Tank Readings Analysis

Offline Fixture Replay
Sample S036 for tank D95039
Klass Oil · Jeff Kennedy
Matches expected baseline
baseline
Sampling Class SEMI_SPARSE
Data Health 97.2%
Usage Rate (L/day) 0.0
Days Remaining N/A
Weekly Consumption 61.7 L/week 12 reportable weeks / 13
Points Processed
Raw: 318
Deduped: 0

Pipeline Output (Litres)

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

Weekly Consumption Report

Average 61.7 L/week · Median 60.0 L/week · Coverage 92%
Sampling SEMI_SPARSE
Data Health 97.2%
Bars are shown only for weeks with enough clean coverage. Missing or unreliable weeks are left blank.

Detected Events

Time Type Delta (L)
Mar 04 10:45 FLATLINE_END 31 pts
Feb 24 16:35 FLATLINE_START 28 pts
Feb 24 16:35 TOPUP 480

Pipeline Trace

[Pipeline] Starting Pipeline execution...
[StageIngestSnapshot] Loaded 318 snapshot readings.
[StageValidate] Validation complete. Invalidated: 0
[StageDedup] Removed 0 duplicates.
[StageGapAnalysis] Median Interval: 6.0h, Max Gap: 30.0h. Class: SEMI_SPARSE
[StageNoise] Applied smoothing to 318 points.
[StageNoise] Applied Monotonic + Stability Filter. Clamped 10 points.
[StageMetrics] Calculated per-point usage rates.
[StageMetrics] Set Global Usage Rate to LATEST: 0.00 L/day.
[StageMetrics] Health Score: 97.2% (Good: 288, Fair: 30, Poor: 0)
[StageVisuals] Generated series. Raw: 318, Smooth: 318
[Pipeline] Pipeline completed in 20.9ms

Weekly Consumption Data Used

This table shows the exact weekly windows and start/end smoothed volumes used for the weekly report. Weeks with top-ups, drops, noise, or weak coverage are kept for audit but excluded from the chart values.
Week Week Range Data Used Start (L) End (L) Net Change (L) Consumption (L) Readings Span (days) Max Gap (h) Status Checks
2026-W02 05 Jan - 11 Jan 2026 06 Jan 03:35 - 11 Jan 21:42 936.0 816.0 -120.0 120.0 24 5.8 6.0 OK None
2026-W03 12 Jan - 18 Jan 2026 12 Jan 03:42 - 18 Jan 21:50 816.0 732.0 -84.0 84.0 28 6.8 6.0 OK None
2026-W04 19 Jan - 25 Jan 2026 19 Jan 03:50 - 25 Jan 21:59 720.0 648.0 -72.0 72.0 28 6.8 6.0 OK None
2026-W05 26 Jan - 01 Feb 2026 26 Jan 03:59 - 01 Feb 22:07 648.0 576.0 -72.0 72.0 13 6.8 30.0 OK None
2026-W06 02 Feb - 08 Feb 2026 02 Feb 04:08 - 08 Feb 22:16 576.0 516.0 -60.0 60.0 22 6.8 12.0 OK None
2026-W07 09 Feb - 15 Feb 2026 09 Feb 04:16 - 15 Feb 22:25 516.0 456.0 -60.0 60.0 22 6.8 12.0 OK None
2026-W08 16 Feb - 22 Feb 2026 16 Feb 04:25 - 22 Feb 22:33 444.0 372.0 -72.0 72.0 26 6.8 12.0 OK None
2026-W09 23 Feb - 01 Mar 2026 23 Feb 04:33 - 01 Mar 16:42 372.0 840.0 468.0 0.0 27 6.5 12.0 INSUFFICIENT Issue: Event In Week
2026-W10 02 Mar - 08 Mar 2026 02 Mar 04:42 - 08 Mar 22:51 840.0 792.0 -48.0 48.0 28 6.8 6.0 OK None
2026-W11 09 Mar - 15 Mar 2026 09 Mar 04:51 - 15 Mar 23:00 780.0 732.0 -48.0 48.0 27 6.8 12.0 OK None
2026-W12 16 Mar - 22 Mar 2026 16 Mar 05:01 - 22 Mar 23:09 732.0 695.3 -36.7 36.7 19 6.8 18.0 OK None
2026-W13 23 Mar - 29 Mar 2026 23 Mar 05:10 - 29 Mar 23:18 692.4 639.1 -53.3 53.3 26 6.8 12.0 OK None
2026-W14 30 Mar - 05 Apr 2026 30 Mar 05:18 - 05 Apr 23:27 639.1 624.7 -14.4 14.4 28 6.8 6.0 OK None

Detailed Reading Analysis

Timestamp Raw (L) Smooth (L) Rate (L/d) Status Decision Speed Health Analysis Log
06/01/2026 03:35:22 936.00 936.00 - Valid Immediate GOOD
• Smoothing: Window [936.00, 936.00, 936.00] -> Median: 936.00
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
06/01/2026 09:35:40 936.00 936.00 - Valid Immediate GOOD
• Smoothing: Window [936.00, 936.00, 912.00] -> Median: 936.00
• Stability Filter: No change in volume.
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
06/01/2026 15:35:57 912.00 912.00 - Valid Immediate GOOD
• Smoothing: Window [936.00, 912.00, 912.00] -> Median: 912.00
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
06/01/2026 21:36:15 912.00 912.00 - Valid Immediate GOOD
• Smoothing: Window [912.00, 912.00, 900.00] -> Median: 912.00
• Stability Filter: No change in volume.
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
07/01/2026 03:36:33 900.00 900.00 - Valid Immediate GOOD
• Smoothing: Window [912.00, 900.00, 888.00] -> Median: 900.00
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
07/01/2026 09:36:50 888.00 888.00 - Valid Immediate GOOD
• Smoothing: Window [900.00, 888.00, 888.00] -> Median: 888.00
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
07/01/2026 15:37:09 888.00 888.00 - Valid Immediate GOOD
• Smoothing: Window [888.00, 888.00, 888.00] -> Median: 888.00
• Stability Filter: No change in volume.
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
07/01/2026 21:37:27 888.00 888.00 - Valid Immediate GOOD
• Smoothing: Window [888.00, 888.00, 876.00] -> Median: 888.00
• Stability Filter: No change in volume.
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
08/01/2026 03:37:45 876.00 876.00 27.0 Valid Immediate GOOD
• Smoothing: Window [888.00, 876.00, 876.00] -> Median: 876.00
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 27.0 L/d (drain-slow, band 50.4L over 2.0d, 9 pts)
08/01/2026 09:38:02 876.00 876.00 0.0 Valid Immediate GOOD
• Smoothing: Window [876.00, 876.00, 876.00] -> Median: 876.00
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 60.0L over 2.3d, 10 pts)
08/01/2026 15:38:20 876.00 876.00 21.8 Valid Immediate GOOD
• Smoothing: Window [876.00, 876.00, 876.00] -> Median: 876.00
• Stability Filter: No change in volume.
• Usage Rate: 21.8 L/d (drain-step, band 60.0L over 2.5d, 11 pts)
08/01/2026 21:38:38 876.00 876.00 21.8 Valid Immediate GOOD
• Smoothing: Window [876.00, 876.00, 864.00] -> Median: 876.00
• Stability Filter: No change in volume.
• Usage Rate: 21.8 L/d (drain-slow, band 57.6L over 2.8d, 12 pts)
09/01/2026 03:38:56 864.00 864.00 20.0 Valid Immediate GOOD
• Smoothing: Window [876.00, 864.00, 864.00] -> Median: 864.00
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 20.0 L/d (drain-slow, band 55.2L over 3.0d, 13 pts)
09/01/2026 09:39:14 864.00 864.00 22.1 Valid Immediate GOOD
• Smoothing: Window [864.00, 864.00, 852.00] -> Median: 864.00
• Stability Filter: No change in volume.
• Usage Rate: 22.1 L/d (drain-slow, band 61.2L over 3.3d, 14 pts)
09/01/2026 15:39:32 852.00 852.00 20.6 Valid Immediate GOOD
• Smoothing: Window [864.00, 852.00, 852.00] -> Median: 852.00
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 20.6 L/d (drain-slow, band 62.4L over 3.5d, 15 pts)
09/01/2026 21:39:50 852.00 852.00 22.4 Valid Immediate GOOD
• Smoothing: Window [852.00, 852.00, 840.00] -> Median: 852.00
• Stability Filter: No change in volume.
• Usage Rate: 22.4 L/d (drain-slow, band 66.0L over 3.8d, 16 pts)
10/01/2026 03:40:08 840.00 840.00 21.0 Valid Immediate GOOD
• Smoothing: Window [852.00, 840.00, 840.00] -> Median: 840.00
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 21.0 L/d (drain-slow, band 69.6L over 4.0d, 17 pts)
10/01/2026 09:40:26 840.00 840.00 18.3 Valid Immediate GOOD
• Smoothing: Window [840.00, 840.00, 840.00] -> Median: 840.00
• Stability Filter: No change in volume.
• Usage Rate: 18.3 L/d (drain-slow, band 70.8L over 4.3d, 18 pts)
10/01/2026 15:40:45 840.00 840.00 18.7 Valid Immediate GOOD
• Smoothing: Window [840.00, 840.00, 828.00] -> Median: 840.00
• Stability Filter: No change in volume.
• Usage Rate: 18.7 L/d (drain-slow, band 76.8L over 4.5d, 19 pts)
10/01/2026 21:41:03 828.00 828.00 17.7 Valid Immediate GOOD
• Smoothing: Window [840.00, 828.00, 828.00] -> Median: 828.00
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 17.7 L/d (drain-slow, band 74.4L over 4.8d, 20 pts)
11/01/2026 03:41:20 828.00 828.00 18.0 Valid Immediate GOOD
• Smoothing: Window [828.00, 828.00, 828.00] -> Median: 828.00
• Stability Filter: No change in volume.
• Usage Rate: 18.0 L/d (drain-slow, band 72.0L over 5.0d, 21 pts)
11/01/2026 09:41:39 828.00 828.00 18.3 Valid Immediate GOOD
• Smoothing: Window [828.00, 828.00, 828.00] -> Median: 828.00
• Stability Filter: No change in volume.
• Usage Rate: 18.3 L/d (drain-slow, band 82.8L over 5.3d, 22 pts)
11/01/2026 15:41:58 828.00 828.00 16.7 Valid Immediate GOOD
• Smoothing: Window [828.00, 828.00, 816.00] -> Median: 828.00
• Stability Filter: No change in volume.
• Usage Rate: 16.7 L/d (drain-step, band 84.0L over 5.5d, 23 pts)
11/01/2026 21:42:16 816.00 816.00 16.0 Valid Immediate GOOD
• Smoothing: Window [828.00, 816.00, 816.00] -> Median: 816.00
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 16.0 L/d (drain-step, band 84.0L over 5.8d, 24 pts)
12/01/2026 03:42:34 816.00 816.00 19.2 Valid Immediate GOOD
• Smoothing: Window [816.00, 816.00, 816.00] -> Median: 816.00
• Stability Filter: No change in volume.
• Usage Rate: 19.2 L/d (drain-step, band 84.0L over 6.0d, 25 pts)
12/01/2026 09:42:52 816.00 816.00 15.3 Valid Immediate GOOD
• Smoothing: Window [816.00, 816.00, 816.00] -> Median: 816.00
• Stability Filter: No change in volume.
• Usage Rate: 15.3 L/d (drain-slow, band 90.0L over 6.3d, 26 pts)
12/01/2026 15:43:10 816.00 816.00 16.0 Valid Immediate GOOD
• Smoothing: Window [816.00, 816.00, 816.00] -> Median: 816.00
• Stability Filter: No change in volume.
• Usage Rate: 16.0 L/d (drain-step, band 96.0L over 6.5d, 27 pts)
12/01/2026 21:43:27 816.00 816.00 13.7 Valid Immediate GOOD
• Smoothing: Window [816.00, 816.00, 804.00] -> Median: 816.00
• Stability Filter: No change in volume.
