Tank Readings Analysis

Offline Fixture Replay
Sample S055 for tank 480F59
Joe Energy Ltd · Rachel Blandford
Matches expected baseline
baseline
Sampling Class SEMI_SPARSE
Data Health 98.9%
Usage Rate (L/day) 3.3
Days Remaining 447
Weekly Consumption 30.3 L/week 12 reportable weeks / 14
Points Processed
Raw: 341
Deduped: 0

Pipeline Output (Litres)

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

Weekly Consumption Report

Average 30.3 L/week · Median 32.1 L/week · Coverage 86%
Sampling SEMI_SPARSE
Data Health 98.9%
Bars are shown only for weeks with enough clean coverage. Missing or unreliable weeks are left blank.

Detected Events

Time Type Delta (L)
Mar 10 17:32 TOPUP 983
Feb 20 11:12 LOW_LEVEL 639L (25%)

Pipeline Trace

[Pipeline] Starting Pipeline execution...
[StageIngestSnapshot] Loaded 341 snapshot readings.
[StageValidate] Validation complete. Invalidated: 0
[StageDedup] Removed 0 duplicates.
[StageGapAnalysis] Median Interval: 6.0h, Max Gap: 36.0h. Class: SEMI_SPARSE
[StageNoise] Applied smoothing to 341 points.
[StageNoise] Applied Monotonic + Stability Filter. Clamped 24 points.
[StageMetrics] Calculated per-point usage rates.
[StageMetrics] Set Global Usage Rate to LATEST: 3.27 L/day.
[StageMetrics] Health Score: 98.9% (Good: 328, Fair: 13, Poor: 0)
[StageVisuals] Generated series. Raw: 341, Smooth: 341
[Pipeline] Pipeline completed in 16.56ms

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 10:22 - 11 Jan 22:28 880.1 847.6 -32.5 32.5 21 5.5 12.0 OK None
2026-W03 12 Jan - 18 Jan 2026 12 Jan 04:28 - 18 Jan 22:35 847.6 812.5 -35.1 35.1 28 6.8 6.0 OK None
2026-W04 19 Jan - 25 Jan 2026 19 Jan 04:36 - 25 Jan 22:43 812.5 780.0 -32.5 32.5 28 6.8 6.0 OK None
2026-W05 26 Jan - 01 Feb 2026 26 Jan 04:44 - 01 Feb 22:51 782.6 735.0 -47.6 47.6 28 6.8 6.0 OK None
2026-W06 02 Feb - 08 Feb 2026 02 Feb 04:52 - 08 Feb 22:59 732.4 700.9 -31.5 31.5 28 6.8 6.0 OK None
2026-W07 09 Feb - 15 Feb 2026 09 Feb 04:59 - 15 Feb 23:07 700.9 665.1 -35.8 35.8 18 6.8 36.0 OK Warning: Internal Gap Warning
2026-W08 16 Feb - 22 Feb 2026 16 Feb 05:07 - 22 Feb 23:14 665.1 631.3 -33.8 33.8 26 6.8 12.0 OK None
2026-W09 23 Feb - 01 Mar 2026 23 Feb 05:14 - 01 Mar 23:22 631.3 609.8 -21.5 21.5 28 6.8 12.0 OK None
2026-W10 02 Mar - 08 Mar 2026 02 Mar 05:22 - 08 Mar 23:30 609.8 585.7 -24.1 24.1 28 6.8 6.0 OK None
2026-W11 09 Mar - 15 Mar 2026 09 Mar 05:31 - 15 Mar 23:39 585.7 1,531.9 946.2 0.0 28 6.8 12.0 INSUFFICIENT Issue: Event In Week
2026-W12 16 Mar - 22 Mar 2026 16 Mar 05:39 - 22 Mar 23:46 1,531.9 1,513.5 -18.4 18.4 27 6.8 12.0 OK None
2026-W13 23 Mar - 29 Mar 2026 23 Mar 05:46 - 29 Mar 23:54 1,513.5 1,481.7 -31.7 31.7 28 6.8 6.0 OK None
2026-W14 30 Mar - 05 Apr 2026 30 Mar 05:54 - 05 Apr 18:02 1,481.7 1,463.3 -18.4 18.4 24 6.5 12.0 OK None
2026-W15 06 Apr - 12 Apr 2026 06 Apr 00:02 - 06 Apr 00:02 1,463.3 1,463.3 0.0 0.0 1 0.0 0.0 INSUFFICIENT Issue: Too Few Readings, Insufficient Span, Early Week End

Detailed Reading Analysis

Timestamp Raw (L) Smooth (L) Rate (L/d) Status Decision Speed Health Analysis Log
06/01/2026 10:22:06 880.13 880.13 - Valid Immediate GOOD
• Smoothing: Window [880.13, 880.13, 882.43] -> Median: 880.13
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
06/01/2026 16:22:23 882.43 880.13 - Valid Immediate GOOD
• Smoothing: Window [880.13, 882.43, 877.57] -> Median: 880.13
• Stability Filter: No change in volume.
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
06/01/2026 22:22:39 877.57 877.57 - Valid Immediate GOOD
• Smoothing: Window [882.43, 877.57, 875.01] -> Median: 877.57
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
07/01/2026 10:23:11 875.01 875.01 - Valid Immediate GOOD
• Smoothing: Window [877.57, 875.01, 875.01] -> Median: 875.01
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
07/01/2026 16:23:28 875.01 875.01 - Valid Immediate GOOD
• Smoothing: Window [875.01, 875.01, 869.89] -> Median: 875.01
• Stability Filter: No change in volume.
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
07/01/2026 22:23:44 869.89 869.89 - Valid Immediate GOOD
• Smoothing: Window [875.01, 869.89, 867.58] -> Median: 869.89
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
08/01/2026 10:24:20 867.58 869.89 6.3 Valid Immediate GOOD
• Smoothing: Window [869.89, 867.58, 872.45] -> Median: 869.89
• Stability Filter: No change in volume.
• Usage Rate: 6.3 L/d (drain-slow, band 12.1L over 2.0d, 7 pts)
08/01/2026 16:24:37 872.45 867.58 5.1 Valid Immediate GOOD
• Smoothing: Window [867.58, 872.45, 867.58] -> Median: 867.58
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 5.1 L/d (drain-step, band 11.6L over 2.3d, 8 pts)
08/01/2026 22:24:53 867.58 867.58 0.0 Valid Immediate GOOD
• Smoothing: Window [872.45, 867.58, 865.02] -> Median: 867.58
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 13.0L over 2.5d, 9 pts)
09/01/2026 04:25:09 865.02 865.02 5.4 Valid Immediate GOOD
• Smoothing: Window [867.58, 865.02, 862.46] -> Median: 865.02
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 5.4 L/d (drain-slow, band 13.0L over 2.8d, 10 pts)
09/01/2026 10:25:25 862.46 865.02 5.8 Valid Immediate GOOD
• Smoothing: Window [865.02, 862.46, 865.02] -> Median: 865.02
• Stability Filter: No change in volume.
• Usage Rate: 5.8 L/d (drain-slow, band 15.1L over 3.0d, 11 pts)
09/01/2026 16:25:42 865.02 862.46 5.4 Valid Immediate GOOD
• Smoothing: Window [862.46, 865.02, 857.60] -> Median: 862.46
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 5.4 L/d (drain-slow, band 14.8L over 3.3d, 12 pts)
09/01/2026 22:25:58 857.60 857.60 5.0 Valid Immediate GOOD
• Smoothing: Window [865.02, 857.60, 855.04] -> Median: 857.60
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 5.0 L/d (drain-slow, band 16.6L over 3.5d, 13 pts)
10/01/2026 04:26:14 855.04 855.04 6.0 Valid Immediate GOOD
• Smoothing: Window [857.60, 855.04, 855.04] -> Median: 855.04
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 6.0 L/d (drain-slow, band 20.3L over 3.8d, 14 pts)
10/01/2026 10:26:31 855.04 855.04 6.3 Valid Immediate GOOD
• Smoothing: Window [855.04, 855.04, 852.48] -> Median: 855.04
• Stability Filter: No change in volume.
• Usage Rate: 6.3 L/d (drain-slow, band 23.0L over 4.0d, 15 pts)
10/01/2026 16:26:46 852.48 852.48 5.9 Valid Immediate GOOD
• Smoothing: Window [855.04, 852.48, 849.92] -> Median: 852.48
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 5.9 L/d (drain-slow, band 23.8L over 4.3d, 16 pts)
10/01/2026 22:27:02 849.92 849.92 6.1 Valid Immediate GOOD
• Smoothing: Window [852.48, 849.92, 849.92] -> Median: 849.92
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 6.1 L/d (drain-slow, band 24.6L over 4.5d, 17 pts)
11/01/2026 04:27:18 849.92 849.92 5.8 Valid Immediate GOOD
• Smoothing: Window [849.92, 849.92, 849.92] -> Median: 849.92
• Stability Filter: No change in volume.
• Usage Rate: 5.8 L/d (drain-slow, band 26.6L over 4.8d, 18 pts)
11/01/2026 10:27:34 849.92 849.92 5.8 Valid Immediate GOOD
• Smoothing: Window [849.92, 849.92, 847.62] -> Median: 849.92
• Stability Filter: No change in volume.
• Usage Rate: 5.8 L/d (drain-slow, band 28.2L over 5.0d, 19 pts)
11/01/2026 16:27:50 847.62 847.62 5.5 Valid Immediate GOOD
• Smoothing: Window [849.92, 847.62, 845.06] -> Median: 847.62
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 5.5 L/d (drain-slow, band 27.9L over 5.3d, 20 pts)
11/01/2026 22:28:06 845.06 847.62 5.5 Valid Immediate GOOD
• Smoothing: Window [847.62, 845.06, 847.62] -> Median: 847.62
• Stability Filter: No change in volume.
