• Smoothing: Window [1,342.19, 1,342.19, 1,337.24] -> Median: 1,342.19
• Stability Filter: No change in volume.
• Usage Rate: 14.4 L/d (drain-slow, band 31.3L over 2.3d, 18 pts)
08/03/2026 08:45:47 1,337.24 1,337.24 0.0 Valid Immediate GOOD
• Smoothing: Window [1,342.19, 1,337.24, 1,334.05] -> Median: 1,337.24
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 0.0 L/d (flat, band 35.8L over 2.4d, 19 pts)
08/03/2026 11:46:07 1,334.05 1,335.64 15.3 Valid Immediate GOOD
• Smoothing: Window [1,337.24, 1,334.05, 1,335.64] -> Median: 1,335.64
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 15.3 L/d (drain-slow, band 36.2L over 2.5d, 20 pts)
08/03/2026 14:46:36 1,335.64 1,335.64 15.8 Valid Immediate GOOD
• Smoothing: Window [1,334.05, 1,335.64, 1,335.64] -> Median: 1,335.64
• Stability Filter: No change in volume.
• Usage Rate: 15.8 L/d (drain-slow, band 40.7L over 2.6d, 21 pts)
08/03/2026 17:46:58 1,335.64 1,335.64 15.4 Valid Immediate GOOD
• Smoothing: Window [1,335.64, 1,335.64, 1,332.46] -> Median: 1,335.64
• Stability Filter: No change in volume.
• Usage Rate: 15.4 L/d (drain-slow, band 41.8L over 2.8d, 22 pts)
08/03/2026 20:47:17 1,332.46 1,332.46 14.7 Valid Immediate GOOD
• Smoothing: Window [1,335.64, 1,332.46, 1,330.69] -> Median: 1,332.46
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 14.7 L/d (drain-slow, band 41.6L over 2.9d, 23 pts)
08/03/2026 23:47:38 1,330.69 1,330.69 14.6 Valid Immediate GOOD
• Smoothing: Window [1,332.46, 1,330.69, 1,329.09] -> Median: 1,330.69
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 14.6 L/d (drain-slow, band 42.4L over 3.0d, 24 pts)
09/03/2026 02:48:05 1,329.09 1,329.09 14.5 Valid Immediate GOOD
• Smoothing: Window [1,330.69, 1,329.09, 1,329.09] -> Median: 1,329.09
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 14.5 L/d (drain-slow, band 43.5L over 3.1d, 25 pts)
09/03/2026 05:48:26 1,329.09 1,329.09 14.5 Valid Immediate GOOD
• Smoothing: Window [1,329.09, 1,329.09, 1,324.31] -> Median: 1,329.09
• Stability Filter: No change in volume.
• Usage Rate: 14.5 L/d (drain-slow, band 44.7L over 3.3d, 26 pts)
09/03/2026 08:48:46 1,324.31 1,324.31 14.4 Valid Immediate GOOD
• Smoothing: Window [1,329.09, 1,324.31, 1,319.00] -> Median: 1,324.31
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 14.4 L/d (drain-slow, band 45.9L over 3.4d, 27 pts)
09/03/2026 11:49:13 1,319.00 1,320.95 13.5 Valid Immediate GOOD
• Smoothing: Window [1,324.31, 1,319.00, 1,320.95] -> Median: 1,320.95
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 13.5 L/d (drain-slow, band 46.5L over 3.5d, 28 pts)
09/03/2026 14:49:34 1,320.95 1,320.95 13.6 Valid Immediate GOOD
• Smoothing: Window [1,319.00, 1,320.95, 1,324.31] -> Median: 1,320.95
• Stability Filter: No change in volume.
• Usage Rate: 13.6 L/d (drain-slow, band 47.1L over 3.6d, 29 pts)
09/03/2026 17:49:56 1,324.31 1,320.95 13.8 Valid Immediate GOOD
• Smoothing: Window [1,320.95, 1,324.31, 1,319.00] -> Median: 1,320.95
• Stability Filter: No change in volume.
• Usage Rate: 13.8 L/d (drain-slow, band 50.6L over 3.8d, 30 pts)
09/03/2026 20:50:22 1,319.00 1,319.00 13.8 Valid Immediate GOOD
• Smoothing: Window [1,324.31, 1,319.00, 1,313.34] -> Median: 1,319.00
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 13.8 L/d (drain-slow, band 50.3L over 3.9d, 31 pts)
09/03/2026 23:50:42 1,313.34 1,319.00 14.0 Valid Immediate GOOD
• Smoothing: Window [1,319.00, 1,313.34, 1,319.00] -> Median: 1,319.00
• Stability Filter: No change in volume.
• Usage Rate: 14.0 L/d (drain-slow, band 53.1L over 4.0d, 32 pts)
10/03/2026 02:51:02 1,319.00 1,319.00 13.4 Valid Immediate GOOD
• Smoothing: Window [1,313.34, 1,319.00, 1,320.95] -> Median: 1,319.00
• Stability Filter: No change in volume.
• Usage Rate: 13.4 L/d (drain-slow, band 54.9L over 4.1d, 33 pts)
10/03/2026 05:51:26 1,320.95 1,319.00 13.1 Valid Immediate GOOD
• Smoothing: Window [1,319.00, 1,320.95, 1,313.34] -> Median: 1,319.00
• Stability Filter: No change in volume.
• Usage Rate: 13.1 L/d (drain-slow, band 54.5L over 4.3d, 34 pts)
10/03/2026 08:51:48 1,313.34 1,313.34 12.7 Valid Immediate GOOD
• Smoothing: Window [1,320.95, 1,313.34, 1,311.39] -> Median: 1,313.34
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 12.7 L/d (drain-slow, band 54.9L over 4.4d, 35 pts)
10/03/2026 11:52:08 1,311.39 1,313.34 12.3 Valid Immediate GOOD
• Smoothing: Window [1,313.34, 1,311.39, 1,317.06] -> Median: 1,313.34
• Stability Filter: No change in volume.
• Usage Rate: 12.3 L/d (drain-slow, band 54.8L over 4.5d, 36 pts)
10/03/2026 14:52:28 1,317.06 1,313.34 12.4 Valid Immediate GOOD
• Smoothing: Window [1,311.39, 1,317.06, 1,315.29] -> Median: 1,315.29
• Monotonic Logic: Rejected small rise of 1.9L. Future plummeted back to baseline inside window (1.6d). Clamped to 1,313.3
• Usage Rate: 12.4 L/d (drain-slow, band 55.4L over 4.6d, 37 pts)
10/03/2026 17:52:50 1,315.29 1,313.34 12.1 Valid Immediate GOOD
• Smoothing: Window [1,317.06, 1,315.29, 1,309.45] -> Median: 1,315.29
• Monotonic Logic: Rejected small rise of 1.9L. Future plummeted back to baseline inside window (1.5d). Clamped to 1,313.3
• Usage Rate: 12.1 L/d (drain-slow, band 56.9L over 4.8d, 38 pts)
10/03/2026 20:53:12 1,309.45 1,309.45 12.2 Valid Immediate GOOD
• Smoothing: Window [1,315.29, 1,309.45, 1,307.50] -> Median: 1,309.45
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 12.2 L/d (drain-slow, band 58.4L over 4.9d, 39 pts)
10/03/2026 23:53:35 1,307.50 1,307.50 0.0 Valid Immediate GOOD
• Smoothing: Window [1,309.45, 1,307.50, 1,305.55] -> Median: 1,307.50
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 0.0 L/d (flat, band 59.8L over 5.0d, 40 pts)
11/03/2026 02:53:56 1,305.55 1,307.50 12.0 Valid Immediate GOOD
• Smoothing: Window [1,307.50, 1,305.55, 1,307.50] -> Median: 1,307.50
• Stability Filter: No change in volume.
• Usage Rate: 12.0 L/d (drain-slow, band 59.6L over 5.1d, 41 pts)
11/03/2026 05:54:17 1,307.50 1,305.55 12.0 Valid Immediate GOOD
• Smoothing: Window [1,305.55, 1,307.50, 1,301.66] -> Median: 1,305.55
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 12.0 L/d (drain-slow, band 60.9L over 5.3d, 42 pts)
11/03/2026 08:54:37 1,301.66 1,301.66 11.8 Valid Immediate GOOD
• Smoothing: Window [1,307.50, 1,301.66, 1,299.71] -> Median: 1,301.66
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 11.8 L/d (drain-slow, band 62.2L over 5.4d, 43 pts)
11/03/2026 11:54:58 1,299.71 1,299.71 11.9 Valid Immediate GOOD
• Smoothing: Window [1,301.66, 1,299.71, 1,299.71] -> Median: 1,299.71
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 11.9 L/d (drain-slow, band 63.5L over 5.5d, 44 pts)
11/03/2026 14:55:23 1,299.71 1,299.71 11.6 Valid Immediate GOOD
• Smoothing: Window [1,299.71, 1,299.71, 1,295.82] -> Median: 1,299.71
• Stability Filter: No change in volume.
• Usage Rate: 11.6 L/d (drain-slow, band 63.6L over 5.6d, 45 pts)
11/03/2026 17:55:48 1,295.82 1,299.71 11.7 Valid Immediate GOOD
• Smoothing: Window [1,299.71, 1,295.82, 1,299.71] -> Median: 1,299.71
• Stability Filter: No change in volume.
• Usage Rate: 11.7 L/d (drain-slow, band 64.1L over 5.8d, 46 pts)
11/03/2026 20:56:06 1,299.71 1,297.76 12.1 Valid Immediate GOOD
• Smoothing: Window [1,295.82, 1,299.71, 1,297.76] -> Median: 1,297.76
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 12.1 L/d (drain-slow, band 66.1L over 5.9d, 47 pts)
11/03/2026 23:56:28 1,297.76 1,297.76 11.6 Valid Immediate GOOD
• Smoothing: Window [1,299.71, 1,297.76, 1,297.76] -> Median: 1,297.76
• Stability Filter: No change in volume.
• Usage Rate: 11.6 L/d (drain-slow, band 68.6L over 6.0d, 48 pts)
12/03/2026 02:56:50 1,297.76 1,297.76 11.6 Valid Immediate GOOD
• Smoothing: Window [1,297.76, 1,297.76, 1,291.92] -> Median: 1,297.76
• Stability Filter: No change in volume.
• Usage Rate: 11.6 L/d (drain-slow, band 69.5L over 6.1d, 49 pts)
12/03/2026 05:57:13 1,291.92 1,291.92 11.3 Valid Immediate GOOD
• Smoothing: Window [1,297.76, 1,291.92, 1,288.21] -> Median: 1,291.92
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 11.3 L/d (drain-slow, band 69.0L over 6.3d, 50 pts)
12/03/2026 08:57:34 1,288.21 1,288.21 11.2 Valid Immediate GOOD
• Smoothing: Window [1,291.92, 1,288.21, 1,278.47] -> Median: 1,288.21
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 11.2 L/d (drain-slow, band 68.5L over 6.4d, 51 pts)
12/03/2026 11:57:53 1,278.47 1,282.37 11.2 Valid Immediate GOOD
• Smoothing: Window [1,288.21, 1,278.47, 1,282.37] -> Median: 1,282.37
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 11.2 L/d (drain-slow, band 70.1L over 6.5d, 52 pts)
12/03/2026 14:58:16 1,282.37 1,280.42 10.6 Valid Immediate GOOD
• Smoothing: Window [1,278.47, 1,282.37, 1,280.42] -> Median: 1,280.42
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 10.6 L/d (drain-slow, band 70.1L over 6.6d, 53 pts)
12/03/2026 17:58:37 1,280.42 1,280.42 10.7 Valid Immediate GOOD
• Smoothing: Window [1,282.37, 1,280.42, 1,274.58] -> Median: 1,280.42
• Stability Filter: No change in volume.
• Usage Rate: 10.7 L/d (drain-slow, band 71.3L over 6.8d, 54 pts)
12/03/2026 20:58:59 1,274.58 1,274.58 11.1 Valid Immediate GOOD
• Smoothing: Window [1,280.42, 1,274.58, 1,268.74] -> Median: 1,274.58
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 11.1 L/d (drain-slow, band 74.0L over 6.9d, 55 pts)
12/03/2026 23:59:22 1,268.74 1,272.63 11.4 Valid Immediate GOOD
• Smoothing: Window [1,274.58, 1,268.74, 1,272.63] -> Median: 1,272.63
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 11.4 L/d (drain-slow, band 77.3L over 7.0d, 56 pts)
13/03/2026 02:59:44 1,272.63 1,272.63 12.0 Valid Immediate GOOD
• Smoothing: Window [1,268.74, 1,272.63, 1,272.63] -> Median: 1,272.63
• Stability Filter: No change in volume.
• Usage Rate: 12.0 L/d (drain-slow, band 81.3L over 7.1d, 57 pts)
13/03/2026 03:00:02 1,272.63 1,272.63 12.0 Valid Immediate GOOD
• Smoothing: Window [1,272.63, 1,272.63, 1,265.02] -> Median: 1,272.63
• Stability Filter: No change in volume.
• Usage Rate: 12.0 L/d (drain-slow, band 85.2L over 7.1d, 58 pts)
13/03/2026 06:00:39 1,265.02 1,265.02 12.1 Valid Immediate GOOD
• Smoothing: Window [1,272.63, 1,265.02, 1,265.02] -> Median: 1,265.02
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 12.1 L/d (drain-slow, band 86.8L over 7.3d, 59 pts)
13/03/2026 06:00:56 1,265.02 1,265.02 12.5 Valid Immediate GOOD
• Smoothing: Window [1,265.02, 1,265.02, 1,259.18] -> Median: 1,265.02
• Stability Filter: No change in volume.
• Usage Rate: 12.5 L/d (drain-slow, band 88.5L over 7.3d, 60 pts)
13/03/2026 09:01:31 1,259.18 1,259.18 12.7 Valid Immediate GOOD
• Smoothing: Window [1,265.02, 1,259.18, 1,259.18] -> Median: 1,259.18
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 12.7 L/d (drain-slow, band 91.9L over 7.4d, 61 pts)
13/03/2026 12:01:52 1,259.18 1,259.18 12.6 Valid Immediate GOOD
• Smoothing: Window [1,259.18, 1,259.18, 1,261.13] -> Median: 1,259.18
• Stability Filter: No change in volume.
• Usage Rate: 12.6 L/d (drain-slow, band 93.3L over 7.5d, 62 pts)
13/03/2026 15:02:17 1,261.13 1,259.18 12.3 Valid Immediate GOOD
• Smoothing: Window [1,259.18, 1,261.13, 1,265.02] -> Median: 1,261.13
• Monotonic Logic: Rejected small rise of 1.9L. Future plummeted back to baseline inside window (1.3d). Clamped to 1,259.2
• Usage Rate: 12.3 L/d (drain-slow, band 93.2L over 7.6d, 63 pts)
13/03/2026 18:02:41 1,265.02 1,259.18 12.6 Valid Immediate GOOD
• Smoothing: Window [1,261.13, 1,265.02, 1,253.34] -> Median: 1,261.13
• Monotonic Logic: Rejected small rise of 1.9L. Future plummeted back to baseline inside window (1.1d). Clamped to 1,259.2
• Usage Rate: 12.6 L/d (drain-slow, band 95.6L over 7.8d, 64 pts)
13/03/2026 21:03:10 1,253.34 1,253.34 12.9 Valid Immediate GOOD
• Smoothing: Window [1,265.02, 1,253.34, 1,251.39] -> Median: 1,253.34
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 12.9 L/d (drain-slow, band 98.7L over 7.9d, 65 pts)
14/03/2026 00:03:33 1,251.39 1,251.39 12.7 Valid Immediate GOOD
• Smoothing: Window [1,253.34, 1,251.39, 1,251.39] -> Median: 1,251.39
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 12.7 L/d (drain-slow, band 99.8L over 8.0d, 66 pts)
14/03/2026 03:03:55 1,251.39 1,251.39 12.5 Valid Immediate GOOD
• Smoothing: Window [1,251.39, 1,251.39, 1,245.55] -> Median: 1,251.39
• Stability Filter: No change in volume.
• Usage Rate: 12.5 L/d (drain-slow, band 99.5L over 8.1d, 67 pts)
14/03/2026 06:04:23 1,245.55 1,245.55 12.3 Valid Immediate GOOD
• Smoothing: Window [1,251.39, 1,245.55, 1,243.60] -> Median: 1,245.55
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 12.3 L/d (drain-slow, band 100.4L over 8.3d, 68 pts)
14/03/2026 12:05:15 1,243.60 1,245.55 12.3 Valid Immediate GOOD
• Smoothing: Window [1,245.55, 1,243.60, 1,245.55] -> Median: 1,245.55
• Stability Filter: No change in volume.
• Usage Rate: 12.3 L/d (drain-slow, band 103.2L over 8.5d, 69 pts)
14/03/2026 15:05:36 1,245.55 1,243.60 12.2 Valid Immediate GOOD
• Smoothing: Window [1,243.60, 1,245.55, 1,243.60] -> Median: 1,243.60
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 12.2 L/d (drain-slow, band 104.4L over 8.6d, 70 pts)
14/03/2026 18:06:05 1,243.60 1,243.60 12.4 Valid Immediate GOOD
• Smoothing: Window [1,245.55, 1,243.60, 1,237.94] -> Median: 1,243.60
• Stability Filter: No change in volume.
• Usage Rate: 12.4 L/d (drain-slow, band 104.1L over 8.8d, 71 pts)
14/03/2026 21:06:43 1,237.94 1,237.94 12.6 Valid Immediate GOOD
• Smoothing: Window [1,243.60, 1,237.94, 1,235.99] -> Median: 1,237.94
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 12.6 L/d (drain-slow, band 109.3L over 8.9d, 72 pts)
15/03/2026 03:07:49 1,235.99 1,235.99 12.2 Valid Immediate GOOD
• Smoothing: Window [1,237.94, 1,235.99, 1,234.04] -> Median: 1,235.99
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 12.2 L/d (drain-slow, band 111.5L over 9.1d, 73 pts)
15/03/2026 06:08:17 1,234.04 1,234.04 0.0 Valid Immediate GOOD
• Smoothing: Window [1,235.99, 1,234.04, 1,228.20] -> Median: 1,234.04
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 0.0 L/d (flat, band 111.9L over 9.3d, 74 pts)
15/03/2026 09:08:39 1,228.20 1,228.20 12.5 Valid Immediate GOOD
• Smoothing: Window [1,234.04, 1,228.20, 1,226.26] -> Median: 1,228.20
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 12.5 L/d (drain-slow, band 115.4L over 9.4d, 75 pts)
15/03/2026 12:09:02 1,226.26 1,226.26 0.0 Valid Immediate GOOD
• Smoothing: Window [1,228.20, 1,226.26, 1,222.36] -> Median: 1,226.26
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 0.0 L/d (flat, band 117.7L over 9.5d, 76 pts)
15/03/2026 15:09:28 1,222.36 1,226.26 12.4 Valid Immediate GOOD
• Smoothing: Window [1,226.26, 1,222.36, 1,226.26] -> Median: 1,226.26
• Stability Filter: No change in volume.
• Usage Rate: 12.4 L/d (drain-slow, band 118.5L over 9.6d, 77 pts)
15/03/2026 18:09:49 1,226.26 1,226.26 0.0 Valid Immediate GOOD
• Smoothing: Window [1,222.36, 1,226.26, 1,226.26] -> Median: 1,226.26
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 119.7L over 9.8d, 78 pts)
15/03/2026 21:10:11 1,226.26 1,226.26 12.4 Valid Immediate GOOD
• Smoothing: Window [1,226.26, 1,226.26, 1,220.42] -> Median: 1,226.26
• Stability Filter: No change in volume.
• Usage Rate: 12.4 L/d (drain-slow, band 120.8L over 9.9d, 79 pts)
16/03/2026 00:10:35 1,220.42 1,222.36 12.6 Valid Immediate GOOD
• Smoothing: Window [1,226.26, 1,220.42, 1,222.36] -> Median: 1,222.36
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 12.6 L/d (drain-slow, band 125.5L over 10.0d, 80 pts)
16/03/2026 03:10:58 1,222.36 1,220.42 12.6 Valid Immediate GOOD
• Smoothing: Window [1,220.42, 1,222.36, 1,218.65] -> Median: 1,220.42
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 12.6 L/d (drain-slow, band 127.3L over 10.1d, 81 pts)
16/03/2026 06:11:17 1,218.65 1,218.65 12.9 Valid Immediate GOOD
• Smoothing: Window [1,222.36, 1,218.65, 1,212.80] -> Median: 1,218.65
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 12.9 L/d (drain-slow, band 128.7L over 10.3d, 82 pts)
16/03/2026 09:11:39 1,212.80 1,214.75 13.0 Valid Immediate GOOD
• Smoothing: Window [1,218.65, 1,212.80, 1,214.75] -> Median: 1,214.75
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 13.0 L/d (drain-slow, band 133.2L over 10.4d, 83 pts)
16/03/2026 12:12:03 1,214.75 1,212.80 13.0 Valid Immediate GOOD
• Smoothing: Window [1,212.80, 1,214.75, 1,210.86] -> Median: 1,212.80
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 13.0 L/d (drain-slow, band 135.5L over 10.5d, 84 pts)
16/03/2026 15:12:24 1,210.86 1,212.80 12.9 Valid Immediate GOOD
• Smoothing: Window [1,214.75, 1,210.86, 1,212.80] -> Median: 1,212.80
• Stability Filter: No change in volume.
• Usage Rate: 12.9 L/d (drain-slow, band 135.7L over 10.6d, 85 pts)
16/03/2026 18:12:46 1,212.80 1,210.86 12.7 Valid Immediate GOOD
• Smoothing: Window [1,210.86, 1,212.80, 1,206.96] -> Median: 1,210.86
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 12.7 L/d (drain-slow, band 135.4L over 10.8d, 86 pts)
17/03/2026 00:14:04 1,206.96 1,206.96 12.8 Valid Immediate GOOD
• Smoothing: Window [1,212.80, 1,206.96, 1,206.96] -> Median: 1,206.96
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 12.8 L/d (drain-slow, band 136.6L over 11.0d, 87 pts)
17/03/2026 03:14:25 1,206.96 1,206.96 12.5 Valid Immediate GOOD
• Smoothing: Window [1,206.96, 1,206.96, 1,206.96] -> Median: 1,206.96
• Stability Filter: No change in volume.
• Usage Rate: 12.5 L/d (drain-slow, band 138.7L over 11.1d, 88 pts)
17/03/2026 06:14:46 1,206.96 1,206.96 12.4 Valid Immediate GOOD
• Smoothing: Window [1,206.96, 1,206.96, 1,199.18] -> Median: 1,206.96
• Stability Filter: No change in volume.
• Usage Rate: 12.4 L/d (drain-slow, band 138.7L over 11.3d, 89 pts)
17/03/2026 12:15:27 1,199.18 1,203.07 12.3 Valid Immediate GOOD
• Smoothing: Window [1,206.96, 1,199.18, 1,203.07] -> Median: 1,203.07
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 12.3 L/d (drain-slow, band 140.1L over 11.5d, 90 pts)
17/03/2026 15:15:51 1,203.07 1,203.07 12.4 Valid Immediate GOOD
• Smoothing: Window [1,199.18, 1,203.07, 1,205.02] -> Median: 1,203.07
• Stability Filter: No change in volume.
• Usage Rate: 12.4 L/d (drain-slow, band 141.4L over 11.7d, 91 pts)
17/03/2026 18:16:14 1,205.02 1,203.07 12.6 Valid Immediate GOOD
• Smoothing: Window [1,203.07, 1,205.02, 1,193.51] -> Median: 1,203.07
• Stability Filter: No change in volume.
• Usage Rate: 12.6 L/d (drain-slow, band 144.8L over 11.8d, 92 pts)
17/03/2026 21:16:39 1,193.51 1,199.18 12.4 Valid Immediate GOOD
• Smoothing: Window [1,205.02, 1,193.51, 1,199.18] -> Median: 1,199.18
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 12.4 L/d (drain-slow, band 146.5L over 11.9d, 93 pts)
18/03/2026 00:16:59 1,199.18 1,197.23 12.2 Valid Immediate GOOD
• Smoothing: Window [1,193.51, 1,199.18, 1,197.23] -> Median: 1,197.23
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 12.2 L/d (drain-slow, band 146.7L over 12.0d, 94 pts)
18/03/2026 03:17:23 1,197.23 1,197.23 12.3 Valid Immediate GOOD
• Smoothing: Window [1,199.18, 1,197.23, 1,195.46] -> Median: 1,197.23
• Stability Filter: No change in volume.
• Usage Rate: 12.3 L/d (drain-slow, band 147.7L over 12.2d, 95 pts)
18/03/2026 06:17:56 1,195.46 1,195.46 12.5 Valid Immediate GOOD
• Smoothing: Window [1,197.23, 1,195.46, 1,193.51] -> Median: 1,195.46
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 12.5 L/d (drain-slow, band 150.3L over 12.3d, 96 pts)
18/03/2026 12:18:34 1,193.51 1,193.51 12.2 Valid Immediate GOOD
• Smoothing: Window [1,195.46, 1,193.51, 1,191.56] -> Median: 1,193.51
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 12.2 L/d (drain-slow, band 152.0L over 12.5d, 97 pts)
18/03/2026 15:18:56 1,191.56 1,193.51 12.0 Valid Immediate GOOD
• Smoothing: Window [1,193.51, 1,191.56, 1,193.51] -> Median: 1,193.51
• Stability Filter: No change in volume.
• Usage Rate: 12.0 L/d (drain-slow, band 151.9L over 12.7d, 98 pts)
18/03/2026 18:19:24 1,193.51 1,191.56 12.0 Valid Immediate GOOD
• Smoothing: Window [1,191.56, 1,193.51, 1,187.67] -> Median: 1,191.56
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 12.0 L/d (drain-slow, band 152.1L over 12.8d, 99 pts)
18/03/2026 21:19:45 1,187.67 1,187.67 12.0 Valid Immediate GOOD
• Smoothing: Window [1,193.51, 1,187.67, 1,187.67] -> Median: 1,187.67
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 12.0 L/d (drain-slow, band 153.7L over 12.9d, 100 pts)
19/03/2026 00:20:07 1,187.67 1,187.67 12.1 Valid Immediate GOOD
• Smoothing: Window [1,187.67, 1,187.67, 1,187.67] -> Median: 1,187.67
• Stability Filter: No change in volume.