• Usage Rate: 13.7 L/d (drain-step, band 96.0L over 6.8d, 28 pts)
13/01/2026 03:43:45 804.00 804.00 13.2 Valid Immediate GOOD
• Smoothing: Window [816.00, 804.00, 804.00] -> Median: 804.00
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 13.2 L/d (drain-step, band 96.0L over 7.0d, 29 pts)
13/01/2026 09:44:02 804.00 804.00 0.0 Valid Immediate GOOD
• Smoothing: Window [804.00, 804.00, 804.00] -> Median: 804.00
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 96.0L over 7.3d, 30 pts)
13/01/2026 15:44:21 804.00 804.00 13.6 Valid Immediate GOOD
• Smoothing: Window [804.00, 804.00, 792.00] -> Median: 804.00
• Stability Filter: No change in volume.
• Usage Rate: 13.6 L/d (drain-slow, band 96.0L over 7.5d, 31 pts)
13/01/2026 21:44:40 792.00 792.00 13.9 Valid Immediate GOOD
• Smoothing: Window [804.00, 792.00, 792.00] -> Median: 792.00
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 13.9 L/d (drain-slow, band 105.6L over 7.8d, 32 pts)
14/01/2026 03:44:58 792.00 792.00 13.5 Valid Immediate GOOD
• Smoothing: Window [792.00, 792.00, 780.00] -> Median: 792.00
• Stability Filter: No change in volume.
• Usage Rate: 13.5 L/d (drain-slow, band 105.6L over 8.0d, 33 pts)
14/01/2026 09:45:16 780.00 780.00 13.1 Valid Immediate GOOD
• Smoothing: Window [792.00, 780.00, 780.00] -> Median: 780.00
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 13.1 L/d (drain-slow, band 104.4L over 8.3d, 34 pts)
14/01/2026 15:45:34 780.00 780.00 14.1 Valid Immediate GOOD
• Smoothing: Window [780.00, 780.00, 780.00] -> Median: 780.00
• Stability Filter: No change in volume.
• Usage Rate: 14.1 L/d (drain-slow, band 110.4L over 8.5d, 35 pts)
14/01/2026 21:45:51 780.00 780.00 13.7 Valid Immediate GOOD
• Smoothing: Window [780.00, 780.00, 780.00] -> Median: 780.00
• Stability Filter: No change in volume.
• Usage Rate: 13.7 L/d (drain-slow, band 114.0L over 8.8d, 36 pts)
15/01/2026 03:46:09 780.00 780.00 14.7 Valid Immediate GOOD
• Smoothing: Window [780.00, 780.00, 780.00] -> Median: 780.00
• Stability Filter: No change in volume.
• Usage Rate: 14.7 L/d (drain-slow, band 117.6L over 9.0d, 37 pts)
15/01/2026 09:46:26 780.00 780.00 13.6 Valid Immediate GOOD
• Smoothing: Window [780.00, 780.00, 768.00] -> Median: 780.00
• Stability Filter: No change in volume.
• Usage Rate: 13.6 L/d (drain-slow, band 123.6L over 9.3d, 38 pts)
15/01/2026 15:46:44 768.00 768.00 13.3 Valid Immediate GOOD
• Smoothing: Window [780.00, 768.00, 768.00] -> Median: 768.00
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 13.3 L/d (drain-slow, band 122.4L over 9.5d, 39 pts)
15/01/2026 21:47:02 768.00 768.00 12.9 Valid Immediate GOOD
• Smoothing: Window [768.00, 768.00, 768.00] -> Median: 768.00
• Stability Filter: No change in volume.
• Usage Rate: 12.9 L/d (drain-slow, band 121.2L over 9.8d, 40 pts)
16/01/2026 03:47:20 768.00 768.00 12.6 Valid Immediate GOOD
• Smoothing: Window [768.00, 768.00, 756.00] -> Median: 768.00
• Stability Filter: No change in volume.
• Usage Rate: 12.6 L/d (drain-slow, band 120.0L over 10.0d, 41 pts)
16/01/2026 09:47:39 756.00 756.00 12.9 Valid Immediate GOOD
• Smoothing: Window [768.00, 756.00, 756.00] -> Median: 756.00
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 12.9 L/d (drain-slow, band 118.8L over 10.3d, 42 pts)
16/01/2026 15:47:57 756.00 756.00 12.6 Valid Immediate GOOD
• Smoothing: Window [756.00, 756.00, 756.00] -> Median: 756.00
• Stability Filter: No change in volume.
• Usage Rate: 12.6 L/d (drain-slow, band 127.2L over 10.5d, 43 pts)
16/01/2026 21:48:15 756.00 756.00 12.3 Valid Immediate GOOD
• Smoothing: Window [756.00, 756.00, 756.00] -> Median: 756.00
• Stability Filter: No change in volume.
• Usage Rate: 12.3 L/d (drain-slow, band 128.4L over 10.8d, 44 pts)
17/01/2026 03:48:33 756.00 756.00 12.0 Valid Immediate GOOD
• Smoothing: Window [756.00, 756.00, 744.00] -> Median: 756.00
• Stability Filter: No change in volume.
• Usage Rate: 12.0 L/d (drain-slow, band 127.2L over 11.0d, 45 pts)
17/01/2026 09:48:51 744.00 744.00 12.8 Valid Immediate GOOD
• Smoothing: Window [756.00, 744.00, 744.00] -> Median: 744.00
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 12.8 L/d (drain-slow, band 132.0L over 11.3d, 46 pts)
17/01/2026 15:49:09 744.00 744.00 12.5 Valid Immediate GOOD
• Smoothing: Window [744.00, 744.00, 732.00] -> Median: 744.00
• Stability Filter: No change in volume.
• Usage Rate: 12.5 L/d (drain-slow, band 136.8L over 11.5d, 47 pts)
17/01/2026 21:49:26 732.00 744.00 11.7 Valid Immediate FAIR
• Smoothing: Window [744.00, 732.00, 744.00] -> Median: 744.00
• Stability Filter: No change in volume.
• Usage Rate: 11.7 L/d (drain-slow, band 135.6L over 11.8d, 48 pts)
18/01/2026 03:49:44 744.00 732.00 11.5 Valid Immediate FAIR
• Smoothing: Window [732.00, 744.00, 732.00] -> Median: 732.00
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 11.5 L/d (drain-slow, band 134.4L over 12.0d, 49 pts)
18/01/2026 09:50:02 732.00 732.00 11.7 Valid Immediate GOOD
• Smoothing: Window [744.00, 732.00, 732.00] -> Median: 732.00
• Stability Filter: No change in volume.
• Usage Rate: 11.7 L/d (drain-slow, band 134.4L over 12.3d, 50 pts)
18/01/2026 15:50:19 732.00 732.00 12.0 Valid Immediate GOOD
• Smoothing: Window [732.00, 732.00, 732.00] -> Median: 732.00
• Stability Filter: No change in volume.
• Usage Rate: 12.0 L/d (drain-slow, band 144.0L over 12.5d, 51 pts)
18/01/2026 21:50:38 732.00 732.00 11.8 Valid Immediate GOOD
• Smoothing: Window [732.00, 732.00, 720.00] -> Median: 732.00
• Stability Filter: No change in volume.
• Usage Rate: 11.8 L/d (drain-slow, band 144.0L over 12.8d, 52 pts)
19/01/2026 03:50:55 720.00 720.00 12.7 Valid Immediate GOOD
• Smoothing: Window [732.00, 720.00, 720.00] -> Median: 720.00
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 12.7 L/d (drain-step, band 144.0L over 13.0d, 53 pts)
19/01/2026 09:51:13 720.00 720.00 11.8 Valid Immediate GOOD
• Smoothing: Window [720.00, 720.00, 720.00] -> Median: 720.00
• Stability Filter: No change in volume.
• Usage Rate: 11.8 L/d (drain-slow, band 152.4L over 13.3d, 54 pts)
19/01/2026 15:51:32 720.00 720.00 14.0 Valid Immediate GOOD
• Smoothing: Window [720.00, 720.00, 708.00] -> Median: 720.00
• Stability Filter: No change in volume.
• Usage Rate: 14.0 L/d (drain-step, band 156.0L over 13.5d, 55 pts)
19/01/2026 21:51:50 708.00 720.00 13.7 Valid Immediate FAIR
• Smoothing: Window [720.00, 708.00, 720.00] -> Median: 720.00
• Stability Filter: No change in volume.
• Usage Rate: 13.7 L/d (drain-step, band 156.0L over 13.8d, 56 pts)
20/01/2026 03:52:08 720.00 708.00 13.7 Valid Immediate FAIR
• Smoothing: Window [708.00, 720.00, 708.00] -> Median: 708.00
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 13.7 L/d (drain-step, band 156.0L over 13.8d, 56 pts)
20/01/2026 09:52:25 708.00 708.00 12.2 Valid Immediate GOOD
• Smoothing: Window [720.00, 708.00, 708.00] -> Median: 708.00
• Stability Filter: No change in volume.
• Usage Rate: 12.2 L/d (drain-slow, band 156.0L over 13.8d, 56 pts)
20/01/2026 15:52:43 708.00 708.00 13.7 Valid Immediate GOOD
• Smoothing: Window [708.00, 708.00, 708.00] -> Median: 708.00
• Stability Filter: No change in volume.
• Usage Rate: 13.7 L/d (drain-step, band 156.0L over 13.8d, 56 pts)
20/01/2026 21:53:01 708.00 708.00 13.7 Valid Immediate GOOD
• Smoothing: Window [708.00, 708.00, 708.00] -> Median: 708.00
• Stability Filter: No change in volume.
• Usage Rate: 13.7 L/d (drain-step, band 156.0L over 13.8d, 56 pts)
21/01/2026 03:53:19 708.00 708.00 12.0 Valid Immediate GOOD
• Smoothing: Window [708.00, 708.00, 696.00] -> Median: 708.00
• Stability Filter: No change in volume.
• Usage Rate: 12.0 L/d (drain-step, band 156.0L over 13.8d, 56 pts)
21/01/2026 09:53:37 696.00 696.00 12.2 Valid Immediate GOOD
• Smoothing: Window [708.00, 696.00, 696.00] -> Median: 696.00
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 12.2 L/d (drain-slow, band 156.0L over 13.8d, 56 pts)
21/01/2026 15:53:54 696.00 696.00 12.0 Valid Immediate GOOD
• Smoothing: Window [696.00, 696.00, 696.00] -> Median: 696.00
• Stability Filter: No change in volume.
• Usage Rate: 12.0 L/d (drain-step, band 156.0L over 13.8d, 56 pts)
21/01/2026 21:54:13 696.00 696.00 11.3 Valid Immediate GOOD
• Smoothing: Window [696.00, 696.00, 696.00] -> Median: 696.00
• Stability Filter: No change in volume.
• Usage Rate: 11.3 L/d (drain-slow, band 150.0L over 13.8d, 56 pts)
22/01/2026 03:54:31 696.00 696.00 12.0 Valid Immediate GOOD
• Smoothing: Window [696.00, 696.00, 696.00] -> Median: 696.00
• Stability Filter: No change in volume.
• Usage Rate: 12.0 L/d (drain-step, band 144.0L over 13.8d, 56 pts)
22/01/2026 09:54:49 696.00 696.00 10.5 Valid Immediate GOOD
• Smoothing: Window [696.00, 696.00, 684.00] -> Median: 696.00
• Stability Filter: No change in volume.
• Usage Rate: 10.5 L/d (drain-slow, band 138.0L over 13.8d, 56 pts)
22/01/2026 15:55:08 684.00 684.00 10.5 Valid Immediate GOOD
• Smoothing: Window [696.00, 684.00, 684.00] -> Median: 684.00
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 10.5 L/d (drain-slow, band 138.0L over 13.8d, 56 pts)
22/01/2026 21:55:27 684.00 684.00 12.0 Valid Immediate GOOD
• Smoothing: Window [684.00, 684.00, 684.00] -> Median: 684.00
• Stability Filter: No change in volume.
• Usage Rate: 12.0 L/d (drain-step, band 144.0L over 13.8d, 56 pts)
23/01/2026 03:55:45 684.00 684.00 10.5 Valid Immediate GOOD
• Smoothing: Window [684.00, 684.00, 684.00] -> Median: 684.00
• Stability Filter: No change in volume.