• Usage Rate: 5.5 L/d (drain-slow, band 27.6L over 5.5d, 21 pts)
12/01/2026 04:28:22 847.62 847.62 5.4 Valid Immediate GOOD
• Smoothing: Window [845.06, 847.62, 845.06] -> Median: 845.06
• Stability Filter: Median artifact detected. Rescued Raw Value (847.6L).
• Usage Rate: 5.4 L/d (drain-slow, band 29.5L over 5.8d, 22 pts)
12/01/2026 10:28:40 845.06 847.62 5.0 Valid Immediate GOOD
• Smoothing: Window [847.62, 845.06, 847.62] -> Median: 847.62
• Stability Filter: No change in volume.
• Usage Rate: 5.0 L/d (drain-slow, band 29.4L over 6.0d, 23 pts)
12/01/2026 16:28:55 847.62 845.06 4.8 Valid Immediate GOOD
• Smoothing: Window [845.06, 847.62, 839.94] -> Median: 845.06
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 4.8 L/d (drain-slow, band 29.2L over 6.3d, 24 pts)
12/01/2026 22:29:11 839.94 839.94 5.0 Valid Immediate GOOD
• Smoothing: Window [847.62, 839.94, 839.94] -> Median: 839.94
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 5.0 L/d (drain-slow, band 30.5L over 6.5d, 25 pts)
13/01/2026 04:29:27 839.94 839.94 4.8 Valid Immediate GOOD
• Smoothing: Window [839.94, 839.94, 842.50] -> Median: 839.94
• Stability Filter: No change in volume.
• Usage Rate: 4.8 L/d (drain-slow, band 31.2L over 6.8d, 26 pts)
13/01/2026 10:29:43 842.50 839.94 5.0 Valid Immediate GOOD
• Smoothing: Window [839.94, 842.50, 837.38] -> Median: 839.94
• Stability Filter: No change in volume.
• Usage Rate: 5.0 L/d (drain-slow, band 32.0L over 7.0d, 27 pts)
13/01/2026 16:30:00 837.38 837.38 4.8 Valid Immediate GOOD
• Smoothing: Window [842.50, 837.38, 835.07] -> Median: 837.38
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 4.8 L/d (drain-slow, band 34.0L over 7.3d, 28 pts)
13/01/2026 22:30:16 835.07 835.07 4.8 Valid Immediate GOOD
• Smoothing: Window [837.38, 835.07, 835.07] -> Median: 835.07
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 4.8 L/d (drain-slow, band 35.6L over 7.5d, 29 pts)
14/01/2026 04:30:32 835.07 835.07 4.9 Valid Immediate GOOD
• Smoothing: Window [835.07, 835.07, 839.94] -> Median: 835.07
• Stability Filter: No change in volume.
• Usage Rate: 4.9 L/d (drain-slow, band 35.6L over 7.8d, 30 pts)
14/01/2026 10:30:48 839.94 835.07 4.7 Valid Immediate GOOD
• Smoothing: Window [835.07, 839.94, 832.51] -> Median: 835.07
• Stability Filter: No change in volume.
• Usage Rate: 4.7 L/d (drain-slow, band 35.1L over 8.0d, 31 pts)
14/01/2026 16:31:05 832.51 832.51 4.9 Valid Immediate GOOD
• Smoothing: Window [839.94, 832.51, 827.39] -> Median: 832.51
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 4.9 L/d (drain-slow, band 37.4L over 8.3d, 32 pts)
14/01/2026 22:31:22 827.39 827.39 4.7 Valid Immediate GOOD
• Smoothing: Window [832.51, 827.39, 827.39] -> Median: 827.39
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 4.7 L/d (drain-slow, band 39.5L over 8.5d, 33 pts)
15/01/2026 04:31:39 827.39 827.39 5.9 Valid Immediate GOOD
• Smoothing: Window [827.39, 827.39, 827.39] -> Median: 827.39
• Stability Filter: No change in volume.
• Usage Rate: 5.9 L/d (drain-step, band 39.9L over 8.8d, 34 pts)
15/01/2026 10:31:57 827.39 827.39 4.7 Valid Immediate GOOD
• Smoothing: Window [827.39, 827.39, 835.07] -> Median: 827.39
• Stability Filter: No change in volume.
• Usage Rate: 4.7 L/d (drain-slow, band 41.5L over 9.0d, 35 pts)
15/01/2026 16:32:13 835.07 827.39 4.6 Valid Immediate GOOD
• Smoothing: Window [827.39, 835.07, 825.09] -> Median: 827.39
• Stability Filter: No change in volume.
• Usage Rate: 4.6 L/d (drain-slow, band 41.2L over 9.3d, 36 pts)
15/01/2026 22:32:30 825.09 825.09 5.0 Valid Immediate GOOD
• Smoothing: Window [835.07, 825.09, 817.41] -> Median: 825.09
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 5.0 L/d (drain-slow, band 44.5L over 9.5d, 37 pts)
16/01/2026 04:32:47 817.41 817.41 0.0 Valid Immediate GOOD
• Smoothing: Window [825.09, 817.41, 817.41] -> Median: 817.41
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 0.0 L/d (flat, band 47.6L over 9.8d, 38 pts)
16/01/2026 10:33:04 817.41 817.41 6.7 Valid Immediate GOOD
• Smoothing: Window [817.41, 817.41, 827.39] -> Median: 817.41
• Stability Filter: No change in volume.
• Usage Rate: 6.7 L/d (drain-step, band 47.6L over 10.0d, 39 pts)
16/01/2026 16:33:20 827.39 819.97 6.5 Valid Immediate GOOD
• Smoothing: Window [817.41, 827.39, 819.97] -> Median: 819.97
• Monotonic Logic: Accepted Small Sustained Top-up Rise of 2.6L. Future confirms sustain (>5.0 days).
• Usage Rate: 6.5 L/d (drain-step, band 47.6L over 10.3d, 40 pts)
16/01/2026 22:33:37 819.97 819.97 4.6 Valid Immediate GOOD
• Smoothing: Window [827.39, 819.97, 817.41] -> Median: 819.97
• Stability Filter: No change in volume.
• Usage Rate: 4.6 L/d (drain-slow, band 47.6L over 10.5d, 41 pts)
17/01/2026 04:33:54 817.41 817.41 4.9 Valid Immediate GOOD
• Smoothing: Window [819.97, 817.41, 812.54] -> Median: 817.41
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 4.9 L/d (drain-slow, band 49.4L over 10.8d, 42 pts)
17/01/2026 10:34:10 812.54 817.41 5.0 Valid Immediate GOOD
• Smoothing: Window [817.41, 812.54, 822.53] -> Median: 817.41
• Stability Filter: No change in volume.
• Usage Rate: 5.0 L/d (drain-slow, band 53.5L over 11.0d, 43 pts)
17/01/2026 16:34:26 822.53 815.10 4.9 Valid Immediate GOOD
• Smoothing: Window [812.54, 822.53, 815.10] -> Median: 815.10
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 4.9 L/d (drain-slow, band 53.5L over 11.3d, 44 pts)
17/01/2026 22:34:44 815.10 815.10 5.0 Valid Immediate GOOD
• Smoothing: Window [822.53, 815.10, 815.10] -> Median: 815.10
• Stability Filter: No change in volume.
• Usage Rate: 5.0 L/d (drain-slow, band 55.6L over 11.5d, 45 pts)
18/01/2026 04:35:00 815.10 815.10 4.9 Valid Immediate GOOD
• Smoothing: Window [815.10, 815.10, 812.54] -> Median: 815.10
• Stability Filter: No change in volume.
• Usage Rate: 4.9 L/d (drain-slow, band 56.3L over 11.8d, 46 pts)
18/01/2026 10:35:17 812.54 812.54 4.8 Valid Immediate GOOD
• Smoothing: Window [815.10, 812.54, 812.54] -> Median: 812.54
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 4.8 L/d (drain-slow, band 56.1L over 12.0d, 47 pts)
18/01/2026 16:35:34 812.54 812.54 4.7 Valid Immediate GOOD
• Smoothing: Window [812.54, 812.54, 805.12] -> Median: 812.54
• Stability Filter: No change in volume.
• Usage Rate: 4.7 L/d (drain-slow, band 56.5L over 12.3d, 48 pts)
18/01/2026 22:35:50 805.12 812.54 4.7 Valid Immediate GOOD
• Smoothing: Window [812.54, 805.12, 805.12] -> Median: 805.12
• Stability Filter: Clamped minor wobble drop of 7.4L back to stable level. Future rebound returned near baseline in 0.5d after a short wobble.
• Usage Rate: 4.7 L/d (drain-slow, band 57.9L over 12.5d, 49 pts)
19/01/2026 04:36:07 805.12 812.54 4.7 Valid Immediate GOOD
• Smoothing: Window [805.12, 805.12, 812.54] -> Median: 805.12
• Stability Filter: Clamped minor wobble drop of 7.4L back to stable level. Future rebound returned near baseline in 0.3d after a short wobble.
• Usage Rate: 4.7 L/d (drain-slow, band 57.9L over 12.8d, 50 pts)
19/01/2026 10:36:24 812.54 812.54 4.7 Valid Immediate GOOD
• Smoothing: Window [805.12, 812.54, 809.98] -> Median: 809.98
• Stability Filter: Median artifact detected. Rescued Raw Value (812.5L).
• Usage Rate: 4.7 L/d (drain-slow, band 59.9L over 13.0d, 51 pts)
19/01/2026 16:36:41 809.98 812.54 4.6 Valid Immediate GOOD
• Smoothing: Window [812.54, 809.98, 812.54] -> Median: 812.54
• Stability Filter: No change in volume.