• Usage Rate: 12.1 L/d (drain-slow, band 155.2L over 13.0d, 101 pts)
19/03/2026 03:20:28 1,187.67 1,187.67 12.2 Valid Immediate GOOD
• Smoothing: Window [1,187.67, 1,187.67, 1,183.78] -> Median: 1,187.67
• Stability Filter: No change in volume.
• Usage Rate: 12.2 L/d (drain-slow, band 158.7L over 13.2d, 102 pts)
19/03/2026 06:20:46 1,183.78 1,187.67 0.0 Valid Immediate GOOD
• Smoothing: Window [1,187.67, 1,183.78, 1,183.78] -> Median: 1,183.78
• Stability Filter: Clamped minor wobble drop of 3.9L back to stable level. Future rebound returned near baseline in 0.5d after a short wobble.
• Usage Rate: 0.0 L/d (flat, band 159.1L over 13.3d, 103 pts)
19/03/2026 09:21:08 1,183.78 1,187.67 12.0 Valid Immediate GOOD
• Smoothing: Window [1,183.78, 1,183.78, 1,183.78] -> Median: 1,183.78
• Stability Filter: Clamped minor wobble drop of 3.9L back to stable level. Future rebound returned near baseline in 0.4d after a short wobble.
• Usage Rate: 12.0 L/d (drain-slow, band 160.5L over 13.4d, 104 pts)
19/03/2026 12:21:30 1,183.78 1,187.67 12.0 Valid Immediate GOOD
• Smoothing: Window [1,183.78, 1,183.78, 1,183.78] -> Median: 1,183.78
• Stability Filter: Clamped minor wobble drop of 3.9L back to stable level. Future rebound returned near baseline in 0.3d after a short wobble.
• Usage Rate: 12.0 L/d (drain-slow, band 162.1L over 13.5d, 105 pts)
19/03/2026 15:21:53 1,183.78 1,187.67 12.1 Valid Immediate GOOD
• Smoothing: Window [1,183.78, 1,183.78, 1,187.67] -> Median: 1,183.78
• Stability Filter: Clamped minor wobble drop of 3.9L back to stable level. Future rebound returned near baseline in 0.1d after a short wobble.
• Usage Rate: 12.1 L/d (drain-slow, band 163.8L over 13.7d, 106 pts)
19/03/2026 18:22:14 1,187.67 1,187.67 0.0 Valid Immediate GOOD
• Smoothing: Window [1,183.78, 1,187.67, 1,187.67] -> Median: 1,187.67
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 164.8L over 13.8d, 107 pts)
19/03/2026 21:22:42 1,187.67 1,187.67 0.0 Valid Immediate GOOD
• Smoothing: Window [1,187.67, 1,187.67, 1,179.88] -> Median: 1,187.67
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 164.8L over 13.9d, 108 pts)
20/03/2026 00:23:02 1,179.88 1,179.88 11.7 Valid Immediate GOOD
• Smoothing: Window [1,187.67, 1,179.88, 1,179.88] -> Median: 1,179.88
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 11.7 L/d (drain-slow, band 160.9L over 13.9d, 108 pts)
20/03/2026 03:23:25 1,179.88 1,179.88 11.7 Valid Immediate GOOD
• Smoothing: Window [1,179.88, 1,179.88, 1,181.83] -> Median: 1,179.88
• Stability Filter: No change in volume.
• Usage Rate: 11.7 L/d (drain-slow, band 161.5L over 13.9d, 108 pts)
20/03/2026 06:23:46 1,181.83 1,179.88 11.8 Valid Immediate GOOD
• Smoothing: Window [1,179.88, 1,181.83, 1,179.88] -> Median: 1,179.88
• Stability Filter: No change in volume.
• Usage Rate: 11.8 L/d (drain-slow, band 163.1L over 13.9d, 108 pts)
20/03/2026 09:24:07 1,179.88 1,179.88 11.6 Valid Immediate GOOD
• Smoothing: Window [1,181.83, 1,179.88, 1,172.09] -> Median: 1,179.88
• Stability Filter: No change in volume.
• Usage Rate: 11.6 L/d (drain-slow, band 161.4L over 13.9d, 108 pts)
20/03/2026 12:24:32 1,172.09 1,172.09 11.3 Valid Immediate GOOD
• Smoothing: Window [1,179.88, 1,172.09, 1,172.09] -> Median: 1,172.09
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 11.3 L/d (drain-slow, band 156.4L over 13.9d, 108 pts)
20/03/2026 15:24:56 1,172.09 1,172.09 0.0 Valid Immediate GOOD
• Smoothing: Window [1,172.09, 1,172.09, 1,174.04] -> Median: 1,172.09
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 154.5L over 13.9d, 108 pts)
20/03/2026 21:25:43 1,174.04 1,172.09 11.0 Valid Immediate GOOD
• Smoothing: Window [1,172.09, 1,174.04, 1,172.09] -> Median: 1,172.09
• Stability Filter: No change in volume.
• Usage Rate: 11.0 L/d (drain-slow, band 150.2L over 13.9d, 107 pts)
21/03/2026 00:26:04 1,172.09 1,172.09 0.0 Valid Immediate GOOD
• Smoothing: Window [1,174.04, 1,172.09, 1,170.32] -> Median: 1,172.09
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 151.9L over 13.9d, 107 pts)
21/03/2026 06:26:54 1,170.32 1,170.32 10.8 Valid Immediate GOOD
• Smoothing: Window [1,172.09, 1,170.32, 1,162.54] -> Median: 1,170.32
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 10.8 L/d (drain-slow, band 149.5L over 13.9d, 106 pts)
21/03/2026 09:27:16 1,162.54 1,162.54 10.7 Valid Immediate GOOD
• Smoothing: Window [1,170.32, 1,162.54, 1,160.59] -> Median: 1,162.54
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 10.7 L/d (drain-slow, band 147.8L over 13.9d, 106 pts)
21/03/2026 12:27:42 1,160.59 1,162.54 10.8 Valid Immediate GOOD
• Smoothing: Window [1,162.54, 1,160.59, 1,162.54] -> Median: 1,162.54
• Stability Filter: No change in volume.
• Usage Rate: 10.8 L/d (drain-slow, band 147.1L over 13.8d, 106 pts)
21/03/2026 15:28:02 1,162.54 1,160.59 10.8 Valid Immediate GOOD
• Smoothing: Window [1,160.59, 1,162.54, 1,156.70] -> Median: 1,160.59
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 10.8 L/d (drain-slow, band 148.7L over 13.9d, 107 pts)
21/03/2026 18:28:24 1,156.70 1,160.59 0.0 Valid Immediate GOOD
• Smoothing: Window [1,162.54, 1,156.70, 1,160.59] -> Median: 1,160.59
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 149.2L over 13.9d, 107 pts)
21/03/2026 21:28:44 1,160.59 1,156.70 10.7 Valid Immediate GOOD
• Smoothing: Window [1,156.70, 1,160.59, 1,156.70] -> Median: 1,156.70
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 10.7 L/d (drain-slow, band 146.3L over 13.9d, 107 pts)
22/03/2026 00:29:10 1,156.70 1,156.70 10.8 Valid Immediate GOOD
• Smoothing: Window [1,160.59, 1,156.70, 1,158.64] -> Median: 1,158.64
• Monotonic Logic: Rejected small rise of 1.9L. Future plummeted back to baseline inside window (1.1d). Clamped to 1,156.7
• Usage Rate: 10.8 L/d (drain-slow, band 146.8L over 13.9d, 107 pts)
22/03/2026 03:29:30 1,158.64 1,156.70 10.9 Valid Immediate GOOD
• Smoothing: Window [1,156.70, 1,158.64, 1,148.91] -> Median: 1,156.70
• Stability Filter: No change in volume.
• Usage Rate: 10.9 L/d (drain-slow, band 149.0L over 13.9d, 107 pts)
22/03/2026 09:30:14 1,148.91 1,148.91 10.7 Valid Immediate GOOD
• Smoothing: Window [1,158.64, 1,148.91, 1,147.14] -> Median: 1,148.91
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 10.7 L/d (drain-slow, band 147.9L over 13.9d, 106 pts)
22/03/2026 18:31:39 1,147.14 1,147.14 10.6 Valid Immediate GOOD
• Smoothing: Window [1,148.91, 1,147.14, 1,145.19] -> Median: 1,147.14
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 10.6 L/d (drain-slow, band 146.3L over 13.9d, 104 pts)
22/03/2026 21:32:05 1,145.19 1,147.14 10.6 Valid Immediate GOOD
• Smoothing: Window [1,147.14, 1,145.19, 1,147.14] -> Median: 1,147.14
• Stability Filter: No change in volume.
• Usage Rate: 10.6 L/d (drain-slow, band 145.7L over 13.9d, 104 pts)
23/03/2026 00:32:25 1,147.14 1,145.19 11.0 Valid Immediate GOOD
• Smoothing: Window [1,145.19, 1,147.14, 1,135.46] -> Median: 1,145.19
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 11.0 L/d (drain-slow, band 149.8L over 13.9d, 104 pts)
23/03/2026 03:32:45 1,135.46 1,139.35 0.0 Valid Immediate GOOD
• Smoothing: Window [1,147.14, 1,135.46, 1,139.35] -> Median: 1,139.35
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 0.0 L/d (flat, band 150.8L over 13.9d, 104 pts)
23/03/2026 06:33:12 1,139.35 1,135.46 11.0 Valid Immediate GOOD
• Smoothing: Window [1,135.46, 1,139.35, 1,133.51] -> Median: 1,135.46
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 11.0 L/d (drain-slow, band 151.6L over 13.9d, 104 pts)
23/03/2026 09:33:34 1,133.51 1,135.46 10.8 Valid Immediate GOOD
• Smoothing: Window [1,139.35, 1,133.51, 1,135.46] -> Median: 1,135.46
• Stability Filter: No change in volume.
• Usage Rate: 10.8 L/d (drain-slow, band 150.2L over 13.9d, 104 pts)
23/03/2026 12:34:01 1,135.46 1,135.46 10.8 Valid Immediate GOOD
• Smoothing: Window [1,133.51, 1,135.46, 1,133.51] -> Median: 1,133.51
• Stability Filter: Median artifact detected. Rescued Raw Value (1,135.5L).
• Usage Rate: 10.8 L/d (drain-slow, band 149.6L over 13.9d, 104 pts)
23/03/2026 15:34:20 1,133.51 1,135.46 10.8 Valid Immediate GOOD
• Smoothing: Window [1,135.46, 1,133.51, 1,137.40] -> Median: 1,135.46
• Stability Filter: No change in volume.
• Usage Rate: 10.8 L/d (drain-slow, band 150.2L over 13.9d, 104 pts)
23/03/2026 18:34:41 1,137.40 1,133.51 10.8 Valid Immediate GOOD
• Smoothing: Window [1,133.51, 1,137.40, 1,131.56] -> Median: 1,133.51
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 10.8 L/d (drain-slow, band 150.2L over 13.9d, 104 pts)
23/03/2026 21:35:03 1,131.56 1,131.56 11.3 Valid Immediate GOOD
• Smoothing: Window [1,137.40, 1,131.56, 1,129.61] -> Median: 1,131.56
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 11.3 L/d (drain-slow, band 153.1L over 13.9d, 104 pts)
24/03/2026 00:35:26 1,129.61 1,131.56 11.1 Valid Immediate GOOD
• Smoothing: Window [1,131.56, 1,129.61, 1,131.56] -> Median: 1,131.56
• Stability Filter: No change in volume.
• Usage Rate: 11.1 L/d (drain-slow, band 153.4L over 13.9d, 104 pts)
24/03/2026 03:35:47 1,131.56 1,129.61 0.0 Valid Immediate GOOD
• Smoothing: Window [1,129.61, 1,131.56, 1,125.72] -> Median: 1,129.61
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 0.0 L/d (flat, band 152.6L over 13.9d, 104 pts)
24/03/2026 06:36:09 1,125.72 1,127.67 11.1 Valid Immediate GOOD
• Smoothing: Window [1,131.56, 1,125.72, 1,127.67] -> Median: 1,127.67
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 11.1 L/d (drain-slow, band 153.9L over 13.9d, 104 pts)
24/03/2026 09:36:31 1,127.67 1,125.72 11.5 Valid Immediate GOOD
• Smoothing: Window [1,125.72, 1,127.67, 1,123.95] -> Median: 1,125.72
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 11.5 L/d (drain-slow, band 158.0L over 13.9d, 104 pts)
24/03/2026 12:36:51 1,123.95 1,125.72 11.5 Valid Immediate GOOD
• Smoothing: Window [1,127.67, 1,123.95, 1,118.29] -> Median: 1,123.95
• Stability Filter: Clamped minor wobble drop of 1.8L back to stable level. Future rebound returned near baseline in 0.3d after a short wobble.
• Usage Rate: 11.5 L/d (drain-slow, band 159.8L over 13.9d, 104 pts)
24/03/2026 15:37:14 1,118.29 1,125.72 11.7 Valid Immediate GOOD
• Smoothing: Window [1,123.95, 1,118.29, 1,125.72] -> Median: 1,123.95
• Stability Filter: Clamped minor wobble drop of 1.8L back to stable level. Future rebound returned near baseline in 0.1d after a short wobble.
• Usage Rate: 11.7 L/d (drain-slow, band 161.1L over 13.9d, 104 pts)
24/03/2026 18:37:42 1,125.72 1,125.72 11.5 Valid Immediate GOOD
• Smoothing: Window [1,118.29, 1,125.72, 1,127.67] -> Median: 1,125.72
• Stability Filter: No change in volume.
• Usage Rate: 11.5 L/d (drain-slow, band 159.2L over 13.9d, 104 pts)
24/03/2026 21:38:09 1,127.67 1,125.72 11.4 Valid Immediate GOOD
• Smoothing: Window [1,125.72, 1,127.67, 1,114.75] -> Median: 1,125.72
• Stability Filter: No change in volume.
• Usage Rate: 11.4 L/d (drain-slow, band 156.7L over 13.9d, 104 pts)
25/03/2026 00:38:35 1,114.75 1,122.00 11.1 Valid Immediate GOOD
• Smoothing: Window [1,127.67, 1,114.75, 1,122.00] -> Median: 1,122.00
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 11.1 L/d (drain-slow, band 152.9L over 13.9d, 104 pts)
25/03/2026 06:39:12 1,122.00 1,116.52 10.7 Valid Immediate GOOD
• Smoothing: Window [1,114.75, 1,122.00, 1,116.52] -> Median: 1,116.52
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 10.7 L/d (drain-slow, band 148.1L over 13.9d, 103 pts)
25/03/2026 09:39:35 1,116.52 1,116.52 10.6 Valid Immediate GOOD
• Smoothing: Window [1,122.00, 1,116.52, 1,113.15] -> Median: 1,116.52
• Stability Filter: No change in volume.
• Usage Rate: 10.6 L/d (drain-slow, band 146.1L over 13.9d, 103 pts)
25/03/2026 12:39:56 1,113.15 1,113.15 10.4 Valid Immediate GOOD
• Smoothing: Window [1,116.52, 1,113.15, 1,111.38] -> Median: 1,113.15
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 10.4 L/d (drain-slow, band 144.2L over 13.9d, 103 pts)
25/03/2026 15:40:19 1,111.38 1,113.15 10.4 Valid Immediate GOOD
• Smoothing: Window [1,113.15, 1,111.38, 1,114.75] -> Median: 1,113.15
• Stability Filter: No change in volume.
• Usage Rate: 10.4 L/d (drain-slow, band 144.6L over 13.9d, 103 pts)
25/03/2026 18:40:39 1,114.75 1,113.15 10.4 Valid Immediate GOOD
• Smoothing: Window [1,111.38, 1,114.75, 1,120.06] -> Median: 1,114.75
• Monotonic Logic: Rejected small rise of 1.6L. Future plummeted back to baseline inside window (1.6d). Clamped to 1,113.2
• Usage Rate: 10.4 L/d (drain-slow, band 144.2L over 13.9d, 103 pts)
25/03/2026 21:41:01 1,120.06 1,113.15 10.3 Valid Immediate GOOD
• Smoothing: Window [1,114.75, 1,120.06, 1,109.61] -> Median: 1,114.75
• Monotonic Logic: Rejected small rise of 1.6L. Future plummeted back to baseline inside window (1.5d). Clamped to 1,113.2
• Usage Rate: 10.3 L/d (drain-slow, band 141.9L over 13.9d, 103 pts)
26/03/2026 00:41:22 1,109.61 1,113.15 0.0 Valid Immediate GOOD
• Smoothing: Window [1,120.06, 1,109.61, 1,113.15] -> Median: 1,113.15
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 139.3L over 13.9d, 103 pts)
26/03/2026 03:41:43 1,113.15 1,109.61 10.1 Valid Immediate GOOD
• Smoothing: Window [1,109.61, 1,113.15, 1,109.61] -> Median: 1,109.61
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 10.1 L/d (drain-slow, band 140.7L over 13.9d, 103 pts)
26/03/2026 06:42:03 1,109.61 1,109.61 10.3 Valid Immediate GOOD
• Smoothing: Window [1,113.15, 1,109.61, 1,100.94] -> Median: 1,109.61
• Stability Filter: No change in volume.
• Usage Rate: 10.3 L/d (drain-slow, band 141.8L over 13.9d, 103 pts)
26/03/2026 09:42:22 1,100.94 1,106.07 10.1 Valid Immediate GOOD
• Smoothing: Window [1,109.61, 1,100.94, 1,106.07] -> Median: 1,106.07
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 10.1 L/d (drain-slow, band 140.3L over 13.9d, 103 pts)
26/03/2026 15:43:12 1,106.07 1,100.94 10.2 Valid Immediate GOOD
• Smoothing: Window [1,100.94, 1,106.07, 1,100.94] -> Median: 1,100.94
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 10.2 L/d (drain-slow, band 140.1L over 13.9d, 102 pts)
26/03/2026 18:43:40 1,100.94 1,100.94 10.1 Valid Immediate GOOD
• Smoothing: Window [1,106.07, 1,100.94, 1,102.71] -> Median: 1,102.71
• Monotonic Logic: Rejected small rise of 1.8L. Future plummeted back to baseline inside window (1.9d). Clamped to 1,100.9
• Usage Rate: 10.1 L/d (drain-slow, band 136.4L over 13.9d, 102 pts)
26/03/2026 21:43:58 1,102.71 1,100.94 9.9 Valid Immediate GOOD
• Smoothing: Window [1,100.94, 1,102.71, 1,100.94] -> Median: 1,100.94
• Stability Filter: No change in volume.
• Usage Rate: 9.9 L/d (drain-slow, band 136.5L over 13.9d, 102 pts)
27/03/2026 03:44:38 1,100.94 1,100.94 9.5 Valid Immediate GOOD
• Smoothing: Window [1,102.71, 1,100.94, 1,099.17] -> Median: 1,100.94
• Stability Filter: No change in volume.
• Usage Rate: 9.5 L/d (drain-slow, band 131.0L over 13.9d, 100 pts)
27/03/2026 06:44:58 1,099.17 1,099.17 0.0 Valid Immediate GOOD
• Smoothing: Window [1,100.94, 1,099.17, 1,092.27] -> Median: 1,099.17
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 0.0 L/d (flat, band 130.4L over 13.9d, 99 pts)
27/03/2026 09:45:22 1,092.27 1,095.81 9.2 Valid Immediate GOOD
• Smoothing: Window [1,099.17, 1,092.27, 1,095.81] -> Median: 1,095.81
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 9.2 L/d (drain-slow, band 126.3L over 13.9d, 99 pts)
27/03/2026 12:45:50 1,095.81 1,095.81 9.1 Valid Immediate GOOD
• Smoothing: Window [1,092.27, 1,095.81, 1,097.58] -> Median: 1,095.81
• Stability Filter: No change in volume.
• Usage Rate: 9.1 L/d (drain-slow, band 125.4L over 13.9d, 99 pts)
27/03/2026 15:46:08 1,097.58 1,095.81 9.0 Valid Immediate GOOD
• Smoothing: Window [1,095.81, 1,097.58, 1,095.81] -> Median: 1,095.81
• Stability Filter: No change in volume.
• Usage Rate: 9.0 L/d (drain-slow, band 124.8L over 13.9d, 99 pts)
27/03/2026 18:46:28 1,095.81 1,095.81 8.9 Valid Immediate GOOD
• Smoothing: Window [1,097.58, 1,095.81, 1,094.04] -> Median: 1,095.81
• Stability Filter: No change in volume.
• Usage Rate: 8.9 L/d (drain-slow, band 120.5L over 13.9d, 99 pts)
27/03/2026 21:46:50 1,094.04 1,094.04 8.8 Valid Immediate GOOD
• Smoothing: Window [1,095.81, 1,094.04, 1,094.04] -> Median: 1,094.04
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 8.8 L/d (drain-slow, band 121.2L over 13.9d, 99 pts)
28/03/2026 00:47:14 1,094.04 1,094.04 8.9 Valid Immediate GOOD
• Smoothing: Window [1,094.04, 1,094.04, 1,094.04] -> Median: 1,094.04
• Stability Filter: No change in volume.
• Usage Rate: 8.9 L/d (drain-slow, band 123.9L over 13.9d, 99 pts)
28/03/2026 03:47:34 1,094.04 1,094.04 0.0 Valid Immediate GOOD
• Smoothing: Window [1,094.04, 1,094.04, 1,088.90] -> Median: 1,094.04
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 125.3L over 13.9d, 99 pts)
28/03/2026 06:47:55 1,088.90 1,088.90 9.0 Valid Immediate GOOD
• Smoothing: Window [1,094.04, 1,088.90, 1,085.36] -> Median: 1,088.90
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 9.0 L/d (drain-slow, band 122.2L over 13.8d, 99 pts)
28/03/2026 09:48:15 1,085.36 1,085.36 8.9 Valid Immediate GOOD
• Smoothing: Window [1,088.90, 1,085.36, 1,083.59] -> Median: 1,085.36
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 8.9 L/d (drain-slow, band 122.0L over 13.9d, 100 pts)
28/03/2026 12:48:39 1,083.59 1,085.36 8.9 Valid Immediate GOOD
• Smoothing: Window [1,085.36, 1,083.59, 1,087.13] -> Median: 1,085.36
• Stability Filter: No change in volume.
• Usage Rate: 8.9 L/d (drain-slow, band 123.4L over 13.9d, 100 pts)
28/03/2026 15:48:59 1,087.13 1,083.59 9.0 Valid Immediate GOOD
• Smoothing: Window [1,083.59, 1,087.13, 1,083.59] -> Median: 1,083.59
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 9.0 L/d (drain-slow, band 123.2L over 13.9d, 100 pts)
28/03/2026 18:49:34 1,083.59 1,083.59 8.9 Valid Immediate GOOD
• Smoothing: Window [1,087.13, 1,083.59, 1,082.00] -> Median: 1,083.59
• Stability Filter: No change in volume.
• Usage Rate: 8.9 L/d (drain-slow, band 123.0L over 13.9d, 100 pts)
28/03/2026 21:49:55 1,082.00 1,082.00 8.8 Valid Immediate GOOD
• Smoothing: Window [1,083.59, 1,082.00, 1,080.23] -> Median: 1,082.00
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 8.8 L/d (drain-slow, band 119.5L over 13.8d, 100 pts)
29/03/2026 00:50:17 1,080.23 1,082.00 8.8 Valid Immediate GOOD
• Smoothing: Window [1,082.00, 1,080.23, 1,083.59] -> Median: 1,082.00
• Stability Filter: No change in volume.
• Usage Rate: 8.8 L/d (drain-slow, band 120.7L over 13.9d, 101 pts)
29/03/2026 03:50:40 1,083.59 1,082.00 8.6 Valid Immediate GOOD
• Smoothing: Window [1,080.23, 1,083.59, 1,082.00] -> Median: 1,082.00
• Stability Filter: No change in volume.
• Usage Rate: 8.6 L/d (drain-slow, band 118.8L over 13.9d, 101 pts)
29/03/2026 06:51:06 1,082.00 1,082.00 8.6 Valid Immediate GOOD
• Smoothing: Window [1,083.59, 1,082.00, 1,076.69] -> Median: 1,082.00
• Stability Filter: No change in volume.
• Usage Rate: 8.6 L/d (drain-slow, band 118.8L over 13.9d, 101 pts)
29/03/2026 09:51:28 1,076.69 1,076.69 8.7 Valid Immediate GOOD
• Smoothing: Window [1,082.00, 1,076.69, 1,076.69] -> Median: 1,076.69
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 8.7 L/d (drain-slow, band 118.6L over 13.9d, 101 pts)
29/03/2026 12:51:54 1,076.69 1,076.69 8.7 Valid Immediate GOOD
• Smoothing: Window [1,076.69, 1,076.69, 1,074.92] -> Median: 1,076.69
• Stability Filter: No change in volume.
• Usage Rate: 8.7 L/d (drain-slow, band 118.1L over 13.9d, 101 pts)
29/03/2026 15:52:18 1,074.92 1,076.69 8.7 Valid Immediate GOOD
• Smoothing: Window [1,076.69, 1,074.92, 1,073.33] -> Median: 1,074.92
• Stability Filter: Clamped minor wobble drop of 1.8L back to stable level. Future rebound returned near baseline in 0.4d after a short wobble.
• Usage Rate: 8.7 L/d (drain-slow, band 119.8L over 13.9d, 101 pts)
29/03/2026 18:52:37 1,073.33 1,076.69 8.8 Valid Immediate GOOD
• Smoothing: Window [1,074.92, 1,073.33, 1,076.69] -> Median: 1,074.92
• Stability Filter: Clamped minor wobble drop of 1.8L back to stable level. Future rebound returned near baseline in 0.3d after a short wobble.