• Usage Rate: 10.5 L/d (drain-slow, band 138.0L over 13.8d, 56 pts)
23/01/2026 09:56:03 684.00 684.00 12.0 Valid Immediate GOOD
• Smoothing: Window [684.00, 684.00, 672.00] -> Median: 684.00
• Stability Filter: No change in volume.
• Usage Rate: 12.0 L/d (drain-step, band 132.0L over 13.8d, 56 pts)
23/01/2026 15:56:22 672.00 672.00 10.3 Valid Immediate GOOD
• Smoothing: Window [684.00, 672.00, 672.00] -> Median: 672.00
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 10.3 L/d (drain-step, band 132.0L over 13.8d, 56 pts)
23/01/2026 21:56:40 672.00 672.00 10.5 Valid Immediate GOOD
• Smoothing: Window [672.00, 672.00, 672.00] -> Median: 672.00
• Stability Filter: No change in volume.
• Usage Rate: 10.5 L/d (drain-slow, band 138.0L over 13.8d, 56 pts)
24/01/2026 03:56:59 672.00 672.00 10.5 Valid Immediate GOOD
• Smoothing: Window [672.00, 672.00, 660.00] -> Median: 672.00
• Stability Filter: No change in volume.
• Usage Rate: 10.5 L/d (drain-slow, band 138.0L over 13.8d, 56 pts)
24/01/2026 09:57:17 660.00 660.00 12.0 Valid Immediate GOOD
• Smoothing: Window [672.00, 660.00, 660.00] -> Median: 660.00
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 12.0 L/d (drain-step, band 132.0L over 13.8d, 56 pts)
24/01/2026 15:57:36 660.00 660.00 12.0 Valid Immediate GOOD
• Smoothing: Window [660.00, 660.00, 660.00] -> Median: 660.00
• Stability Filter: No change in volume.
• Usage Rate: 12.0 L/d (drain-step, band 132.0L over 13.8d, 56 pts)
24/01/2026 21:57:55 660.00 660.00 10.5 Valid Immediate GOOD
• Smoothing: Window [660.00, 660.00, 648.00] -> Median: 660.00
• Stability Filter: No change in volume.
• Usage Rate: 10.5 L/d (drain-slow, band 138.0L over 13.8d, 56 pts)
25/01/2026 03:58:13 648.00 648.00 12.0 Valid Immediate GOOD
• Smoothing: Window [660.00, 648.00, 648.00] -> Median: 648.00
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 12.0 L/d (drain-step, band 144.0L over 13.8d, 56 pts)
25/01/2026 09:58:31 648.00 648.00 10.5 Valid Immediate GOOD
• Smoothing: Window [648.00, 648.00, 648.00] -> Median: 648.00
• Stability Filter: No change in volume.
• Usage Rate: 10.5 L/d (drain-slow, band 138.0L over 13.8d, 56 pts)
25/01/2026 15:58:49 648.00 648.00 10.5 Valid Immediate GOOD
• Smoothing: Window [648.00, 648.00, 648.00] -> Median: 648.00
• Stability Filter: No change in volume.
• Usage Rate: 10.5 L/d (drain-slow, band 138.0L over 13.8d, 56 pts)
25/01/2026 21:59:07 648.00 648.00 12.0 Valid Immediate GOOD
• Smoothing: Window [648.00, 648.00, 648.00] -> Median: 648.00
• Stability Filter: No change in volume.
• Usage Rate: 12.0 L/d (drain-step, band 144.0L over 13.8d, 56 pts)
26/01/2026 03:59:25 648.00 648.00 10.5 Valid Immediate GOOD
• Smoothing: Window [648.00, 648.00, 648.00] -> Median: 648.00
• Stability Filter: No change in volume.
• Usage Rate: 10.5 L/d (drain-slow, band 138.0L over 13.8d, 56 pts)
26/01/2026 09:59:42 648.00 648.00 10.5 Valid Immediate GOOD
• Smoothing: Window [648.00, 648.00, 636.00] -> Median: 648.00
• Stability Filter: No change in volume.
• Usage Rate: 10.5 L/d (drain-slow, band 138.0L over 13.8d, 56 pts)
26/01/2026 16:00:01 636.00 636.00 10.5 Valid Immediate GOOD
• Smoothing: Window [648.00, 636.00, 636.00] -> Median: 636.00
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 10.5 L/d (drain-slow, band 138.0L over 13.8d, 56 pts)
27/01/2026 22:01:46 636.00 636.00 9.6 Valid Immediate GOOD
• Smoothing: Window [636.00, 636.00, 624.00] -> Median: 636.00
• Stability Filter: No change in volume.
• Usage Rate: 9.6 L/d (drain-slow, band 130.8L over 13.8d, 52 pts)
28/01/2026 04:02:03 624.00 624.00 9.2 Valid Immediate GOOD
• Smoothing: Window [636.00, 624.00, 624.00] -> Median: 624.00
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 9.2 L/d (drain-slow, band 120.0L over 13.8d, 52 pts)
28/01/2026 22:03:00 624.00 624.00 8.3 Valid Immediate GOOD
• Smoothing: Window [624.00, 624.00, 612.00] -> Median: 624.00
• Stability Filter: No change in volume.
• Usage Rate: 8.3 L/d (drain-slow, band 109.2L over 13.8d, 50 pts)
29/01/2026 16:03:55 612.00 612.00 8.3 Valid Immediate GOOD
• Smoothing: Window [624.00, 612.00, 612.00] -> Median: 612.00
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 8.3 L/d (drain-slow, band 111.6L over 13.8d, 48 pts)
30/01/2026 04:04:29 612.00 612.00 10.7 Valid Immediate GOOD
• Smoothing: Window [612.00, 612.00, 612.00] -> Median: 612.00
• Stability Filter: No change in volume.
• Usage Rate: 10.7 L/d (drain-step, band 108.0L over 13.8d, 47 pts)
30/01/2026 10:04:47 612.00 612.00 8.7 Valid Immediate GOOD
• Smoothing: Window [612.00, 612.00, 600.00] -> Median: 612.00
• Stability Filter: No change in volume.
• Usage Rate: 8.7 L/d (drain-slow, band 112.8L over 13.8d, 47 pts)
30/01/2026 22:05:25 600.00 600.00 10.5 Valid Immediate GOOD
• Smoothing: Window [612.00, 600.00, 600.00] -> Median: 600.00
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 10.5 L/d (drain-step, band 108.0L over 13.8d, 46 pts)
31/01/2026 16:06:20 600.00 600.00 8.7 Valid Immediate GOOD
• Smoothing: Window [600.00, 600.00, 588.00] -> Median: 600.00
• Stability Filter: No change in volume.
• Usage Rate: 8.7 L/d (drain-slow, band 112.8L over 13.8d, 44 pts)
01/02/2026 04:06:58 588.00 588.00 10.0 Valid Immediate GOOD
• Smoothing: Window [600.00, 588.00, 576.00] -> Median: 588.00
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 10.0 L/d (drain-step, band 108.0L over 13.8d, 43 pts)
01/02/2026 22:07:53 576.00 576.00 7.8 Valid Immediate GOOD
• Smoothing: Window [588.00, 576.00, 576.00] -> Median: 576.00
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 7.8 L/d (drain-slow, band 96.0L over 13.8d, 41 pts)
02/02/2026 04:08:12 576.00 576.00 10.8 Valid Immediate GOOD
• Smoothing: Window [576.00, 576.00, 576.00] -> Median: 576.00
• Stability Filter: No change in volume.
• Usage Rate: 10.8 L/d (drain-step, band 108.0L over 13.8d, 41 pts)
02/02/2026 10:08:30 576.00 576.00 8.3 Valid Immediate GOOD
• Smoothing: Window [576.00, 576.00, 576.00] -> Median: 576.00
• Stability Filter: No change in volume.
• Usage Rate: 8.3 L/d (drain-slow, band 108.0L over 13.8d, 41 pts)
02/02/2026 16:08:49 576.00 576.00 9.2 Valid Immediate GOOD
• Smoothing: Window [576.00, 576.00, 576.00] -> Median: 576.00
• Stability Filter: No change in volume.
• Usage Rate: 9.2 L/d (drain-slow, band 120.0L over 13.8d, 41 pts)
02/02/2026 22:09:07 576.00 576.00 9.5 Valid Immediate GOOD
• Smoothing: Window [576.00, 576.00, 564.00] -> Median: 576.00
• Stability Filter: No change in volume.
• Usage Rate: 9.5 L/d (drain-step, band 132.0L over 13.8d, 41 pts)
03/02/2026 10:09:45 564.00 564.00 8.2 Valid Immediate GOOD
• Smoothing: Window [576.00, 564.00, 564.00] -> Median: 564.00
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 8.2 L/d (drain-step, band 120.0L over 13.8d, 40 pts)
03/02/2026 16:10:05 564.00 564.00 9.3 Valid Immediate GOOD
• Smoothing: Window [564.00, 564.00, 564.00] -> Median: 564.00
• Stability Filter: No change in volume.
• Usage Rate: 9.3 L/d (drain-step, band 120.0L over 13.8d, 40 pts)
03/02/2026 22:10:23 564.00 564.00 9.3 Valid Immediate GOOD
• Smoothing: Window [564.00, 564.00, 564.00] -> Median: 564.00
• Stability Filter: No change in volume.
• Usage Rate: 9.3 L/d (drain-step, band 120.0L over 13.8d, 40 pts)
04/02/2026 10:10:59 564.00 564.00 8.7 Valid Immediate GOOD
• Smoothing: Window [564.00, 564.00, 552.00] -> Median: 564.00
• Stability Filter: No change in volume.
• Usage Rate: 8.7 L/d (drain-slow, band 112.8L over 13.8d, 39 pts)
04/02/2026 16:11:18 552.00 552.00 9.2 Valid Immediate GOOD
• Smoothing: Window [564.00, 552.00, 552.00] -> Median: 552.00
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 9.2 L/d (drain-step, band 120.0L over 13.8d, 39 pts)
04/02/2026 22:11:35 552.00 552.00 9.9 Valid Immediate GOOD
• Smoothing: Window [552.00, 552.00, 540.00] -> Median: 552.00
• Stability Filter: No change in volume.
• Usage Rate: 9.9 L/d (drain-step, band 120.0L over 13.8d, 39 pts)
05/02/2026 10:12:16 540.00 540.00 8.3 Valid Immediate GOOD
• Smoothing: Window [552.00, 540.00, 540.00] -> Median: 540.00
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 8.3 L/d (drain-slow, band 111.6L over 13.8d, 38 pts)
05/02/2026 16:12:34 540.00 540.00 8.3 Valid Immediate GOOD
• Smoothing: Window [540.00, 540.00, 540.00] -> Median: 540.00
• Stability Filter: No change in volume.
• Usage Rate: 8.3 L/d (drain-slow, band 111.6L over 13.8d, 38 pts)
05/02/2026 22:12:52 540.00 540.00 10.8 Valid Immediate GOOD
• Smoothing: Window [540.00, 540.00, 540.00] -> Median: 540.00
• Stability Filter: No change in volume.
• Usage Rate: 10.8 L/d (drain-step, band 120.0L over 13.8d, 38 pts)
06/02/2026 10:13:28 540.00 540.00 8.7 Valid Immediate GOOD
• Smoothing: Window [540.00, 540.00, 540.00] -> Median: 540.00
• Stability Filter: No change in volume.
• Usage Rate: 8.7 L/d (drain-slow, band 112.8L over 13.8d, 37 pts)
06/02/2026 16:13:46 540.00 540.00 10.1 Valid Immediate GOOD
• Smoothing: Window [540.00, 540.00, 528.00] -> Median: 540.00
• Stability Filter: No change in volume.
• Usage Rate: 10.1 L/d (drain-step, band 120.0L over 13.8d, 37 pts)
06/02/2026 22:14:05 528.00 540.00 8.7 Valid Immediate FAIR
• Smoothing: Window [540.00, 528.00, 540.00] -> Median: 540.00
• Stability Filter: No change in volume.