• Usage Rate: 4.6 L/d (drain-slow, band 59.6L over 13.3d, 52 pts)
19/01/2026 22:36:57 812.54 809.98 4.4 Valid Immediate GOOD
• Smoothing: Window [809.98, 812.54, 805.12] -> Median: 809.98
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 4.4 L/d (drain-slow, band 59.4L over 13.5d, 53 pts)
20/01/2026 04:37:13 805.12 807.42 4.4 Valid Immediate GOOD
• Smoothing: Window [812.54, 805.12, 807.42] -> Median: 807.42
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 4.4 L/d (drain-slow, band 59.1L over 13.8d, 54 pts)
20/01/2026 10:37:29 807.42 805.12 4.2 Valid Immediate GOOD
• Smoothing: Window [805.12, 807.42, 802.56] -> Median: 805.12
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 4.2 L/d (drain-slow, band 56.7L over 13.8d, 54 pts)
20/01/2026 16:37:46 802.56 802.56 4.2 Valid Immediate GOOD
• Smoothing: Window [807.42, 802.56, 800.00] -> Median: 802.56
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 4.2 L/d (drain-slow, band 56.8L over 13.8d, 54 pts)
20/01/2026 22:38:03 800.00 802.56 4.5 Valid Immediate GOOD
• Smoothing: Window [802.56, 800.00, 805.12] -> Median: 802.56
• Stability Filter: No change in volume.
• Usage Rate: 4.5 L/d (drain-slow, band 58.6L over 13.5d, 54 pts)
21/01/2026 04:38:20 805.12 802.56 4.5 Valid Immediate GOOD
• Smoothing: Window [800.00, 805.12, 802.56] -> Median: 802.56
• Stability Filter: No change in volume.
• Usage Rate: 4.5 L/d (drain-slow, band 60.5L over 13.8d, 55 pts)
21/01/2026 10:38:36 802.56 802.56 4.7 Valid Immediate GOOD
• Smoothing: Window [805.12, 802.56, 802.56] -> Median: 802.56
• Stability Filter: No change in volume.
• Usage Rate: 4.7 L/d (drain-step, band 59.9L over 13.8d, 55 pts)
21/01/2026 16:38:52 802.56 802.56 4.4 Valid Immediate GOOD
• Smoothing: Window [802.56, 802.56, 794.88] -> Median: 802.56
• Stability Filter: No change in volume.
• Usage Rate: 4.4 L/d (drain-slow, band 58.9L over 13.8d, 55 pts)
21/01/2026 22:39:08 794.88 794.88 4.2 Valid Immediate GOOD
• Smoothing: Window [802.56, 794.88, 794.88] -> Median: 794.88
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 4.2 L/d (drain-slow, band 55.4L over 13.5d, 55 pts)
22/01/2026 04:39:25 794.88 794.88 4.4 Valid Immediate GOOD
• Smoothing: Window [794.88, 794.88, 794.88] -> Median: 794.88
• Stability Filter: No change in volume.
• Usage Rate: 4.4 L/d (drain-slow, band 56.2L over 13.8d, 56 pts)
22/01/2026 10:39:41 794.88 794.88 4.0 Valid Immediate GOOD
• Smoothing: Window [794.88, 794.88, 794.88] -> Median: 794.88
• Stability Filter: No change in volume.
• Usage Rate: 4.0 L/d (drain-slow, band 53.8L over 13.8d, 56 pts)
22/01/2026 16:39:58 794.88 794.88 4.6 Valid Immediate GOOD
• Smoothing: Window [794.88, 794.88, 792.58] -> Median: 794.88
• Stability Filter: No change in volume.
• Usage Rate: 4.6 L/d (drain-step, band 52.5L over 13.8d, 56 pts)
22/01/2026 22:40:15 792.58 792.58 4.0 Valid Immediate GOOD
• Smoothing: Window [794.88, 792.58, 792.58] -> Median: 792.58
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 4.0 L/d (drain-slow, band 52.5L over 13.8d, 56 pts)
23/01/2026 04:40:31 792.58 792.58 4.2 Valid Immediate GOOD
• Smoothing: Window [792.58, 792.58, 794.88] -> Median: 792.58
• Stability Filter: No change in volume.
• Usage Rate: 4.2 L/d (drain-slow, band 53.8L over 13.8d, 56 pts)
23/01/2026 10:40:47 794.88 792.58 4.6 Valid Immediate GOOD
• Smoothing: Window [792.58, 794.88, 790.02] -> Median: 792.58
• Stability Filter: No change in volume.
• Usage Rate: 4.6 L/d (drain-step, band 55.0L over 13.8d, 56 pts)
23/01/2026 16:41:07 790.02 790.02 4.3 Valid Immediate GOOD
• Smoothing: Window [794.88, 790.02, 787.46] -> Median: 790.02
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 4.3 L/d (drain-step, band 55.0L over 13.8d, 56 pts)
23/01/2026 22:41:42 787.46 790.02 4.0 Valid Immediate GOOD
• Smoothing: Window [790.02, 787.46, 790.02] -> Median: 790.02
• Stability Filter: No change in volume.
• Usage Rate: 4.0 L/d (drain-slow, band 53.9L over 13.8d, 56 pts)
24/01/2026 04:41:59 790.02 787.46 3.9 Valid Immediate GOOD
• Smoothing: Window [787.46, 790.02, 787.46] -> Median: 787.46
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 3.9 L/d (drain-step, band 52.7L over 13.8d, 56 pts)
24/01/2026 10:42:16 787.46 787.46 4.0 Valid Immediate GOOD
• Smoothing: Window [790.02, 787.46, 780.03] -> Median: 787.46
• Stability Filter: No change in volume.
• Usage Rate: 4.0 L/d (drain-slow, band 53.9L over 13.8d, 56 pts)
24/01/2026 16:42:34 780.03 780.03 4.0 Valid Immediate GOOD
• Smoothing: Window [787.46, 780.03, 777.47] -> Median: 780.03
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 4.0 L/d (drain-slow, band 53.8L over 13.8d, 56 pts)
24/01/2026 22:42:51 777.47 780.03 4.0 Valid Immediate GOOD
• Smoothing: Window [780.03, 777.47, 780.03] -> Median: 780.03
• Stability Filter: No change in volume.
• Usage Rate: 4.0 L/d (drain-slow, band 53.8L over 13.8d, 56 pts)
25/01/2026 04:43:09 780.03 780.03 4.0 Valid Immediate GOOD
• Smoothing: Window [777.47, 780.03, 790.02] -> Median: 780.03
• Stability Filter: No change in volume.
• Usage Rate: 4.0 L/d (drain-slow, band 53.8L over 13.8d, 56 pts)
25/01/2026 10:43:25 790.02 780.03 3.8 Valid Immediate FAIR
• Smoothing: Window [780.03, 790.02, 780.03] -> Median: 780.03
• Stability Filter: No change in volume.
• Usage Rate: 3.8 L/d (drain-slow, band 51.2L over 13.8d, 56 pts)
25/01/2026 16:43:41 780.03 780.03 3.8 Valid Immediate GOOD
• Smoothing: Window [790.02, 780.03, 774.91] -> Median: 780.03
• Stability Filter: No change in volume.
• Usage Rate: 3.8 L/d (drain-slow, band 51.2L over 13.8d, 56 pts)
25/01/2026 22:43:57 774.91 780.03 0.0 Valid Immediate GOOD
• Smoothing: Window [780.03, 774.91, 782.59] -> Median: 780.03
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 52.5L over 13.8d, 56 pts)
26/01/2026 04:44:13 782.59 782.59 4.2 Valid Immediate GOOD
• Smoothing: Window [774.91, 782.59, 772.61] -> Median: 774.91
• Stability Filter: Median artifact detected. Rescued Raw Value (782.6L).
• Usage Rate: 4.2 L/d (drain-slow, band 53.6L over 13.8d, 56 pts)
26/01/2026 10:44:31 772.61 777.47 4.2 Valid Immediate GOOD
• Smoothing: Window [782.59, 772.61, 777.47] -> Median: 777.47
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 4.2 L/d (drain-slow, band 54.9L over 13.8d, 56 pts)
26/01/2026 16:44:48 777.47 772.61 4.6 Valid Immediate GOOD
• Smoothing: Window [772.61, 777.47, 772.61] -> Median: 772.61
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 4.6 L/d (drain-step, band 55.0L over 13.8d, 56 pts)
26/01/2026 22:45:05 772.61 772.61 5.0 Valid Immediate GOOD
• Smoothing: Window [777.47, 772.61, 772.61] -> Median: 772.61
• Stability Filter: No change in volume.
• Usage Rate: 5.0 L/d (drain-step, band 55.0L over 13.8d, 56 pts)
27/01/2026 04:45:23 772.61 772.61 4.2 Valid Immediate GOOD
• Smoothing: Window [772.61, 772.61, 764.93] -> Median: 772.61
• Stability Filter: No change in volume.
• Usage Rate: 4.2 L/d (drain-slow, band 55.0L over 13.8d, 56 pts)
27/01/2026 10:45:40 764.93 772.61 4.0 Valid Immediate FAIR
• Smoothing: Window [772.61, 764.93, 772.61] -> Median: 772.61
• Stability Filter: No change in volume.
• Usage Rate: 4.0 L/d (drain-slow, band 52.5L over 13.8d, 56 pts)
27/01/2026 16:45:56 772.61 770.05 3.8 Valid Immediate GOOD
• Smoothing: Window [764.93, 772.61, 770.05] -> Median: 770.05
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 3.8 L/d (drain-slow, band 51.2L over 13.8d, 56 pts)
27/01/2026 22:46:12 770.05 770.05 4.0 Valid Immediate GOOD
• Smoothing: Window [772.61, 770.05, 767.49] -> Median: 770.05
• Stability Filter: No change in volume.
• Usage Rate: 4.0 L/d (drain-slow, band 53.6L over 13.8d, 56 pts)
28/01/2026 04:46:28 767.49 767.49 4.6 Valid Immediate GOOD
• Smoothing: Window [770.05, 767.49, 754.94] -> Median: 767.49
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 4.6 L/d (drain-step, band 54.8L over 13.8d, 56 pts)
28/01/2026 10:46:44 754.94 764.93 4.0 Valid Immediate FAIR
• Smoothing: Window [767.49, 754.94, 764.93] -> Median: 764.93
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 4.0 L/d (drain-slow, band 53.6L over 13.8d, 56 pts)
28/01/2026 16:47:00 764.93 764.93 3.8 Valid Immediate GOOD
• Smoothing: Window [754.94, 764.93, 760.06] -> Median: 760.06
• Stability Filter: Median artifact detected. Rescued Raw Value (764.9L).