• Usage Rate: 8.8 L/d (drain-slow, band 121.6L over 13.9d, 101 pts)
29/03/2026 21:52:55 1,076.69 1,076.69 8.8 Valid Immediate GOOD
• Smoothing: Window [1,073.33, 1,076.69, 1,073.33] -> Median: 1,073.33
• Stability Filter: Median artifact detected. Rescued Raw Value (1,076.7L).
• Usage Rate: 8.8 L/d (drain-slow, band 121.4L over 13.9d, 101 pts)
30/03/2026 00:53:16 1,073.33 1,076.69 8.7 Valid Immediate GOOD
• Smoothing: Window [1,076.69, 1,073.33, 1,076.69] -> Median: 1,076.69
• Stability Filter: No change in volume.
• Usage Rate: 8.7 L/d (drain-slow, band 119.5L over 13.9d, 101 pts)
30/03/2026 03:53:35 1,076.69 1,073.33 8.5 Valid Immediate GOOD
• Smoothing: Window [1,073.33, 1,076.69, 1,068.02] -> Median: 1,073.33
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 8.5 L/d (drain-slow, band 115.6L over 13.9d, 101 pts)
30/03/2026 06:54:01 1,068.02 1,068.02 0.0 Valid Immediate GOOD
• Smoothing: Window [1,076.69, 1,068.02, 1,064.66] -> Median: 1,068.02
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 0.0 L/d (flat, band 117.2L over 13.9d, 101 pts)
30/03/2026 09:54:24 1,064.66 1,068.02 8.4 Valid Immediate GOOD
• Smoothing: Window [1,068.02, 1,064.66, 1,068.02] -> Median: 1,068.02
• Stability Filter: No change in volume.
• Usage Rate: 8.4 L/d (drain-slow, band 115.2L over 13.9d, 101 pts)
30/03/2026 15:55:33 1,068.02 1,064.66 8.3 Valid Immediate GOOD
• Smoothing: Window [1,064.66, 1,068.02, 1,064.66] -> Median: 1,064.66
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 8.3 L/d (drain-slow, band 113.8L over 13.9d, 100 pts)
30/03/2026 18:55:51 1,064.66 1,064.66 0.0 Valid Immediate GOOD
• Smoothing: Window [1,068.02, 1,064.66, 1,062.89] -> Median: 1,064.66
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 116.8L over 13.8d, 100 pts)
30/03/2026 21:56:19 1,062.89 1,062.89 0.0 Valid Immediate GOOD
• Smoothing: Window [1,064.66, 1,062.89, 1,062.89] -> Median: 1,062.89
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 0.0 L/d (flat, band 116.8L over 13.9d, 101 pts)
31/03/2026 00:56:41 1,062.89 1,062.89 0.0 Valid Immediate GOOD
• Smoothing: Window [1,062.89, 1,062.89, 1,057.75] -> Median: 1,062.89
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 116.8L over 13.9d, 101 pts)
31/03/2026 03:57:00 1,057.75 1,059.35 8.4 Valid Immediate GOOD
• Smoothing: Window [1,062.89, 1,057.75, 1,059.35] -> Median: 1,059.35
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 8.4 L/d (drain-slow, band 114.9L over 13.9d, 101 pts)
31/03/2026 06:57:29 1,059.35 1,057.75 8.4 Valid Immediate GOOD
• Smoothing: Window [1,057.75, 1,059.35, 1,057.75] -> Median: 1,057.75
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 8.4 L/d (drain-slow, band 112.7L over 13.8d, 101 pts)
31/03/2026 12:58:27 1,057.75 1,057.75 0.0 Valid Immediate GOOD
• Smoothing: Window [1,059.35, 1,057.75, 1,055.98] -> Median: 1,057.75
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 114.3L over 13.9d, 101 pts)
31/03/2026 15:58:45 1,055.98 1,057.75 8.4 Valid Immediate GOOD
• Smoothing: Window [1,057.75, 1,055.98, 1,057.75] -> Median: 1,057.75
• Stability Filter: No change in volume.
• Usage Rate: 8.4 L/d (drain-slow, band 114.3L over 13.9d, 101 pts)
31/03/2026 18:59:11 1,057.75 1,057.75 0.0 Valid Immediate GOOD
• Smoothing: Window [1,055.98, 1,057.75, 1,055.98] -> Median: 1,055.98
• Stability Filter: Median artifact detected. Rescued Raw Value (1,057.8L).
• Usage Rate: 0.0 L/d (flat, band 119.7L over 13.9d, 101 pts)
31/03/2026 21:59:31 1,055.98 1,057.75 8.7 Valid Immediate GOOD
• Smoothing: Window [1,057.75, 1,055.98, 1,059.35] -> Median: 1,057.75
• Stability Filter: No change in volume.
• Usage Rate: 8.7 L/d (drain-slow, band 119.7L over 13.9d, 101 pts)
01/04/2026 00:59:49 1,059.35 1,055.98 8.7 Valid Immediate GOOD
• Smoothing: Window [1,055.98, 1,059.35, 1,047.31] -> Median: 1,055.98
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 8.7 L/d (drain-slow, band 119.1L over 13.9d, 101 pts)
01/04/2026 13:01:36 1,047.31 1,050.85 8.6 Valid Immediate GOOD
• Smoothing: Window [1,059.35, 1,047.31, 1,050.85] -> Median: 1,050.85
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 8.6 L/d (drain-slow, band 119.5L over 13.9d, 99 pts)
01/04/2026 16:02:01 1,050.85 1,050.85 8.6 Valid Immediate GOOD
• Smoothing: Window [1,047.31, 1,050.85, 1,050.85] -> Median: 1,050.85
• Stability Filter: No change in volume.
• Usage Rate: 8.6 L/d (drain-slow, band 119.3L over 13.9d, 99 pts)
01/04/2026 19:02:22 1,050.85 1,050.85 8.6 Valid Immediate GOOD
• Smoothing: Window [1,050.85, 1,050.85, 1,047.31] -> Median: 1,050.85
• Stability Filter: No change in volume.
• Usage Rate: 8.6 L/d (drain-slow, band 118.1L over 13.9d, 99 pts)
01/04/2026 22:02:44 1,047.31 1,047.31 0.0 Valid Immediate GOOD
• Smoothing: Window [1,050.85, 1,047.31, 1,043.77] -> Median: 1,047.31
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 0.0 L/d (flat, band 120.5L over 13.9d, 99 pts)
02/04/2026 01:03:04 1,043.77 1,047.31 8.7 Valid Immediate GOOD
• Smoothing: Window [1,047.31, 1,043.77, 1,047.31] -> Median: 1,047.31
• Stability Filter: No change in volume.
• Usage Rate: 8.7 L/d (drain-slow, band 120.9L over 13.9d, 99 pts)
02/04/2026 04:03:24 1,047.31 1,043.77 8.6 Valid Immediate GOOD
• Smoothing: Window [1,043.77, 1,047.31, 1,040.41] -> Median: 1,043.77
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 8.6 L/d (drain-slow, band 117.5L over 13.9d, 99 pts)
02/04/2026 07:04:04 1,040.41 1,043.77 8.3 Valid Immediate GOOD
• Smoothing: Window [1,047.31, 1,040.41, 1,040.41] -> Median: 1,040.41
• Stability Filter: Clamped minor wobble drop of 3.4L back to stable level. Future rebound returned near baseline in 0.3d after a short wobble.
• Usage Rate: 8.3 L/d (drain-slow, band 114.7L over 13.9d, 99 pts)
02/04/2026 10:04:27 1,040.41 1,043.77 8.3 Valid Immediate GOOD
• Smoothing: Window [1,040.41, 1,040.41, 1,043.77] -> Median: 1,040.41
• Stability Filter: Clamped minor wobble drop of 3.4L back to stable level. Future rebound returned near baseline in 0.1d after a short wobble.
• Usage Rate: 8.3 L/d (drain-slow, band 114.7L over 13.9d, 99 pts)
02/04/2026 13:04:55 1,043.77 1,043.77 0.0 Valid Immediate GOOD
• Smoothing: Window [1,040.41, 1,043.77, 1,043.77] -> Median: 1,043.77
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 116.1L over 13.9d, 99 pts)
02/04/2026 16:05:15 1,043.77 1,043.77 8.5 Valid Immediate GOOD
• Smoothing: Window [1,043.77, 1,043.77, 1,040.41] -> Median: 1,043.77
• Stability Filter: No change in volume.
• Usage Rate: 8.5 L/d (drain-slow, band 115.7L over 13.9d, 99 pts)
02/04/2026 19:05:36 1,040.41 1,040.41 8.3 Valid Immediate GOOD
• Smoothing: Window [1,043.77, 1,040.41, 1,038.64] -> Median: 1,040.41
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 8.3 L/d (drain-slow, band 113.2L over 13.9d, 99 pts)
02/04/2026 22:06:02 1,038.64 1,040.41 8.2 Valid Immediate GOOD
• Smoothing: Window [1,040.41, 1,038.64, 1,045.54] -> Median: 1,040.41
• Stability Filter: No change in volume.
• Usage Rate: 8.2 L/d (drain-slow, band 112.4L over 13.9d, 99 pts)
03/04/2026 01:06:25 1,045.54 1,038.64 8.2 Valid Immediate GOOD
• Smoothing: Window [1,038.64, 1,045.54, 1,036.87] -> Median: 1,038.64
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 8.2 L/d (drain-slow, band 113.7L over 13.9d, 99 pts)
03/04/2026 04:06:53 1,036.87 1,038.64 0.0 Valid Immediate GOOD
• Smoothing: Window [1,045.54, 1,036.87, 1,038.64] -> Median: 1,038.64
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 113.3L over 13.9d, 99 pts)
03/04/2026 07:07:16 1,038.64 1,036.87 8.1 Valid Immediate GOOD
• Smoothing: Window [1,036.87, 1,038.64, 1,028.19] -> Median: 1,036.87
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 8.1 L/d (drain-slow, band 112.1L over 13.9d, 99 pts)
03/04/2026 10:07:37 1,028.19 1,031.73 8.1 Valid Immediate GOOD
• Smoothing: Window [1,038.64, 1,028.19, 1,031.73] -> Median: 1,031.73
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 8.1 L/d (drain-slow, band 111.9L over 13.9d, 99 pts)
03/04/2026 16:08:20 1,031.73 1,031.73 7.9 Valid Immediate GOOD
• Smoothing: Window [1,028.19, 1,031.73, 1,036.87] -> Median: 1,031.73
• Stability Filter: No change in volume.
• Usage Rate: 7.9 L/d (drain-slow, band 107.5L over 13.8d, 98 pts)
03/04/2026 19:08:44 1,036.87 1,031.73 7.8 Valid Immediate GOOD
• Smoothing: Window [1,031.73, 1,036.87, 1,026.60] -> Median: 1,031.73
• Stability Filter: No change in volume.
• Usage Rate: 7.8 L/d (drain-slow, band 106.7L over 13.9d, 99 pts)
03/04/2026 22:09:10 1,026.60 1,031.73 7.6 Valid Immediate GOOD
• Smoothing: Window [1,036.87, 1,026.60, 1,033.50] -> Median: 1,033.50
• Monotonic Logic: Rejected small rise of 1.8L. Future plummeted back to baseline inside window (1.4d). Clamped to 1,031.7
• Usage Rate: 7.6 L/d (drain-slow, band 104.4L over 13.9d, 99 pts)
04/04/2026 01:09:30 1,033.50 1,026.60 0.0 Valid Immediate GOOD
• Smoothing: Window [1,026.60, 1,033.50, 1,024.83] -> Median: 1,026.60
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 0.0 L/d (flat, band 106.7L over 13.8d, 99 pts)
04/04/2026 07:10:17 1,024.83 1,024.83 7.6 Valid Immediate GOOD
• Smoothing: Window [1,033.50, 1,024.83, 1,021.29] -> Median: 1,024.83
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 7.6 L/d (drain-slow, band 105.2L over 13.9d, 99 pts)
04/04/2026 10:10:42 1,021.29 1,024.83 7.4 Valid Immediate GOOD
• Smoothing: Window [1,024.83, 1,021.29, 1,026.60] -> Median: 1,024.83
• Stability Filter: No change in volume.
• Usage Rate: 7.4 L/d (drain-slow, band 100.5L over 13.9d, 99 pts)
04/04/2026 13:11:08 1,026.60 1,021.29 7.2 Valid Immediate GOOD
• Smoothing: Window [1,021.29, 1,026.60, 1,021.29] -> Median: 1,021.29
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 7.2 L/d (drain-slow, band 99.2L over 13.9d, 99 pts)
04/04/2026 16:11:33 1,021.29 1,021.29 7.1 Valid Immediate GOOD
• Smoothing: Window [1,026.60, 1,021.29, 1,019.70] -> Median: 1,021.29
• Stability Filter: No change in volume.
• Usage Rate: 7.1 L/d (drain-slow, band 97.6L over 13.9d, 99 pts)
04/04/2026 19:11:53 1,019.70 1,019.70 0.0 Valid Immediate GOOD
• Smoothing: Window [1,021.29, 1,019.70, 1,016.16] -> Median: 1,019.70
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 0.0 L/d (flat, band 98.6L over 13.9d, 99 pts)
04/04/2026 22:12:15 1,016.16 1,019.70 7.1 Valid Immediate GOOD
• Smoothing: Window [1,019.70, 1,016.16, 1,021.29] -> Median: 1,019.70
• Stability Filter: No change in volume.
• Usage Rate: 7.1 L/d (drain-slow, band 97.7L over 13.9d, 99 pts)
05/04/2026 01:12:40 1,021.29 1,016.16 7.3 Valid Immediate GOOD
• Smoothing: Window [1,016.16, 1,021.29, 1,014.39] -> Median: 1,016.16
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 7.3 L/d (drain-slow, band 100.4L over 13.9d, 99 pts)
05/04/2026 07:13:20 1,014.39 1,014.39 7.4 Valid Immediate GOOD
• Smoothing: Window [1,021.29, 1,014.39, 1,012.62] -> Median: 1,014.39
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 7.4 L/d (drain-slow, band 100.9L over 13.9d, 99 pts)
05/04/2026 10:13:45 1,012.62 1,014.39 7.6 Valid Immediate GOOD
• Smoothing: Window [1,014.39, 1,012.62, 1,009.25] -> Median: 1,012.62
• Stability Filter: Clamped minor wobble drop of 1.8L back to stable level. Future rebound returned near baseline in 0.3d after a short wobble.
• Usage Rate: 7.6 L/d (drain-slow, band 103.7L over 13.7d, 99 pts)
05/04/2026 13:14:07 1,009.25 1,014.39 0.0 Valid Immediate GOOD
• Smoothing: Window [1,012.62, 1,009.25, 1,014.39] -> Median: 1,012.62
• Stability Filter: Clamped minor wobble drop of 1.8L back to stable level. Future rebound returned near baseline in 0.1d after a short wobble.
• Usage Rate: 0.0 L/d (flat, band 105.0L over 13.8d, 100 pts)
05/04/2026 16:14:27 1,014.39 1,014.39 7.6 Valid Immediate GOOD
• Smoothing: Window [1,009.25, 1,014.39, 1,016.16] -> Median: 1,014.39
• Stability Filter: No change in volume.
• Usage Rate: 7.6 L/d (drain-slow, band 105.0L over 13.9d, 101 pts)
05/04/2026 19:14:48 1,016.16 1,014.39 7.7 Valid Immediate GOOD
• Smoothing: Window [1,014.39, 1,016.16, 1,007.48] -> Median: 1,014.39
• Stability Filter: No change in volume.
• Usage Rate: 7.7 L/d (drain-slow, band 104.8L over 13.9d, 101 pts)
05/04/2026 22:15:14 1,007.48 1,014.39 7.7 Valid Immediate GOOD
• Smoothing: Window [1,016.16, 1,007.48, 1,014.39] -> Median: 1,014.39
• Stability Filter: No change in volume.
• Usage Rate: 7.7 L/d (drain-slow, band 106.4L over 13.9d, 101 pts)
06/04/2026 01:15:42 1,014.39 1,007.48 0.0 Valid Immediate GOOD
• Smoothing: Window [1,007.48, 1,014.39, 1,007.48] -> Median: 1,007.48
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 0.0 L/d (flat, band 106.4L over 13.9d, 101 pts)
06/04/2026 04:16:00 1,007.48 1,007.48 7.6 Valid Immediate GOOD
• Smoothing: Window [1,014.39, 1,007.48, 1,005.71] -> Median: 1,007.48
• Stability Filter: No change in volume.
• Usage Rate: 7.6 L/d (drain-slow, band 104.4L over 13.9d, 101 pts)
06/04/2026 07:16:26 1,005.71 1,005.71 7.8 Valid Immediate GOOD
• Smoothing: Window [1,007.48, 1,005.71, 1,002.35] -> Median: 1,005.71
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 7.8 L/d (drain-slow, band 106.0L over 13.9d, 101 pts)
06/04/2026 10:16:45 1,002.35 1,005.71 7.8 Valid Immediate GOOD
• Smoothing: Window [1,005.71, 1,002.35, 1,002.35] -> Median: 1,002.35
• Stability Filter: Clamped minor wobble drop of 3.4L back to stable level. Future rebound returned near baseline in 0.4d after a short wobble.
• Usage Rate: 7.8 L/d (drain-slow, band 107.8L over 13.9d, 101 pts)
06/04/2026 16:17:28 1,002.35 1,005.71 7.6 Valid Immediate GOOD
• Smoothing: Window [1,002.35, 1,002.35, 1,005.71] -> Median: 1,002.35
• Stability Filter: Clamped minor wobble drop of 3.4L back to stable level. Future rebound returned near baseline in 0.1d after a short wobble.
• Usage Rate: 7.6 L/d (drain-slow, band 104.3L over 13.9d, 100 pts)
06/04/2026 19:17:49 1,005.71 1,004.12 7.5 Valid Immediate GOOD
• Smoothing: Window [1,002.35, 1,005.71, 1,004.12] -> Median: 1,004.12
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 7.5 L/d (drain-slow, band 104.1L over 13.9d, 100 pts)
06/04/2026 22:18:08 1,004.12 1,004.12 7.4 Valid Immediate GOOD
• Smoothing: Window [1,005.71, 1,004.12, 1,000.58] -> Median: 1,004.12
• Stability Filter: No change in volume.
• Usage Rate: 7.4 L/d (drain-slow, band 102.3L over 13.9d, 100 pts)
07/04/2026 01:18:34 1,000.58 1,000.58 7.3 Valid Immediate GOOD
• Smoothing: Window [1,004.12, 1,000.58, 995.45] -> Median: 1,000.58
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 7.3 L/d (drain-slow, band 100.7L over 13.9d, 100 pts)
07/04/2026 07:19:15 995.45 995.45 7.4 Valid Immediate GOOD
• Smoothing: Window [1,000.58, 995.45, 990.14] -> Median: 995.45
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 7.4 L/d (drain-slow, band 101.5L over 13.9d, 99 pts)
07/04/2026 10:19:36 990.14 993.68 7.5 Valid Immediate GOOD
• Smoothing: Window [995.45, 990.14, 993.68] -> Median: 993.68
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 7.5 L/d (drain-slow, band 104.3L over 13.9d, 99 pts)
07/04/2026 13:20:03 993.68 993.68 7.5 Valid Immediate GOOD
• Smoothing: Window [990.14, 993.68, 993.68] -> Median: 993.68
• Stability Filter: No change in volume.
• Usage Rate: 7.5 L/d (drain-slow, band 104.3L over 13.9d, 99 pts)
07/04/2026 16:20:28 993.68 993.68 7.5 Valid Immediate GOOD
• Smoothing: Window [993.68, 993.68, 997.04] -> Median: 993.68
• Stability Filter: No change in volume.
• Usage Rate: 7.5 L/d (drain-slow, band 102.8L over 13.9d, 99 pts)
07/04/2026 19:20:53 997.04 993.68 0.0 Valid Immediate GOOD
• Smoothing: Window [993.68, 997.04, 993.68] -> Median: 993.68
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 103.9L over 13.9d, 99 pts)
07/04/2026 22:21:15 993.68 993.68 7.4 Valid Immediate GOOD
• Smoothing: Window [997.04, 993.68, 993.68] -> Median: 993.68
• Stability Filter: No change in volume.
• Usage Rate: 7.4 L/d (drain-slow, band 101.4L over 13.9d, 99 pts)
08/04/2026 01:21:35 993.68 993.68 7.3 Valid Immediate GOOD
• Smoothing: Window [993.68, 993.68, 985.01] -> Median: 993.68
• Stability Filter: No change in volume.
• Usage Rate: 7.3 L/d (drain-slow, band 99.6L over 13.8d, 99 pts)
08/04/2026 10:22:42 985.01 985.01 8.7 Valid Immediate GOOD
• Smoothing: Window [993.68, 985.01, 983.24] -> Median: 985.01
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 8.7 L/d (drain-step, band 98.6L over 13.9d, 98 pts)
08/04/2026 13:23:02 983.24 985.01 7.2 Valid Immediate GOOD
• Smoothing: Window [985.01, 983.24, 985.01] -> Median: 985.01
• Stability Filter: No change in volume.
• Usage Rate: 7.2 L/d (drain-slow, band 99.1L over 13.9d, 98 pts)
08/04/2026 16:23:29 985.01 985.01 7.3 Valid Immediate GOOD
• Smoothing: Window [983.24, 985.01, 986.78] -> Median: 985.01
• Stability Filter: No change in volume.
• Usage Rate: 7.3 L/d (drain-slow, band 100.2L over 13.9d, 98 pts)
08/04/2026 22:24:19 986.78 985.01 7.3 Valid Immediate GOOD
• Smoothing: Window [985.01, 986.78, 986.78] -> Median: 986.78
• Monotonic Logic: Rejected small rise of 1.8L. Future plummeted back to baseline inside window (2.4d). Clamped to 985.0
• Usage Rate: 7.3 L/d (drain-slow, band 100.1L over 13.9d, 97 pts)
09/04/2026 01:24:38 986.78 985.01 7.3 Valid Immediate GOOD
• Smoothing: Window [986.78, 986.78, 981.47] -> Median: 986.78
• Monotonic Logic: Rejected small rise of 1.8L. Future plummeted back to baseline inside window (2.3d). Clamped to 985.0
• Usage Rate: 7.3 L/d (drain-slow, band 101.1L over 13.9d, 97 pts)
09/04/2026 10:25:44 981.47 985.01 8.6 Valid Immediate GOOD
• Smoothing: Window [986.78, 981.47, 986.78] -> Median: 986.78
• Monotonic Logic: Rejected small rise of 1.8L. Future plummeted back to baseline inside window (1.9d). Clamped to 985.0
• Usage Rate: 8.6 L/d (drain-step, band 100.4L over 13.8d, 95 pts)
09/04/2026 13:26:03 986.78 981.47 8.1 Valid Immediate GOOD
• Smoothing: Window [981.47, 986.78, 981.47] -> Median: 981.47
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 8.1 L/d (drain-step, band 100.4L over 13.9d, 96 pts)
09/04/2026 16:26:24 981.47 981.47 7.2 Valid Immediate GOOD
• Smoothing: Window [986.78, 981.47, 983.24] -> Median: 983.24
• Monotonic Logic: Rejected small rise of 1.8L. Future plummeted back to baseline inside window (2.4d). Clamped to 981.5
• Usage Rate: 7.2 L/d (drain-slow, band 99.5L over 13.9d, 96 pts)
09/04/2026 19:26:44 983.24 981.47 7.3 Valid Immediate GOOD
• Smoothing: Window [981.47, 983.24, 985.01] -> Median: 983.24
• Monotonic Logic: Rejected small rise of 1.8L. Future plummeted back to baseline inside window (2.3d). Clamped to 981.5
• Usage Rate: 7.3 L/d (drain-slow, band 98.7L over 13.9d, 96 pts)
09/04/2026 22:27:03 985.01 981.47 7.4 Valid Immediate GOOD
• Smoothing: Window [983.24, 985.01, 979.87] -> Median: 983.24
• Monotonic Logic: Rejected small rise of 1.8L. Future plummeted back to baseline inside window (2.1d). Clamped to 981.5
• Usage Rate: 7.4 L/d (drain-slow, band 99.6L over 13.8d, 96 pts)
10/04/2026 01:27:21 979.87 979.87 7.3 Valid Immediate GOOD
• Smoothing: Window [985.01, 979.87, 979.87] -> Median: 979.87
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 7.3 L/d (drain-slow, band 101.1L over 13.9d, 97 pts)
10/04/2026 04:27:43 979.87 979.87 7.2 Valid Immediate GOOD
• Smoothing: Window [979.87, 979.87, 978.10] -> Median: 979.87
• Stability Filter: No change in volume.
• Usage Rate: 7.2 L/d (drain-slow, band 99.3L over 13.9d, 97 pts)
10/04/2026 07:28:05 978.10 978.10 7.2 Valid Immediate GOOD
• Smoothing: Window [979.87, 978.10, 972.79] -> Median: 978.10
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 7.2 L/d (drain-slow, band 98.2L over 13.9d, 97 pts)
10/04/2026 10:28:27 972.79 972.79 0.0 Valid Immediate GOOD
• Smoothing: Window [978.10, 972.79, 972.79] -> Median: 972.79
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 0.0 L/d (flat, band 98.6L over 13.9d, 97 pts)
10/04/2026 16:29:09 972.79 972.79 7.1 Valid Immediate GOOD
• Smoothing: Window [972.79, 972.79, 974.56] -> Median: 972.79
• Stability Filter: No change in volume.
• Usage Rate: 7.1 L/d (drain-slow, band 97.8L over 13.9d, 96 pts)
10/04/2026 19:29:30 974.56 972.79 7.1 Valid Immediate GOOD
• Smoothing: Window [972.79, 974.56, 972.79] -> Median: 972.79
• Stability Filter: No change in volume.
• Usage Rate: 7.1 L/d (drain-slow, band 97.9L over 13.9d, 96 pts)
11/04/2026 01:30:17 972.79 972.79 7.0 Valid Immediate GOOD
• Smoothing: Window [974.56, 972.79, 972.79] -> Median: 972.79
• Stability Filter: No change in volume.