• Usage Rate: 8.7 L/d (drain-slow, band 112.8L over 13.8d, 37 pts)
07/02/2026 04:14:22 540.00 528.00 9.0 Valid Immediate FAIR
• Smoothing: Window [528.00, 540.00, 528.00] -> Median: 528.00
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 9.0 L/d (drain-step, band 108.0L over 13.8d, 37 pts)
07/02/2026 10:14:41 528.00 528.00 0.0 Valid Immediate GOOD
• Smoothing: Window [540.00, 528.00, 528.00] -> Median: 528.00
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 108.0L over 13.8d, 37 pts)
07/02/2026 16:15:00 528.00 528.00 0.0 Valid Immediate GOOD
• Smoothing: Window [528.00, 528.00, 528.00] -> Median: 528.00
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 108.0L over 13.8d, 37 pts)
07/02/2026 22:15:20 528.00 528.00 8.7 Valid Immediate GOOD
• Smoothing: Window [528.00, 528.00, 516.00] -> Median: 528.00
• Stability Filter: No change in volume.
• Usage Rate: 8.7 L/d (drain-slow, band 112.8L over 13.8d, 37 pts)
08/02/2026 10:15:57 516.00 516.00 8.7 Valid Immediate GOOD
• Smoothing: Window [528.00, 516.00, 504.00] -> Median: 516.00
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 8.7 L/d (drain-slow, band 114.0L over 13.8d, 36 pts)
08/02/2026 22:16:33 504.00 516.00 7.8 Valid Immediate FAIR
• Smoothing: Window [516.00, 504.00, 516.00] -> Median: 516.00
• Stability Filter: No change in volume.
• Usage Rate: 7.8 L/d (drain-slow, band 103.2L over 13.8d, 35 pts)
09/02/2026 04:16:52 516.00 516.00 9.4 Valid Immediate GOOD
• Smoothing: Window [504.00, 516.00, 516.00] -> Median: 516.00
• Stability Filter: No change in volume.
• Usage Rate: 9.4 L/d (drain-step, band 96.0L over 13.8d, 35 pts)
09/02/2026 10:17:11 516.00 516.00 7.8 Valid Immediate GOOD
• Smoothing: Window [516.00, 516.00, 504.00] -> Median: 516.00
• Stability Filter: No change in volume.
• Usage Rate: 7.8 L/d (drain-slow, band 98.4L over 13.8d, 35 pts)
09/02/2026 16:17:30 504.00 516.00 8.5 Valid Immediate FAIR
• Smoothing: Window [516.00, 504.00, 516.00] -> Median: 516.00
• Stability Filter: No change in volume.
• Usage Rate: 8.5 L/d (drain-step, band 96.0L over 12.8d, 35 pts)
09/02/2026 22:17:49 516.00 504.00 8.3 Valid Immediate FAIR
• Smoothing: Window [504.00, 516.00, 504.00] -> Median: 504.00
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 8.3 L/d (drain-step, band 96.0L over 13.0d, 36 pts)
10/02/2026 10:18:25 504.00 504.00 10.4 Valid Immediate GOOD
• Smoothing: Window [516.00, 504.00, 504.00] -> Median: 504.00
• Stability Filter: No change in volume.
• Usage Rate: 10.4 L/d (drain-step, band 96.0L over 13.5d, 37 pts)
10/02/2026 16:18:44 504.00 504.00 7.4 Valid Immediate GOOD
• Smoothing: Window [504.00, 504.00, 492.00] -> Median: 504.00
• Stability Filter: No change in volume.
• Usage Rate: 7.4 L/d (drain-slow, band 99.6L over 13.8d, 38 pts)
10/02/2026 22:19:01 492.00 492.00 8.0 Valid Immediate GOOD
• Smoothing: Window [504.00, 492.00, 480.00] -> Median: 492.00
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 8.0 L/d (drain-step, band 108.0L over 13.8d, 38 pts)
11/02/2026 10:19:38 480.00 480.00 7.5 Valid Immediate GOOD
• Smoothing: Window [492.00, 480.00, 480.00] -> Median: 480.00
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 7.5 L/d (drain-slow, band 99.6L over 13.5d, 38 pts)
11/02/2026 16:19:56 480.00 480.00 7.4 Valid Immediate GOOD
• Smoothing: Window [480.00, 480.00, 480.00] -> Median: 480.00
• Stability Filter: No change in volume.
• Usage Rate: 7.4 L/d (drain-slow, band 98.4L over 13.8d, 39 pts)
11/02/2026 22:20:15 480.00 480.00 7.7 Valid Immediate GOOD
• Smoothing: Window [480.00, 480.00, 480.00] -> Median: 480.00
• Stability Filter: No change in volume.
• Usage Rate: 7.7 L/d (drain-slow, band 98.4L over 13.3d, 39 pts)
12/02/2026 10:20:51 480.00 480.00 8.3 Valid Immediate GOOD
• Smoothing: Window [480.00, 480.00, 468.00] -> Median: 480.00
• Stability Filter: No change in volume.
• Usage Rate: 8.3 L/d (drain-slow, band 109.2L over 13.8d, 40 pts)
12/02/2026 16:21:10 468.00 468.00 8.4 Valid Immediate GOOD
• Smoothing: Window [480.00, 468.00, 468.00] -> Median: 468.00
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 8.4 L/d (drain-slow, band 109.2L over 13.5d, 40 pts)
12/02/2026 22:21:29 468.00 468.00 8.3 Valid Immediate GOOD
• Smoothing: Window [468.00, 468.00, 468.00] -> Median: 468.00
• Stability Filter: No change in volume.
• Usage Rate: 8.3 L/d (drain-slow, band 108.0L over 13.8d, 41 pts)
13/02/2026 10:22:04 468.00 468.00 11.5 Valid Immediate GOOD
• Smoothing: Window [468.00, 468.00, 468.00] -> Median: 468.00
• Stability Filter: No change in volume.
• Usage Rate: 11.5 L/d (drain-step, band 96.0L over 13.5d, 40 pts)
13/02/2026 16:22:23 468.00 468.00 7.4 Valid Immediate GOOD
• Smoothing: Window [468.00, 468.00, 468.00] -> Median: 468.00
• Stability Filter: No change in volume.
• Usage Rate: 7.4 L/d (drain-slow, band 96.0L over 13.8d, 41 pts)
13/02/2026 22:22:42 468.00 468.00 10.0 Valid Immediate GOOD
• Smoothing: Window [468.00, 468.00, 456.00] -> Median: 468.00
• Stability Filter: No change in volume.
• Usage Rate: 10.0 L/d (drain-step, band 108.0L over 13.3d, 41 pts)
14/02/2026 10:23:18 456.00 456.00 8.9 Valid Immediate GOOD
• Smoothing: Window [468.00, 456.00, 456.00] -> Median: 456.00
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 8.9 L/d (drain-step, band 108.0L over 13.8d, 42 pts)
14/02/2026 16:23:37 456.00 456.00 10.3 Valid Immediate GOOD
• Smoothing: Window [456.00, 456.00, 444.00] -> Median: 456.00
• Stability Filter: No change in volume.
• Usage Rate: 10.3 L/d (drain-step, band 108.0L over 13.5d, 42 pts)
14/02/2026 22:23:54 444.00 456.00 10.1 Valid Immediate FAIR
• Smoothing: Window [456.00, 444.00, 444.00] -> Median: 444.00
• Stability Filter: Clamped minor wobble drop of 12.0L back to stable level. Future rebound returned near baseline in 1.0d after a short wobble.
• Usage Rate: 10.1 L/d (drain-step, band 108.0L over 13.8d, 43 pts)
15/02/2026 10:24:30 444.00 456.00 8.0 Valid Immediate FAIR
• Smoothing: Window [444.00, 444.00, 456.00] -> Median: 444.00
• Stability Filter: Clamped minor wobble drop of 12.0L back to stable level. Future rebound returned near baseline in 0.5d after a short wobble.
• Usage Rate: 8.0 L/d (drain-slow, band 105.6L over 13.5d, 43 pts)
15/02/2026 16:24:48 456.00 456.00 8.7 Valid Immediate GOOD
• Smoothing: Window [444.00, 456.00, 444.00] -> Median: 444.00
• Stability Filter: Median artifact detected. Rescued Raw Value (456.0L).
• Usage Rate: 8.7 L/d (drain-slow, band 112.8L over 13.8d, 44 pts)
15/02/2026 22:25:06 444.00 456.00 9.9 Valid Immediate FAIR
• Smoothing: Window [456.00, 444.00, 456.00] -> Median: 456.00
• Stability Filter: No change in volume.
• Usage Rate: 9.9 L/d (drain-step, band 108.0L over 13.8d, 44 pts)
16/02/2026 04:25:24 456.00 444.00 8.6 Valid Immediate FAIR
• Smoothing: Window [444.00, 456.00, 444.00] -> Median: 444.00
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 8.6 L/d (drain-step, band 108.0L over 13.8d, 44 pts)
16/02/2026 10:25:43 444.00 444.00 0.0 Valid Immediate GOOD
• Smoothing: Window [456.00, 444.00, 444.00] -> Median: 444.00
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 108.0L over 13.8d, 44 pts)
16/02/2026 16:26:01 444.00 444.00 8.7 Valid Immediate GOOD
• Smoothing: Window [444.00, 444.00, 432.00] -> Median: 444.00
• Stability Filter: No change in volume.
• Usage Rate: 8.7 L/d (drain-slow, band 112.8L over 13.8d, 44 pts)
16/02/2026 22:26:20 432.00 432.00 8.6 Valid Immediate GOOD
• Smoothing: Window [444.00, 432.00, 432.00] -> Median: 432.00
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 8.6 L/d (drain-step, band 108.0L over 13.5d, 44 pts)
17/02/2026 10:26:55 432.00 432.00 7.8 Valid Immediate GOOD
• Smoothing: Window [432.00, 432.00, 432.00] -> Median: 432.00
• Stability Filter: No change in volume.
• Usage Rate: 7.8 L/d (drain-slow, band 104.4L over 13.8d, 44 pts)
17/02/2026 16:27:14 432.00 432.00 10.3 Valid Immediate GOOD
• Smoothing: Window [432.00, 432.00, 420.00] -> Median: 432.00
• Stability Filter: No change in volume.
• Usage Rate: 10.3 L/d (drain-step, band 96.0L over 13.8d, 44 pts)
18/02/2026 04:27:48 420.00 432.00 10.3 Valid Immediate FAIR
• Smoothing: Window [432.00, 420.00, 432.00] -> Median: 432.00
• Stability Filter: No change in volume.
• Usage Rate: 10.3 L/d (drain-step, band 96.0L over 13.8d, 44 pts)
18/02/2026 10:28:07 432.00 420.00 7.8 Valid Immediate FAIR
• Smoothing: Window [420.00, 432.00, 420.00] -> Median: 420.00
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 7.8 L/d (drain-slow, band 104.4L over 13.8d, 44 pts)
18/02/2026 16:28:26 420.00 420.00 8.6 Valid Immediate GOOD
• Smoothing: Window [432.00, 420.00, 420.00] -> Median: 420.00
• Stability Filter: No change in volume.
• Usage Rate: 8.6 L/d (drain-step, band 108.0L over 13.8d, 44 pts)
18/02/2026 22:28:44 420.00 420.00 8.6 Valid Immediate GOOD
• Smoothing: Window [420.00, 420.00, 420.00] -> Median: 420.00
• Stability Filter: No change in volume.
• Usage Rate: 8.6 L/d (drain-step, band 108.0L over 13.5d, 44 pts)
19/02/2026 04:29:02 420.00 420.00 8.4 Valid Immediate GOOD
• Smoothing: Window [420.00, 420.00, 408.00] -> Median: 420.00
• Stability Filter: No change in volume.
• Usage Rate: 8.4 L/d (drain-step, band 108.0L over 13.8d, 45 pts)
19/02/2026 10:29:22 408.00 420.00 8.7 Valid Immediate FAIR
• Smoothing: Window [420.00, 408.00, 420.00] -> Median: 420.00
• Stability Filter: No change in volume.