• Usage Rate: 3.8 L/d (drain-slow, band 51.2L over 13.8d, 56 pts)
28/01/2026 22:47:16 760.06 762.62 3.8 Valid Immediate GOOD
• Smoothing: Window [764.93, 760.06, 762.62] -> Median: 762.62
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 3.8 L/d (drain-slow, band 49.9L over 13.8d, 56 pts)
29/01/2026 04:47:33 762.62 760.06 3.8 Valid Immediate GOOD
• Smoothing: Window [760.06, 762.62, 754.94] -> Median: 760.06
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 3.8 L/d (drain-slow, band 49.9L over 13.8d, 56 pts)
29/01/2026 10:47:50 754.94 760.06 3.8 Valid Immediate GOOD
• Smoothing: Window [762.62, 754.94, 760.06] -> Median: 760.06
• Stability Filter: No change in volume.
• Usage Rate: 3.8 L/d (drain-slow, band 51.2L over 13.8d, 56 pts)
29/01/2026 16:48:06 760.06 760.06 5.0 Valid Immediate GOOD
• Smoothing: Window [754.94, 760.06, 750.08] -> Median: 754.94
• Stability Filter: Median artifact detected. Rescued Raw Value (760.1L).
• Usage Rate: 5.0 L/d (drain-step, band 52.5L over 13.8d, 56 pts)
29/01/2026 22:48:22 750.08 760.06 4.0 Valid Immediate FAIR
• Smoothing: Window [760.06, 750.08, 754.94] -> Median: 754.94
• Stability Filter: Clamped minor wobble drop of 5.1L back to stable level. Future rebound returned near baseline in 0.5d after a short wobble.
• Usage Rate: 4.0 L/d (drain-slow, band 52.5L over 13.8d, 56 pts)
30/01/2026 04:48:39 754.94 760.06 4.0 Valid Immediate GOOD
• Smoothing: Window [750.08, 754.94, 757.50] -> Median: 754.94
• Stability Filter: Clamped minor wobble drop of 5.1L back to stable level. Future rebound returned near baseline in 0.3d after a short wobble.
• Usage Rate: 4.0 L/d (drain-slow, band 53.8L over 13.8d, 56 pts)
30/01/2026 10:48:56 757.50 757.50 4.0 Valid Immediate GOOD
• Smoothing: Window [754.94, 757.50, 757.50] -> Median: 757.50
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 4.0 L/d (drain-slow, band 53.8L over 13.8d, 56 pts)
30/01/2026 16:49:14 757.50 757.50 4.0 Valid Immediate GOOD
• Smoothing: Window [757.50, 757.50, 742.40] -> Median: 757.50
• Stability Filter: No change in volume.
• Usage Rate: 4.0 L/d (drain-slow, band 53.8L over 13.8d, 56 pts)
30/01/2026 22:49:31 742.40 747.52 4.6 Valid Immediate GOOD
• Smoothing: Window [757.50, 742.40, 747.52] -> Median: 747.52
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 4.6 L/d (drain-step, band 55.0L over 13.8d, 56 pts)
31/01/2026 04:49:47 747.52 744.96 6.1 Valid Immediate GOOD
• Smoothing: Window [742.40, 747.52, 744.96] -> Median: 744.96
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 6.1 L/d (drain-step, band 56.3L over 13.8d, 56 pts)
31/01/2026 10:50:12 744.96 744.96 6.4 Valid Immediate GOOD
• Smoothing: Window [747.52, 744.96, 737.54] -> Median: 744.96
• Stability Filter: No change in volume.
• Usage Rate: 6.4 L/d (drain-step, band 57.6L over 13.8d, 56 pts)
31/01/2026 16:50:28 737.54 744.96 4.2 Valid Immediate FAIR
• Smoothing: Window [744.96, 737.54, 747.52] -> Median: 744.96
• Stability Filter: No change in volume.
• Usage Rate: 4.2 L/d (drain-slow, band 56.3L over 13.8d, 56 pts)
31/01/2026 22:50:45 747.52 742.40 4.4 Valid Immediate GOOD
• Smoothing: Window [737.54, 747.52, 742.40] -> Median: 742.40
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 4.4 L/d (drain-slow, band 56.2L over 13.8d, 56 pts)
01/02/2026 04:51:01 742.40 742.40 4.4 Valid Immediate GOOD
• Smoothing: Window [747.52, 742.40, 740.10] -> Median: 742.40
• Stability Filter: No change in volume.
• Usage Rate: 4.4 L/d (drain-slow, band 57.5L over 13.8d, 56 pts)
01/02/2026 10:51:17 740.10 740.10 5.4 Valid Immediate GOOD
• Smoothing: Window [742.40, 740.10, 734.98] -> Median: 740.10
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 5.4 L/d (drain-step, band 57.6L over 13.8d, 56 pts)
01/02/2026 16:51:33 734.98 734.98 4.4 Valid Immediate GOOD
• Smoothing: Window [740.10, 734.98, 732.42] -> Median: 734.98
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 4.4 L/d (drain-slow, band 58.9L over 13.8d, 56 pts)
01/02/2026 22:51:49 732.42 734.98 4.6 Valid Immediate GOOD
• Smoothing: Window [734.98, 732.42, 737.54] -> Median: 734.98
• Stability Filter: No change in volume.
• Usage Rate: 4.6 L/d (drain-slow, band 61.4L over 13.8d, 56 pts)
02/02/2026 04:52:05 737.54 732.42 4.6 Valid Immediate GOOD
• Smoothing: Window [732.42, 737.54, 724.99] -> Median: 732.42
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 4.6 L/d (drain-slow, band 61.4L over 13.8d, 56 pts)
02/02/2026 10:52:22 724.99 730.11 4.5 Valid Immediate GOOD
• Smoothing: Window [737.54, 724.99, 730.11] -> Median: 730.11
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 4.5 L/d (drain-slow, band 61.3L over 13.8d, 56 pts)
02/02/2026 16:52:38 730.11 730.11 4.7 Valid Immediate GOOD
• Smoothing: Window [724.99, 730.11, 734.98] -> Median: 730.11
• Stability Filter: No change in volume.
• Usage Rate: 4.7 L/d (drain-slow, band 63.7L over 13.8d, 56 pts)
02/02/2026 22:52:55 734.98 730.11 4.7 Valid Immediate GOOD
• Smoothing: Window [730.11, 734.98, 722.69] -> Median: 730.11
• Stability Filter: No change in volume.
• Usage Rate: 4.7 L/d (drain-slow, band 63.7L over 13.8d, 56 pts)
03/02/2026 04:53:11 722.69 722.69 4.7 Valid Immediate GOOD
• Smoothing: Window [734.98, 722.69, 722.69] -> Median: 722.69
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 4.7 L/d (drain-slow, band 61.2L over 13.8d, 56 pts)
03/02/2026 10:53:27 722.69 722.69 7.1 Valid Immediate GOOD
• Smoothing: Window [722.69, 722.69, 727.55] -> Median: 722.69
• Stability Filter: No change in volume.
• Usage Rate: 7.1 L/d (drain-step, band 59.9L over 13.8d, 56 pts)
03/02/2026 16:53:44 727.55 722.69 4.5 Valid Immediate GOOD
• Smoothing: Window [722.69, 727.55, 717.82] -> Median: 722.69
• Stability Filter: No change in volume.
• Usage Rate: 4.5 L/d (drain-slow, band 61.2L over 13.8d, 56 pts)
03/02/2026 22:54:01 717.82 722.69 4.7 Valid Immediate GOOD
• Smoothing: Window [727.55, 717.82, 722.69] -> Median: 722.69
• Stability Filter: No change in volume.
• Usage Rate: 4.7 L/d (drain-slow, band 63.6L over 13.8d, 56 pts)
04/02/2026 04:54:17 722.69 717.82 4.9 Valid Immediate GOOD
• Smoothing: Window [717.82, 722.69, 717.82] -> Median: 717.82
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 4.9 L/d (drain-slow, band 66.0L over 13.8d, 56 pts)
04/02/2026 10:54:33 717.82 720.13 5.1 Valid Immediate GOOD
• Smoothing: Window [722.69, 717.82, 720.13] -> Median: 720.13
• Monotonic Logic: Accepted Small Sustained Top-up Rise of 2.3L. Future confirms sustain (>5.0 days).
• Usage Rate: 5.1 L/d (drain-slow, band 67.5L over 13.8d, 56 pts)
04/02/2026 16:54:49 720.13 717.82 5.1 Valid Immediate GOOD
• Smoothing: Window [717.82, 720.13, 715.52] -> Median: 717.82
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 5.1 L/d (drain-slow, band 68.7L over 13.8d, 56 pts)
04/02/2026 22:55:04 715.52 717.82 5.1 Valid Immediate GOOD
• Smoothing: Window [720.13, 715.52, 717.82] -> Median: 717.82
• Stability Filter: No change in volume.
• Usage Rate: 5.1 L/d (drain-slow, band 68.6L over 13.8d, 56 pts)
05/02/2026 04:55:21 717.82 715.52 6.0 Valid Immediate GOOD
• Smoothing: Window [715.52, 717.82, 712.96] -> Median: 715.52
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 6.0 L/d (drain-step, band 67.3L over 13.8d, 56 pts)
05/02/2026 10:55:38 712.96 715.52 5.1 Valid Immediate GOOD
• Smoothing: Window [717.82, 712.96, 710.66] -> Median: 712.96
• Stability Filter: Clamped minor wobble drop of 2.6L back to stable level. Future rebound returned near baseline in 1.0d after a short wobble.
• Usage Rate: 5.1 L/d (drain-slow, band 68.6L over 13.8d, 56 pts)
05/02/2026 16:55:55 710.66 715.52 5.2 Valid Immediate GOOD
• Smoothing: Window [712.96, 710.66, 712.96] -> Median: 712.96
• Stability Filter: Clamped minor wobble drop of 2.6L back to stable level. Future rebound returned near baseline in 0.8d after a short wobble.