• Usage Rate: 7.0 L/d (drain-slow, band 95.6L over 13.9d, 95 pts)
11/04/2026 04:30:34 972.79 972.79 6.8 Valid Immediate GOOD
• Smoothing: Window [972.79, 972.79, 965.89] -> Median: 972.79
• Stability Filter: No change in volume.
• Usage Rate: 6.8 L/d (drain-slow, band 94.5L over 13.9d, 95 pts)
11/04/2026 07:30:54 965.89 965.89 0.0 Valid Immediate GOOD
• Smoothing: Window [972.79, 965.89, 965.89] -> Median: 965.89
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 0.0 L/d (flat, band 95.2L over 13.9d, 95 pts)
11/04/2026 10:31:17 965.89 965.89 7.0 Valid Immediate GOOD
• Smoothing: Window [965.89, 965.89, 967.66] -> Median: 965.89
• Stability Filter: No change in volume.
• Usage Rate: 7.0 L/d (drain-slow, band 96.2L over 13.9d, 95 pts)
11/04/2026 13:31:40 967.66 965.89 7.0 Valid Immediate GOOD
• Smoothing: Window [965.89, 967.66, 969.43] -> Median: 967.66
• Monotonic Logic: Rejected small rise of 1.8L. Future plummeted back to baseline inside window (1.9d). Clamped to 965.9
• Usage Rate: 7.0 L/d (drain-slow, band 96.1L over 13.9d, 95 pts)
11/04/2026 16:32:00 969.43 965.89 7.0 Valid Immediate GOOD
• Smoothing: Window [967.66, 969.43, 965.89] -> Median: 967.66
• Monotonic Logic: Rejected small rise of 1.8L. Future plummeted back to baseline inside window (1.8d). Clamped to 965.9
• Usage Rate: 7.0 L/d (drain-slow, band 95.5L over 13.9d, 95 pts)
11/04/2026 19:32:31 965.89 965.89 7.1 Valid Immediate GOOD
• Smoothing: Window [969.43, 965.89, 964.30] -> Median: 965.89
• Stability Filter: No change in volume.
• Usage Rate: 7.1 L/d (drain-slow, band 97.4L over 13.9d, 95 pts)
11/04/2026 22:32:51 964.30 965.89 7.2 Valid Immediate GOOD
• Smoothing: Window [965.89, 964.30, 965.89] -> Median: 965.89
• Stability Filter: No change in volume.
• Usage Rate: 7.2 L/d (drain-slow, band 97.7L over 13.9d, 95 pts)
12/04/2026 01:33:10 965.89 964.30 0.0 Valid Immediate GOOD
• Smoothing: Window [964.30, 965.89, 960.76] -> Median: 964.30
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 0.0 L/d (flat, band 95.2L over 13.9d, 95 pts)
12/04/2026 04:33:33 960.76 960.76 6.8 Valid Immediate GOOD
• Smoothing: Window [965.89, 960.76, 957.39] -> Median: 960.76
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 6.8 L/d (drain-slow, band 93.9L over 13.9d, 95 pts)
12/04/2026 07:33:55 957.39 957.39 0.0 Valid Immediate GOOD
• Smoothing: Window [960.76, 957.39, 957.39] -> Median: 957.39
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 0.0 L/d (flat, band 91.9L over 13.9d, 95 pts)
12/04/2026 10:34:18 957.39 957.39 6.8 Valid Immediate GOOD
• Smoothing: Window [957.39, 957.39, 952.08] -> Median: 957.39
• Stability Filter: No change in volume.
• Usage Rate: 6.8 L/d (drain-slow, band 93.2L over 13.9d, 95 pts)
12/04/2026 13:34:40 952.08 953.85 6.8 Valid Immediate GOOD
• Smoothing: Window [957.39, 952.08, 953.85] -> Median: 953.85
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 6.8 L/d (drain-slow, band 94.5L over 13.9d, 95 pts)
12/04/2026 16:34:59 953.85 953.85 7.0 Valid Immediate GOOD
• Smoothing: Window [952.08, 953.85, 955.62] -> Median: 953.85
• Stability Filter: No change in volume.
• Usage Rate: 7.0 L/d (drain-slow, band 94.9L over 13.9d, 95 pts)
12/04/2026 19:35:20 955.62 953.85 0.0 Valid Immediate GOOD
• Smoothing: Window [953.85, 955.62, 957.39] -> Median: 955.62
• Monotonic Logic: Rejected small rise of 1.8L. Future plummeted back to baseline inside window (1.6d). Clamped to 953.9
• Usage Rate: 0.0 L/d (flat, band 93.5L over 13.9d, 95 pts)
12/04/2026 22:35:40 957.39 953.85 6.7 Valid Immediate GOOD
• Smoothing: Window [955.62, 957.39, 950.31] -> Median: 955.62
• Monotonic Logic: Rejected small rise of 1.8L. Future plummeted back to baseline inside window (1.5d). Clamped to 953.9
• Usage Rate: 6.7 L/d (drain-slow, band 92.8L over 13.9d, 95 pts)
13/04/2026 01:36:15 950.31 952.08 0.0 Valid Immediate GOOD
• Smoothing: Window [957.39, 950.31, 952.08] -> Median: 952.08
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 0.0 L/d (flat, band 91.9L over 13.9d, 95 pts)
13/04/2026 04:36:44 952.08 950.31 6.7 Valid Immediate GOOD
• Smoothing: Window [950.31, 952.08, 950.31] -> Median: 950.31
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 6.7 L/d (drain-slow, band 92.8L over 13.9d, 95 pts)
13/04/2026 07:37:02 950.31 950.31 7.0 Valid Immediate GOOD
• Smoothing: Window [952.08, 950.31, 945.18] -> Median: 950.31
• Stability Filter: No change in volume.
• Usage Rate: 7.0 L/d (drain-slow, band 94.9L over 13.9d, 95 pts)
13/04/2026 10:37:24 945.18 948.72 7.2 Valid Immediate GOOD
• Smoothing: Window [950.31, 945.18, 948.72] -> Median: 948.72
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 7.2 L/d (drain-slow, band 97.2L over 13.8d, 95 pts)
13/04/2026 13:37:50 948.72 948.72 0.0 Valid Immediate GOOD
• Smoothing: Window [945.18, 948.72, 948.72] -> Median: 948.72
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 98.6L over 13.9d, 96 pts)
13/04/2026 16:38:11 948.72 948.72 7.1 Valid Immediate GOOD
• Smoothing: Window [948.72, 948.72, 946.95] -> Median: 948.72
• Stability Filter: No change in volume.
• Usage Rate: 7.1 L/d (drain-slow, band 96.0L over 13.9d, 96 pts)
13/04/2026 19:38:34 946.95 946.95 6.8 Valid Immediate GOOD
• Smoothing: Window [948.72, 946.95, 940.05] -> Median: 946.95
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 6.8 L/d (drain-slow, band 94.3L over 13.9d, 96 pts)
14/04/2026 01:39:17 940.05 940.05 6.7 Valid Immediate GOOD
• Smoothing: Window [946.95, 940.05, 940.05] -> Median: 940.05
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 6.7 L/d (drain-slow, band 92.7L over 13.9d, 95 pts)
14/04/2026 04:39:40 940.05 940.05 6.8 Valid Immediate GOOD
• Smoothing: Window [940.05, 940.05, 940.05] -> Median: 940.05
• Stability Filter: No change in volume.
• Usage Rate: 6.8 L/d (drain-slow, band 94.5L over 13.9d, 95 pts)
14/04/2026 07:40:03 940.05 940.05 6.9 Valid Immediate GOOD
• Smoothing: Window [940.05, 940.05, 932.26] -> Median: 940.05
• Stability Filter: No change in volume.
• Usage Rate: 6.9 L/d (drain-slow, band 94.5L over 13.8d, 95 pts)
14/04/2026 10:40:26 932.26 932.26 7.0 Valid Immediate GOOD
• Smoothing: Window [940.05, 932.26, 932.26] -> Median: 932.26
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 7.0 L/d (drain-slow, band 95.2L over 13.9d, 96 pts)
14/04/2026 13:40:54 932.26 932.26 6.8 Valid Immediate GOOD
• Smoothing: Window [932.26, 932.26, 937.39] -> Median: 932.26
• Stability Filter: No change in volume.
• Usage Rate: 6.8 L/d (drain-slow, band 94.3L over 13.9d, 96 pts)
14/04/2026 19:41:44 937.39 932.26 6.8 Valid Immediate GOOD
• Smoothing: Window [932.26, 937.39, 934.91] -> Median: 934.91
• Monotonic Logic: Rejected small rise of 2.7L. Future plummeted back to baseline inside window (1.1d). Clamped to 932.3
• Usage Rate: 6.8 L/d (drain-slow, band 94.4L over 13.9d, 95 pts)
14/04/2026 22:42:06 934.91 932.26 6.8 Valid Immediate GOOD
• Smoothing: Window [937.39, 934.91, 929.78] -> Median: 934.91
• Monotonic Logic: Rejected small rise of 2.7L. Future plummeted back to baseline inside window (1.0d). Clamped to 932.3
• Usage Rate: 6.8 L/d (drain-slow, band 93.7L over 13.9d, 95 pts)
15/04/2026 04:42:46 929.78 929.78 6.8 Valid Immediate GOOD
• Smoothing: Window [934.91, 929.78, 921.99] -> Median: 929.78
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 6.8 L/d (drain-slow, band 92.7L over 13.7d, 95 pts)
15/04/2026 07:43:06 921.99 921.99 6.9 Valid Immediate GOOD
• Smoothing: Window [929.78, 921.99, 919.52] -> Median: 921.99
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 6.9 L/d (drain-slow, band 94.3L over 13.8d, 96 pts)
15/04/2026 10:43:25 919.52 919.52 7.2 Valid Immediate GOOD
• Smoothing: Window [921.99, 919.52, 919.52] -> Median: 919.52
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 7.2 L/d (drain-slow, band 97.3L over 13.9d, 97 pts)
15/04/2026 13:43:45 919.52 919.52 0.0 Valid Immediate GOOD
• Smoothing: Window [919.52, 919.52, 921.99] -> Median: 919.52
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 100.4L over 13.9d, 97 pts)
15/04/2026 16:44:05 921.99 919.52 7.2 Valid Immediate GOOD
• Smoothing: Window [919.52, 921.99, 916.86] -> Median: 919.52
• Stability Filter: No change in volume.
• Usage Rate: 7.2 L/d (drain-slow, band 99.3L over 13.9d, 97 pts)
15/04/2026 19:44:27 916.86 919.52 7.3 Valid Immediate GOOD
• Smoothing: Window [921.99, 916.86, 919.52] -> Median: 919.52
• Stability Filter: No change in volume.
• Usage Rate: 7.3 L/d (drain-slow, band 99.7L over 13.9d, 97 pts)
15/04/2026 22:44:49 919.52 916.86 7.5 Valid Immediate GOOD
• Smoothing: Window [916.86, 919.52, 911.73] -> Median: 916.86
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 7.5 L/d (drain-slow, band 101.2L over 13.9d, 97 pts)
16/04/2026 01:45:11 911.73 911.73 7.5 Valid Immediate GOOD
• Smoothing: Window [919.52, 911.73, 911.73] -> Median: 911.73
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 7.5 L/d (drain-slow, band 103.0L over 13.9d, 97 pts)
16/04/2026 04:45:33 911.73 911.73 7.5 Valid Immediate GOOD
• Smoothing: Window [911.73, 911.73, 898.98] -> Median: 911.73
• Stability Filter: No change in volume.
• Usage Rate: 7.5 L/d (drain-slow, band 102.6L over 13.9d, 97 pts)
16/04/2026 07:45:57 898.98 898.98 7.5 Valid Immediate GOOD
• Smoothing: Window [911.73, 898.98, 896.33] -> Median: 898.98
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 7.5 L/d (drain-slow, band 101.2L over 13.9d, 97 pts)
16/04/2026 10:46:18 896.33 898.98 7.9 Valid Immediate GOOD
• Smoothing: Window [898.98, 896.33, 896.33] -> Median: 896.33
• Stability Filter: Clamped minor wobble drop of 2.7L back to stable level. Future rebound returned near baseline in 0.3d after a short wobble.
• Usage Rate: 7.9 L/d (drain-slow, band 102.9L over 13.9d, 97 pts)
16/04/2026 13:46:39 896.33 898.98 7.6 Valid Immediate GOOD
• Smoothing: Window [896.33, 896.33, 901.46] -> Median: 896.33
• Stability Filter: Clamped minor wobble drop of 2.7L back to stable level. Future rebound returned near baseline in 0.1d after a short wobble.
• Usage Rate: 7.6 L/d (drain-slow, band 105.2L over 13.9d, 97 pts)
16/04/2026 16:47:05 901.46 898.98 7.7 Valid Immediate GOOD
• Smoothing: Window [896.33, 901.46, 901.46] -> Median: 901.46
• Monotonic Logic: Rejected small rise of 2.5L. Future plummeted back to baseline inside window (0.9d). Clamped to 899.0
• Usage Rate: 7.7 L/d (drain-slow, band 105.6L over 13.9d, 97 pts)
16/04/2026 19:47:27 901.46 898.98 7.7 Valid Immediate GOOD
• Smoothing: Window [901.46, 901.46, 898.98] -> Median: 901.46
• Monotonic Logic: Rejected small rise of 2.5L. Future plummeted back to baseline inside window (0.8d). Clamped to 899.0
• Usage Rate: 7.7 L/d (drain-slow, band 106.0L over 13.9d, 97 pts)
16/04/2026 22:47:56 898.98 898.98 7.6 Valid Immediate GOOD
• Smoothing: Window [901.46, 898.98, 893.85] -> Median: 898.98
• Stability Filter: No change in volume.
• Usage Rate: 7.6 L/d (drain-slow, band 103.2L over 13.9d, 97 pts)
17/04/2026 04:48:37 893.85 893.85 7.5 Valid Immediate GOOD
• Smoothing: Window [898.98, 893.85, 893.85] -> Median: 893.85
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 7.5 L/d (drain-slow, band 103.1L over 13.9d, 96 pts)
17/04/2026 07:49:02 893.85 893.85 7.9 Valid Immediate GOOD
• Smoothing: Window [893.85, 893.85, 886.06] -> Median: 893.85
• Stability Filter: No change in volume.
• Usage Rate: 7.9 L/d (drain-slow, band 106.2L over 13.9d, 96 pts)
17/04/2026 10:49:23 886.06 886.06 7.8 Valid Immediate GOOD
• Smoothing: Window [893.85, 886.06, 878.45] -> Median: 886.06
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 7.8 L/d (drain-slow, band 106.2L over 13.8d, 96 pts)
17/04/2026 13:49:42 878.45 878.45 8.5 Valid Immediate GOOD
• Smoothing: Window [886.06, 878.45, 875.80] -> Median: 878.45
• Stability Filter: Accepted drop. Future rise is Real Top-up (Ended 725.5L higher). Drop accepted.
• Usage Rate: 8.5 L/d (drain-slow, band 110.0L over 13.9d, 97 pts)
17/04/2026 16:50:03 875.80 878.45 0.0 Valid Immediate GOOD
• Smoothing: Window [878.45, 875.80, 883.58] -> Median: 878.45
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 114.7L over 13.9d, 97 pts)
17/04/2026 19:50:24 883.58 878.45 8.4 Valid Immediate GOOD
• Smoothing: Window [875.80, 883.58, 880.93] -> Median: 880.93
• Monotonic Logic: Rejected small rise of 2.5L. Future plummeted back to baseline inside window (1.4d). Clamped to 878.5
• Usage Rate: 8.4 L/d (drain-slow, band 114.6L over 13.9d, 97 pts)
17/04/2026 22:50:49 880.93 878.45 0.0 Valid Immediate GOOD
• Smoothing: Window [883.58, 880.93, 875.80] -> Median: 880.93
• Monotonic Logic: Rejected small rise of 2.5L. Future plummeted back to baseline inside window (1.3d). Clamped to 878.5
• Usage Rate: 0.0 L/d (flat, band 115.4L over 13.9d, 97 pts)
18/04/2026 01:51:13 875.80 875.80 8.6 Valid Immediate GOOD
• Smoothing: Window [880.93, 875.80, 875.80] -> Median: 875.80
• Stability Filter: Accepted drop. Future rise is Real Top-up (Ended 733.1L higher). Drop accepted.
• Usage Rate: 8.6 L/d (drain-slow, band 116.5L over 13.8d, 97 pts)
18/04/2026 04:51:36 875.80 875.80 0.0 Valid Immediate GOOD
• Smoothing: Window [875.80, 875.80, 878.45] -> Median: 875.80
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 118.1L over 13.9d, 98 pts)
18/04/2026 07:51:58 878.45 875.80 8.5 Valid Immediate GOOD
• Smoothing: Window [875.80, 878.45, 868.19] -> Median: 875.80
• Stability Filter: No change in volume.
• Usage Rate: 8.5 L/d (drain-slow, band 117.6L over 13.9d, 98 pts)
18/04/2026 10:52:21 868.19 870.66 8.4 Valid Immediate GOOD
• Smoothing: Window [878.45, 868.19, 870.66] -> Median: 870.66
• Stability Filter: Accepted drop. Future rise is Real Top-up (Ended 735.8L higher). Drop accepted.
• Usage Rate: 8.4 L/d (drain-slow, band 116.4L over 13.9d, 98 pts)
18/04/2026 13:52:49 870.66 868.19 8.5 Valid Immediate GOOD
• Smoothing: Window [868.19, 870.66, 863.05] -> Median: 868.19
• Stability Filter: Accepted drop. Future rise is Real Top-up (Ended 740.9L higher). Drop accepted.
• Usage Rate: 8.5 L/d (drain-slow, band 116.5L over 13.9d, 98 pts)
19/04/2026 01:54:11 863.05 868.19 8.9 Valid Immediate GOOD
• Smoothing: Window [870.66, 863.05, 868.19] -> Median: 868.19
• Stability Filter: No change in volume.
• Usage Rate: 8.9 L/d (drain-slow, band 120.5L over 13.8d, 95 pts)
19/04/2026 04:54:30 868.19 863.05 9.0 Valid Immediate GOOD
• Smoothing: Window [863.05, 868.19, 857.92] -> Median: 863.05
• Stability Filter: Accepted drop. Future rise is Real Top-up (Ended 743.4L higher). Drop accepted.
• Usage Rate: 9.0 L/d (drain-slow, band 122.7L over 13.9d, 96 pts)
19/04/2026 07:54:48 857.92 857.92 9.0 Valid Immediate GOOD
• Smoothing: Window [868.19, 857.92, 857.92] -> Median: 857.92
• Stability Filter: Accepted drop. Future rise is Real Top-up (Ended 748.5L higher). Drop accepted.
• Usage Rate: 9.0 L/d (drain-slow, band 123.5L over 13.9d, 96 pts)
19/04/2026 13:55:33 857.92 857.92 8.9 Valid Immediate GOOD
• Smoothing: Window [857.92, 857.92, 857.92] -> Median: 857.92
• Stability Filter: No change in volume.
• Usage Rate: 8.9 L/d (drain-slow, band 123.2L over 13.9d, 95 pts)
19/04/2026 16:55:59 857.92 857.92 9.0 Valid Immediate GOOD
• Smoothing: Window [857.92, 857.92, 852.79] -> Median: 857.92
• Stability Filter: No change in volume.
• Usage Rate: 9.0 L/d (drain-slow, band 122.3L over 13.9d, 95 pts)
19/04/2026 22:56:38 852.79 857.92 8.6 Valid Immediate GOOD
• Smoothing: Window [857.92, 852.79, 857.92] -> Median: 857.92
• Stability Filter: No change in volume.
• Usage Rate: 8.6 L/d (drain-slow, band 119.1L over 13.9d, 94 pts)
20/04/2026 04:57:49 857.92 852.79 13.5 Valid Immediate GOOD
• Smoothing: Window [852.79, 857.92, 850.13] -> Median: 852.79
• Stability Filter: Accepted drop. Future rise is Real Top-up (Ended 753.7L higher). Drop accepted.
• Usage Rate: 13.5 L/d (drain-step, band 117.9L over 13.9d, 93 pts)
20/04/2026 10:58:30 850.13 850.13 9.0 Valid Immediate GOOD
• Smoothing: Window [857.92, 850.13, 850.13] -> Median: 850.13
• Stability Filter: Accepted drop. Future rise is Real Top-up (Ended 758.8L higher). Drop accepted.
• Usage Rate: 9.0 L/d (drain-slow, band 122.1L over 13.8d, 92 pts)
20/04/2026 13:58:50 850.13 850.13 9.0 Valid Immediate GOOD
• Smoothing: Window [850.13, 850.13, 847.65] -> Median: 850.13
• Stability Filter: No change in volume.
• Usage Rate: 9.0 L/d (drain-slow, band 124.3L over 13.9d, 93 pts)
20/04/2026 16:59:08 847.65 850.13 8.8 Valid Immediate GOOD
• Smoothing: Window [850.13, 847.65, 847.65] -> Median: 847.65
• Stability Filter: Clamped minor wobble drop of 2.5L back to stable level. Future rebound returned near baseline in 0.3d after a short wobble.
• Usage Rate: 8.8 L/d (drain-slow, band 121.3L over 13.9d, 93 pts)
20/04/2026 19:59:29 847.65 850.13 8.9 Valid Immediate GOOD
• Smoothing: Window [847.65, 847.65, 850.13] -> Median: 847.65
• Stability Filter: Clamped minor wobble drop of 2.5L back to stable level. Future rebound returned near baseline in 0.1d after a short wobble.
• Usage Rate: 8.9 L/d (drain-slow, band 122.7L over 13.9d, 93 pts)
20/04/2026 22:59:49 850.13 850.13 9.3 Valid Immediate GOOD
• Smoothing: Window [847.65, 850.13, 852.79] -> Median: 850.13
• Stability Filter: No change in volume.
• Usage Rate: 9.3 L/d (drain-slow, band 127.8L over 13.9d, 93 pts)
21/04/2026 02:00:16 852.79 850.13 9.4 Valid Immediate GOOD
• Smoothing: Window [850.13, 852.79, 845.00] -> Median: 850.13
• Stability Filter: No change in volume.
• Usage Rate: 9.4 L/d (drain-slow, band 128.5L over 13.8d, 93 pts)
21/04/2026 05:00:39 845.00 845.00 9.3 Valid Immediate GOOD
• Smoothing: Window [852.79, 845.00, 842.52] -> Median: 845.00
• Stability Filter: Accepted drop. Future rise is Real Top-up (Ended 761.5L higher). Drop accepted.
• Usage Rate: 9.3 L/d (drain-slow, band 128.3L over 13.9d, 94 pts)
21/04/2026 08:00:59 842.52 842.52 0.0 Valid Immediate GOOD
• Smoothing: Window [845.00, 842.52, 839.87] -> Median: 842.52
• Stability Filter: Accepted drop. Future rise is Real Top-up (Ended 766.6L higher). Drop accepted.
• Usage Rate: 0.0 L/d (flat, band 127.1L over 13.9d, 94 pts)
21/04/2026 11:01:21 839.87 839.87 9.5 Valid Immediate GOOD
• Smoothing: Window [842.52, 839.87, 837.39] -> Median: 839.87
• Stability Filter: Accepted drop. Future rise is Real Top-up (Ended 769.1L higher). Drop accepted.
• Usage Rate: 9.5 L/d (drain-slow, band 130.7L over 13.9d, 94 pts)
21/04/2026 14:01:42 837.39 837.39 9.5 Valid Immediate GOOD
• Smoothing: Window [839.87, 837.39, 837.39] -> Median: 837.39
• Stability Filter: Accepted drop. Future rise is Real Top-up (Ended 771.7L higher). Drop accepted.
• Usage Rate: 9.5 L/d (drain-slow, band 131.7L over 13.9d, 94 pts)
21/04/2026 17:02:02 837.39 837.39 9.6 Valid Immediate GOOD
• Smoothing: Window [837.39, 837.39, 832.25] -> Median: 837.39
• Stability Filter: No change in volume.
• Usage Rate: 9.6 L/d (drain-slow, band 132.3L over 13.9d, 94 pts)
21/04/2026 20:02:22 832.25 832.25 9.6 Valid Immediate GOOD
• Smoothing: Window [837.39, 832.25, 832.25] -> Median: 832.25
• Stability Filter: Accepted drop. Future rise is Real Top-up (Ended 774.2L higher). Drop accepted.
• Usage Rate: 9.6 L/d (drain-slow, band 132.6L over 13.9d, 94 pts)
21/04/2026 23:02:43 832.25 832.25 0.0 Valid Immediate GOOD
• Smoothing: Window [832.25, 832.25, 824.47] -> Median: 832.25
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 131.3L over 13.9d, 94 pts)
22/04/2026 05:03:24 824.47 824.47 9.7 Valid Immediate GOOD
• Smoothing: Window [832.25, 824.47, 819.33] -> Median: 824.47
• Stability Filter: Accepted drop. Future rise is Real Top-up (Ended 779.3L higher). Drop accepted.
• Usage Rate: 9.7 L/d (drain-slow, band 132.6L over 13.8d, 94 pts)
22/04/2026 08:03:47 819.33 819.33 9.6 Valid Immediate GOOD
• Smoothing: Window [824.47, 819.33, 819.33] -> Median: 819.33 (Edge Protected)
• Stability Filter: Accepted drop. Future rise is Real Top-up (Ended 787.1L higher). Drop accepted.
• Usage Rate: 9.6 L/d (drain-slow, band 133.2L over 13.9d, 95 pts)
22/04/2026 11:04:08 1,611.59 1,611.59 - Top-up Verified (Latency) GOOD
• Smoothing: Window [1,611.59, 1,611.59, 1,614.42] -> Median: 1,611.59 (Edge Protected)
• Monotonic Logic: Accepted Top-up Rise of 792.3L. Future stepped down gradually (Valid Usage).