• Usage Rate: 8.7 L/d (drain-slow, band 110.4L over 13.8d, 45 pts)
19/02/2026 16:29:40 420.00 408.00 7.8 Valid Immediate FAIR
• Smoothing: Window [408.00, 420.00, 408.00] -> Median: 408.00
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 7.8 L/d (drain-step, band 108.0L over 13.8d, 45 pts)
19/02/2026 22:30:00 408.00 408.00 8.7 Valid Immediate GOOD
• Smoothing: Window [420.00, 408.00, 408.00] -> Median: 408.00
• Stability Filter: No change in volume.
• Usage Rate: 8.7 L/d (drain-step, band 108.0L over 13.5d, 45 pts)
20/02/2026 04:30:18 408.00 408.00 8.6 Valid Immediate GOOD
• Smoothing: Window [408.00, 408.00, 408.00] -> Median: 408.00
• Stability Filter: No change in volume.
• Usage Rate: 8.6 L/d (drain-step, band 108.0L over 13.8d, 46 pts)
20/02/2026 10:30:36 408.00 408.00 8.9 Valid Immediate GOOD
• Smoothing: Window [408.00, 408.00, 384.00] -> Median: 408.00
• Stability Filter: No change in volume.
• Usage Rate: 8.9 L/d (drain-step, band 108.0L over 13.8d, 46 pts)
20/02/2026 16:30:55 384.00 384.00 8.7 Valid Immediate GOOD
• Smoothing: Window [408.00, 384.00, 384.00] -> Median: 384.00
• Stability Filter: Accepted drop. Future rise is Real Top-up (Ended 432.0L higher). Drop accepted.
• Usage Rate: 8.7 L/d (drain-slow, band 108.0L over 13.8d, 46 pts)
20/02/2026 22:31:12 384.00 384.00 12.4 Valid Immediate GOOD
• Smoothing: Window [384.00, 384.00, 396.00] -> Median: 384.00
• Stability Filter: No change in volume.
• Usage Rate: 12.4 L/d (drain-step, band 108.0L over 13.8d, 46 pts)
21/02/2026 04:31:31 396.00 384.00 11.1 Valid Immediate FAIR
• Smoothing: Window [384.00, 396.00, 384.00] -> Median: 384.00
• Stability Filter: No change in volume.
• Usage Rate: 11.1 L/d (drain-step, band 108.0L over 13.8d, 46 pts)
21/02/2026 10:31:49 384.00 384.00 11.1 Valid Immediate GOOD
• Smoothing: Window [396.00, 384.00, 396.00] -> Median: 396.00
• Monotonic Logic: Rejected small rise of 12.0L. Future plummeted back to baseline inside window (1.3d). Clamped to 384.0
• Usage Rate: 11.1 L/d (drain-step, band 108.0L over 13.8d, 46 pts)
21/02/2026 16:32:07 396.00 384.00 8.7 Valid Immediate FAIR
• Smoothing: Window [384.00, 396.00, 384.00] -> Median: 384.00
• Stability Filter: No change in volume.
• Usage Rate: 8.7 L/d (drain-slow, band 108.0L over 13.8d, 46 pts)
21/02/2026 22:32:27 384.00 384.00 11.5 Valid Immediate GOOD
• Smoothing: Window [396.00, 384.00, 396.00] -> Median: 396.00
• Monotonic Logic: Rejected small rise of 12.0L. Future plummeted back to baseline inside window (0.8d). Clamped to 384.0
• Usage Rate: 11.5 L/d (drain-step, band 108.0L over 13.5d, 46 pts)
22/02/2026 04:32:45 396.00 384.00 8.5 Valid Immediate FAIR
• Smoothing: Window [384.00, 396.00, 372.00] -> Median: 384.00
• Stability Filter: No change in volume.
• Usage Rate: 8.5 L/d (drain-step, band 108.0L over 13.8d, 47 pts)
22/02/2026 10:33:04 372.00 384.00 8.9 Valid Immediate FAIR
• Smoothing: Window [396.00, 372.00, 384.00] -> Median: 384.00
• Stability Filter: No change in volume.
• Usage Rate: 8.9 L/d (drain-slow, band 112.8L over 13.5d, 47 pts)
22/02/2026 16:33:22 384.00 372.00 0.0 Valid Immediate FAIR
• Smoothing: Window [372.00, 384.00, 372.00] -> Median: 372.00
• Stability Filter: Accepted drop. Future rise is Real Top-up (Ended 456.0L higher). Drop accepted.
• Usage Rate: 0.0 L/d (flat, band 120.0L over 13.8d, 48 pts)
22/02/2026 22:33:40 372.00 372.00 11.1 Valid Immediate GOOD
• Smoothing: Window [384.00, 372.00, 372.00] -> Median: 372.00
• Stability Filter: No change in volume.
• Usage Rate: 11.1 L/d (drain-step, band 120.0L over 13.8d, 48 pts)
23/02/2026 04:33:58 372.00 372.00 8.3 Valid Immediate GOOD
• Smoothing: Window [372.00, 372.00, 372.00] -> Median: 372.00
• Stability Filter: No change in volume.
• Usage Rate: 8.3 L/d (drain-slow, band 111.6L over 13.8d, 48 pts)
23/02/2026 10:34:17 372.00 372.00 7.4 Valid Immediate GOOD
• Smoothing: Window [372.00, 372.00, 372.00] -> Median: 372.00
• Stability Filter: No change in volume.
• Usage Rate: 7.4 L/d (drain-slow, band 99.6L over 13.8d, 48 pts)
23/02/2026 16:34:35 372.00 372.00 7.4 Valid Immediate GOOD
• Smoothing: Window [372.00, 372.00, 360.00] -> Median: 372.00
• Stability Filter: No change in volume.
• Usage Rate: 7.4 L/d (drain-slow, band 99.6L over 13.8d, 48 pts)
23/02/2026 22:34:54 360.00 360.00 9.6 Valid Immediate GOOD
• Smoothing: Window [372.00, 360.00, 360.00] -> Median: 360.00
• Stability Filter: Accepted drop. Future rise is Real Top-up (Ended 468.0L higher). Drop accepted.
• Usage Rate: 9.6 L/d (drain-step, band 108.0L over 13.5d, 48 pts)
24/02/2026 04:35:12 360.00 360.00 11.3 Valid Immediate GOOD
• Smoothing: Window [360.00, 360.00, 360.00] -> Median: 360.00
• Stability Filter: No change in volume.
• Usage Rate: 11.3 L/d (drain-step, band 108.0L over 13.8d, 49 pts)
24/02/2026 10:35:31 360.00 360.00 11.5 Valid Immediate GOOD
• Smoothing: Window [360.00, 360.00, 360.00] -> Median: 360.00 (Edge Protected)
• Stability Filter: No change in volume.
• Usage Rate: 11.5 L/d (drain-step, band 108.0L over 13.8d, 49 pts)
24/02/2026 16:35:50 840.00 840.00 - FLATLINE Verified (Latency) GOOD
• Smoothing: Window [840.00, 840.00, 840.00] -> Median: 840.00 (Edge Protected)
• Monotonic Logic: Accepted Top-up Rise of 480.0L. Future stepped down gradually (Valid Usage).
24/02/2026 22:36:09 840.00 840.00 - FLATLINE Immediate GOOD
• Smoothing: Window [840.00, 840.00, 840.00] -> Median: 840.00
• Stability Filter: No change in volume.
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
25/02/2026 04:36:27 840.00 840.00 - FLATLINE Immediate GOOD
• Smoothing: Window [840.00, 840.00, 840.00] -> Median: 840.00
• Stability Filter: No change in volume.
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
25/02/2026 10:36:46 840.00 840.00 - FLATLINE Immediate GOOD
• Smoothing: Window [840.00, 840.00, 840.00] -> Median: 840.00
• Stability Filter: No change in volume.
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
25/02/2026 22:37:24 840.00 840.00 - FLATLINE Immediate GOOD
• Smoothing: Window [840.00, 840.00, 840.00] -> Median: 840.00
• Stability Filter: No change in volume.
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
26/02/2026 04:37:42 840.00 840.00 - FLATLINE Immediate GOOD
• Smoothing: Window [840.00, 840.00, 840.00] -> Median: 840.00
• Stability Filter: No change in volume.
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
26/02/2026 04:37:46 840.00 840.00 - FLATLINE Immediate GOOD
• Smoothing: Window [840.00, 840.00, 840.00] -> Median: 840.00
• Stability Filter: No change in volume.
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
26/02/2026 10:38:05 840.00 840.00 - FLATLINE Immediate GOOD
• Smoothing: Window [840.00, 840.00, 840.00] -> Median: 840.00
• Stability Filter: No change in volume.
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
26/02/2026 16:38:24 840.00 840.00 - FLATLINE Immediate GOOD
• Smoothing: Window [840.00, 840.00, 840.00] -> Median: 840.00
• Stability Filter: No change in volume.
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
26/02/2026 22:38:43 840.00 840.00 0.0 FLATLINE Immediate GOOD
• Smoothing: Window [840.00, 840.00, 840.00] -> Median: 840.00
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 0.0L over 2.0d, 9 pts)
27/02/2026 04:39:03 840.00 840.00 0.0 FLATLINE Immediate GOOD
• Smoothing: Window [840.00, 840.00, 840.00] -> Median: 840.00
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 0.0L over 2.3d, 10 pts)
27/02/2026 10:39:21 840.00 840.00 0.0 FLATLINE Immediate GOOD
• Smoothing: Window [840.00, 840.00, 840.00] -> Median: 840.00
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 0.0L over 2.5d, 11 pts)
27/02/2026 16:39:41 840.00 840.00 0.0 FLATLINE Immediate GOOD
• Smoothing: Window [840.00, 840.00, 828.00] -> Median: 840.00
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 0.0L over 2.8d, 12 pts)
27/02/2026 22:40:00 828.00 840.00 0.0 FLATLINE Immediate FAIR
• Smoothing: Window [840.00, 828.00, 840.00] -> Median: 840.00
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 0.0L over 3.0d, 13 pts)
28/02/2026 04:40:20 840.00 840.00 0.0 FLATLINE Immediate GOOD
• Smoothing: Window [828.00, 840.00, 828.00] -> Median: 828.00
• Stability Filter: Median artifact detected. Rescued Raw Value (840.0L).
• Usage Rate: 0.0 L/d (flat, band 0.0L over 3.3d, 14 pts)
28/02/2026 10:40:38 828.00 840.00 3.4 FLATLINE Immediate FAIR
• Smoothing: Window [840.00, 828.00, 840.00] -> Median: 840.00
• Stability Filter: No change in volume.
• Usage Rate: 3.4 L/d (drain-slow, band 7.2L over 3.5d, 15 pts)
28/02/2026 16:40:57 840.00 840.00 0.0 FLATLINE Immediate GOOD
• Smoothing: Window [828.00, 840.00, 840.00] -> Median: 840.00
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 6.0L over 3.8d, 16 pts)
28/02/2026 22:41:16 840.00 840.00 0.0 FLATLINE Immediate GOOD
• Smoothing: Window [840.00, 840.00, 840.00] -> Median: 840.00
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 4.8L over 4.0d, 17 pts)
01/03/2026 04:41:35 840.00 840.00 0.0 FLATLINE Immediate GOOD
• Smoothing: Window [840.00, 840.00, 840.00] -> Median: 840.00
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 3.6L over 4.3d, 18 pts)
01/03/2026 10:41:54 840.00 840.00 0.0 FLATLINE Immediate GOOD
• Smoothing: Window [840.00, 840.00, 840.00] -> Median: 840.00
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 2.4L over 4.5d, 19 pts)
01/03/2026 16:42:12 840.00 840.00 0.0 FLATLINE Immediate GOOD
• Smoothing: Window [840.00, 840.00, 840.00] -> Median: 840.00
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 1.2L over 4.8d, 20 pts)
02/03/2026 04:42:50 840.00 840.00 0.0 FLATLINE Immediate GOOD
• Smoothing: Window [840.00, 840.00, 840.00] -> Median: 840.00
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 0.0L over 5.3d, 21 pts)
02/03/2026 10:43:11 840.00 840.00 0.0 FLATLINE Immediate GOOD
• Smoothing: Window [840.00, 840.00, 840.00] -> Median: 840.00
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 0.0L over 5.5d, 22 pts)
02/03/2026 16:43:29 840.00 840.00 0.0 FLATLINE Immediate GOOD
• Smoothing: Window [840.00, 840.00, 840.00] -> Median: 840.00
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 0.0L over 5.8d, 23 pts)
02/03/2026 22:43:48 840.00 840.00 0.0 FLATLINE Immediate GOOD
• Smoothing: Window [840.00, 840.00, 840.00] -> Median: 840.00
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 0.0L over 6.0d, 24 pts)
03/03/2026 04:44:06 840.00 840.00 0.0 FLATLINE Immediate GOOD
• Smoothing: Window [840.00, 840.00, 840.00] -> Median: 840.00
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 0.0L over 6.3d, 25 pts)
03/03/2026 10:44:25 840.00 840.00 0.0 FLATLINE Immediate GOOD
• Smoothing: Window [840.00, 840.00, 840.00] -> Median: 840.00
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 0.0L over 6.5d, 26 pts)
03/03/2026 16:44:43 840.00 840.00 0.0 FLATLINE Immediate GOOD
• Smoothing: Window [840.00, 840.00, 840.00] -> Median: 840.00
• Stability Filter: No change in volume.