• Usage Rate: 5.2 L/d (drain-slow, band 69.8L over 13.8d, 56 pts)
05/02/2026 22:56:11 712.96 715.52 6.4 Valid Immediate GOOD
• Smoothing: Window [710.66, 712.96, 712.96] -> Median: 712.96
• Stability Filter: Clamped minor wobble drop of 2.6L back to stable level. Future rebound returned near baseline in 0.5d after a short wobble.
• Usage Rate: 6.4 L/d (drain-step, band 69.6L over 13.8d, 56 pts)
06/02/2026 04:56:26 712.96 715.52 5.1 Valid Immediate GOOD
• Smoothing: Window [712.96, 712.96, 715.52] -> Median: 712.96
• Stability Filter: Clamped minor wobble drop of 2.6L back to stable level. Future rebound returned near baseline in 0.3d after a short wobble.
• Usage Rate: 5.1 L/d (drain-slow, band 67.2L over 13.8d, 56 pts)
06/02/2026 10:56:43 715.52 715.52 4.9 Valid Immediate GOOD
• Smoothing: Window [712.96, 715.52, 717.82] -> Median: 715.52
• Stability Filter: No change in volume.
• Usage Rate: 4.9 L/d (drain-slow, band 64.6L over 13.8d, 56 pts)
06/02/2026 16:57:00 717.82 715.52 4.7 Valid Immediate GOOD
• Smoothing: Window [715.52, 717.82, 703.49] -> Median: 715.52
• Stability Filter: No change in volume.
• Usage Rate: 4.7 L/d (drain-slow, band 63.4L over 13.8d, 56 pts)
06/02/2026 22:57:16 703.49 708.10 0.0 Valid Immediate GOOD
• Smoothing: Window [717.82, 703.49, 708.10] -> Median: 708.10
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 0.0 L/d (flat, band 64.5L over 13.8d, 56 pts)
07/02/2026 04:57:32 708.10 708.10 4.9 Valid Immediate GOOD
• Smoothing: Window [703.49, 708.10, 705.79] -> Median: 705.79
• Stability Filter: Median artifact detected. Rescued Raw Value (708.1L).
• Usage Rate: 4.9 L/d (drain-slow, band 64.5L over 13.8d, 56 pts)
07/02/2026 10:57:48 705.79 708.10 6.0 Valid Immediate GOOD
• Smoothing: Window [708.10, 705.79, 712.96] -> Median: 708.10
• Stability Filter: No change in volume.
• Usage Rate: 6.0 L/d (drain-step, band 64.5L over 13.8d, 56 pts)
07/02/2026 16:58:04 712.96 705.79 4.7 Valid Immediate FAIR
• Smoothing: Window [705.79, 712.96, 705.79] -> Median: 705.79
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 4.7 L/d (drain-slow, band 63.2L over 13.8d, 56 pts)
07/02/2026 22:58:20 705.79 705.79 4.5 Valid Immediate GOOD
• Smoothing: Window [712.96, 705.79, 703.49] -> Median: 705.79
• Stability Filter: No change in volume.
• Usage Rate: 4.5 L/d (drain-slow, band 60.8L over 13.8d, 56 pts)
08/02/2026 04:58:36 703.49 705.79 4.5 Valid Immediate GOOD
• Smoothing: Window [705.79, 703.49, 705.79] -> Median: 705.79
• Stability Filter: No change in volume.
• Usage Rate: 4.5 L/d (drain-slow, band 60.8L over 13.8d, 56 pts)
08/02/2026 10:58:52 705.79 703.49 4.7 Valid Immediate GOOD
• Smoothing: Window [703.49, 705.79, 698.62] -> Median: 703.49
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 4.7 L/d (drain-slow, band 63.2L over 13.8d, 56 pts)
08/02/2026 16:59:08 698.62 700.93 4.9 Valid Immediate GOOD
• Smoothing: Window [705.79, 698.62, 700.93] -> Median: 700.93
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 4.9 L/d (drain-slow, band 65.7L over 13.8d, 56 pts)
08/02/2026 22:59:23 700.93 700.93 4.9 Valid Immediate GOOD
• Smoothing: Window [698.62, 700.93, 700.93] -> Median: 700.93
• Stability Filter: No change in volume.
• Usage Rate: 4.9 L/d (drain-slow, band 65.5L over 13.8d, 56 pts)
09/02/2026 04:59:39 700.93 700.93 4.7 Valid Immediate GOOD
• Smoothing: Window [700.93, 700.93, 700.93] -> Median: 700.93
• Stability Filter: No change in volume.
• Usage Rate: 4.7 L/d (drain-slow, band 63.0L over 13.8d, 56 pts)
09/02/2026 10:59:55 700.93 700.93 4.7 Valid Immediate GOOD
• Smoothing: Window [700.93, 700.93, 693.76] -> Median: 700.93
• Stability Filter: No change in volume.
• Usage Rate: 4.7 L/d (drain-slow, band 61.6L over 13.8d, 56 pts)
10/02/2026 23:01:39 693.76 693.76 4.1 Valid Immediate GOOD
• Smoothing: Window [700.93, 693.76, 691.46] -> Median: 693.76
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 4.1 L/d (drain-slow, band 54.0L over 13.8d, 51 pts)
11/02/2026 05:01:55 691.46 691.46 3.9 Valid Immediate GOOD
• Smoothing: Window [693.76, 691.46, 688.90] -> Median: 691.46
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 3.9 L/d (drain-step, band 56.6L over 13.8d, 51 pts)
11/02/2026 11:02:13 688.90 691.46 4.1 Valid Immediate GOOD
• Smoothing: Window [691.46, 688.90, 691.46] -> Median: 691.46
• Stability Filter: No change in volume.
• Usage Rate: 4.1 L/d (drain-step, band 56.6L over 13.8d, 51 pts)
11/02/2026 17:02:30 691.46 691.46 4.1 Valid Immediate GOOD
• Smoothing: Window [688.90, 691.46, 691.46] -> Median: 691.46
• Stability Filter: No change in volume.
• Usage Rate: 4.1 L/d (drain-slow, band 54.0L over 13.8d, 51 pts)
11/02/2026 23:02:48 691.46 691.46 4.3 Valid Immediate GOOD
• Smoothing: Window [691.46, 691.46, 688.90] -> Median: 691.46
• Stability Filter: No change in volume.
• Usage Rate: 4.3 L/d (drain-slow, band 56.3L over 13.8d, 51 pts)
12/02/2026 05:03:04 688.90 688.90 4.4 Valid Immediate GOOD
• Smoothing: Window [691.46, 688.90, 686.59] -> Median: 688.90
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 4.4 L/d (drain-slow, band 56.3L over 13.8d, 51 pts)
12/02/2026 17:03:36 686.59 688.90 3.9 Valid Immediate GOOD
• Smoothing: Window [688.90, 686.59, 688.90] -> Median: 688.90
• Stability Filter: No change in volume.
• Usage Rate: 3.9 L/d (drain-step, band 56.1L over 13.8d, 50 pts)
12/02/2026 23:03:52 688.90 688.90 4.0 Valid Immediate GOOD
• Smoothing: Window [686.59, 688.90, 693.76] -> Median: 688.90
• Stability Filter: No change in volume.
• Usage Rate: 4.0 L/d (drain-slow, band 53.8L over 13.8d, 50 pts)
13/02/2026 05:04:07 693.76 688.90 3.8 Valid Immediate GOOD
• Smoothing: Window [688.90, 693.76, 679.42] -> Median: 688.90
• Stability Filter: No change in volume.
• Usage Rate: 3.8 L/d (drain-slow, band 51.2L over 13.8d, 50 pts)
13/02/2026 23:04:54 679.42 679.42 3.5 Valid Immediate GOOD
• Smoothing: Window [693.76, 679.42, 679.42] -> Median: 679.42
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 3.5 L/d (drain-slow, band 47.6L over 13.8d, 48 pts)
14/02/2026 05:05:10 679.42 679.42 0.0 Valid Immediate GOOD
• Smoothing: Window [679.42, 679.42, 672.26] -> Median: 679.42
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 48.6L over 13.8d, 48 pts)
14/02/2026 17:05:41 672.26 674.56 4.3 Valid Immediate GOOD
• Smoothing: Window [679.42, 672.26, 674.56] -> Median: 674.56
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 4.3 L/d (drain-step, band 46.1L over 13.8d, 47 pts)
14/02/2026 23:05:57 674.56 672.26 3.5 Valid Immediate GOOD
• Smoothing: Window [672.26, 674.56, 669.70] -> Median: 672.26
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 3.5 L/d (drain-slow, band 45.5L over 13.8d, 47 pts)
15/02/2026 11:06:34 669.70 669.70 3.7 Valid Immediate GOOD
• Smoothing: Window [674.56, 669.70, 667.39] -> Median: 669.70
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 3.7 L/d (drain-slow, band 45.8L over 13.8d, 46 pts)
15/02/2026 17:06:50 667.39 667.39 3.5 Valid Immediate GOOD
• Smoothing: Window [669.70, 667.39, 665.09] -> Median: 667.39
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 3.5 L/d (drain-slow, band 46.8L over 13.8d, 46 pts)
15/02/2026 23:07:06 665.09 665.09 3.7 Valid Immediate GOOD
• Smoothing: Window [667.39, 665.09, 665.09] -> Median: 665.09
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 3.7 L/d (drain-slow, band 46.8L over 13.8d, 46 pts)
16/02/2026 05:07:23 665.09 665.09 3.7 Valid Immediate GOOD
• Smoothing: Window [665.09, 665.09, 662.53] -> Median: 665.09
• Stability Filter: No change in volume.
• Usage Rate: 3.7 L/d (drain-slow, band 49.3L over 13.8d, 46 pts)
16/02/2026 17:07:55 662.53 665.09 3.9 Valid Immediate GOOD
• Smoothing: Window [665.09, 662.53, 667.39] -> Median: 665.09
• Stability Filter: No change in volume.