22/04/2026 17:04:47 1,614.42 1,611.59 - Valid Immediate GOOD
• Smoothing: Window [1,611.59, 1,614.42, 1,614.42] -> Median: 1,614.42
• Monotonic Logic: Rejected small rise of 2.8L. Future plummeted back to baseline inside window (0.8d). Clamped to 1,611.6
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
22/04/2026 20:05:06 1,614.42 1,611.59 - Valid Immediate GOOD
• Smoothing: Window [1,614.42, 1,614.42, 1,611.59] -> Median: 1,614.42
• Monotonic Logic: Rejected small rise of 2.8L. Future plummeted back to baseline inside window (0.6d). Clamped to 1,611.6
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
22/04/2026 23:05:28 1,611.59 1,611.59 - Valid Immediate GOOD
• Smoothing: Window [1,614.42, 1,611.59, 1,604.51] -> Median: 1,611.59
• Stability Filter: No change in volume.
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
23/04/2026 05:06:13 1,604.51 1,605.92 - Valid Immediate GOOD
• Smoothing: Window [1,611.59, 1,604.51, 1,605.92] -> Median: 1,605.92
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
23/04/2026 08:06:35 1,605.92 1,604.51 - Valid Immediate GOOD
• Smoothing: Window [1,604.51, 1,605.92, 1,596.01] -> Median: 1,604.51
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
23/04/2026 11:06:59 1,596.01 1,596.01 - Valid Immediate GOOD
• Smoothing: Window [1,605.92, 1,596.01, 1,596.01] -> Median: 1,596.01
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
23/04/2026 14:07:24 1,596.01 1,596.01 - Valid Immediate GOOD
• Smoothing: Window [1,596.01, 1,596.01, 1,596.01] -> Median: 1,596.01
• Stability Filter: No change in volume.
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
23/04/2026 17:07:47 1,596.01 1,596.01 - Valid Immediate GOOD
• Smoothing: Window [1,596.01, 1,596.01, 1,601.67] -> Median: 1,596.01
• Stability Filter: No change in volume.
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
23/04/2026 20:08:09 1,601.67 1,596.01 - Valid Immediate GOOD
• Smoothing: Window [1,596.01, 1,601.67, 1,598.84] -> Median: 1,598.84
• Monotonic Logic: Rejected small rise of 2.8L. Future plummeted back to baseline inside window (1.5d). Clamped to 1,596.0
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
23/04/2026 23:08:37 1,598.84 1,596.01 - Valid Immediate GOOD
• Smoothing: Window [1,601.67, 1,598.84, 1,591.76] -> Median: 1,598.84
• Monotonic Logic: Rejected small rise of 2.8L. Future plummeted back to baseline inside window (1.4d). Clamped to 1,596.0
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
24/04/2026 05:09:19 1,591.76 1,591.76 - Valid Immediate GOOD
• Smoothing: Window [1,598.84, 1,591.76, 1,591.76] -> Median: 1,591.76
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
24/04/2026 08:09:39 1,591.76 1,591.76 - Valid Immediate GOOD
• Smoothing: Window [1,591.76, 1,591.76, 1,586.10] -> Median: 1,591.76
• Stability Filter: No change in volume.
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
24/04/2026 11:09:59 1,586.10 1,588.93 - Valid Immediate GOOD
• Smoothing: Window [1,591.76, 1,586.10, 1,588.93] -> Median: 1,588.93
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
24/04/2026 14:10:21 1,588.93 1,586.10 - Valid Immediate GOOD
• Smoothing: Window [1,586.10, 1,588.93, 1,586.10] -> Median: 1,586.10
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
24/04/2026 17:10:45 1,586.10 1,586.10 14.1 Valid Immediate GOOD
• Smoothing: Window [1,588.93, 1,586.10, 1,584.68] -> Median: 1,586.10
• Stability Filter: No change in volume.
• Usage Rate: 14.1 L/d (drain-slow, band 26.1L over 2.0d, 15 pts)
24/04/2026 20:11:07 1,584.68 1,586.10 13.3 Valid Immediate GOOD
• Smoothing: Window [1,586.10, 1,584.68, 1,588.93] -> Median: 1,586.10
• Stability Filter: No change in volume.
• Usage Rate: 13.3 L/d (drain-slow, band 26.9L over 2.1d, 16 pts)
24/04/2026 23:11:29 1,588.93 1,586.10 12.6 Valid Immediate GOOD
• Smoothing: Window [1,584.68, 1,588.93, 1,586.10] -> Median: 1,586.10
• Stability Filter: No change in volume.
• Usage Rate: 12.6 L/d (drain-slow, band 26.6L over 2.3d, 17 pts)
25/04/2026 05:12:15 1,586.10 1,586.10 10.7 Valid Immediate GOOD
• Smoothing: Window [1,588.93, 1,586.10, 1,576.19] -> Median: 1,586.10
• Stability Filter: No change in volume.
• Usage Rate: 10.7 L/d (drain-slow, band 26.3L over 2.5d, 18 pts)
25/04/2026 08:12:35 1,576.19 1,576.19 10.5 Valid Immediate GOOD
• Smoothing: Window [1,586.10, 1,576.19, 1,574.77] -> Median: 1,576.19
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 10.5 L/d (drain-slow, band 26.3L over 2.6d, 19 pts)
25/04/2026 11:12:56 1,574.77 1,576.19 11.6 Valid Immediate GOOD
• Smoothing: Window [1,576.19, 1,574.77, 1,576.19] -> Median: 1,576.19
• Stability Filter: No change in volume.
• Usage Rate: 11.6 L/d (drain-slow, band 28.0L over 2.8d, 20 pts)
25/04/2026 14:13:16 1,576.19 1,576.19 12.8 Valid Immediate GOOD
• Smoothing: Window [1,574.77, 1,576.19, 1,580.43] -> Median: 1,576.19
• Stability Filter: No change in volume.
• Usage Rate: 12.8 L/d (drain-slow, band 35.4L over 2.9d, 21 pts)
25/04/2026 17:13:37 1,580.43 1,576.19 12.2 Valid Immediate GOOD
• Smoothing: Window [1,576.19, 1,580.43, 1,574.77] -> Median: 1,576.19
• Stability Filter: No change in volume.
• Usage Rate: 12.2 L/d (drain-slow, band 34.4L over 3.0d, 22 pts)
25/04/2026 20:13:56 1,574.77 1,576.19 11.3 Valid Immediate GOOD
• Smoothing: Window [1,580.43, 1,574.77, 1,577.60] -> Median: 1,577.60
• Monotonic Logic: Rejected small rise of 1.4L. Future plummeted back to baseline inside window (1.8d). Clamped to 1,576.2
• Usage Rate: 11.3 L/d (drain-slow, band 34.3L over 3.1d, 23 pts)
25/04/2026 23:14:17 1,577.60 1,576.19 10.9 Valid Immediate GOOD
• Smoothing: Window [1,574.77, 1,577.60, 1,576.19] -> Median: 1,576.19
• Stability Filter: No change in volume.
• Usage Rate: 10.9 L/d (drain-slow, band 33.7L over 3.3d, 24 pts)
26/04/2026 02:14:38 1,576.19 1,576.19 10.5 Valid Immediate GOOD
• Smoothing: Window [1,577.60, 1,576.19, 1,571.94] -> Median: 1,576.19
• Stability Filter: No change in volume.
• Usage Rate: 10.5 L/d (drain-slow, band 33.1L over 3.4d, 25 pts)
26/04/2026 05:14:58 1,571.94 1,571.94 10.1 Valid Immediate GOOD
• Smoothing: Window [1,576.19, 1,571.94, 1,571.94] -> Median: 1,571.94
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 10.1 L/d (drain-slow, band 33.3L over 3.5d, 26 pts)
26/04/2026 08:15:21 1,571.94 1,571.94 10.1 Valid Immediate GOOD
• Smoothing: Window [1,571.94, 1,571.94, 1,567.69] -> Median: 1,571.94
• Stability Filter: No change in volume.
• Usage Rate: 10.1 L/d (drain-slow, band 33.4L over 3.6d, 27 pts)
26/04/2026 11:15:45 1,567.69 1,570.52 9.4 Valid Immediate GOOD
• Smoothing: Window [1,571.94, 1,567.69, 1,570.52] -> Median: 1,570.52
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 9.4 L/d (drain-slow, band 33.7L over 3.8d, 28 pts)
26/04/2026 14:16:09 1,570.52 1,570.52 9.5 Valid Immediate GOOD
• Smoothing: Window [1,567.69, 1,570.52, 1,570.52] -> Median: 1,570.52
• Stability Filter: No change in volume.
• Usage Rate: 9.5 L/d (drain-slow, band 35.1L over 3.9d, 29 pts)
26/04/2026 17:16:32 1,570.52 1,570.52 9.4 Valid Immediate GOOD
• Smoothing: Window [1,570.52, 1,570.52, 1,566.27] -> Median: 1,570.52
• Stability Filter: No change in volume.
• Usage Rate: 9.4 L/d (drain-slow, band 34.7L over 4.0d, 30 pts)
26/04/2026 20:17:00 1,566.27 1,566.27 9.2 Valid Immediate GOOD
• Smoothing: Window [1,570.52, 1,566.27, 1,564.86] -> Median: 1,566.27
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 9.2 L/d (drain-slow, band 35.4L over 4.1d, 31 pts)
26/04/2026 23:17:20 1,564.86 1,564.86 9.3 Valid Immediate GOOD
• Smoothing: Window [1,566.27, 1,564.86, 1,563.44] -> Median: 1,564.86
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 9.3 L/d (drain-slow, band 35.3L over 4.3d, 32 pts)
27/04/2026 02:17:56 1,563.44 1,564.86 8.7 Valid Immediate GOOD
• Smoothing: Window [1,564.86, 1,563.44, 1,566.27] -> Median: 1,564.86
• Stability Filter: No change in volume.
• Usage Rate: 8.7 L/d (drain-slow, band 37.4L over 4.4d, 33 pts)
27/04/2026 05:18:36 1,566.27 1,563.44 8.8 Valid Immediate GOOD
• Smoothing: Window [1,563.44, 1,566.27, 1,560.61] -> Median: 1,563.44
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 8.8 L/d (drain-slow, band 38.8L over 4.5d, 34 pts)
27/04/2026 08:19:04 1,560.61 1,560.61 8.6 Valid Immediate GOOD
• Smoothing: Window [1,566.27, 1,560.61, 1,557.78] -> Median: 1,560.61
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 8.6 L/d (drain-slow, band 39.1L over 4.6d, 35 pts)
27/04/2026 11:19:28 1,557.78 1,560.61 8.6 Valid Immediate GOOD
• Smoothing: Window [1,560.61, 1,557.78, 1,560.61] -> Median: 1,560.61
• Stability Filter: No change in volume.
• Usage Rate: 8.6 L/d (drain-slow, band 39.6L over 4.8d, 36 pts)
27/04/2026 14:19:51 1,560.61 1,557.78 8.7 Valid Immediate GOOD
• Smoothing: Window [1,557.78, 1,560.61, 1,557.78] -> Median: 1,557.78
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 8.7 L/d (drain-slow, band 40.8L over 4.9d, 37 pts)
27/04/2026 17:20:11 1,557.78 1,557.78 8.6 Valid Immediate GOOD
• Smoothing: Window [1,560.61, 1,557.78, 1,559.19] -> Median: 1,559.19
• Monotonic Logic: Rejected small rise of 1.4L. Future plummeted back to baseline inside window (2.6d). Clamped to 1,557.8
• Usage Rate: 8.6 L/d (drain-slow, band 42.3L over 5.0d, 38 pts)
27/04/2026 20:20:34 1,559.19 1,557.78 8.7 Valid Immediate GOOD
• Smoothing: Window [1,557.78, 1,559.19, 1,556.36] -> Median: 1,557.78
• Stability Filter: No change in volume.
• Usage Rate: 8.7 L/d (drain-slow, band 44.2L over 5.1d, 39 pts)
27/04/2026 23:20:56 1,556.36 1,557.78 8.6 Valid Immediate GOOD
• Smoothing: Window [1,559.19, 1,556.36, 1,563.44] -> Median: 1,559.19
• Monotonic Logic: Rejected small rise of 1.4L. Future plummeted back to baseline inside window (2.4d). Clamped to 1,557.8
• Usage Rate: 8.6 L/d (drain-slow, band 44.2L over 5.3d, 40 pts)
28/04/2026 05:21:38 1,563.44 1,556.36 8.2 Valid Immediate GOOD
• Smoothing: Window [1,556.36, 1,563.44, 1,552.11] -> Median: 1,556.36
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 8.2 L/d (drain-slow, band 43.9L over 5.5d, 41 pts)
28/04/2026 08:22:01 1,552.11 1,556.36 8.3 Valid Immediate GOOD
• Smoothing: Window [1,563.44, 1,552.11, 1,552.11] -> Median: 1,552.11
• 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: 8.3 L/d (drain-slow, band 44.9L over 5.6d, 42 pts)
28/04/2026 11:22:26 1,552.11 1,556.36 8.1 Valid Immediate GOOD
• Smoothing: Window [1,552.11, 1,552.11, 1,554.95] -> Median: 1,552.11
• 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: 8.1 L/d (drain-slow, band 45.9L over 5.8d, 43 pts)
28/04/2026 14:22:47 1,554.95 1,554.95 7.9 Valid Immediate GOOD
• Smoothing: Window [1,552.11, 1,554.95, 1,557.78] -> Median: 1,554.95
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 7.9 L/d (drain-slow, band 45.9L over 5.9d, 44 pts)
28/04/2026 17:23:08 1,557.78 1,554.95 7.8 Valid Immediate GOOD
• Smoothing: Window [1,554.95, 1,557.78, 1,552.11] -> Median: 1,554.95
• Stability Filter: No change in volume.
• Usage Rate: 7.8 L/d (drain-slow, band 45.6L over 6.0d, 45 pts)
28/04/2026 20:23:31 1,552.11 1,552.11 7.8 Valid Immediate GOOD
• Smoothing: Window [1,557.78, 1,552.11, 1,552.11] -> Median: 1,552.11
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 7.8 L/d (drain-slow, band 46.0L over 6.1d, 46 pts)
28/04/2026 23:23:54 1,552.11 1,552.11 7.9 Valid Immediate GOOD
• Smoothing: Window [1,552.11, 1,552.11, 1,549.46] -> Median: 1,552.11
• Stability Filter: No change in volume.
• Usage Rate: 7.9 L/d (drain-slow, band 47.0L over 6.3d, 47 pts)
29/04/2026 05:24:41 1,549.46 1,549.46 7.6 Valid Immediate GOOD
• Smoothing: Window [1,552.11, 1,549.46, 1,546.63] -> Median: 1,549.46
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 7.6 L/d (drain-slow, band 48.4L over 6.5d, 48 pts)
29/04/2026 08:25:03 1,546.63 1,546.63 7.7 Valid Immediate GOOD
• Smoothing: Window [1,549.46, 1,546.63, 1,540.96] -> Median: 1,546.63
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 7.7 L/d (drain-slow, band 50.1L over 6.6d, 49 pts)
29/04/2026 11:25:32 1,540.96 1,546.63 7.5 Valid Immediate GOOD
• Smoothing: Window [1,546.63, 1,540.96, 1,543.79] -> Median: 1,543.79
• Stability Filter: Clamped minor wobble drop of 2.8L back to stable level. Future rebound returned near baseline in 0.3d after a short wobble.
• Usage Rate: 7.5 L/d (drain-slow, band 49.8L over 6.8d, 50 pts)
29/04/2026 14:25:56 1,543.79 1,546.63 7.4 Valid Immediate GOOD
• Smoothing: Window [1,540.96, 1,543.79, 1,545.21] -> Median: 1,543.79
• Stability Filter: Clamped minor wobble drop of 2.8L back to stable level. Future rebound returned near baseline in 0.1d after a short wobble.
• Usage Rate: 7.4 L/d (drain-slow, band 49.6L over 6.9d, 51 pts)
29/04/2026 17:26:20 1,545.21 1,545.21 7.5 Valid Immediate GOOD
• Smoothing: Window [1,543.79, 1,545.21, 1,550.70] -> Median: 1,545.21
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 7.5 L/d (drain-slow, band 49.3L over 7.0d, 52 pts)
29/04/2026 23:27:04 1,550.70 1,545.21 7.0 Valid Immediate GOOD
• Smoothing: Window [1,545.21, 1,550.70, 1,543.79] -> Median: 1,545.21
• Stability Filter: No change in volume.
• Usage Rate: 7.0 L/d (drain-slow, band 50.1L over 7.3d, 53 pts)
30/04/2026 05:27:46 1,543.79 1,543.79 6.9 Valid Immediate GOOD
• Smoothing: Window [1,550.70, 1,543.79, 1,536.71] -> Median: 1,543.79
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 6.9 L/d (drain-slow, band 51.0L over 7.5d, 54 pts)
30/04/2026 08:28:12 1,536.71 1,539.55 7.2 Valid Immediate GOOD
• Smoothing: Window [1,543.79, 1,536.71, 1,539.55] -> Median: 1,539.55
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 7.2 L/d (drain-slow, band 52.8L over 7.6d, 55 pts)
30/04/2026 11:28:36 1,539.55 1,539.55 7.3 Valid Immediate GOOD
• Smoothing: Window [1,536.71, 1,539.55, 1,539.55] -> Median: 1,539.55
• Stability Filter: No change in volume.
• Usage Rate: 7.3 L/d (drain-slow, band 54.3L over 7.8d, 56 pts)
30/04/2026 14:28:58 1,539.55 1,539.55 7.3 Valid Immediate GOOD
• Smoothing: Window [1,539.55, 1,539.55, 1,538.13] -> Median: 1,539.55
• Stability Filter: No change in volume.
• Usage Rate: 7.3 L/d (drain-slow, band 55.3L over 7.9d, 57 pts)
30/04/2026 17:29:19 1,538.13 1,538.13 7.0 Valid Immediate GOOD
• Smoothing: Window [1,539.55, 1,538.13, 1,532.47] -> Median: 1,538.13
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 7.0 L/d (drain-slow, band 55.9L over 8.0d, 58 pts)
30/04/2026 20:29:40 1,532.47 1,533.88 7.1 Valid Immediate GOOD
• Smoothing: Window [1,538.13, 1,532.47, 1,533.88] -> Median: 1,533.88
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 7.1 L/d (drain-slow, band 56.2L over 8.1d, 59 pts)
30/04/2026 23:30:10 1,533.88 1,532.47 7.3 Valid Immediate GOOD
• Smoothing: Window [1,532.47, 1,533.88, 1,532.47] -> Median: 1,532.47
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 7.3 L/d (drain-slow, band 58.3L over 8.3d, 60 pts)
01/05/2026 02:30:29 1,532.47 1,532.47 7.2 Valid Immediate GOOD
• Smoothing: Window [1,533.88, 1,532.47, 1,531.05] -> Median: 1,532.47
• Stability Filter: No change in volume.
• Usage Rate: 7.2 L/d (drain-slow, band 59.3L over 8.4d, 61 pts)
01/05/2026 05:30:51 1,531.05 1,532.47 7.2 Valid Immediate GOOD
• Smoothing: Window [1,532.47, 1,531.05, 1,531.05] -> Median: 1,531.05
• Stability Filter: Clamped minor wobble drop of 1.4L back to stable level. Future rebound returned near baseline in 0.3d after a short wobble.
• Usage Rate: 7.2 L/d (drain-slow, band 59.0L over 8.5d, 62 pts)
01/05/2026 08:31:16 1,531.05 1,532.47 7.0 Valid Immediate GOOD
• Smoothing: Window [1,531.05, 1,531.05, 1,533.88] -> Median: 1,531.05
• Stability Filter: Clamped minor wobble drop of 1.4L back to stable level. Future rebound returned near baseline in 0.1d after a short wobble.
• Usage Rate: 7.0 L/d (drain-slow, band 59.9L over 8.6d, 63 pts)
01/05/2026 11:31:42 1,533.88 1,532.47 7.1 Valid Immediate GOOD
• Smoothing: Window [1,531.05, 1,533.88, 1,532.47] -> Median: 1,532.47
• Stability Filter: No change in volume.
• Usage Rate: 7.1 L/d (drain-slow, band 60.9L over 8.8d, 64 pts)
01/05/2026 17:32:32 1,532.47 1,532.47 7.2 Valid Immediate GOOD
• Smoothing: Window [1,533.88, 1,532.47, 1,528.22] -> Median: 1,532.47
• Stability Filter: No change in volume.
• Usage Rate: 7.2 L/d (drain-slow, band 62.7L over 9.0d, 65 pts)
01/05/2026 23:33:15 1,528.22 1,528.22 7.0 Valid Immediate GOOD
• Smoothing: Window [1,532.47, 1,528.22, 1,528.22] -> Median: 1,528.22
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 7.0 L/d (drain-slow, band 63.5L over 9.3d, 66 pts)
02/05/2026 02:33:41 1,528.22 1,528.22 7.1 Valid Immediate GOOD
• Smoothing: Window [1,528.22, 1,528.22, 1,526.80] -> Median: 1,528.22
• Stability Filter: No change in volume.
• Usage Rate: 7.1 L/d (drain-slow, band 63.8L over 9.4d, 67 pts)
02/05/2026 05:34:03 1,526.80 1,526.80 6.8 Valid Immediate GOOD
• Smoothing: Window [1,528.22, 1,526.80, 1,522.55] -> Median: 1,526.80
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 6.8 L/d (drain-slow, band 64.4L over 9.5d, 68 pts)
02/05/2026 08:34:39 1,522.55 1,526.80 6.7 Valid Immediate GOOD
• Smoothing: Window [1,526.80, 1,522.55, 1,525.39] -> Median: 1,525.39
• Stability Filter: Clamped minor wobble drop of 1.4L back to stable level. Future rebound returned near baseline in 0.3d after a short wobble.
• Usage Rate: 6.7 L/d (drain-slow, band 64.1L over 9.6d, 69 pts)
02/05/2026 11:34:58 1,525.39 1,526.80 6.7 Valid Immediate GOOD
• Smoothing: Window [1,522.55, 1,525.39, 1,526.80] -> Median: 1,525.39
• Stability Filter: Clamped minor wobble drop of 1.4L back to stable level. Future rebound returned near baseline in 0.1d after a short wobble.
• Usage Rate: 6.7 L/d (drain-slow, band 64.0L over 9.8d, 70 pts)
02/05/2026 14:35:24 1,526.80 1,526.80 6.7 Valid Immediate GOOD
• Smoothing: Window [1,525.39, 1,526.80, 1,529.63] -> Median: 1,526.80
• Stability Filter: No change in volume.
• Usage Rate: 6.7 L/d (drain-slow, band 65.0L over 9.9d, 71 pts)
02/05/2026 17:35:48 1,529.63 1,526.80 6.7 Valid Immediate GOOD
• Smoothing: Window [1,526.80, 1,529.63, 1,525.39] -> Median: 1,526.80
• Stability Filter: No change in volume.
• Usage Rate: 6.7 L/d (drain-slow, band 65.0L over 10.0d, 72 pts)
02/05/2026 20:36:13 1,525.39 1,525.39 6.5 Valid Immediate GOOD
• Smoothing: Window [1,529.63, 1,525.39, 1,523.97] -> Median: 1,525.39
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 6.5 L/d (drain-slow, band 66.1L over 10.1d, 73 pts)
02/05/2026 23:36:33 1,523.97 1,523.97 6.6 Valid Immediate GOOD
• Smoothing: Window [1,525.39, 1,523.97, 1,522.55] -> Median: 1,523.97
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 6.6 L/d (drain-slow, band 67.4L over 10.3d, 74 pts)
03/05/2026 02:36:51 1,522.55 1,522.55 0.0 Valid Immediate GOOD
• Smoothing: Window [1,523.97, 1,522.55, 1,522.55] -> Median: 1,522.55
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 0.0 L/d (flat, band 67.8L over 10.4d, 75 pts)
03/05/2026 05:37:11 1,522.55 1,522.55 6.6 Valid Immediate GOOD
• Smoothing: Window [1,522.55, 1,522.55, 1,518.31] -> Median: 1,522.55
• Stability Filter: No change in volume.
• Usage Rate: 6.6 L/d (drain-slow, band 68.5L over 10.5d, 76 pts)
03/05/2026 08:37:34 1,518.31 1,518.31 0.0 Valid Immediate GOOD
• Smoothing: Window [1,522.55, 1,518.31, 1,514.06] -> Median: 1,518.31
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 0.0 L/d (flat, band 69.2L over 10.6d, 77 pts)
03/05/2026 11:37:55 1,514.06 1,514.06 6.5 Valid Immediate GOOD
• Smoothing: Window [1,518.31, 1,514.06, 1,512.64] -> Median: 1,514.06
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 6.5 L/d (drain-slow, band 69.6L over 10.8d, 78 pts)
03/05/2026 14:38:15 1,512.64 1,514.06 0.0 Valid Immediate GOOD
• Smoothing: Window [1,514.06, 1,512.64, 1,515.47] -> Median: 1,514.06
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 70.6L over 10.9d, 79 pts)
03/05/2026 17:38:39 1,515.47 1,514.06 6.5 Valid Immediate GOOD
• Smoothing: Window [1,512.64, 1,515.47, 1,511.23] -> Median: 1,512.64
• Stability Filter: Clamped minor wobble drop of 1.4L back to stable level. Future rebound returned near baseline in 0.4d after a short wobble.
• Usage Rate: 6.5 L/d (drain-slow, band 70.8L over 11.0d, 80 pts)
03/05/2026 20:38:57 1,511.23 1,514.06 6.5 Valid Immediate GOOD
• Smoothing: Window [1,515.47, 1,511.23, 1,512.64] -> Median: 1,512.64
• Stability Filter: Clamped minor wobble drop of 1.4L back to stable level. Future rebound returned near baseline in 0.3d after a short wobble.
• Usage Rate: 6.5 L/d (drain-slow, band 72.0L over 11.1d, 81 pts)
03/05/2026 23:39:17 1,512.64 1,514.06 6.5 Valid Immediate GOOD
• Smoothing: Window [1,511.23, 1,512.64, 1,515.47] -> Median: 1,512.64
• Stability Filter: Clamped minor wobble drop of 1.4L back to stable level. Future rebound returned near baseline in 0.1d after a short wobble.