• Event: Flatline detected after 28 consecutive unchanged readings over 7.0 days.
• Usage Rate: 0.0 L/d (flat, band 0.0L over 6.8d, 27 pts)
03/03/2026 22:45:01 840.00 840.00 0.0 FLATLINE Immediate GOOD
• Smoothing: Window [840.00, 840.00, 840.00] -> Median: 840.00
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 0.0L over 7.0d, 28 pts)
04/03/2026 04:45:20 840.00 840.00 0.0 FLATLINE Immediate GOOD
• Smoothing: Window [840.00, 840.00, 840.00] -> Median: 840.00
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 0.0L over 7.3d, 29 pts)
04/03/2026 10:45:39 840.00 840.00 0.0 FLATLINE Immediate GOOD
• Smoothing: Window [840.00, 840.00, 828.00] -> Median: 840.00
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 0.0L over 7.5d, 30 pts)
04/03/2026 16:45:57 828.00 828.00 0.0 Valid Immediate GOOD
• Smoothing: Window [840.00, 828.00, 828.00] -> Median: 828.00
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Event: Flatline cleared after level changed by 12.0L.
• Usage Rate: 0.0 L/d (flat, band 0.0L over 7.8d, 31 pts)
04/03/2026 22:46:15 828.00 828.00 0.0 Valid Immediate GOOD
• Smoothing: Window [828.00, 828.00, 828.00] -> Median: 828.00
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 10.8L over 8.0d, 32 pts)
05/03/2026 04:46:34 828.00 828.00 2.7 Valid Immediate GOOD
• Smoothing: Window [828.00, 828.00, 828.00] -> Median: 828.00
• Stability Filter: No change in volume.
• Usage Rate: 2.7 L/d (drain-step, band 12.0L over 8.3d, 33 pts)
05/03/2026 10:46:52 828.00 828.00 2.7 Valid Immediate GOOD
• Smoothing: Window [828.00, 828.00, 816.00] -> Median: 828.00
• Stability Filter: No change in volume.
• Usage Rate: 2.7 L/d (drain-step, band 12.0L over 8.5d, 34 pts)
05/03/2026 16:47:11 816.00 816.00 2.6 Valid Immediate GOOD
• Smoothing: Window [828.00, 816.00, 816.00] -> Median: 816.00
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 2.6 L/d (drain-step, band 12.0L over 8.8d, 35 pts)
05/03/2026 22:47:30 816.00 816.00 0.0 Valid Immediate GOOD
• Smoothing: Window [816.00, 816.00, 816.00] -> Median: 816.00
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 12.0L over 9.0d, 36 pts)
06/03/2026 04:47:49 816.00 816.00 4.9 Valid Immediate GOOD
• Smoothing: Window [816.00, 816.00, 804.00] -> Median: 816.00
• Stability Filter: No change in volume.
• Usage Rate: 4.9 L/d (drain-step, band 12.0L over 9.3d, 37 pts)
06/03/2026 10:48:08 804.00 804.00 1.9 Valid Immediate GOOD
• Smoothing: Window [816.00, 804.00, 804.00] -> Median: 804.00
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 1.9 L/d (drain-slow, band 15.6L over 9.5d, 38 pts)
06/03/2026 16:48:27 804.00 804.00 7.0 Valid Immediate GOOD
• Smoothing: Window [804.00, 804.00, 804.00] -> Median: 804.00
• Stability Filter: No change in volume.
• Usage Rate: 7.0 L/d (drain-step, band 24.0L over 9.8d, 39 pts)
06/03/2026 22:48:46 804.00 804.00 6.9 Valid Immediate GOOD
• Smoothing: Window [804.00, 804.00, 804.00] -> Median: 804.00
• Stability Filter: No change in volume.
• Usage Rate: 6.9 L/d (drain-step, band 24.0L over 10.0d, 40 pts)
07/03/2026 04:49:05 804.00 804.00 2.9 Valid Immediate GOOD
• Smoothing: Window [804.00, 804.00, 792.00] -> Median: 804.00
• Stability Filter: No change in volume.
• Usage Rate: 2.9 L/d (drain-slow, band 24.0L over 10.3d, 41 pts)
07/03/2026 10:49:24 792.00 792.00 3.4 Valid Immediate GOOD
• Smoothing: Window [804.00, 792.00, 792.00] -> Median: 792.00
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 3.4 L/d (drain-slow, band 34.8L over 10.5d, 42 pts)
07/03/2026 16:49:43 792.00 792.00 8.7 Valid Immediate GOOD
• Smoothing: Window [792.00, 792.00, 792.00] -> Median: 792.00
• Stability Filter: No change in volume.
• Usage Rate: 8.7 L/d (drain-step, band 36.0L over 10.8d, 43 pts)
07/03/2026 22:50:02 792.00 792.00 8.7 Valid Immediate GOOD
• Smoothing: Window [792.00, 792.00, 792.00] -> Median: 792.00
• Stability Filter: No change in volume.
• Usage Rate: 8.7 L/d (drain-step, band 36.0L over 11.0d, 44 pts)
08/03/2026 04:50:21 792.00 792.00 8.5 Valid Immediate GOOD
• Smoothing: Window [792.00, 792.00, 792.00] -> Median: 792.00
• Stability Filter: No change in volume.
• Usage Rate: 8.5 L/d (drain-step, band 36.0L over 11.3d, 45 pts)
08/03/2026 10:50:39 792.00 792.00 4.2 Valid Immediate GOOD
• Smoothing: Window [792.00, 792.00, 792.00] -> Median: 792.00
• Stability Filter: No change in volume.
• Usage Rate: 4.2 L/d (drain-slow, band 42.0L over 11.5d, 46 pts)
08/03/2026 16:50:58 792.00 792.00 8.2 Valid Immediate GOOD
• Smoothing: Window [792.00, 792.00, 792.00] -> Median: 792.00
• Stability Filter: No change in volume.
• Usage Rate: 8.2 L/d (drain-step, band 48.0L over 11.8d, 47 pts)
08/03/2026 22:51:17 792.00 792.00 8.0 Valid Immediate GOOD
• Smoothing: Window [792.00, 792.00, 780.00] -> Median: 792.00
• Stability Filter: No change in volume.
• Usage Rate: 8.0 L/d (drain-step, band 48.0L over 12.0d, 48 pts)
09/03/2026 04:51:36 780.00 780.00 7.8 Valid Immediate GOOD
• Smoothing: Window [792.00, 780.00, 780.00] -> Median: 780.00
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 7.8 L/d (drain-step, band 48.0L over 12.3d, 49 pts)
09/03/2026 10:51:55 780.00 780.00 0.0 Valid Immediate GOOD
• Smoothing: Window [780.00, 780.00, 792.00] -> Median: 780.00
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 48.0L over 12.5d, 50 pts)
09/03/2026 16:52:14 792.00 780.00 0.0 Valid Immediate FAIR
• Smoothing: Window [780.00, 792.00, 780.00] -> Median: 780.00
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 48.0L over 12.8d, 51 pts)
09/03/2026 22:52:33 780.00 780.00 0.0 Valid Immediate GOOD
• Smoothing: Window [792.00, 780.00, 780.00] -> Median: 780.00
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 48.0L over 13.0d, 52 pts)
10/03/2026 04:52:52 780.00 780.00 0.0 Valid Immediate GOOD
• Smoothing: Window [780.00, 780.00, 780.00] -> Median: 780.00
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 48.0L over 13.3d, 53 pts)
10/03/2026 10:53:11 780.00 780.00 8.9 Valid Immediate GOOD
• Smoothing: Window [780.00, 780.00, 780.00] -> Median: 780.00
• Stability Filter: No change in volume.
• Usage Rate: 8.9 L/d (drain-step, band 48.0L over 13.5d, 54 pts)
10/03/2026 16:53:29 780.00 780.00 4.4 Valid Immediate GOOD
• Smoothing: Window [780.00, 780.00, 780.00] -> Median: 780.00
• Stability Filter: No change in volume.
• Usage Rate: 4.4 L/d (drain-slow, band 55.2L over 13.8d, 55 pts)
10/03/2026 22:53:48 780.00 780.00 8.7 Valid Immediate GOOD
• Smoothing: Window [780.00, 780.00, 768.00] -> Median: 780.00
• Stability Filter: No change in volume.
• Usage Rate: 8.7 L/d (drain-step, band 60.0L over 13.8d, 55 pts)
11/03/2026 04:54:06 768.00 780.00 7.8 Valid Immediate FAIR
• Smoothing: Window [780.00, 768.00, 780.00] -> Median: 780.00
• Stability Filter: No change in volume.
• Usage Rate: 7.8 L/d (drain-step, band 60.0L over 13.8d, 55 pts)
11/03/2026 10:54:26 780.00 768.00 7.0 Valid Immediate FAIR
• Smoothing: Window [768.00, 780.00, 768.00] -> Median: 768.00
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 7.0 L/d (drain-step, band 60.0L over 13.5d, 55 pts)
11/03/2026 16:54:45 768.00 768.00 0.0 Valid Immediate GOOD
• Smoothing: Window [780.00, 768.00, 768.00] -> Median: 768.00
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 60.0L over 13.8d, 56 pts)
12/03/2026 04:55:22 768.00 768.00 0.0 Valid Immediate GOOD
• Smoothing: Window [768.00, 768.00, 768.00] -> Median: 768.00
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 60.0L over 13.8d, 54 pts)
12/03/2026 10:55:41 768.00 768.00 8.6 Valid Immediate GOOD
• Smoothing: Window [768.00, 768.00, 768.00] -> Median: 768.00
• Stability Filter: No change in volume.
• Usage Rate: 8.6 L/d (drain-step, band 60.0L over 13.8d, 54 pts)
12/03/2026 16:56:00 768.00 768.00 8.6 Valid Immediate GOOD
• Smoothing: Window [768.00, 768.00, 768.00] -> Median: 768.00
• Stability Filter: No change in volume.
• Usage Rate: 8.6 L/d (drain-step, band 60.0L over 13.8d, 54 pts)
12/03/2026 22:56:18 768.00 768.00 5.2 Valid Immediate GOOD
• Smoothing: Window [768.00, 768.00, 756.00] -> Median: 768.00
• Stability Filter: No change in volume.
• Usage Rate: 5.2 L/d (drain-slow, band 68.4L over 13.8d, 54 pts)
13/03/2026 04:56:37 756.00 756.00 6.9 Valid Immediate GOOD
• Smoothing: Window [768.00, 756.00, 756.00] -> Median: 756.00
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 6.9 L/d (drain-step, band 72.0L over 13.8d, 54 pts)
13/03/2026 04:56:56 756.00 756.00 0.0 Valid Immediate GOOD
• Smoothing: Window [756.00, 756.00, 756.00] -> Median: 756.00
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 72.0L over 13.8d, 55 pts)
13/03/2026 10:57:28 756.00 756.00 0.0 Valid Immediate GOOD
• Smoothing: Window [756.00, 756.00, 756.00] -> Median: 756.00
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 72.0L over 13.8d, 55 pts)
13/03/2026 16:57:47 756.00 756.00 7.0 Valid Immediate GOOD
• Smoothing: Window [756.00, 756.00, 744.00] -> Median: 756.00
• Stability Filter: No change in volume.