• Usage Rate: 3.9 L/d (drain-slow, band 50.9L over 13.8d, 45 pts)
16/02/2026 23:08:11 667.39 662.53 3.8 Valid Immediate GOOD
• Smoothing: Window [662.53, 667.39, 660.22] -> Median: 662.53
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 3.8 L/d (drain-slow, band 50.9L over 13.8d, 45 pts)
17/02/2026 05:08:28 660.22 660.22 4.7 Valid Immediate GOOD
• Smoothing: Window [667.39, 660.22, 653.06] -> Median: 660.22
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 4.7 L/d (drain-step, band 50.4L over 13.8d, 45 pts)
17/02/2026 11:08:44 653.06 655.36 3.8 Valid Immediate GOOD
• Smoothing: Window [660.22, 653.06, 655.36] -> Median: 655.36
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 3.8 L/d (drain-slow, band 51.8L over 13.8d, 45 pts)
17/02/2026 17:09:01 655.36 655.36 5.4 Valid Immediate GOOD
• Smoothing: Window [653.06, 655.36, 657.92] -> Median: 655.36
• Stability Filter: No change in volume.
• Usage Rate: 5.4 L/d (drain-step, band 52.7L over 13.8d, 45 pts)
17/02/2026 23:09:18 657.92 655.36 5.3 Valid Immediate GOOD
• Smoothing: Window [655.36, 657.92, 655.36] -> Median: 655.36
• Stability Filter: No change in volume.
• Usage Rate: 5.3 L/d (drain-step, band 53.4L over 13.8d, 45 pts)
18/02/2026 05:09:34 655.36 655.36 4.0 Valid Immediate GOOD
• Smoothing: Window [657.92, 655.36, 653.06] -> Median: 655.36
• Stability Filter: No change in volume.
• Usage Rate: 4.0 L/d (drain-slow, band 54.4L over 13.8d, 45 pts)
18/02/2026 11:09:50 653.06 655.36 4.2 Valid Immediate GOOD
• Smoothing: Window [655.36, 653.06, 657.92] -> Median: 655.36
• Stability Filter: No change in volume.
• Usage Rate: 4.2 L/d (drain-slow, band 55.7L over 13.8d, 45 pts)
18/02/2026 17:10:07 657.92 655.36 5.2 Valid Immediate GOOD
• Smoothing: Window [653.06, 657.92, 655.36] -> Median: 655.36
• Stability Filter: No change in volume.
• Usage Rate: 5.2 L/d (drain-step, band 55.0L over 13.8d, 45 pts)
18/02/2026 23:10:23 655.36 655.36 4.2 Valid Immediate GOOD
• Smoothing: Window [657.92, 655.36, 648.19] -> Median: 655.36
• Stability Filter: No change in volume.
• Usage Rate: 4.2 L/d (drain-slow, band 56.6L over 13.8d, 45 pts)
19/02/2026 05:10:39 648.19 648.19 5.1 Valid Immediate GOOD
• Smoothing: Window [655.36, 648.19, 648.19] -> Median: 648.19
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 5.1 L/d (drain-step, band 57.6L over 13.8d, 45 pts)
19/02/2026 11:10:55 648.19 648.19 4.2 Valid Immediate GOOD
• Smoothing: Window [648.19, 648.19, 645.89] -> Median: 648.19
• Stability Filter: No change in volume.
• Usage Rate: 4.2 L/d (drain-slow, band 56.7L over 13.8d, 45 pts)
19/02/2026 17:11:11 645.89 645.89 4.2 Valid Immediate GOOD
• Smoothing: Window [648.19, 645.89, 645.89] -> Median: 645.89
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 4.2 L/d (drain-slow, band 57.0L over 13.8d, 45 pts)
19/02/2026 23:11:27 645.89 645.89 4.0 Valid Immediate GOOD
• Smoothing: Window [645.89, 645.89, 643.33] -> Median: 645.89
• Stability Filter: No change in volume.
• Usage Rate: 4.0 L/d (drain-slow, band 54.1L over 13.8d, 45 pts)
20/02/2026 05:11:43 643.33 643.33 4.2 Valid Immediate GOOD
• Smoothing: Window [645.89, 643.33, 638.72] -> Median: 643.33
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 4.2 L/d (drain-slow, band 55.7L over 13.8d, 45 pts)
20/02/2026 11:12:00 638.72 638.72 6.0 Threshold Alert Immediate GOOD
• Smoothing: Window [643.33, 638.72, 638.72] -> Median: 638.72
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Event: Tank Level below 25% (638.72L < 640L).
• Usage Rate: 6.0 L/d (drain-step, band 57.6L over 13.8d, 45 pts)
20/02/2026 23:12:33 638.72 638.72 4.4 Valid Immediate GOOD
• Smoothing: Window [638.72, 638.72, 643.33] -> Median: 638.72
• Stability Filter: No change in volume.
• Usage Rate: 4.4 L/d (drain-slow, band 58.5L over 13.8d, 44 pts)
21/02/2026 05:12:49 643.33 638.72 4.2 Valid Immediate GOOD
• Smoothing: Window [638.72, 643.33, 633.86] -> Median: 638.72
• Stability Filter: No change in volume.
• Usage Rate: 4.2 L/d (drain-slow, band 56.8L over 13.8d, 44 pts)
21/02/2026 11:13:05 633.86 638.72 4.2 Valid Immediate GOOD
• Smoothing: Window [643.33, 633.86, 638.72] -> Median: 638.72
• Stability Filter: No change in volume.
• Usage Rate: 4.2 L/d (drain-slow, band 56.8L over 13.8d, 44 pts)
21/02/2026 17:13:22 638.72 636.16 5.2 Valid Immediate GOOD
• Smoothing: Window [633.86, 638.72, 636.16] -> Median: 636.16
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 5.2 L/d (drain-step, band 57.6L over 13.8d, 44 pts)
21/02/2026 23:13:39 636.16 636.16 4.5 Valid Immediate GOOD
• Smoothing: Window [638.72, 636.16, 636.16] -> Median: 636.16
• Stability Filter: No change in volume.
• Usage Rate: 4.5 L/d (drain-slow, band 60.1L over 13.8d, 44 pts)
22/02/2026 05:13:55 636.16 636.16 4.4 Valid Immediate GOOD
• Smoothing: Window [636.16, 636.16, 626.69] -> Median: 636.16
• Stability Filter: No change in volume.
• Usage Rate: 4.4 L/d (drain-slow, band 58.4L over 13.8d, 44 pts)
22/02/2026 11:14:11 626.69 631.30 4.8 Valid Immediate GOOD
• Smoothing: Window [636.16, 626.69, 631.30] -> Median: 631.30
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 4.8 L/d (drain-step, band 55.0L over 13.8d, 44 pts)
22/02/2026 17:14:27 631.30 631.30 5.9 Valid Immediate GOOD
• Smoothing: Window [626.69, 631.30, 628.99] -> Median: 628.99
• Stability Filter: Median artifact detected. Rescued Raw Value (631.3L).
• Usage Rate: 5.9 L/d (drain-step, band 56.1L over 13.8d, 44 pts)
22/02/2026 23:14:42 628.99 631.30 5.8 Valid Immediate GOOD
• Smoothing: Window [631.30, 628.99, 636.16] -> Median: 631.30
• Stability Filter: No change in volume.
• Usage Rate: 5.8 L/d (drain-step, band 55.3L over 13.8d, 44 pts)
23/02/2026 05:14:58 636.16 631.30 5.0 Valid Immediate GOOD
• Smoothing: Window [628.99, 636.16, 626.69] -> Median: 628.99
• Stability Filter: Clamped minor wobble drop of 2.3L back to stable level. Future rebound returned near baseline in 0.3d after a short wobble.
• Usage Rate: 5.0 L/d (drain-step, band 55.3L over 13.8d, 44 pts)
23/02/2026 11:15:14 626.69 631.30 4.6 Valid Immediate GOOD
• Smoothing: Window [636.16, 626.69, 631.30] -> Median: 631.30
• Stability Filter: No change in volume.
• Usage Rate: 4.6 L/d (drain-slow, band 56.1L over 12.5d, 44 pts)
23/02/2026 17:15:31 631.30 626.69 4.7 Valid Immediate GOOD
• Smoothing: Window [626.69, 631.30, 626.69] -> Median: 626.69
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 4.7 L/d (drain-slow, band 58.1L over 12.8d, 45 pts)
23/02/2026 23:15:47 626.69 626.69 4.6 Valid Immediate GOOD
• Smoothing: Window [631.30, 626.69, 624.13] -> Median: 626.69
• Stability Filter: No change in volume.
• Usage Rate: 4.6 L/d (drain-slow, band 58.9L over 13.0d, 46 pts)
24/02/2026 05:16:04 624.13 626.69 4.7 Valid Immediate GOOD
• Smoothing: Window [626.69, 624.13, 628.99] -> Median: 626.69
• Stability Filter: No change in volume.
• Usage Rate: 4.7 L/d (drain-slow, band 59.5L over 13.3d, 47 pts)
24/02/2026 11:16:20 628.99 626.69 4.5 Valid Immediate GOOD
• Smoothing: Window [624.13, 628.99, 626.69] -> Median: 626.69
• Stability Filter: No change in volume.
• Usage Rate: 4.5 L/d (drain-slow, band 60.7L over 13.5d, 48 pts)
24/02/2026 17:16:39 626.69 626.69 4.5 Valid Immediate GOOD
• Smoothing: Window [628.99, 626.69, 621.82] -> Median: 626.69
• Stability Filter: No change in volume.
• Usage Rate: 4.5 L/d (drain-slow, band 60.9L over 13.8d, 49 pts)
24/02/2026 23:16:55 621.82 624.13 4.5 Valid Immediate GOOD
• Smoothing: Window [626.69, 621.82, 624.13] -> Median: 624.13
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 4.5 L/d (drain-step, band 62.2L over 13.8d, 49 pts)
25/02/2026 11:17:28 624.13 624.13 4.4 Valid Immediate GOOD
• Smoothing: Window [621.82, 624.13, 616.96] -> Median: 621.82
• Stability Filter: Median artifact detected. Rescued Raw Value (624.1L).