• Usage Rate: 6.5 L/d (drain-slow, band 73.3L over 11.3d, 82 pts)
04/05/2026 02:39:41 1,515.47 1,514.06 0.0 Valid Immediate GOOD
• Smoothing: Window [1,512.64, 1,515.47, 1,514.06] -> Median: 1,514.06
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 73.5L over 11.4d, 83 pts)
04/05/2026 08:40:29 1,514.06 1,514.06 0.0 Valid Immediate GOOD
• Smoothing: Window [1,515.47, 1,514.06, 1,512.64] -> Median: 1,514.06
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 73.5L over 11.6d, 84 pts)
04/05/2026 11:41:00 1,512.64 1,512.64 6.6 Valid Immediate GOOD
• Smoothing: Window [1,514.06, 1,512.64, 1,511.23] -> Median: 1,512.64
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 6.6 L/d (drain-slow, band 76.0L over 11.8d, 85 pts)
04/05/2026 14:41:23 1,511.23 1,512.64 6.8 Valid Immediate GOOD
• Smoothing: Window [1,512.64, 1,511.23, 1,509.81] -> Median: 1,511.23
• Stability Filter: Clamped minor wobble drop of 1.4L back to stable level. Future rebound returned near baseline in 0.4d after a short wobble.
• Usage Rate: 6.8 L/d (drain-slow, band 79.1L over 11.9d, 86 pts)
04/05/2026 17:41:41 1,509.81 1,512.64 0.0 Valid Immediate GOOD
• Smoothing: Window [1,511.23, 1,509.81, 1,512.64] -> Median: 1,511.23
• Stability Filter: Clamped minor wobble drop of 1.4L back to stable level. Future rebound returned near baseline in 0.3d after a short wobble.
• Usage Rate: 0.0 L/d (flat, band 80.5L over 12.0d, 87 pts)
04/05/2026 20:42:05 1,512.64 1,512.64 6.7 Valid Immediate GOOD
• Smoothing: Window [1,509.81, 1,512.64, 1,511.23] -> Median: 1,511.23
• Stability Filter: Median artifact detected. Rescued Raw Value (1,512.6L).
• Usage Rate: 6.7 L/d (drain-slow, band 81.0L over 12.2d, 88 pts)
04/05/2026 23:42:31 1,511.23 1,512.64 0.0 Valid Immediate GOOD
• Smoothing: Window [1,512.64, 1,511.23, 1,515.47] -> Median: 1,512.64
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 82.0L over 12.3d, 89 pts)
05/05/2026 05:43:12 1,515.47 1,511.23 0.0 Valid Immediate GOOD
• Smoothing: Window [1,511.23, 1,515.47, 1,508.39] -> Median: 1,511.23
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 0.0 L/d (flat, band 82.0L over 12.5d, 90 pts)
05/05/2026 08:43:33 1,508.39 1,508.39 6.5 Valid Immediate GOOD
• Smoothing: Window [1,515.47, 1,508.39, 1,504.15] -> Median: 1,508.39
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 6.5 L/d (drain-slow, band 82.0L over 12.7d, 91 pts)
05/05/2026 11:43:58 1,504.15 1,504.15 6.5 Valid Immediate GOOD
• Smoothing: Window [1,508.39, 1,504.15, 1,504.15] -> Median: 1,504.15
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 6.5 L/d (drain-slow, band 82.8L over 12.8d, 92 pts)
05/05/2026 14:44:17 1,504.15 1,504.15 6.5 Valid Immediate GOOD
• Smoothing: Window [1,504.15, 1,504.15, 1,504.15] -> Median: 1,504.15
• Stability Filter: No change in volume.
• Usage Rate: 6.5 L/d (drain-slow, band 82.5L over 12.9d, 93 pts)
05/05/2026 17:44:38 1,504.15 1,504.15 6.4 Valid Immediate GOOD
• Smoothing: Window [1,504.15, 1,504.15, 1,498.48] -> Median: 1,504.15
• Stability Filter: No change in volume.
• Usage Rate: 6.4 L/d (drain-slow, band 82.1L over 13.0d, 94 pts)
06/05/2026 05:46:10 1,498.48 1,501.31 6.2 Valid Immediate GOOD
• Smoothing: Window [1,504.15, 1,498.48, 1,501.31] -> Median: 1,501.31
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 6.2 L/d (drain-slow, band 81.7L over 13.5d, 95 pts)
06/05/2026 08:46:33 1,501.31 1,498.48 6.2 Valid Immediate GOOD
• Smoothing: Window [1,498.48, 1,501.31, 1,498.48] -> Median: 1,498.48
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 6.2 L/d (drain-slow, band 82.0L over 13.7d, 96 pts)
06/05/2026 11:47:00 1,498.48 1,498.48 6.2 Valid Immediate GOOD
• Smoothing: Window [1,501.31, 1,498.48, 1,497.07] -> Median: 1,498.48
• Stability Filter: No change in volume.
• Usage Rate: 6.2 L/d (drain-slow, band 82.2L over 13.8d, 97 pts)
06/05/2026 14:47:31 1,497.07 1,498.48 5.9 Valid Immediate GOOD
• Smoothing: Window [1,498.48, 1,497.07, 1,498.48] -> Median: 1,498.48
• Stability Filter: No change in volume.
• Usage Rate: 5.9 L/d (drain-slow, band 81.8L over 13.9d, 98 pts)
06/05/2026 17:47:52 1,498.48 1,498.48 5.8 Valid Immediate GOOD
• Smoothing: Window [1,497.07, 1,498.48, 1,498.48] -> Median: 1,498.48
• Stability Filter: No change in volume.
• Usage Rate: 5.8 L/d (drain-slow, band 81.0L over 13.9d, 98 pts)
06/05/2026 20:48:22 1,498.48 1,498.48 5.8 Valid Immediate GOOD
• Smoothing: Window [1,498.48, 1,498.48, 1,498.48] -> Median: 1,498.48
• Stability Filter: No change in volume.
• Usage Rate: 5.8 L/d (drain-slow, band 80.4L over 13.9d, 98 pts)
06/05/2026 23:48:44 1,498.48 1,498.48 6.0 Valid Immediate GOOD
• Smoothing: Window [1,498.48, 1,498.48, 1,497.07] -> Median: 1,498.48
• Stability Filter: No change in volume.
• Usage Rate: 6.0 L/d (drain-slow, band 81.8L over 13.8d, 98 pts)
07/05/2026 05:49:27 1,497.07 1,498.48 6.0 Valid Immediate GOOD
• Smoothing: Window [1,498.48, 1,497.07, 1,499.90] -> Median: 1,498.48
• Stability Filter: No change in volume.
• Usage Rate: 6.0 L/d (drain-slow, band 82.8L over 13.9d, 98 pts)
07/05/2026 08:49:56 1,499.90 1,497.07 0.0 Valid Immediate GOOD
• Smoothing: Window [1,497.07, 1,499.90, 1,495.65] -> Median: 1,497.07
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 0.0 L/d (flat, band 82.0L over 13.9d, 98 pts)
07/05/2026 11:50:24 1,495.65 1,495.65 6.0 Valid Immediate GOOD
• Smoothing: Window [1,499.90, 1,495.65, 1,495.65] -> Median: 1,495.65
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 6.0 L/d (drain-slow, band 82.8L over 13.9d, 98 pts)
07/05/2026 17:51:35 1,495.65 1,495.65 6.1 Valid Immediate GOOD
• Smoothing: Window [1,495.65, 1,495.65, 1,491.40] -> Median: 1,495.65
• Stability Filter: No change in volume.
• Usage Rate: 6.1 L/d (drain-slow, band 81.4L over 13.9d, 97 pts)
07/05/2026 20:52:04 1,491.40 1,494.23 5.9 Valid Immediate GOOD
• Smoothing: Window [1,495.65, 1,491.40, 1,494.23] -> Median: 1,494.23
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 5.9 L/d (drain-slow, band 79.4L over 13.9d, 97 pts)
07/05/2026 23:52:27 1,494.23 1,492.82 5.7 Valid Immediate GOOD
• Smoothing: Window [1,491.40, 1,494.23, 1,492.82] -> Median: 1,492.82
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 5.7 L/d (drain-slow, band 78.3L over 13.8d, 97 pts)
08/05/2026 02:52:46 1,492.82 1,492.82 5.6 Valid Immediate GOOD
• Smoothing: Window [1,494.23, 1,492.82, 1,486.80] -> Median: 1,492.82
• Stability Filter: No change in volume.
• Usage Rate: 5.6 L/d (drain-slow, band 78.1L over 13.9d, 98 pts)
08/05/2026 05:53:06 1,486.80 1,486.80 0.0 Valid Immediate GOOD
• Smoothing: Window [1,492.82, 1,486.80, 1,485.21] -> Median: 1,486.80
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 0.0 L/d (flat, band 77.7L over 13.9d, 98 pts)
08/05/2026 08:53:30 1,485.21 1,486.80 0.0 Valid Immediate GOOD
• Smoothing: Window [1,486.80, 1,485.21, 1,488.39] -> Median: 1,486.80
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 77.7L over 13.9d, 98 pts)
08/05/2026 14:54:16 1,488.39 1,486.80 5.6 Valid Immediate GOOD
• Smoothing: Window [1,485.21, 1,488.39, 1,485.21] -> Median: 1,485.21
• Stability Filter: Clamped minor wobble drop of 1.6L back to stable level. Future rebound returned near baseline in 0.1d after a short wobble.
• Usage Rate: 5.6 L/d (drain-slow, band 76.9L over 13.9d, 97 pts)
08/05/2026 17:54:40 1,485.21 1,486.80 5.6 Valid Immediate GOOD
• Smoothing: Window [1,488.39, 1,485.21, 1,486.80] -> Median: 1,486.80
• Stability Filter: No change in volume.
• Usage Rate: 5.6 L/d (drain-slow, band 76.0L over 13.9d, 97 pts)
08/05/2026 23:55:26 1,486.80 1,486.80 5.5 Valid Immediate GOOD
• Smoothing: Window [1,485.21, 1,486.80, 1,488.39] -> Median: 1,486.80
• Stability Filter: No change in volume.
• Usage Rate: 5.5 L/d (drain-slow, band 74.9L over 13.8d, 96 pts)
09/05/2026 02:55:52 1,488.39 1,486.80 5.5 Valid Immediate GOOD
• Smoothing: Window [1,486.80, 1,488.39, 1,488.39] -> Median: 1,488.39
• Monotonic Logic: Rejected small rise of 1.6L. Future plummeted back to baseline inside window (2.0d). Clamped to 1,486.8
• Usage Rate: 5.5 L/d (drain-slow, band 75.4L over 13.9d, 97 pts)
09/05/2026 05:56:14 1,488.39 1,486.80 5.5 Valid Immediate GOOD
• Smoothing: Window [1,488.39, 1,488.39, 1,485.21] -> Median: 1,488.39
• Monotonic Logic: Rejected small rise of 1.6L. Future plummeted back to baseline inside window (1.9d). Clamped to 1,486.8
• Usage Rate: 5.5 L/d (drain-slow, band 75.4L over 13.9d, 97 pts)
09/05/2026 08:56:35 1,485.21 1,485.21 5.6 Valid Immediate GOOD
• Smoothing: Window [1,488.39, 1,485.21, 1,480.25] -> Median: 1,485.21
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 5.6 L/d (drain-slow, band 75.2L over 13.9d, 97 pts)
09/05/2026 11:56:55 1,480.25 1,480.25 5.5 Valid Immediate GOOD
• Smoothing: Window [1,485.21, 1,480.25, 1,480.25] -> Median: 1,480.25
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 5.5 L/d (drain-slow, band 74.6L over 13.9d, 97 pts)
09/05/2026 17:58:10 1,480.25 1,480.25 5.6 Valid Immediate GOOD
• Smoothing: Window [1,480.25, 1,480.25, 1,468.92] -> Median: 1,480.25
• Stability Filter: No change in volume.
• Usage Rate: 5.6 L/d (drain-slow, band 75.7L over 13.9d, 96 pts)
10/05/2026 05:59:41 1,468.92 1,472.11 6.4 Valid Immediate GOOD
• Smoothing: Window [1,480.25, 1,468.92, 1,472.11] -> Median: 1,472.11
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 6.4 L/d (drain-step, band 72.2L over 13.9d, 93 pts)
10/05/2026 09:00:11 1,472.11 1,472.11 5.2 Valid Immediate GOOD
• Smoothing: Window [1,468.92, 1,472.11, 1,472.11] -> Median: 1,472.11
• Stability Filter: No change in volume.
• Usage Rate: 5.2 L/d (drain-slow, band 71.9L over 13.9d, 93 pts)
10/05/2026 12:00:37 1,472.11 1,472.11 5.2 Valid Immediate GOOD
• Smoothing: Window [1,472.11, 1,472.11, 1,475.30] -> Median: 1,472.11
• Stability Filter: No change in volume.
• Usage Rate: 5.2 L/d (drain-slow, band 71.8L over 13.9d, 93 pts)
10/05/2026 18:01:41 1,475.30 1,472.11 5.2 Valid Immediate GOOD
• Smoothing: Window [1,472.11, 1,475.30, 1,473.70] -> Median: 1,473.70
• Monotonic Logic: Rejected small rise of 1.6L. Future plummeted back to baseline inside window (2.6d). Clamped to 1,472.1
• Usage Rate: 5.2 L/d (drain-slow, band 71.0L over 13.9d, 92 pts)
10/05/2026 21:02:02 1,473.70 1,472.11 5.2 Valid Immediate GOOD
• Smoothing: Window [1,475.30, 1,473.70, 1,473.70] -> Median: 1,473.70
• Monotonic Logic: Rejected small rise of 1.6L. Future plummeted back to baseline inside window (2.5d). Clamped to 1,472.1
• Usage Rate: 5.2 L/d (drain-slow, band 72.3L over 13.9d, 92 pts)
11/05/2026 00:02:25 1,473.70 1,472.11 5.2 Valid Immediate GOOD
• Smoothing: Window [1,473.70, 1,473.70, 1,470.52] -> Median: 1,473.70
• Monotonic Logic: Rejected small rise of 1.6L. Future plummeted back to baseline inside window (2.4d). Clamped to 1,472.1
• Usage Rate: 5.2 L/d (drain-slow, band 71.0L over 13.9d, 92 pts)
11/05/2026 03:02:47 1,470.52 1,470.52 5.2 Valid Immediate GOOD
• Smoothing: Window [1,473.70, 1,470.52, 1,465.56] -> Median: 1,470.52
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 5.2 L/d (drain-slow, band 69.5L over 13.9d, 92 pts)
11/05/2026 06:03:06 1,465.56 1,465.56 5.3 Valid Immediate GOOD
• Smoothing: Window [1,470.52, 1,465.56, 1,463.97] -> Median: 1,465.56
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 5.3 L/d (drain-slow, band 71.4L over 13.9d, 92 pts)
11/05/2026 09:03:34 1,463.97 1,465.56 5.3 Valid Immediate GOOD
• Smoothing: Window [1,465.56, 1,463.97, 1,465.56] -> Median: 1,465.56
• Stability Filter: No change in volume.
• Usage Rate: 5.3 L/d (drain-slow, band 71.9L over 13.9d, 92 pts)
11/05/2026 12:03:55 1,465.56 1,465.56 5.6 Valid Immediate GOOD
• Smoothing: Window [1,463.97, 1,465.56, 1,465.56] -> Median: 1,465.56
• Stability Filter: No change in volume.
• Usage Rate: 5.6 L/d (drain-slow, band 76.3L over 13.9d, 92 pts)
11/05/2026 15:04:14 1,465.56 1,465.56 5.6 Valid Immediate GOOD
• Smoothing: Window [1,465.56, 1,465.56, 1,460.78] -> Median: 1,465.56
• Stability Filter: No change in volume.
• Usage Rate: 5.6 L/d (drain-slow, band 78.1L over 13.9d, 92 pts)
11/05/2026 18:04:35 1,460.78 1,460.78 5.6 Valid Immediate GOOD
• Smoothing: Window [1,465.56, 1,460.78, 1,460.78] -> Median: 1,460.78
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 5.6 L/d (drain-slow, band 76.9L over 13.9d, 92 pts)
11/05/2026 21:04:59 1,460.78 1,460.78 5.6 Valid Immediate GOOD
• Smoothing: Window [1,460.78, 1,460.78, 1,459.19] -> Median: 1,460.78
• Stability Filter: No change in volume.
• Usage Rate: 5.6 L/d (drain-slow, band 76.9L over 13.9d, 92 pts)
12/05/2026 00:05:22 1,459.19 1,460.78 5.6 Valid Immediate GOOD
• Smoothing: Window [1,460.78, 1,459.19, 1,459.19] -> Median: 1,459.19
• Stability Filter: Clamped minor wobble drop of 1.6L back to stable level. Future rebound returned near baseline in 0.8d after a short wobble.
• Usage Rate: 5.6 L/d (drain-slow, band 74.4L over 13.8d, 92 pts)
12/05/2026 06:06:08 1,459.19 1,460.78 5.5 Valid Immediate GOOD
• Smoothing: Window [1,459.19, 1,459.19, 1,460.78] -> Median: 1,459.19
• Stability Filter: Clamped minor wobble drop of 1.6L back to stable level. Future rebound returned near baseline in 0.5d after a short wobble.
• Usage Rate: 5.5 L/d (drain-slow, band 74.4L over 13.9d, 92 pts)
12/05/2026 09:06:39 1,460.78 1,460.78 5.6 Valid Immediate GOOD
• Smoothing: Window [1,459.19, 1,460.78, 1,457.42] -> Median: 1,459.19
• Stability Filter: Median artifact detected. Rescued Raw Value (1,460.8L).
• Usage Rate: 5.6 L/d (drain-slow, band 74.7L over 13.9d, 92 pts)
12/05/2026 12:06:58 1,457.42 1,460.78 5.6 Valid Immediate GOOD
• Smoothing: Window [1,460.78, 1,457.42, 1,457.42] -> Median: 1,457.42
• Stability Filter: Clamped minor wobble drop of 3.4L back to stable level. Future rebound returned near baseline in 0.3d after a short wobble.
• Usage Rate: 5.6 L/d (drain-slow, band 77.6L over 13.9d, 92 pts)
12/05/2026 15:07:21 1,457.42 1,460.78 5.5 Valid Immediate GOOD
• Smoothing: Window [1,457.42, 1,457.42, 1,460.78] -> Median: 1,457.42
• Stability Filter: Clamped minor wobble drop of 3.4L back to stable level. Future rebound returned near baseline in 0.1d after a short wobble.
• Usage Rate: 5.5 L/d (drain-slow, band 75.3L over 13.9d, 92 pts)
12/05/2026 18:07:50 1,460.78 1,460.78 5.4 Valid Immediate GOOD
• Smoothing: Window [1,457.42, 1,460.78, 1,460.78] -> Median: 1,460.78
• Stability Filter: No change in volume.
• Usage Rate: 5.4 L/d (drain-slow, band 74.0L over 13.9d, 92 pts)
12/05/2026 21:08:17 1,460.78 1,460.78 5.5 Valid Immediate GOOD
• Smoothing: Window [1,460.78, 1,460.78, 1,454.23] -> Median: 1,460.78
• Stability Filter: No change in volume.
• Usage Rate: 5.5 L/d (drain-slow, band 75.3L over 13.9d, 92 pts)
13/05/2026 00:08:44 1,454.23 1,459.19 5.7 Valid Immediate GOOD
• Smoothing: Window [1,460.78, 1,454.23, 1,459.19] -> Median: 1,459.19
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 5.7 L/d (drain-slow, band 76.9L over 13.8d, 92 pts)
13/05/2026 03:09:04 1,459.19 1,457.42 5.6 Valid Immediate GOOD
• Smoothing: Window [1,454.23, 1,459.19, 1,457.42] -> Median: 1,457.42
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 5.6 L/d (drain-slow, band 77.1L over 13.9d, 93 pts)
13/05/2026 06:09:32 1,457.42 1,457.42 5.5 Valid Immediate GOOD
• Smoothing: Window [1,459.19, 1,457.42, 1,451.05] -> Median: 1,457.42
• Stability Filter: No change in volume.
• Usage Rate: 5.5 L/d (drain-slow, band 75.4L over 13.9d, 93 pts)
13/05/2026 09:09:51 1,451.05 1,451.05 0.0 Valid Immediate GOOD
• Smoothing: Window [1,457.42, 1,451.05, 1,449.45] -> Median: 1,451.05
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 0.0 L/d (flat, band 73.1L over 13.9d, 93 pts)
13/05/2026 12:10:12 1,449.45 1,451.05 5.3 Valid Immediate GOOD
• Smoothing: Window [1,451.05, 1,449.45, 1,449.45] -> Median: 1,449.45
• Stability Filter: Clamped minor wobble drop of 1.6L back to stable level. Future rebound returned near baseline in 0.3d after a short wobble.
• Usage Rate: 5.3 L/d (drain-slow, band 72.8L over 13.9d, 93 pts)
13/05/2026 15:10:33 1,449.45 1,451.05 5.3 Valid Immediate GOOD
• Smoothing: Window [1,449.45, 1,449.45, 1,451.05] -> Median: 1,449.45
• Stability Filter: Clamped minor wobble drop of 1.6L back to stable level. Future rebound returned near baseline in 0.1d after a short wobble.
• Usage Rate: 5.3 L/d (drain-slow, band 73.0L over 13.9d, 93 pts)
13/05/2026 18:10:51 1,451.05 1,451.05 0.0 Valid Immediate GOOD
• Smoothing: Window [1,449.45, 1,451.05, 1,451.05] -> Median: 1,451.05
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 73.3L over 13.8d, 93 pts)
13/05/2026 21:11:09 1,451.05 1,451.05 0.0 Valid Immediate GOOD
• Smoothing: Window [1,451.05, 1,451.05, 1,449.45] -> Median: 1,451.05
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 73.3L over 13.9d, 94 pts)
14/05/2026 00:11:30 1,449.45 1,449.45 5.4 Valid Immediate GOOD
• Smoothing: Window [1,451.05, 1,449.45, 1,449.45] -> Median: 1,449.45
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 5.4 L/d (drain-slow, band 74.1L over 13.8d, 94 pts)
14/05/2026 03:11:53 1,449.45 1,449.45 5.4 Valid Immediate GOOD
• Smoothing: Window [1,449.45, 1,449.45, 1,447.68] -> Median: 1,449.45
• Stability Filter: No change in volume.
• Usage Rate: 5.4 L/d (drain-slow, band 74.5L over 13.9d, 95 pts)
14/05/2026 06:12:13 1,447.68 1,447.68 0.0 Valid Immediate GOOD
• Smoothing: Window [1,449.45, 1,447.68, 1,439.72] -> Median: 1,447.68
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 0.0 L/d (flat, band 73.6L over 13.9d, 95 pts)
14/05/2026 12:12:55 1,439.72 1,439.72 5.4 Valid Immediate GOOD
• Smoothing: Window [1,447.68, 1,439.72, 1,437.95] -> Median: 1,439.72
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 5.4 L/d (drain-slow, band 74.0L over 13.9d, 94 pts)
14/05/2026 15:13:16 1,437.95 1,437.95 5.5 Valid Immediate GOOD
• Smoothing: Window [1,439.72, 1,437.95, 1,437.95] -> Median: 1,437.95
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 5.5 L/d (drain-slow, band 76.2L over 13.9d, 94 pts)
14/05/2026 18:13:36 1,437.95 1,437.95 5.5 Valid Immediate GOOD
• Smoothing: Window [1,437.95, 1,437.95, 1,434.76] -> Median: 1,437.95
• Stability Filter: No change in volume.
• Usage Rate: 5.5 L/d (drain-slow, band 76.7L over 13.9d, 94 pts)
14/05/2026 21:13:55 1,434.76 1,434.76 0.0 Valid Immediate GOOD
• Smoothing: Window [1,437.95, 1,434.76, 1,434.76] -> Median: 1,434.76
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 0.0 L/d (flat, band 75.8L over 13.9d, 94 pts)
15/05/2026 00:14:20 1,434.76 1,434.76 5.6 Valid Immediate GOOD
• Smoothing: Window [1,434.76, 1,434.76, 1,434.76] -> Median: 1,434.76
• Stability Filter: No change in volume.
• Usage Rate: 5.6 L/d (drain-slow, band 76.4L over 13.9d, 94 pts)
15/05/2026 03:14:42 1,434.76 1,434.76 0.0 Valid Immediate GOOD
• Smoothing: Window [1,434.76, 1,434.76, 1,431.58] -> Median: 1,434.76
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 75.9L over 13.9d, 94 pts)
15/05/2026 06:15:04 1,431.58 1,431.58 5.5 Valid Immediate GOOD
• Smoothing: Window [1,434.76, 1,431.58, 1,429.81] -> Median: 1,431.58
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 5.5 L/d (drain-slow, band 75.5L over 13.9d, 94 pts)
15/05/2026 09:15:28 1,429.81 1,429.81 5.4 Valid Immediate GOOD
• Smoothing: Window [1,431.58, 1,429.81, 1,425.03] -> Median: 1,429.81
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 5.4 L/d (drain-slow, band 74.1L over 13.9d, 94 pts)
15/05/2026 12:15:47 1,425.03 1,429.81 5.4 Valid Immediate GOOD
• Smoothing: Window [1,429.81, 1,425.03, 1,429.81] -> Median: 1,429.81
• Stability Filter: No change in volume.
• Usage Rate: 5.4 L/d (drain-slow, band 74.3L over 13.8d, 94 pts)
15/05/2026 15:16:07 1,429.81 1,426.62 6.0 Valid Immediate GOOD
• Smoothing: Window [1,425.03, 1,429.81, 1,426.62] -> Median: 1,426.62
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 6.0 L/d (drain-slow, band 79.6L over 13.9d, 95 pts)
15/05/2026 21:16:55 1,426.62 1,426.62 6.1 Valid Immediate GOOD
• Smoothing: Window [1,429.81, 1,426.62, 1,423.43] -> Median: 1,426.62
• Stability Filter: No change in volume.