• Usage Rate: 7.0 L/d (drain-step, band 72.0L over 13.8d, 55 pts)
13/03/2026 22:58:06 744.00 744.00 7.0 Valid Immediate GOOD
• Smoothing: Window [756.00, 744.00, 744.00] -> Median: 744.00
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 7.0 L/d (drain-step, band 72.0L over 13.8d, 55 pts)
14/03/2026 04:58:25 744.00 744.00 6.1 Valid Immediate GOOD
• Smoothing: Window [744.00, 744.00, 744.00] -> Median: 744.00
• Stability Filter: No change in volume.
• Usage Rate: 6.1 L/d (drain-slow, band 79.2L over 13.8d, 55 pts)
14/03/2026 10:58:43 744.00 744.00 7.8 Valid Immediate GOOD
• Smoothing: Window [744.00, 744.00, 744.00] -> Median: 744.00
• Stability Filter: No change in volume.
• Usage Rate: 7.8 L/d (drain-step, band 84.0L over 13.8d, 55 pts)
14/03/2026 16:59:06 744.00 744.00 7.0 Valid Immediate GOOD
• Smoothing: Window [744.00, 744.00, 744.00] -> Median: 744.00
• Stability Filter: No change in volume.
• Usage Rate: 7.0 L/d (drain-step, band 84.0L over 13.8d, 55 pts)
14/03/2026 22:59:24 744.00 744.00 7.0 Valid Immediate GOOD
• Smoothing: Window [744.00, 744.00, 732.00] -> Median: 744.00
• Stability Filter: No change in volume.
• Usage Rate: 7.0 L/d (drain-step, band 84.0L over 13.8d, 55 pts)
15/03/2026 04:59:43 732.00 732.00 7.0 Valid Immediate GOOD
• Smoothing: Window [744.00, 732.00, 732.00] -> Median: 732.00
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 7.0 L/d (drain-slow, band 91.2L over 13.8d, 55 pts)
15/03/2026 11:00:01 732.00 732.00 8.7 Valid Immediate GOOD
• Smoothing: Window [732.00, 732.00, 732.00] -> Median: 732.00
• Stability Filter: No change in volume.
• Usage Rate: 8.7 L/d (drain-step, band 96.0L over 13.8d, 55 pts)
15/03/2026 23:00:49 732.00 732.00 8.7 Valid Immediate GOOD
• Smoothing: Window [732.00, 732.00, 732.00] -> Median: 732.00
• Stability Filter: No change in volume.
• Usage Rate: 8.7 L/d (drain-step, band 96.0L over 13.8d, 55 pts)
16/03/2026 05:01:10 732.00 732.00 8.4 Valid Immediate GOOD
• Smoothing: Window [732.00, 732.00, 720.00] -> Median: 732.00
• Stability Filter: No change in volume.
• Usage Rate: 8.4 L/d (drain-step, band 96.0L over 13.8d, 55 pts)
16/03/2026 11:01:29 720.00 732.00 8.4 Valid Immediate FAIR
• Smoothing: Window [732.00, 720.00, 732.00] -> Median: 732.00
• Stability Filter: No change in volume.
• Usage Rate: 8.4 L/d (drain-step, band 96.0L over 13.8d, 55 pts)
16/03/2026 17:01:51 732.00 720.00 7.8 Valid Immediate FAIR
• Smoothing: Window [720.00, 732.00, 720.00] -> Median: 720.00
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 7.8 L/d (drain-slow, band 103.2L over 13.8d, 55 pts)
17/03/2026 05:02:28 720.00 720.00 8.6 Valid Immediate GOOD
• Smoothing: Window [732.00, 720.00, 720.00] -> Median: 720.00
• Stability Filter: No change in volume.
• Usage Rate: 8.6 L/d (drain-step, band 96.0L over 13.8d, 54 pts)
17/03/2026 11:02:47 720.00 720.00 8.3 Valid Immediate GOOD
• Smoothing: Window [720.00, 720.00, 720.00] -> Median: 720.00
• Stability Filter: No change in volume.
• Usage Rate: 8.3 L/d (drain-step, band 96.0L over 13.8d, 54 pts)
17/03/2026 17:03:06 720.00 720.00 8.3 Valid Immediate GOOD
• Smoothing: Window [720.00, 720.00, 720.00] -> Median: 720.00
• Stability Filter: No change in volume.
• Usage Rate: 8.3 L/d (drain-step, band 96.0L over 13.8d, 54 pts)
17/03/2026 23:03:24 720.00 720.00 7.0 Valid Immediate GOOD
• Smoothing: Window [720.00, 720.00, 720.00] -> Median: 720.00
• Stability Filter: No change in volume.
• Usage Rate: 7.0 L/d (drain-slow, band 92.4L over 13.8d, 54 pts)
18/03/2026 05:03:44 720.00 720.00 7.0 Valid Immediate GOOD
• Smoothing: Window [720.00, 720.00, 708.00] -> Median: 720.00
• Stability Filter: No change in volume.
• Usage Rate: 7.0 L/d (drain-slow, band 92.4L over 13.8d, 54 pts)
18/03/2026 11:04:04 708.00 708.00 8.3 Valid Immediate GOOD
• Smoothing: Window [720.00, 708.00, 708.00] -> Median: 708.00
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 8.3 L/d (drain-step, band 96.0L over 13.8d, 54 pts)
18/03/2026 23:04:41 708.00 708.00 9.3 Valid Immediate GOOD
• Smoothing: Window [708.00, 708.00, 708.00] -> Median: 708.00
• Stability Filter: No change in volume.
• Usage Rate: 9.3 L/d (drain-step, band 84.0L over 13.8d, 53 pts)
19/03/2026 05:05:00 708.00 708.00 8.1 Valid Immediate GOOD
• Smoothing: Window [708.00, 708.00, 708.00] -> Median: 708.00
• Stability Filter: No change in volume.
• Usage Rate: 8.1 L/d (drain-step, band 84.0L over 13.8d, 53 pts)
19/03/2026 23:05:54 708.00 708.00 5.7 Valid Immediate GOOD
• Smoothing: Window [708.00, 708.00, 702.36] -> Median: 708.00
• Stability Filter: No change in volume.
• Usage Rate: 5.7 L/d (drain-slow, band 72.0L over 13.8d, 51 pts)
20/03/2026 17:06:53 702.36 702.36 5.7 Valid Immediate GOOD
• Smoothing: Window [708.00, 702.36, 702.36] -> Median: 702.36
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 5.7 L/d (drain-slow, band 74.4L over 13.8d, 49 pts)
21/03/2026 05:07:40 702.36 702.36 7.1 Valid Immediate GOOD
• Smoothing: Window [702.36, 702.36, 698.16] -> Median: 702.36
• Stability Filter: No change in volume.
• Usage Rate: 7.1 L/d (drain-step, band 84.0L over 13.8d, 48 pts)
21/03/2026 11:07:59 698.16 702.36 6.7 Valid Immediate GOOD
• Smoothing: Window [702.36, 698.16, 705.24] -> Median: 702.36
• Stability Filter: No change in volume.
• Usage Rate: 6.7 L/d (drain-step, band 84.0L over 13.8d, 48 pts)
21/03/2026 23:08:36 705.24 698.16 6.1 Valid Immediate FAIR
• Smoothing: Window [698.16, 705.24, 698.16] -> Median: 698.16
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 6.1 L/d (drain-slow, band 76.8L over 13.8d, 47 pts)
22/03/2026 05:08:55 698.16 698.16 5.4 Valid Immediate GOOD
• Smoothing: Window [705.24, 698.16, 698.16] -> Median: 698.16
• Stability Filter: No change in volume.
• Usage Rate: 5.4 L/d (drain-slow, band 73.1L over 13.8d, 47 pts)
22/03/2026 17:09:30 698.16 698.16 5.6 Valid Immediate GOOD
• Smoothing: Window [698.16, 698.16, 695.28] -> Median: 698.16
• Stability Filter: No change in volume.
• Usage Rate: 5.6 L/d (drain-slow, band 76.2L over 13.8d, 46 pts)
22/03/2026 23:09:48 695.28 695.28 5.6 Valid Immediate GOOD
• Smoothing: Window [698.16, 695.28, 692.40] -> Median: 695.28
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 5.6 L/d (drain-step, band 77.6L over 13.8d, 46 pts)
23/03/2026 05:10:07 692.40 692.40 5.9 Valid Immediate GOOD
• Smoothing: Window [695.28, 692.40, 688.08] -> Median: 692.40
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 5.9 L/d (drain-slow, band 79.7L over 13.8d, 46 pts)
23/03/2026 11:10:26 688.08 690.96 6.2 Valid Immediate GOOD
• Smoothing: Window [692.40, 688.08, 690.96] -> Median: 690.96
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 6.2 L/d (drain-step, band 81.8L over 13.8d, 46 pts)
23/03/2026 17:10:45 690.96 689.52 5.0 Valid Immediate GOOD
• Smoothing: Window [688.08, 690.96, 689.52] -> Median: 689.52
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 5.0 L/d (drain-step, band 81.8L over 13.8d, 46 pts)
23/03/2026 23:11:03 689.52 689.52 6.2 Valid Immediate GOOD
• Smoothing: Window [690.96, 689.52, 686.64] -> Median: 689.52
• Stability Filter: No change in volume.
• Usage Rate: 6.2 L/d (drain-slow, band 77.3L over 13.8d, 46 pts)
24/03/2026 05:11:21 686.64 686.64 5.5 Valid Immediate GOOD
• Smoothing: Window [689.52, 686.64, 683.76] -> Median: 686.64
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 5.5 L/d (drain-slow, band 74.2L over 13.8d, 46 pts)
24/03/2026 11:11:39 683.76 686.64 5.6 Valid Immediate GOOD
• Smoothing: Window [686.64, 683.76, 686.64] -> Median: 686.64
• Stability Filter: No change in volume.
• Usage Rate: 5.6 L/d (drain-slow, band 76.3L over 13.8d, 46 pts)
24/03/2026 17:11:57 686.64 683.76 5.7 Valid Immediate GOOD
• Smoothing: Window [683.76, 686.64, 683.76] -> Median: 683.76
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 5.7 L/d (drain-slow, band 77.8L over 13.8d, 46 pts)
24/03/2026 23:12:15 683.76 683.76 5.8 Valid Immediate GOOD
• Smoothing: Window [686.64, 683.76, 678.00] -> Median: 683.76
• Stability Filter: No change in volume.
• Usage Rate: 5.8 L/d (drain-slow, band 79.2L over 13.8d, 46 pts)
25/03/2026 05:12:34 678.00 678.00 5.9 Valid Immediate GOOD
• Smoothing: Window [683.76, 678.00, 676.56] -> Median: 678.00
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 5.9 L/d (drain-slow, band 80.6L over 13.8d, 46 pts)
25/03/2026 11:12:53 676.56 676.56 5.9 Valid Immediate GOOD
• Smoothing: Window [678.00, 676.56, 675.12] -> Median: 676.56
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 5.9 L/d (drain-slow, band 75.4L over 13.8d, 46 pts)
25/03/2026 17:13:11 675.12 675.12 5.3 Valid Immediate GOOD
• Smoothing: Window [676.56, 675.12, 665.04] -> Median: 675.12
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 5.3 L/d (drain-slow, band 70.8L over 13.5d, 46 pts)
25/03/2026 23:13:29 665.04 665.04 5.7 Valid Immediate GOOD
• Smoothing: Window [675.12, 665.04, 663.60] -> Median: 665.04
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 5.7 L/d (drain-step, band 72.2L over 13.8d, 47 pts)
26/03/2026 05:13:48 663.60 663.60 5.7 Valid Immediate GOOD
• Smoothing: Window [665.04, 663.60, 662.16] -> Median: 663.60
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 5.7 L/d (drain-slow, band 74.5L over 13.8d, 47 pts)
26/03/2026 17:14:26 662.16 662.16 5.8 Valid Immediate GOOD
• Smoothing: Window [663.60, 662.16, 657.84] -> Median: 662.16
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 5.8 L/d (drain-slow, band 72.7L over 13.8d, 46 pts)
26/03/2026 23:14:44 657.84 657.84 5.0 Valid Immediate GOOD
• Smoothing: Window [662.16, 657.84, 657.84] -> Median: 657.84
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 5.0 L/d (drain-slow, band 68.2L over 13.8d, 46 pts)
27/03/2026 05:15:03 657.84 657.84 5.7 Valid Immediate GOOD
• Smoothing: Window [657.84, 657.84, 654.96] -> Median: 657.84
• Stability Filter: No change in volume.