• Usage Rate: 4.4 L/d (drain-slow, band 60.6L over 13.8d, 48 pts)
25/02/2026 17:17:45 616.96 624.13 4.1 Valid Immediate FAIR
• Smoothing: Window [624.13, 616.96, 626.69] -> Median: 624.13
• Stability Filter: No change in volume.
• Usage Rate: 4.1 L/d (drain-slow, band 54.9L over 13.8d, 48 pts)
25/02/2026 23:18:02 626.69 624.13 0.0 Valid Immediate GOOD
• Smoothing: Window [616.96, 626.69, 624.13] -> Median: 624.13
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 52.7L over 13.8d, 48 pts)
26/02/2026 05:18:22 624.13 624.13 3.8 Valid Immediate GOOD
• Smoothing: Window [626.69, 624.13, 624.13] -> Median: 624.13
• Stability Filter: No change in volume.
• Usage Rate: 3.8 L/d (drain-slow, band 50.1L over 13.5d, 48 pts)
26/02/2026 05:18:25 624.13 624.13 3.9 Valid Immediate GOOD
• Smoothing: Window [624.13, 624.13, 624.13] -> Median: 624.13
• Stability Filter: No change in volume.
• Usage Rate: 3.9 L/d (drain-slow, band 51.4L over 13.5d, 49 pts)
26/02/2026 11:18:43 624.13 624.13 3.8 Valid Immediate GOOD
• Smoothing: Window [624.13, 624.13, 621.82] -> Median: 624.13
• Stability Filter: No change in volume.
• Usage Rate: 3.8 L/d (drain-slow, band 50.9L over 13.8d, 50 pts)
26/02/2026 17:19:01 621.82 624.13 3.6 Valid Immediate GOOD
• Smoothing: Window [624.13, 621.82, 624.13] -> Median: 624.13
• Stability Filter: No change in volume.
• Usage Rate: 3.6 L/d (drain-slow, band 48.4L over 13.8d, 50 pts)
26/02/2026 23:19:17 624.13 621.82 3.4 Valid Immediate GOOD
• Smoothing: Window [621.82, 624.13, 616.96] -> Median: 621.82
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 3.4 L/d (drain-slow, band 45.8L over 13.8d, 50 pts)
27/02/2026 05:19:33 616.96 621.82 3.3 Valid Immediate GOOD
• Smoothing: Window [624.13, 616.96, 621.82] -> Median: 621.82
• Stability Filter: No change in volume.
• Usage Rate: 3.3 L/d (drain-slow, band 43.5L over 13.3d, 50 pts)
27/02/2026 11:19:49 621.82 619.52 3.3 Valid Immediate GOOD
• Smoothing: Window [616.96, 621.82, 619.52] -> Median: 619.52
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 3.3 L/d (drain-slow, band 43.3L over 13.5d, 51 pts)
27/02/2026 17:20:05 619.52 619.52 3.3 Valid Immediate GOOD
• Smoothing: Window [621.82, 619.52, 609.79] -> Median: 619.52
• Stability Filter: No change in volume.
• Usage Rate: 3.3 L/d (drain-slow, band 45.3L over 13.8d, 52 pts)
27/02/2026 23:20:22 609.79 619.52 3.0 Valid Immediate FAIR
• Smoothing: Window [619.52, 609.79, 624.13] -> Median: 619.52
• Stability Filter: No change in volume.
• Usage Rate: 3.0 L/d (drain-step, band 45.3L over 13.8d, 52 pts)
28/02/2026 05:20:39 624.13 624.13 0.0 Valid Immediate GOOD
• Smoothing: Window [609.79, 624.13, 609.79] -> Median: 609.79
• Stability Filter: Median artifact detected. Rescued Raw Value (624.1L).
• Usage Rate: 0.0 L/d (flat, band 43.3L over 13.5d, 52 pts)
28/02/2026 11:20:57 609.79 614.66 0.0 Valid Immediate GOOD
• Smoothing: Window [624.13, 609.79, 614.66] -> Median: 614.66
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 0.0 L/d (flat, band 43.3L over 13.8d, 53 pts)
28/02/2026 17:21:14 614.66 614.66 0.0 Valid Immediate GOOD
• Smoothing: Window [609.79, 614.66, 616.96] -> Median: 614.66
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 44.6L over 13.8d, 53 pts)
28/02/2026 23:21:30 616.96 614.66 3.2 Valid Immediate GOOD
• Smoothing: Window [614.66, 616.96, 612.10] -> Median: 614.66
• Stability Filter: No change in volume.
• Usage Rate: 3.2 L/d (drain-step, band 44.6L over 13.5d, 53 pts)
01/03/2026 05:21:47 612.10 612.10 3.3 Valid Immediate GOOD
• Smoothing: Window [616.96, 612.10, 609.79] -> Median: 612.10
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 3.3 L/d (drain-slow, band 44.9L over 13.8d, 54 pts)
01/03/2026 11:22:03 609.79 609.79 3.1 Valid Immediate GOOD
• Smoothing: Window [612.10, 609.79, 609.79] -> Median: 609.79
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 3.1 L/d (drain-slow, band 42.6L over 13.8d, 54 pts)
01/03/2026 17:22:19 609.79 609.79 3.1 Valid Immediate GOOD
• Smoothing: Window [609.79, 609.79, 609.79] -> Median: 609.79
• Stability Filter: No change in volume.
• Usage Rate: 3.1 L/d (drain-slow, band 42.6L over 13.8d, 54 pts)
01/03/2026 23:22:35 609.79 609.79 3.3 Valid Immediate GOOD
• Smoothing: Window [609.79, 609.79, 612.10] -> Median: 609.79
• Stability Filter: No change in volume.
• Usage Rate: 3.3 L/d (drain-slow, band 44.3L over 13.8d, 54 pts)
02/03/2026 05:22:51 612.10 609.79 2.8 Valid Immediate GOOD
• Smoothing: Window [609.79, 612.10, 602.62] -> Median: 609.79
• Stability Filter: No change in volume.
• Usage Rate: 2.8 L/d (drain-step, band 43.3L over 13.5d, 54 pts)
02/03/2026 11:23:07 602.62 609.79 3.3 Valid Immediate FAIR
• Smoothing: Window [612.10, 602.62, 609.79] -> Median: 609.79
• Stability Filter: No change in volume.
• Usage Rate: 3.3 L/d (drain-slow, band 44.6L over 13.8d, 55 pts)
02/03/2026 17:23:25 609.79 609.79 2.6 Valid Immediate GOOD
• Smoothing: Window [602.62, 609.79, 609.79] -> Median: 609.79
• Stability Filter: No change in volume.
• Usage Rate: 2.6 L/d (drain-step, band 45.6L over 13.8d, 55 pts)
02/03/2026 23:23:42 609.79 609.79 3.3 Valid Immediate GOOD
• Smoothing: Window [609.79, 609.79, 609.79] -> Median: 609.79
• Stability Filter: No change in volume.
• Usage Rate: 3.3 L/d (drain-slow, band 44.6L over 13.8d, 55 pts)
03/03/2026 05:23:59 609.79 609.79 2.5 Valid Immediate GOOD
• Smoothing: Window [609.79, 609.79, 604.93] -> Median: 609.79
• Stability Filter: No change in volume.
• Usage Rate: 2.5 L/d (drain-step, band 43.3L over 13.8d, 55 pts)
03/03/2026 11:24:15 604.93 604.93 3.1 Valid Immediate GOOD
• Smoothing: Window [609.79, 604.93, 597.76] -> Median: 604.93
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 3.1 L/d (drain-slow, band 41.3L over 13.8d, 55 pts)
03/03/2026 17:24:33 597.76 604.93 0.0 Valid Immediate FAIR
• Smoothing: Window [604.93, 597.76, 607.49] -> Median: 604.93
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 38.4L over 13.8d, 55 pts)
03/03/2026 23:24:50 607.49 607.49 2.8 Valid Immediate GOOD
• Smoothing: Window [597.76, 607.49, 600.32] -> Median: 600.32
• Stability Filter: Median artifact detected. Rescued Raw Value (607.5L).
• Usage Rate: 2.8 L/d (drain-slow, band 37.5L over 13.8d, 55 pts)
04/03/2026 05:25:07 600.32 602.62 3.5 Valid Immediate GOOD
• Smoothing: Window [607.49, 600.32, 602.62] -> Median: 602.62
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 3.5 L/d (drain-step, band 36.1L over 13.8d, 55 pts)
04/03/2026 11:25:23 602.62 602.62 2.8 Valid Immediate GOOD
• Smoothing: Window [600.32, 602.62, 592.90] -> Median: 600.32
• Stability Filter: Median artifact detected. Rescued Raw Value (602.6L).
• Usage Rate: 2.8 L/d (drain-slow, band 36.5L over 13.8d, 55 pts)
04/03/2026 17:25:40 592.90 602.62 2.8 Valid Immediate FAIR
• Smoothing: Window [602.62, 592.90, 604.93] -> Median: 602.62
• Stability Filter: No change in volume.
• Usage Rate: 2.8 L/d (drain-slow, band 37.4L over 13.8d, 55 pts)
04/03/2026 23:25:56 604.93 602.62 2.8 Valid Immediate GOOD
• Smoothing: Window [592.90, 604.93, 602.62] -> Median: 602.62
• Stability Filter: No change in volume.
• Usage Rate: 2.8 L/d (drain-slow, band 36.6L over 13.8d, 55 pts)
05/03/2026 05:26:12 602.62 602.62 3.2 Valid Immediate GOOD
• Smoothing: Window [604.93, 602.62, 597.76] -> Median: 602.62
• Stability Filter: No change in volume.