• Usage Rate: 6.1 L/d (drain-slow, band 83.9L over 13.9d, 95 pts)
16/05/2026 00:17:17 1,423.43 1,423.43 6.1 Valid Immediate GOOD
• Smoothing: Window [1,426.62, 1,423.43, 1,418.48] -> Median: 1,423.43
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 6.1 L/d (drain-slow, band 82.9L over 13.9d, 95 pts)
16/05/2026 03:17:39 1,418.48 1,421.66 6.0 Valid Immediate GOOD
• Smoothing: Window [1,423.43, 1,418.48, 1,421.66] -> Median: 1,421.66
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 6.0 L/d (drain-slow, band 81.1L over 13.9d, 95 pts)
16/05/2026 06:18:01 1,421.66 1,421.66 0.0 Valid Immediate GOOD
• Smoothing: Window [1,418.48, 1,421.66, 1,418.48] -> Median: 1,418.48
• Stability Filter: Median artifact detected. Rescued Raw Value (1,421.7L).
• Usage Rate: 0.0 L/d (flat, band 80.7L over 13.9d, 95 pts)
16/05/2026 09:18:22 1,418.48 1,421.66 0.0 Valid Immediate GOOD
• Smoothing: Window [1,421.66, 1,418.48, 1,413.70] -> Median: 1,418.48
• 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 80.7L over 13.9d, 95 pts)
16/05/2026 15:19:00 1,413.70 1,421.66 5.9 Valid Immediate GOOD
• Smoothing: Window [1,418.48, 1,413.70, 1,421.66] -> Median: 1,418.48
• 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: 5.9 L/d (drain-slow, band 81.5L over 13.9d, 94 pts)
16/05/2026 18:19:21 1,421.66 1,421.66 6.1 Valid Immediate GOOD
• Smoothing: Window [1,413.70, 1,421.66, 1,425.03] -> Median: 1,421.66
• Stability Filter: No change in volume.
• Usage Rate: 6.1 L/d (drain-slow, band 83.3L over 13.9d, 94 pts)
16/05/2026 21:19:49 1,425.03 1,421.66 0.0 Valid Immediate GOOD
• Smoothing: Window [1,421.66, 1,425.03, 1,418.48] -> Median: 1,421.66
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 82.8L over 13.9d, 94 pts)
17/05/2026 00:20:10 1,418.48 1,418.48 6.2 Valid Immediate GOOD
• Smoothing: Window [1,425.03, 1,418.48, 1,415.29] -> Median: 1,418.48
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 6.2 L/d (drain-slow, band 85.1L over 13.9d, 94 pts)
17/05/2026 03:20:32 1,415.29 1,415.29 6.3 Valid Immediate GOOD
• Smoothing: Window [1,418.48, 1,415.29, 1,408.74] -> Median: 1,415.29
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 6.3 L/d (drain-slow, band 87.1L over 13.9d, 94 pts)
17/05/2026 12:21:40 1,408.74 1,408.74 6.3 Valid Immediate GOOD
• Smoothing: Window [1,415.29, 1,408.74, 1,408.74] -> Median: 1,408.74
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 6.3 L/d (drain-slow, band 86.2L over 13.9d, 92 pts)
17/05/2026 15:22:00 1,408.74 1,408.74 6.4 Valid Immediate GOOD
• Smoothing: Window [1,408.74, 1,408.74, 1,408.74] -> Median: 1,408.74
• Stability Filter: No change in volume.
• Usage Rate: 6.4 L/d (drain-slow, band 87.5L over 13.9d, 92 pts)
17/05/2026 18:22:30 1,408.74 1,408.74 6.4 Valid Immediate GOOD
• Smoothing: Window [1,408.74, 1,408.74, 1,407.15] -> Median: 1,408.74
• Stability Filter: No change in volume.
• Usage Rate: 6.4 L/d (drain-slow, band 87.8L over 13.9d, 92 pts)
17/05/2026 21:22:55 1,407.15 1,408.74 6.4 Valid Immediate GOOD
• Smoothing: Window [1,408.74, 1,407.15, 1,411.93] -> Median: 1,408.74
• Stability Filter: No change in volume.
• Usage Rate: 6.4 L/d (drain-slow, band 86.3L over 13.9d, 92 pts)
18/05/2026 00:23:32 1,411.93 1,408.74 6.3 Valid Immediate GOOD
• Smoothing: Window [1,407.15, 1,411.93, 1,411.93] -> Median: 1,411.93
• Monotonic Logic: Rejected small rise of 3.2L. Future plummeted back to baseline inside window (2.6d). Clamped to 1,408.7
• Usage Rate: 6.3 L/d (drain-slow, band 85.3L over 13.9d, 92 pts)
18/05/2026 03:23:54 1,411.93 1,408.74 0.0 Valid Immediate GOOD
• Smoothing: Window [1,411.93, 1,411.93, 1,407.15] -> Median: 1,411.93
• Monotonic Logic: Rejected small rise of 3.2L. Future plummeted back to baseline inside window (2.5d). Clamped to 1,408.7
• Usage Rate: 0.0 L/d (flat, band 85.7L over 13.8d, 92 pts)
18/05/2026 06:24:15 1,407.15 1,408.74 0.0 Valid Immediate GOOD
• Smoothing: Window [1,411.93, 1,407.15, 1,408.74] -> Median: 1,408.74
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 85.7L over 13.9d, 93 pts)
18/05/2026 09:24:34 1,408.74 1,407.15 6.4 Valid Immediate GOOD
• Smoothing: Window [1,407.15, 1,408.74, 1,403.96] -> Median: 1,407.15
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 6.4 L/d (drain-slow, band 87.7L over 13.9d, 93 pts)
18/05/2026 12:24:57 1,403.96 1,407.15 6.3 Valid Immediate GOOD
• Smoothing: Window [1,408.74, 1,403.96, 1,407.15] -> Median: 1,407.15
• Stability Filter: No change in volume.
• Usage Rate: 6.3 L/d (drain-slow, band 87.0L over 13.9d, 93 pts)
18/05/2026 18:25:42 1,407.15 1,403.96 6.3 Valid Immediate GOOD
• Smoothing: Window [1,403.96, 1,407.15, 1,403.96] -> Median: 1,403.96
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 6.3 L/d (drain-slow, band 86.4L over 13.9d, 92 pts)
18/05/2026 21:26:19 1,403.96 1,403.96 6.3 Valid Immediate GOOD
• Smoothing: Window [1,407.15, 1,403.96, 1,405.56] -> Median: 1,405.56
• Monotonic Logic: Rejected small rise of 1.6L. Future plummeted back to baseline inside window (2.6d). Clamped to 1,404.0
• Usage Rate: 6.3 L/d (drain-slow, band 86.6L over 13.9d, 92 pts)
19/05/2026 00:26:40 1,405.56 1,403.96 6.5 Valid Immediate GOOD
• Smoothing: Window [1,403.96, 1,405.56, 1,407.15] -> Median: 1,405.56
• Monotonic Logic: Rejected small rise of 1.6L. Future plummeted back to baseline inside window (2.5d). Clamped to 1,404.0
• Usage Rate: 6.5 L/d (drain-slow, band 89.4L over 13.8d, 92 pts)
19/05/2026 03:27:04 1,407.15 1,403.96 0.0 Valid Immediate GOOD
• Smoothing: Window [1,405.56, 1,407.15, 1,400.60] -> Median: 1,405.56
• Monotonic Logic: Rejected small rise of 1.6L. Future plummeted back to baseline inside window (2.4d). Clamped to 1,404.0
• Usage Rate: 0.0 L/d (flat, band 89.7L over 13.9d, 93 pts)
19/05/2026 06:27:24 1,400.60 1,400.60 0.0 Valid Immediate GOOD
• Smoothing: Window [1,407.15, 1,400.60, 1,399.01] -> Median: 1,400.60
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 0.0 L/d (flat, band 89.7L over 13.9d, 93 pts)
19/05/2026 09:27:49 1,399.01 1,400.60 6.5 Valid Immediate GOOD
• Smoothing: Window [1,400.60, 1,399.01, 1,397.42] -> Median: 1,399.01
• Stability Filter: Clamped minor wobble drop of 1.6L back to stable level. Future rebound returned near baseline in 0.8d after a short wobble.
• Usage Rate: 6.5 L/d (drain-slow, band 89.5L over 13.9d, 93 pts)
19/05/2026 12:28:08 1,397.42 1,400.60 6.5 Valid Immediate GOOD
• Smoothing: Window [1,399.01, 1,397.42, 1,397.42] -> Median: 1,397.42
• 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: 6.5 L/d (drain-slow, band 89.6L over 13.9d, 93 pts)
19/05/2026 15:28:29 1,397.42 1,400.60 6.5 Valid Immediate GOOD
• Smoothing: Window [1,397.42, 1,397.42, 1,402.19] -> Median: 1,397.42
• 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: 6.5 L/d (drain-slow, band 89.6L over 13.9d, 93 pts)
19/05/2026 18:28:53 1,402.19 1,402.19 0.0 Valid Immediate GOOD
• Smoothing: Window [1,397.42, 1,402.19, 1,395.82] -> Median: 1,397.42
• Stability Filter: Median artifact detected. Rescued Raw Value (1,402.2L).
• Usage Rate: 0.0 L/d (flat, band 88.5L over 13.5d, 93 pts)
19/05/2026 21:29:15 1,395.82 1,402.19 0.0 Valid Immediate GOOD
• Smoothing: Window [1,402.19, 1,395.82, 1,399.01] -> Median: 1,399.01
• 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 88.5L over 13.7d, 94 pts)
20/05/2026 00:29:43 1,399.01 1,402.19 6.5 Valid Immediate GOOD
• Smoothing: Window [1,395.82, 1,399.01, 1,402.19] -> Median: 1,399.01
• 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: 6.5 L/d (drain-slow, band 89.5L over 13.8d, 95 pts)
20/05/2026 03:30:04 1,402.19 1,402.19 6.6 Valid Immediate GOOD
• Smoothing: Window [1,399.01, 1,402.19, 1,402.19] -> Median: 1,402.19
• Stability Filter: No change in volume.
• Usage Rate: 6.6 L/d (drain-slow, band 90.9L over 13.9d, 96 pts)
20/05/2026 06:30:39 1,402.19 1,402.19 6.6 Valid Immediate GOOD
• Smoothing: Window [1,402.19, 1,402.19, 1,395.82] -> Median: 1,402.19
• Stability Filter: No change in volume.
• Usage Rate: 6.6 L/d (drain-slow, band 91.0L over 13.9d, 96 pts)
20/05/2026 09:31:01 1,395.82 1,395.82 6.6 Valid Immediate GOOD
• Smoothing: Window [1,402.19, 1,395.82, 1,395.82] -> Median: 1,395.82
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 6.6 L/d (drain-slow, band 90.4L over 13.9d, 96 pts)
20/05/2026 12:31:23 1,395.82 1,395.82 6.5 Valid Immediate GOOD
• Smoothing: Window [1,395.82, 1,395.82, 1,394.05] -> Median: 1,395.82
• Stability Filter: No change in volume.
• Usage Rate: 6.5 L/d (drain-slow, band 89.9L over 13.9d, 96 pts)
20/05/2026 15:31:48 1,394.05 1,395.82 6.4 Valid Immediate GOOD
• Smoothing: Window [1,395.82, 1,394.05, 1,394.05] -> Median: 1,394.05
• Stability Filter: Clamped minor wobble drop of 1.8L back to stable level. Future rebound returned near baseline in 0.3d after a short wobble.
• Usage Rate: 6.4 L/d (drain-slow, band 87.7L over 13.9d, 96 pts)
20/05/2026 18:32:09 1,394.05 1,395.82 6.3 Valid Immediate GOOD
• Smoothing: Window [1,394.05, 1,394.05, 1,397.42] -> Median: 1,394.05
• Stability Filter: Clamped minor wobble drop of 1.8L back to stable level. Future rebound returned near baseline in 0.1d after a short wobble.
• Usage Rate: 6.3 L/d (drain-slow, band 87.0L over 13.9d, 96 pts)
20/05/2026 21:32:32 1,397.42 1,395.82 6.4 Valid Immediate GOOD
• Smoothing: Window [1,394.05, 1,397.42, 1,395.82] -> Median: 1,395.82
• Stability Filter: No change in volume.
• Usage Rate: 6.4 L/d (drain-slow, band 88.6L over 13.9d, 96 pts)
21/05/2026 00:32:58 1,395.82 1,395.82 6.5 Valid Immediate GOOD
• Smoothing: Window [1,397.42, 1,395.82, 1,390.87] -> Median: 1,395.82
• Stability Filter: No change in volume.
• Usage Rate: 6.5 L/d (drain-slow, band 88.6L over 13.8d, 96 pts)
21/05/2026 03:33:19 1,390.87 1,395.82 6.5 Valid Immediate GOOD
• Smoothing: Window [1,395.82, 1,390.87, 1,397.42] -> Median: 1,395.82
• Stability Filter: No change in volume.
• Usage Rate: 6.5 L/d (drain-slow, band 89.1L over 13.9d, 97 pts)
21/05/2026 06:33:49 1,397.42 1,390.87 0.0 Valid Immediate GOOD
• Smoothing: Window [1,390.87, 1,397.42, 1,389.27] -> Median: 1,390.87
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 0.0 L/d (flat, band 89.4L over 13.9d, 97 pts)
21/05/2026 09:34:08 1,389.27 1,389.27 6.4 Valid Immediate GOOD
• Smoothing: Window [1,397.42, 1,389.27, 1,387.68] -> Median: 1,389.27
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 6.4 L/d (drain-slow, band 88.4L over 13.9d, 97 pts)
21/05/2026 12:34:28 1,387.68 1,387.68 0.0 Valid Immediate GOOD
• Smoothing: Window [1,389.27, 1,387.68, 1,387.68] -> Median: 1,387.68
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 0.0 L/d (flat, band 87.8L over 13.8d, 97 pts)
21/05/2026 15:34:51 1,387.68 1,387.68 6.4 Valid Immediate GOOD
• Smoothing: Window [1,387.68, 1,387.68, 1,384.32] -> Median: 1,387.68
• Stability Filter: No change in volume.
• Usage Rate: 6.4 L/d (drain-slow, band 88.3L over 13.9d, 98 pts)
21/05/2026 18:35:12 1,384.32 1,387.68 0.0 Valid Immediate GOOD
• Smoothing: Window [1,387.68, 1,384.32, 1,386.09] -> Median: 1,386.09
• Stability Filter: Clamped minor wobble drop of 1.6L back to stable level. Future rebound returned near baseline in 0.9d after a short wobble.
• Usage Rate: 0.0 L/d (flat, band 89.4L over 13.9d, 98 pts)
21/05/2026 21:35:40 1,386.09 1,387.68 6.3 Valid Immediate GOOD
• Smoothing: Window [1,384.32, 1,386.09, 1,386.09] -> Median: 1,386.09
• Stability Filter: Clamped minor wobble drop of 1.6L back to stable level. Future rebound returned near baseline in 0.8d after a short wobble.
• Usage Rate: 6.3 L/d (drain-slow, band 85.9L over 13.9d, 98 pts)
22/05/2026 00:36:05 1,386.09 1,387.68 0.0 Valid Immediate GOOD
• Smoothing: Window [1,386.09, 1,386.09, 1,387.68] -> Median: 1,386.09
• Stability Filter: Clamped minor wobble drop of 1.6L back to stable level. Future rebound returned near baseline in 0.6d after a short wobble.
• Usage Rate: 0.0 L/d (flat, band 84.4L over 13.9d, 98 pts)
22/05/2026 03:36:35 1,387.68 1,387.68 6.0 Valid Immediate GOOD
• Smoothing: Window [1,386.09, 1,387.68, 1,386.09] -> Median: 1,386.09
• Stability Filter: Median artifact detected. Rescued Raw Value (1,387.7L).
• Usage Rate: 6.0 L/d (drain-slow, band 81.5L over 13.9d, 98 pts)
22/05/2026 06:36:57 1,386.09 1,387.68 5.8 Valid Immediate GOOD
• Smoothing: Window [1,387.68, 1,386.09, 1,384.32] -> Median: 1,386.09
• Stability Filter: Clamped minor wobble drop of 1.6L back to stable level. Future rebound returned near baseline in 0.4d after a short wobble.
• Usage Rate: 5.8 L/d (drain-slow, band 80.1L over 13.9d, 98 pts)
22/05/2026 09:37:20 1,384.32 1,387.68 5.9 Valid Immediate GOOD
• Smoothing: Window [1,386.09, 1,384.32, 1,382.72] -> Median: 1,384.32
• Stability Filter: Clamped minor wobble drop of 3.4L back to stable level. Future rebound returned near baseline in 0.3d after a short wobble.
• Usage Rate: 5.9 L/d (drain-slow, band 80.6L over 13.8d, 98 pts)
22/05/2026 12:37:39 1,382.72 1,387.68 6.0 Valid Immediate GOOD
• Smoothing: Window [1,384.32, 1,382.72, 1,390.87] -> Median: 1,384.32
• Stability Filter: Clamped minor wobble drop of 3.4L back to stable level. Future rebound returned near baseline in 0.1d after a short wobble.
• Usage Rate: 6.0 L/d (drain-slow, band 83.2L over 13.9d, 99 pts)
22/05/2026 15:38:00 1,390.87 1,387.68 6.0 Valid Immediate GOOD
• Smoothing: Window [1,382.72, 1,390.87, 1,387.68] -> Median: 1,387.68
• Stability Filter: No change in volume.
• Usage Rate: 6.0 L/d (drain-slow, band 81.9L over 13.9d, 99 pts)
22/05/2026 18:38:19 1,387.68 1,387.68 6.1 Valid Immediate GOOD
• Smoothing: Window [1,390.87, 1,387.68, 1,387.68] -> Median: 1,387.68
• Stability Filter: No change in volume.
• Usage Rate: 6.1 L/d (drain-slow, band 83.2L over 13.8d, 99 pts)
22/05/2026 21:38:41 1,387.68 1,387.68 0.0 Valid Immediate GOOD
• Smoothing: Window [1,387.68, 1,387.68, 1,384.32] -> Median: 1,387.68
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 84.4L over 13.9d, 100 pts)
23/05/2026 00:39:02 1,384.32 1,384.32 6.0 Valid Immediate GOOD
• Smoothing: Window [1,387.68, 1,384.32, 1,384.32] -> Median: 1,384.32
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 6.0 L/d (drain-slow, band 83.0L over 13.9d, 100 pts)
23/05/2026 06:40:05 1,384.32 1,384.32 5.7 Valid Immediate GOOD
• Smoothing: Window [1,384.32, 1,384.32, 1,384.32] -> Median: 1,384.32
• Stability Filter: No change in volume.
• Usage Rate: 5.7 L/d (drain-slow, band 78.6L over 13.9d, 99 pts)
23/05/2026 12:40:52 1,384.32 1,384.32 5.1 Valid Immediate GOOD
• Smoothing: Window [1,384.32, 1,384.32, 1,381.13] -> Median: 1,384.32
• Stability Filter: No change in volume.
• Usage Rate: 5.1 L/d (drain-step, band 77.9L over 13.8d, 98 pts)
23/05/2026 15:41:19 1,381.13 1,384.32 5.7 Valid Immediate GOOD
• Smoothing: Window [1,384.32, 1,381.13, 1,384.32] -> Median: 1,384.32
• Stability Filter: No change in volume.
• Usage Rate: 5.7 L/d (drain-slow, band 78.2L over 13.9d, 99 pts)
23/05/2026 18:41:39 1,384.32 1,384.32 5.8 Valid Immediate GOOD
• Smoothing: Window [1,381.13, 1,384.32, 1,389.27] -> Median: 1,384.32
• Stability Filter: No change in volume.
• Usage Rate: 5.8 L/d (drain-slow, band 78.2L over 13.5d, 99 pts)
23/05/2026 21:42:22 1,389.27 1,384.32 5.8 Valid Immediate GOOD
• Smoothing: Window [1,384.32, 1,389.27, 1,382.72] -> Median: 1,384.32
• Stability Filter: No change in volume.
• Usage Rate: 5.8 L/d (drain-slow, band 78.0L over 13.7d, 100 pts)
24/05/2026 03:43:42 1,382.72 1,382.72 5.7 Valid Immediate GOOD
• Smoothing: Window [1,389.27, 1,382.72, 1,382.72] -> Median: 1,382.72
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 5.7 L/d (drain-slow, band 77.9L over 13.9d, 101 pts)
24/05/2026 06:44:04 1,382.72 1,382.72 5.5 Valid Immediate GOOD
• Smoothing: Window [1,382.72, 1,382.72, 1,381.13] -> Median: 1,382.72
• Stability Filter: No change in volume.
• Usage Rate: 5.5 L/d (drain-slow, band 74.7L over 13.9d, 101 pts)
24/05/2026 09:44:26 1,381.13 1,381.13 0.0 Valid Immediate GOOD
• Smoothing: Window [1,382.72, 1,381.13, 1,372.99] -> Median: 1,381.13
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 0.0 L/d (flat, band 76.5L over 13.9d, 101 pts)
24/05/2026 12:44:54 1,372.99 1,376.18 0.0 Valid Immediate GOOD
• Smoothing: Window [1,381.13, 1,372.99, 1,376.18] -> Median: 1,376.18
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 0.0 L/d (flat, band 76.5L over 13.8d, 101 pts)
24/05/2026 15:45:18 1,376.18 1,376.18 0.0 Valid Immediate GOOD
• Smoothing: Window [1,372.99, 1,376.18, 1,376.18] -> Median: 1,376.18
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 76.5L over 13.9d, 102 pts)
24/05/2026 18:45:38 1,376.18 1,376.18 0.0 Valid Immediate GOOD
• Smoothing: Window [1,376.18, 1,376.18, 1,379.54] -> Median: 1,376.18
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 76.5L over 13.9d, 102 pts)
25/05/2026 00:46:17 1,379.54 1,376.18 5.4 Valid Immediate GOOD
• Smoothing: Window [1,376.18, 1,379.54, 1,374.58] -> Median: 1,376.18
• Stability Filter: No change in volume.
• Usage Rate: 5.4 L/d (drain-slow, band 74.9L over 13.9d, 101 pts)
25/05/2026 03:46:40 1,374.58 1,376.18 5.4 Valid Immediate GOOD
• Smoothing: Window [1,379.54, 1,374.58, 1,376.18] -> Median: 1,376.18
• Stability Filter: No change in volume.
• Usage Rate: 5.4 L/d (drain-slow, band 74.9L over 13.9d, 101 pts)
25/05/2026 06:47:04 1,376.18 1,374.58 0.0 Valid Immediate GOOD
• Smoothing: Window [1,374.58, 1,376.18, 1,371.40] -> Median: 1,374.58
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 0.0 L/d (flat, band 76.5L over 13.9d, 101 pts)
25/05/2026 09:47:26 1,371.40 1,372.99 5.4 Valid Immediate GOOD
• Smoothing: Window [1,376.18, 1,371.40, 1,372.99] -> Median: 1,372.99
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 5.4 L/d (drain-slow, band 74.7L over 13.9d, 101 pts)
25/05/2026 12:47:47 1,372.99 1,372.99 5.4 Valid Immediate GOOD
• Smoothing: Window [1,371.40, 1,372.99, 1,371.40] -> Median: 1,371.40
• Stability Filter: Median artifact detected. Rescued Raw Value (1,373.0L).
• Usage Rate: 5.4 L/d (drain-slow, band 74.7L over 13.9d, 101 pts)
25/05/2026 15:48:15 1,371.40 1,372.99 0.0 Valid Immediate GOOD
• Smoothing: Window [1,372.99, 1,371.40, 1,372.99] -> Median: 1,372.99
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 76.3L over 13.9d, 101 pts)
25/05/2026 18:48:36 1,372.99 1,372.99 5.4 Valid Immediate GOOD
• Smoothing: Window [1,371.40, 1,372.99, 1,371.40] -> Median: 1,371.40
• Stability Filter: Median artifact detected. Rescued Raw Value (1,373.0L).
• Usage Rate: 5.4 L/d (drain-slow, band 73.1L over 13.9d, 101 pts)
25/05/2026 21:48:57 1,371.40 1,372.99 5.4 Valid Immediate GOOD
• Smoothing: Window [1,372.99, 1,371.40, 1,374.58] -> Median: 1,372.99
• Stability Filter: No change in volume.
• Usage Rate: 5.4 L/d (drain-slow, band 71.5L over 13.9d, 101 pts)
26/05/2026 00:49:19 1,374.58 1,372.99 0.0 Valid Immediate GOOD
• Smoothing: Window [1,371.40, 1,374.58, 1,371.40] -> Median: 1,371.40
• Stability Filter: Clamped minor wobble drop of 1.6L back to stable level. Future rebound returned near baseline in 0.4d after a short wobble.
• Usage Rate: 0.0 L/d (flat, band 74.9L over 13.8d, 101 pts)
26/05/2026 03:49:43 1,371.40 1,372.99 0.0 Valid Immediate GOOD
• Smoothing: Window [1,374.58, 1,371.40, 1,371.40] -> Median: 1,371.40
• Stability Filter: Clamped minor wobble drop of 1.6L back to stable level. Future rebound returned near baseline in 0.3d after a short wobble.
• Usage Rate: 0.0 L/d (flat, band 74.9L over 13.9d, 102 pts)
26/05/2026 06:50:05 1,371.40 1,372.99 5.4 Valid Immediate GOOD
• Smoothing: Window [1,371.40, 1,371.40, 1,376.18] -> Median: 1,371.40
• Stability Filter: Clamped minor wobble drop of 1.6L back to stable level. Future rebound returned near baseline in 0.1d after a short wobble.
• Usage Rate: 5.4 L/d (drain-slow, band 74.7L over 13.9d, 102 pts)
26/05/2026 09:50:27 1,376.18 1,372.99 5.4 Valid Immediate GOOD
• Smoothing: Window [1,371.40, 1,376.18, 1,372.99] -> Median: 1,372.99
• Stability Filter: No change in volume.