• Usage Rate: 5.7 L/d (drain-slow, band 74.9L over 13.8d, 45 pts)
27/03/2026 11:15:22 654.96 657.84 5.8 Valid Immediate GOOD
• Smoothing: Window [657.84, 654.96, 659.28] -> Median: 657.84
• Stability Filter: No change in volume.
• Usage Rate: 5.8 L/d (drain-slow, band 79.8L over 13.8d, 45 pts)
27/03/2026 17:15:40 659.28 654.96 5.9 Valid Immediate GOOD
• Smoothing: Window [654.96, 659.28, 652.08] -> Median: 654.96
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 5.9 L/d (drain-slow, band 76.5L over 13.8d, 45 pts)
27/03/2026 23:15:58 652.08 652.08 5.3 Valid Immediate GOOD
• Smoothing: Window [659.28, 652.08, 649.20] -> Median: 652.08
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 5.3 L/d (drain-slow, band 71.6L over 13.8d, 45 pts)
28/03/2026 05:16:17 649.20 650.64 5.4 Valid Immediate GOOD
• Smoothing: Window [652.08, 649.20, 650.64] -> Median: 650.64
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 5.4 L/d (drain-slow, band 73.6L over 13.8d, 45 pts)
28/03/2026 11:16:35 650.64 649.20 7.8 Valid Immediate GOOD
• Smoothing: Window [649.20, 650.64, 647.76] -> Median: 649.20
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 7.8 L/d (drain-step, band 74.2L over 13.8d, 45 pts)
28/03/2026 17:16:54 647.76 647.76 5.6 Valid Immediate GOOD
• Smoothing: Window [650.64, 647.76, 643.44] -> Median: 647.76
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 5.6 L/d (drain-slow, band 75.9L over 13.8d, 45 pts)
29/03/2026 05:17:31 643.44 643.44 4.9 Valid Immediate GOOD
• Smoothing: Window [647.76, 643.44, 642.00] -> Median: 643.44
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 4.9 L/d (drain-slow, band 67.1L over 13.8d, 44 pts)
29/03/2026 11:17:50 642.00 642.00 5.1 Valid Immediate GOOD
• Smoothing: Window [643.44, 642.00, 639.12] -> Median: 642.00
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 5.1 L/d (drain-slow, band 68.9L over 13.5d, 44 pts)
29/03/2026 17:18:09 639.12 640.56 5.1 Valid Immediate GOOD
• Smoothing: Window [642.00, 639.12, 640.56] -> Median: 640.56
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 5.1 L/d (drain-slow, band 70.2L over 13.8d, 45 pts)
29/03/2026 23:18:28 640.56 639.12 5.2 Valid Immediate GOOD
• Smoothing: Window [639.12, 640.56, 637.68] -> Median: 639.12
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 5.2 L/d (drain-slow, band 71.7L over 13.8d, 45 pts)
30/03/2026 05:18:48 637.68 639.12 5.6 Valid Immediate GOOD
• Smoothing: Window [640.56, 637.68, 639.12] -> Median: 639.12
• Stability Filter: No change in volume.
• Usage Rate: 5.6 L/d (drain-slow, band 74.8L over 13.8d, 45 pts)
30/03/2026 11:19:07 639.12 639.12 5.7 Valid Immediate GOOD
• Smoothing: Window [637.68, 639.12, 639.12] -> Median: 639.12
• Stability Filter: No change in volume.
• Usage Rate: 5.7 L/d (drain-slow, band 77.4L over 13.8d, 45 pts)
30/03/2026 17:19:26 639.12 639.12 5.9 Valid Immediate GOOD
• Smoothing: Window [639.12, 639.12, 637.68] -> Median: 639.12
• Stability Filter: No change in volume.
• Usage Rate: 5.9 L/d (drain-slow, band 74.1L over 13.5d, 45 pts)
30/03/2026 23:19:44 637.68 637.68 5.9 Valid Immediate GOOD
• Smoothing: Window [639.12, 637.68, 631.92] -> Median: 637.68
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 5.9 L/d (drain-slow, band 74.2L over 13.8d, 46 pts)
31/03/2026 05:20:02 631.92 634.80 7.4 Valid Immediate GOOD
• Smoothing: Window [637.68, 631.92, 634.80] -> Median: 634.80
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 7.4 L/d (drain-step, band 68.9L over 13.8d, 46 pts)
31/03/2026 11:20:20 634.80 631.92 7.8 Valid Immediate GOOD
• Smoothing: Window [631.92, 634.80, 631.92] -> Median: 631.92
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 7.8 L/d (drain-step, band 68.9L over 13.8d, 46 pts)
31/03/2026 17:20:39 631.92 631.92 5.1 Valid Immediate GOOD
• Smoothing: Window [634.80, 631.92, 630.48] -> Median: 631.92
• Stability Filter: No change in volume.
• Usage Rate: 5.1 L/d (drain-slow, band 69.6L over 13.8d, 46 pts)
31/03/2026 23:20:58 630.48 630.48 5.1 Valid Immediate GOOD
• Smoothing: Window [631.92, 630.48, 626.16] -> Median: 630.48
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 5.1 L/d (drain-slow, band 68.9L over 13.8d, 46 pts)
01/04/2026 05:21:17 626.16 630.48 5.1 Valid Immediate GOOD
• Smoothing: Window [630.48, 626.16, 624.72] -> Median: 626.16
• Stability Filter: Clamped minor wobble drop of 4.3L back to stable level. Future rebound returned near baseline in 0.5d after a short wobble.
• Usage Rate: 5.1 L/d (drain-slow, band 67.6L over 13.8d, 46 pts)
01/04/2026 11:21:36 624.72 630.48 5.2 Valid Immediate GOOD
• Smoothing: Window [626.16, 624.72, 630.48] -> Median: 626.16
• Stability Filter: Clamped minor wobble drop of 4.3L back to stable level. Future rebound returned near baseline in 0.3d after a short wobble.
• Usage Rate: 5.2 L/d (drain-slow, band 69.0L over 13.5d, 46 pts)
01/04/2026 17:21:54 630.48 630.48 6.0 Valid Immediate GOOD
• Smoothing: Window [624.72, 630.48, 630.48] -> Median: 630.48
• Stability Filter: No change in volume.
• Usage Rate: 6.0 L/d (drain-step, band 70.4L over 13.8d, 47 pts)
01/04/2026 23:22:13 630.48 630.48 5.2 Valid Immediate GOOD
• Smoothing: Window [630.48, 630.48, 627.60] -> Median: 630.48
• Stability Filter: No change in volume.
• Usage Rate: 5.2 L/d (drain-slow, band 68.5L over 13.8d, 47 pts)
02/04/2026 05:22:31 627.60 627.60 4.9 Valid Immediate GOOD
• Smoothing: Window [630.48, 627.60, 627.60] -> Median: 627.60
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 4.9 L/d (drain-step, band 67.7L over 13.3d, 47 pts)
02/04/2026 11:22:50 627.60 627.60 5.1 Valid Immediate GOOD
• Smoothing: Window [627.60, 627.60, 626.16] -> Median: 627.60
• Stability Filter: No change in volume.
• Usage Rate: 5.1 L/d (drain-step, band 67.7L over 13.5d, 48 pts)
02/04/2026 17:23:09 626.16 626.16 5.0 Valid Immediate GOOD
• Smoothing: Window [627.60, 626.16, 626.16] -> Median: 626.16
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 5.0 L/d (drain-slow, band 68.3L over 13.8d, 49 pts)
02/04/2026 23:23:27 626.16 626.16 5.0 Valid Immediate GOOD
• Smoothing: Window [626.16, 626.16, 624.72] -> Median: 626.16
• Stability Filter: No change in volume.
• Usage Rate: 5.0 L/d (drain-step, band 70.6L over 13.3d, 49 pts)
03/04/2026 05:23:46 624.72 626.16 5.3 Valid Immediate GOOD
• Smoothing: Window [626.16, 624.72, 626.16] -> Median: 626.16
• Stability Filter: No change in volume.
• Usage Rate: 5.3 L/d (drain-slow, band 70.7L over 13.5d, 50 pts)
03/04/2026 11:24:05 626.16 626.16 4.6 Valid Immediate GOOD
• Smoothing: Window [624.72, 626.16, 626.16] -> Median: 626.16
• Stability Filter: No change in volume.
• Usage Rate: 4.6 L/d (drain-step, band 72.0L over 13.8d, 51 pts)
03/04/2026 17:24:24 626.16 626.16 5.2 Valid Immediate GOOD
• Smoothing: Window [626.16, 626.16, 626.16] -> Median: 626.16
• Stability Filter: No change in volume.
• Usage Rate: 5.2 L/d (drain-slow, band 69.1L over 13.5d, 51 pts)
03/04/2026 23:24:42 626.16 626.16 5.1 Valid Immediate GOOD
• Smoothing: Window [626.16, 626.16, 624.72] -> Median: 626.16
• Stability Filter: No change in volume.
• Usage Rate: 5.1 L/d (drain-slow, band 68.8L over 13.8d, 52 pts)
04/04/2026 05:25:00 624.72 626.16 4.9 Valid Immediate GOOD
• Smoothing: Window [626.16, 624.72, 630.48] -> Median: 626.16
• Stability Filter: No change in volume.
• Usage Rate: 4.9 L/d (drain-slow, band 66.1L over 13.8d, 52 pts)
04/04/2026 11:25:19 630.48 626.16 4.8 Valid Immediate GOOD
• Smoothing: Window [624.72, 630.48, 621.84] -> Median: 624.72
• Stability Filter: Clamped minor wobble drop of 1.4L back to stable level. Future rebound returned near baseline in 1.0d after a short wobble.
• Usage Rate: 4.8 L/d (drain-slow, band 64.7L over 13.5d, 52 pts)
04/04/2026 17:25:38 621.84 626.16 4.7 Valid Immediate GOOD
• Smoothing: Window [630.48, 621.84, 623.28] -> Median: 623.28
• Stability Filter: Clamped minor wobble drop of 2.9L back to stable level. Future rebound returned near baseline in 0.8d after a short wobble.
• Usage Rate: 4.7 L/d (drain-slow, band 64.5L over 13.8d, 53 pts)
04/04/2026 23:25:56 623.28 626.16 4.6 Valid Immediate GOOD
• Smoothing: Window [621.84, 623.28, 624.72] -> Median: 623.28
• Stability Filter: Clamped minor wobble drop of 2.9L back to stable level. Future rebound returned near baseline in 0.5d after a short wobble.
• Usage Rate: 4.6 L/d (drain-slow, band 63.1L over 13.8d, 53 pts)
05/04/2026 05:26:15 624.72 626.16 2.9 Valid Immediate GOOD
• Smoothing: Window [623.28, 624.72, 626.16] -> Median: 624.72
• 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: 2.9 L/d (drain-step, band 62.8L over 13.5d, 53 pts)
05/04/2026 11:26:34 626.16 626.16 0.0 Valid Immediate GOOD
• Smoothing: Window [624.72, 626.16, 627.60] -> Median: 626.16
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 62.5L over 13.8d, 54 pts)
05/04/2026 17:26:52 627.60 626.16 0.0 Valid Immediate GOOD
• Smoothing: Window [626.16, 627.60, 624.72] -> Median: 626.16
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 61.5L over 13.8d, 54 pts)
05/04/2026 23:27:11 624.72 624.72 0.0 Valid Immediate GOOD
• Smoothing: Window [627.60, 624.72, 624.72] -> Median: 624.72
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 0.0 L/d (flat, band 61.1L over 13.8d, 54 pts)