• Usage Rate: 5.4 L/d (drain-slow, band 73.3L over 13.9d, 102 pts)
26/05/2026 12:50:50 1,372.99 1,372.99 5.4 Valid Immediate GOOD
• Smoothing: Window [1,376.18, 1,372.99, 1,369.80] -> Median: 1,372.99
• Stability Filter: No change in volume.
• Usage Rate: 5.4 L/d (drain-slow, band 74.7L over 13.9d, 102 pts)
26/05/2026 15:51:11 1,369.80 1,371.40 5.4 Valid Immediate GOOD
• Smoothing: Window [1,372.99, 1,369.80, 1,371.40] -> Median: 1,371.40
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 5.4 L/d (drain-slow, band 74.9L over 13.9d, 102 pts)
26/05/2026 18:51:37 1,371.40 1,371.40 5.5 Valid Immediate GOOD
• Smoothing: Window [1,369.80, 1,371.40, 1,374.58] -> Median: 1,371.40
• Stability Filter: No change in volume.
• Usage Rate: 5.5 L/d (drain-slow, band 76.1L over 13.9d, 102 pts)
26/05/2026 21:51:57 1,374.58 1,371.40 5.4 Valid Immediate GOOD
• Smoothing: Window [1,371.40, 1,374.58, 1,371.40] -> Median: 1,371.40
• Stability Filter: No change in volume.
• Usage Rate: 5.4 L/d (drain-slow, band 73.7L over 13.9d, 102 pts)
27/05/2026 00:52:23 1,371.40 1,371.40 5.1 Valid Immediate GOOD
• Smoothing: Window [1,374.58, 1,371.40, 1,371.40] -> Median: 1,371.40
• Stability Filter: No change in volume.
• Usage Rate: 5.1 L/d (drain-slow, band 66.6L over 13.9d, 102 pts)
27/05/2026 03:52:47 1,371.40 1,371.40 4.7 Valid Immediate GOOD
• Smoothing: Window [1,371.40, 1,371.40, 1,371.40] -> Median: 1,371.40
• Stability Filter: No change in volume.
• Usage Rate: 4.7 L/d (drain-slow, band 65.0L over 13.9d, 102 pts)
27/05/2026 06:53:13 1,371.40 1,371.40 4.7 Valid Immediate GOOD
• Smoothing: Window [1,371.40, 1,371.40, 1,366.44] -> Median: 1,371.40
• Stability Filter: No change in volume.
• Usage Rate: 4.7 L/d (drain-slow, band 64.6L over 13.9d, 102 pts)
27/05/2026 09:53:35 1,366.44 1,366.44 4.7 Valid Immediate GOOD
• Smoothing: Window [1,371.40, 1,366.44, 1,366.44] -> Median: 1,366.44
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 4.7 L/d (drain-slow, band 63.2L over 13.9d, 102 pts)
27/05/2026 12:53:58 1,366.44 1,366.44 0.0 Valid Immediate GOOD
• Smoothing: Window [1,366.44, 1,366.44, 1,368.21] -> Median: 1,366.44
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 63.4L over 13.9d, 102 pts)
27/05/2026 15:54:26 1,368.21 1,366.44 4.6 Valid Immediate GOOD
• Smoothing: Window [1,366.44, 1,368.21, 1,364.85] -> Median: 1,366.44
• Stability Filter: No change in volume.
• Usage Rate: 4.6 L/d (drain-slow, band 63.0L over 13.9d, 102 pts)
27/05/2026 18:54:44 1,364.85 1,368.21 4.4 Valid Immediate GOOD
• Smoothing: Window [1,368.21, 1,364.85, 1,368.21] -> Median: 1,368.21
• Monotonic Logic: Accepted Small Sustained Top-up Rise of 1.8L. Future confirms sustain (>5.0 days).
• Usage Rate: 4.4 L/d (drain-slow, band 60.0L over 13.9d, 102 pts)
27/05/2026 21:55:05 1,368.21 1,368.21 4.3 Valid Immediate GOOD
• Smoothing: Window [1,364.85, 1,368.21, 1,368.21] -> Median: 1,368.21
• Stability Filter: No change in volume.
• Usage Rate: 4.3 L/d (drain-slow, band 58.4L over 13.9d, 102 pts)
28/05/2026 00:55:24 1,368.21 1,368.21 4.2 Valid Immediate GOOD
• Smoothing: Window [1,368.21, 1,368.21, 1,369.80] -> Median: 1,368.21
• Stability Filter: No change in volume.
• Usage Rate: 4.2 L/d (drain-slow, band 58.1L over 13.9d, 102 pts)
28/05/2026 03:55:45 1,369.80 1,368.21 4.1 Valid Immediate GOOD
• Smoothing: Window [1,368.21, 1,369.80, 1,364.85] -> Median: 1,368.21
• Stability Filter: No change in volume.
• Usage Rate: 4.1 L/d (drain-slow, band 55.1L over 13.9d, 102 pts)
28/05/2026 06:56:21 1,364.85 1,368.21 3.9 Valid Immediate GOOD
• Smoothing: Window [1,369.80, 1,364.85, 1,366.44] -> Median: 1,366.44
• Stability Filter: Clamped minor wobble drop of 1.8L back to stable level. Future rebound returned near baseline in 0.5d after a short wobble.
• Usage Rate: 3.9 L/d (drain-slow, band 53.6L over 13.8d, 102 pts)
28/05/2026 09:56:44 1,366.44 1,368.21 0.0 Valid Immediate GOOD
• Smoothing: Window [1,364.85, 1,366.44, 1,368.21] -> Median: 1,366.44
• Stability Filter: Clamped minor wobble drop of 1.8L back to stable level. Future rebound returned near baseline in 0.4d after a short wobble.
• Usage Rate: 0.0 L/d (flat, band 53.6L over 13.9d, 103 pts)
28/05/2026 12:57:08 1,368.21 1,368.21 4.0 Valid Immediate GOOD
• Smoothing: Window [1,366.44, 1,368.21, 1,363.25] -> Median: 1,366.44
• Stability Filter: Median artifact detected. Rescued Raw Value (1,368.2L).
• Usage Rate: 4.0 L/d (drain-slow, band 54.6L over 13.9d, 103 pts)
28/05/2026 18:58:30 1,363.25 1,368.21 3.9 Valid Immediate GOOD
• Smoothing: Window [1,368.21, 1,363.25, 1,368.21] -> Median: 1,368.21
• Stability Filter: No change in volume.
• Usage Rate: 3.9 L/d (drain-slow, band 51.9L over 13.9d, 102 pts)
28/05/2026 21:58:54 1,368.21 1,368.21 3.8 Valid Immediate GOOD
• Smoothing: Window [1,363.25, 1,368.21, 1,366.44] -> Median: 1,366.44
• Stability Filter: Median artifact detected. Rescued Raw Value (1,368.2L).
• Usage Rate: 3.8 L/d (drain-slow, band 53.0L over 13.9d, 102 pts)
29/05/2026 00:59:18 1,366.44 1,368.21 3.7 Valid Immediate GOOD
• Smoothing: Window [1,368.21, 1,366.44, 1,366.44] -> Median: 1,366.44
• Stability Filter: Clamped minor wobble drop of 1.8L back to stable level. Future rebound returned near baseline in 1.8d after a short wobble.
• Usage Rate: 3.7 L/d (drain-slow, band 50.3L over 13.9d, 102 pts)
29/05/2026 03:59:40 1,366.44 1,368.21 0.0 Valid Immediate GOOD
• Smoothing: Window [1,366.44, 1,366.44, 1,366.44] -> Median: 1,366.44
• Stability Filter: Clamped minor wobble drop of 1.8L back to stable level. Future rebound returned near baseline in 1.6d after a short wobble.
• Usage Rate: 0.0 L/d (flat, band 50.3L over 13.9d, 102 pts)
29/05/2026 07:00:01 1,366.44 1,368.21 3.6 Valid Immediate GOOD
• Smoothing: Window [1,366.44, 1,366.44, 1,363.25] -> Median: 1,366.44
• Stability Filter: Clamped minor wobble drop of 1.8L back to stable level. Future rebound returned near baseline in 1.5d after a short wobble.
• Usage Rate: 3.6 L/d (drain-slow, band 49.9L over 13.9d, 102 pts)
29/05/2026 10:00:23 1,363.25 1,368.21 3.6 Valid Immediate GOOD
• Smoothing: Window [1,366.44, 1,363.25, 1,364.85] -> Median: 1,364.85
• Stability Filter: Clamped minor wobble drop of 3.4L back to stable level. Future rebound returned near baseline in 1.4d after a short wobble.
• Usage Rate: 3.6 L/d (drain-slow, band 46.9L over 13.9d, 102 pts)
29/05/2026 13:00:44 1,364.85 1,368.21 3.5 Valid Immediate GOOD
• Smoothing: Window [1,363.25, 1,364.85, 1,364.85] -> Median: 1,364.85
• Stability Filter: Clamped minor wobble drop of 3.4L back to stable level. Future rebound returned near baseline in 1.3d after a short wobble.
• Usage Rate: 3.5 L/d (drain-slow, band 46.9L over 13.9d, 102 pts)
29/05/2026 16:01:04 1,364.85 1,368.21 3.4 Valid Immediate GOOD
• Smoothing: Window [1,364.85, 1,364.85, 1,361.66] -> Median: 1,364.85
• Stability Filter: Clamped minor wobble drop of 3.4L back to stable level. Future rebound returned near baseline in 1.1d after a short wobble.
• Usage Rate: 3.4 L/d (drain-slow, band 45.5L over 13.8d, 102 pts)
29/05/2026 19:01:24 1,361.66 1,368.21 0.0 Valid Immediate GOOD
• Smoothing: Window [1,364.85, 1,361.66, 1,369.80] -> Median: 1,364.85
• Stability Filter: Clamped minor wobble drop of 3.4L back to stable level. Future rebound returned near baseline in 1.0d after a short wobble.
• Usage Rate: 0.0 L/d (flat, band 45.5L over 13.9d, 103 pts)
29/05/2026 22:01:44 1,369.80 1,369.80 3.3 Valid Immediate GOOD
• Smoothing: Window [1,361.66, 1,369.80, 1,361.66] -> Median: 1,361.66
• Stability Filter: Median artifact detected. Rescued Raw Value (1,369.8L).
• Usage Rate: 3.3 L/d (drain-slow, band 44.9L over 13.9d, 103 pts)
30/05/2026 01:02:02 1,361.66 1,369.80 0.0 Valid Immediate GOOD
• Smoothing: Window [1,369.80, 1,361.66, 1,363.25] -> Median: 1,363.25
• Stability Filter: Clamped minor wobble drop of 6.5L back to stable level. Future rebound returned near baseline in 0.8d after a short wobble.
• Usage Rate: 0.0 L/d (flat, band 42.3L over 13.9d, 103 pts)
30/05/2026 04:02:22 1,363.25 1,369.80 0.0 Valid Immediate GOOD
• Smoothing: Window [1,361.66, 1,363.25, 1,368.21] -> Median: 1,363.25
• Stability Filter: Clamped minor wobble drop of 6.5L back to stable level. Future rebound returned near baseline in 0.6d after a short wobble.
• Usage Rate: 0.0 L/d (flat, band 42.3L over 13.9d, 103 pts)
30/05/2026 07:02:47 1,368.21 1,368.21 0.0 Valid Immediate GOOD
• Smoothing: Window [1,363.25, 1,368.21, 1,364.85] -> Median: 1,364.85
• Stability Filter: Median artifact detected. Rescued Raw Value (1,368.2L).
• Usage Rate: 0.0 L/d (flat, band 42.3L over 13.9d, 103 pts)
30/05/2026 10:03:09 1,364.85 1,368.21 3.1 Valid Immediate GOOD
• Smoothing: Window [1,368.21, 1,364.85, 1,366.44] -> Median: 1,366.44
• Stability Filter: Clamped minor wobble drop of 1.8L back to stable level. Future rebound returned near baseline in 0.4d after a short wobble.
• Usage Rate: 3.1 L/d (drain-slow, band 42.0L over 13.8d, 103 pts)
30/05/2026 13:03:31 1,366.44 1,366.44 3.0 Valid Immediate GOOD
• Smoothing: Window [1,364.85, 1,366.44, 1,361.66] -> Median: 1,364.85
• Stability Filter: Median artifact detected. Rescued Raw Value (1,366.4L).
• Usage Rate: 3.0 L/d (drain-slow, band 41.8L over 13.9d, 104 pts)
30/05/2026 16:03:52 1,361.66 1,366.44 0.0 Valid Immediate GOOD
• Smoothing: Window [1,366.44, 1,361.66, 1,368.21] -> Median: 1,366.44
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 41.8L over 13.9d, 104 pts)
30/05/2026 19:04:12 1,368.21 1,366.44 0.0 Valid Immediate GOOD
• Smoothing: Window [1,361.66, 1,368.21, 1,368.21] -> Median: 1,368.21
• Monotonic Logic: Rejected small rise of 1.8L. Future plummeted back to baseline inside window (3.8d). Clamped to 1,366.4
• Usage Rate: 0.0 L/d (flat, band 41.8L over 13.9d, 104 pts)
30/05/2026 22:04:33 1,368.21 1,366.44 0.0 Valid Immediate GOOD
• Smoothing: Window [1,368.21, 1,368.21, 1,366.44] -> Median: 1,368.21
• Monotonic Logic: Rejected small rise of 1.8L. Future plummeted back to baseline inside window (3.6d). Clamped to 1,366.4
• Usage Rate: 0.0 L/d (flat, band 41.8L over 13.9d, 104 pts)
31/05/2026 01:04:54 1,366.44 1,366.44 0.0 Valid Immediate GOOD
• Smoothing: Window [1,368.21, 1,366.44, 1,366.44] -> Median: 1,366.44
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 41.3L over 13.9d, 104 pts)
31/05/2026 04:05:14 1,366.44 1,366.44 0.0 Valid Immediate GOOD
• Smoothing: Window [1,366.44, 1,366.44, 1,364.85] -> Median: 1,366.44
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 39.8L over 13.7d, 104 pts)
31/05/2026 07:05:34 1,364.85 1,364.85 0.0 Valid Immediate GOOD
• Smoothing: Window [1,366.44, 1,364.85, 1,364.85] -> Median: 1,364.85
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 0.0 L/d (flat, band 40.1L over 13.8d, 105 pts)
31/05/2026 10:05:53 1,364.85 1,364.85 0.0 Valid Immediate GOOD
• Smoothing: Window [1,364.85, 1,364.85, 1,363.25] -> Median: 1,364.85
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 39.9L over 13.9d, 106 pts)
31/05/2026 13:06:12 1,363.25 1,364.85 0.0 Valid Immediate GOOD
• Smoothing: Window [1,364.85, 1,363.25, 1,364.85] -> Median: 1,364.85
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 39.1L over 13.9d, 106 pts)
31/05/2026 16:06:35 1,364.85 1,364.85 2.8 Valid Immediate GOOD
• Smoothing: Window [1,363.25, 1,364.85, 1,361.66] -> Median: 1,363.25
• Stability Filter: Median artifact detected. Rescued Raw Value (1,364.8L).
• Usage Rate: 2.8 L/d (drain-slow, band 38.2L over 13.9d, 106 pts)
31/05/2026 19:06:55 1,361.66 1,364.85 0.0 Valid Immediate GOOD
• Smoothing: Window [1,364.85, 1,361.66, 1,364.85] -> Median: 1,364.85
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 37.3L over 13.9d, 106 pts)
31/05/2026 22:07:17 1,364.85 1,363.25 0.0 Valid Immediate GOOD
• Smoothing: Window [1,361.66, 1,364.85, 1,363.25] -> Median: 1,363.25
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 0.0 L/d (flat, band 37.3L over 13.9d, 106 pts)
01/06/2026 01:07:37 1,363.25 1,363.25 2.7 Valid Immediate GOOD
• Smoothing: Window [1,364.85, 1,363.25, 1,356.71] -> Median: 1,363.25
• Stability Filter: No change in volume.
• Usage Rate: 2.7 L/d (drain-slow, band 36.6L over 13.9d, 106 pts)
01/06/2026 07:08:22 1,356.71 1,358.30 0.0 Valid Immediate GOOD
• Smoothing: Window [1,363.25, 1,356.71, 1,358.30] -> Median: 1,358.30
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 0.0 L/d (flat, band 34.2L over 13.9d, 105 pts)
01/06/2026 10:08:40 1,358.30 1,356.71 0.0 Valid Immediate GOOD
• Smoothing: Window [1,356.71, 1,358.30, 1,353.52] -> Median: 1,356.71
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 0.0 L/d (flat, band 34.5L over 13.9d, 105 pts)
01/06/2026 13:09:01 1,353.52 1,356.71 0.0 Valid Immediate GOOD
• Smoothing: Window [1,358.30, 1,353.52, 1,355.11] -> Median: 1,355.11
• Stability Filter: Clamped minor wobble drop of 1.6L back to stable level. Future rebound returned near baseline in 0.3d after a short wobble.
• Usage Rate: 0.0 L/d (flat, band 34.2L over 13.8d, 105 pts)
01/06/2026 16:09:23 1,355.11 1,356.71 0.0 Valid Immediate GOOD
• Smoothing: Window [1,353.52, 1,355.11, 1,356.71] -> Median: 1,355.11
• Stability Filter: Clamped minor wobble drop of 1.6L back to stable level. Future rebound returned near baseline in 0.1d after a short wobble.
• Usage Rate: 0.0 L/d (flat, band 34.2L over 13.9d, 106 pts)
01/06/2026 19:09:45 1,356.71 1,356.71 0.0 Valid Immediate GOOD
• Smoothing: Window [1,355.11, 1,356.71, 1,358.30] -> Median: 1,356.71
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 34.2L over 13.9d, 106 pts)
01/06/2026 22:10:04 1,358.30 1,356.71 0.0 Valid Immediate GOOD
• Smoothing: Window [1,356.71, 1,358.30, 1,355.11] -> Median: 1,356.71
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 34.2L over 13.9d, 106 pts)
02/06/2026 07:11:05 1,355.11 1,355.11 2.2 Valid Immediate GOOD
• Smoothing: Window [1,358.30, 1,355.11, 1,355.11] -> Median: 1,355.11
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 2.2 L/d (drain-step, band 33.7L over 13.9d, 104 pts)
02/06/2026 10:11:24 1,355.11 1,355.11 2.3 Valid Immediate GOOD
• Smoothing: Window [1,355.11, 1,355.11, 1,355.11] -> Median: 1,355.11
• Stability Filter: No change in volume.
• Usage Rate: 2.3 L/d (drain-step, band 34.2L over 13.9d, 104 pts)
02/06/2026 13:11:44 1,355.11 1,355.11 2.5 Valid Immediate GOOD
• Smoothing: Window [1,355.11, 1,355.11, 1,355.11] -> Median: 1,355.11
• Stability Filter: No change in volume.
• Usage Rate: 2.5 L/d (drain-slow, band 33.6L over 13.9d, 104 pts)
02/06/2026 16:12:04 1,355.11 1,355.11 0.0 Valid Immediate GOOD
• Smoothing: Window [1,355.11, 1,355.11, 1,353.52] -> Median: 1,355.11
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 32.4L over 13.9d, 104 pts)
02/06/2026 19:12:26 1,353.52 1,353.52 2.6 Valid Immediate GOOD
• Smoothing: Window [1,355.11, 1,353.52, 1,353.52] -> Median: 1,353.52
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 2.6 L/d (drain-slow, band 33.8L over 13.9d, 104 pts)
02/06/2026 22:12:46 1,353.52 1,353.52 0.0 Valid Immediate GOOD
• Smoothing: Window [1,353.52, 1,353.52, 1,353.52] -> Median: 1,353.52
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 32.6L over 13.9d, 104 pts)
03/06/2026 01:13:10 1,353.52 1,353.52 2.5 Valid Immediate GOOD
• Smoothing: Window [1,353.52, 1,353.52, 1,356.71] -> Median: 1,353.52
• Stability Filter: No change in volume.
• Usage Rate: 2.5 L/d (drain-slow, band 33.2L over 13.9d, 104 pts)
03/06/2026 07:13:49 1,356.71 1,353.52 0.0 Valid Immediate GOOD
• Smoothing: Window [1,353.52, 1,356.71, 1,348.56] -> Median: 1,353.52
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 32.2L over 13.9d, 103 pts)
03/06/2026 10:14:11 1,348.56 1,351.93 0.0 Valid Immediate GOOD
• Smoothing: Window [1,356.71, 1,348.56, 1,351.93] -> Median: 1,351.93
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 0.0 L/d (flat, band 31.0L over 13.9d, 103 pts)
03/06/2026 13:14:32 1,351.93 1,350.33 2.3 Valid Immediate GOOD
• Smoothing: Window [1,348.56, 1,351.93, 1,350.33] -> Median: 1,350.33
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 2.3 L/d (drain-slow, band 32.2L over 13.9d, 103 pts)
03/06/2026 16:14:54 1,350.33 1,350.33 0.0 Valid Immediate GOOD
• Smoothing: Window [1,351.93, 1,350.33, 1,346.97] -> Median: 1,350.33
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 32.6L over 13.9d, 103 pts)
03/06/2026 19:15:15 1,346.97 1,348.56 0.0 Valid Immediate GOOD
• Smoothing: Window [1,350.33, 1,346.97, 1,348.56] -> Median: 1,348.56
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 0.0 L/d (flat, band 32.6L over 13.9d, 103 pts)
03/06/2026 22:15:34 1,348.56 1,348.56 0.0 Valid Immediate GOOD
• Smoothing: Window [1,346.97, 1,348.56, 1,350.33] -> Median: 1,348.56
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 32.2L over 13.9d, 103 pts)
04/06/2026 01:15:58 1,350.33 1,348.56 0.0 Valid Immediate GOOD
• Smoothing: Window [1,348.56, 1,350.33, 1,343.78] -> Median: 1,348.56
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 31.0L over 13.9d, 103 pts)
04/06/2026 04:16:17 1,343.78 1,343.78 2.3 Valid Immediate GOOD
• Smoothing: Window [1,350.33, 1,343.78, 1,343.78] -> Median: 1,343.78
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 2.3 L/d (drain-slow, band 32.2L over 13.9d, 103 pts)
04/06/2026 07:16:35 1,343.78 1,343.78 2.3 Valid Immediate GOOD
• Smoothing: Window [1,343.78, 1,343.78, 1,340.42] -> Median: 1,343.78
• Stability Filter: No change in volume.
• Usage Rate: 2.3 L/d (drain-slow, band 32.2L over 13.9d, 103 pts)
04/06/2026 10:16:57 1,340.42 1,343.78 0.0 Valid Immediate GOOD
• Smoothing: Window [1,343.78, 1,340.42, 1,340.42] -> Median: 1,340.42
• Stability Filter: Clamped minor wobble drop of 3.4L back to stable level. Future rebound returned near baseline in 0.3d after a short wobble.
• Usage Rate: 0.0 L/d (flat, band 30.8L over 13.9d, 103 pts)
04/06/2026 13:17:15 1,340.42 1,343.78 0.0 Valid Immediate GOOD
• Smoothing: Window [1,340.42, 1,340.42, 1,342.19] -> Median: 1,340.42
• Stability Filter: Clamped minor wobble drop of 3.4L back to stable level. Future rebound returned near baseline in 0.1d after a short wobble.
• Usage Rate: 0.0 L/d (flat, band 30.8L over 13.9d, 103 pts)
04/06/2026 16:17:34 1,342.19 1,342.19 2.3 Valid Immediate GOOD
• Smoothing: Window [1,340.42, 1,342.19, 1,343.78] -> Median: 1,342.19
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 2.3 L/d (drain-slow, band 32.1L over 13.9d, 103 pts)
04/06/2026 19:17:56 1,343.78 1,342.19 2.4 Valid Immediate GOOD
• Smoothing: Window [1,342.19, 1,343.78, 1,342.19] -> Median: 1,342.19
• Stability Filter: No change in volume.
• Usage Rate: 2.4 L/d (drain-slow, band 33.7L over 13.9d, 103 pts)
04/06/2026 22:18:19 1,342.19 1,342.19 0.0 Valid Immediate GOOD
• Smoothing: Window [1,343.78, 1,342.19, 1,340.42] -> Median: 1,342.19
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 34.0L over 13.9d, 103 pts)
05/06/2026 01:18:40 1,340.42 1,342.19 2.6 Valid Immediate GOOD
• Smoothing: Window [1,342.19, 1,340.42, 1,342.19] -> Median: 1,342.19
• Stability Filter: No change in volume.
• Usage Rate: 2.6 L/d (drain-slow, band 35.1L over 13.9d, 103 pts)
05/06/2026 07:19:19 1,342.19 1,340.42 2.5 Valid Immediate GOOD
• Smoothing: Window [1,340.42, 1,342.19, 1,337.24] -> Median: 1,340.42
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 2.5 L/d (drain-slow, band 34.2L over 13.9d, 102 pts)
05/06/2026 10:19:38 1,337.24 1,340.42 2.7 Valid Immediate GOOD
• Smoothing: Window [1,342.19, 1,337.24, 1,338.83] -> Median: 1,338.83
• Stability Filter: Clamped minor wobble drop of 1.6L 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 35.4L over 13.9d, 102 pts)
05/06/2026 13:20:00 1,338.83 1,340.42 2.7 Valid Immediate GOOD
• Smoothing: Window [1,337.24, 1,338.83, 1,340.42] -> Median: 1,338.83
• Stability Filter: Clamped minor wobble drop of 1.6L 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 37.0L over 13.9d, 102 pts)
05/06/2026 16:20:22 1,340.42 1,340.42 2.7 Valid Immediate GOOD
• Smoothing: Window [1,338.83, 1,340.42, 1,340.42] -> Median: 1,340.42
• Stability Filter: No change in volume.
• Usage Rate: 2.7 L/d (drain-slow, band 37.2L over 13.9d, 102 pts)
05/06/2026 19:20:46 1,340.42 1,340.42 2.7 Valid Immediate GOOD
• Smoothing: Window [1,340.42, 1,340.42, 1,340.42] -> Median: 1,340.42
• Stability Filter: No change in volume.
• Usage Rate: 2.7 L/d (drain-slow, band 35.4L over 13.9d, 102 pts)