• Usage Rate: 3.2 L/d (drain-step, band 35.2L over 13.8d, 55 pts)
05/03/2026 11:26:29 597.76 597.76 3.1 Valid Immediate GOOD
• Smoothing: Window [602.62, 597.76, 592.90] -> Median: 597.76
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 3.1 L/d (drain-step, band 36.1L over 13.8d, 55 pts)
05/03/2026 17:26:46 592.90 597.76 2.6 Valid Immediate GOOD
• Smoothing: Window [597.76, 592.90, 590.59] -> Median: 592.90
• Stability Filter: Clamped minor wobble drop of 4.9L back to stable level. Future rebound returned near baseline in 0.5d after a short wobble.
• Usage Rate: 2.6 L/d (drain-slow, band 35.1L over 13.8d, 55 pts)
05/03/2026 23:27:02 590.59 597.76 2.6 Valid Immediate FAIR
• Smoothing: Window [592.90, 590.59, 595.46] -> Median: 592.90
• Stability Filter: Clamped minor wobble drop of 4.9L back to stable level. Future rebound returned near baseline in 0.3d after a short wobble.
• Usage Rate: 2.6 L/d (drain-slow, band 34.9L over 13.8d, 55 pts)
06/03/2026 05:27:19 595.46 595.46 2.8 Valid Immediate GOOD
• Smoothing: Window [590.59, 595.46, 595.46] -> Median: 595.46
• Stability Filter: Accepted drop. Future rise is Real Top-up (Ended 963.3L higher). Drop accepted.
• Usage Rate: 2.8 L/d (drain-slow, band 37.4L over 13.8d, 55 pts)
06/03/2026 11:27:36 595.46 595.46 2.8 Valid Immediate GOOD
• Smoothing: Window [595.46, 595.46, 588.29] -> Median: 595.46
• Stability Filter: No change in volume.
• Usage Rate: 2.8 L/d (drain-slow, band 37.5L over 13.5d, 55 pts)
06/03/2026 17:28:12 588.29 595.46 3.0 Valid Immediate FAIR
• Smoothing: Window [595.46, 588.29, 597.76] -> Median: 595.46
• Stability Filter: No change in volume.
• Usage Rate: 3.0 L/d (drain-slow, band 38.4L over 13.8d, 56 pts)
06/03/2026 23:28:29 597.76 595.46 2.8 Valid Immediate GOOD
• Smoothing: Window [588.29, 597.76, 595.46] -> Median: 595.46
• Stability Filter: No change in volume.
• Usage Rate: 2.8 L/d (drain-slow, band 36.0L over 13.8d, 56 pts)
07/03/2026 05:28:46 595.46 595.46 0.0 Valid Immediate GOOD
• Smoothing: Window [597.76, 595.46, 588.29] -> Median: 595.46
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 35.8L over 13.8d, 56 pts)
07/03/2026 11:29:03 588.29 592.90 2.6 Valid Immediate GOOD
• Smoothing: Window [595.46, 588.29, 592.90] -> Median: 592.90
• Stability Filter: Accepted drop. Future rise is Real Top-up (Ended 965.6L higher). Drop accepted.
• Usage Rate: 2.6 L/d (drain-slow, band 34.7L over 13.8d, 56 pts)
07/03/2026 17:29:21 592.90 588.29 3.1 Valid Immediate GOOD
• Smoothing: Window [588.29, 592.90, 588.29] -> Median: 588.29
• Stability Filter: Accepted drop. Future rise is Real Top-up (Ended 968.2L higher). Drop accepted.
• Usage Rate: 3.1 L/d (drain-step, band 34.8L over 13.8d, 56 pts)
07/03/2026 23:29:37 588.29 588.29 2.6 Valid Immediate GOOD
• Smoothing: Window [592.90, 588.29, 583.42] -> Median: 588.29
• Stability Filter: No change in volume.
• Usage Rate: 2.6 L/d (drain-slow, band 34.9L over 13.8d, 56 pts)
08/03/2026 05:29:54 583.42 588.29 3.4 Valid Immediate GOOD
• Smoothing: Window [588.29, 583.42, 588.29] -> Median: 588.29
• Stability Filter: No change in volume.
• Usage Rate: 3.4 L/d (drain-step, band 33.8L over 13.8d, 56 pts)
08/03/2026 11:30:10 588.29 588.29 2.6 Valid Immediate GOOD
• Smoothing: Window [583.42, 588.29, 588.29] -> Median: 588.29
• Stability Filter: No change in volume.
• Usage Rate: 2.6 L/d (drain-slow, band 34.9L over 13.8d, 56 pts)
08/03/2026 17:30:27 588.29 588.29 2.8 Valid Immediate GOOD
• Smoothing: Window [588.29, 588.29, 585.73] -> Median: 588.29
• Stability Filter: No change in volume.
• Usage Rate: 2.8 L/d (drain-slow, band 37.2L over 13.8d, 56 pts)
08/03/2026 23:30:44 585.73 585.73 3.1 Valid Immediate GOOD
• Smoothing: Window [588.29, 585.73, 585.73] -> Median: 585.73
• Stability Filter: Accepted drop. Future rise is Real Top-up (Ended 972.8L higher). Drop accepted.
• Usage Rate: 3.1 L/d (drain-step, band 38.4L over 13.8d, 56 pts)
09/03/2026 05:31:00 585.73 585.73 2.8 Valid Immediate GOOD
• Smoothing: Window [585.73, 585.73, 576.26] -> Median: 585.73
• Stability Filter: No change in volume.
• Usage Rate: 2.8 L/d (drain-slow, band 37.1L over 13.8d, 56 pts)
09/03/2026 11:31:17 576.26 576.26 3.4 Valid Immediate GOOD
• Smoothing: Window [585.73, 576.26, 576.26] -> Median: 576.26
• Stability Filter: Accepted drop. Future rise is Real Top-up (Ended 975.4L higher). Drop accepted.
• Usage Rate: 3.4 L/d (drain-step, band 35.8L over 13.8d, 56 pts)
09/03/2026 17:31:34 576.26 576.26 4.8 Valid Immediate GOOD
• Smoothing: Window [576.26, 576.26, 581.12] -> Median: 576.26
• Stability Filter: No change in volume.
• Usage Rate: 4.8 L/d (drain-step, band 35.8L over 13.8d, 56 pts)
09/03/2026 23:31:51 581.12 578.56 2.8 Valid Immediate GOOD
• Smoothing: Window [576.26, 581.12, 578.56] -> Median: 578.56
• Monotonic Logic: Accepted Small Sustained Top-up Rise of 2.3L. Future confirms sustain (Continuous rising).
• Usage Rate: 2.8 L/d (drain-slow, band 37.1L over 13.8d, 56 pts)
10/03/2026 05:32:08 578.56 578.56 4.5 Valid Immediate GOOD
• Smoothing: Window [581.12, 578.56, 578.56] -> Median: 578.56 (Edge Protected)
• Stability Filter: No change in volume.
• Usage Rate: 4.5 L/d (drain-step, band 38.4L over 13.8d, 56 pts)
10/03/2026 17:32:44 1,561.09 1,561.09 - Top-up Verified (Latency) GOOD
• Smoothing: Window [1,561.09, 1,561.09, 1,563.65] -> Median: 1,561.09 (Edge Protected)
• Monotonic Logic: Accepted Top-up Rise of 982.5L. Future confirms sustain (>5.0 days).
• Event Reset: Level recovered above threshold + hysteresis.
10/03/2026 23:33:02 1,563.65 1,561.09 - Valid Immediate GOOD
• Smoothing: Window [1,561.09, 1,563.65, 1,555.71] -> Median: 1,561.09
• Stability Filter: No change in volume.
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
11/03/2026 05:33:18 1,555.71 1,561.09 - Valid Immediate GOOD
• Smoothing: Window [1,563.65, 1,555.71, 1,561.09] -> Median: 1,561.09
• Stability Filter: No change in volume.
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
11/03/2026 11:33:35 1,561.09 1,558.27 - Valid Immediate GOOD
• Smoothing: Window [1,555.71, 1,561.09, 1,558.27] -> Median: 1,558.27
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
11/03/2026 17:33:54 1,558.27 1,558.27 - Valid Immediate GOOD
• Smoothing: Window [1,561.09, 1,558.27, 1,553.15] -> Median: 1,558.27
• Stability Filter: No change in volume.
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
11/03/2026 23:34:11 1,553.15 1,558.27 - Valid Immediate GOOD
• Smoothing: Window [1,558.27, 1,553.15, 1,558.27] -> Median: 1,558.27
• Stability Filter: No change in volume.
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
12/03/2026 05:34:28 1,558.27 1,553.15 - Valid Immediate GOOD
• Smoothing: Window [1,553.15, 1,558.27, 1,553.15] -> Median: 1,553.15
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
12/03/2026 11:34:44 1,553.15 1,553.15 - Valid Immediate GOOD
• Smoothing: Window [1,558.27, 1,553.15, 1,553.15] -> Median: 1,553.15
• Stability Filter: No change in volume.
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
12/03/2026 17:35:03 1,553.15 1,553.15 - Valid Immediate GOOD
• Smoothing: Window [1,553.15, 1,553.15, 1,545.22] -> Median: 1,553.15
• Stability Filter: No change in volume.
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
12/03/2026 23:35:19 1,545.22 1,553.15 5.2 Valid Immediate GOOD
• Smoothing: Window [1,553.15, 1,545.22, 1,553.15] -> Median: 1,553.15
• Stability Filter: No change in volume.
• Usage Rate: 5.2 L/d (drain-slow, band 10.0L over 2.0d, 9 pts)
13/03/2026 05:35:36 1,553.15 1,553.15 4.7 Valid Immediate GOOD
• Smoothing: Window [1,545.22, 1,553.15, 1,553.15] -> Median: 1,553.15
• Stability Filter: No change in volume.
• Usage Rate: 4.7 L/d (drain-slow, band 9.0L over 2.3d, 10 pts)
13/03/2026 05:35:54 1,553.15 1,553.15 0.0 Valid Immediate GOOD
• Smoothing: Window [1,553.15, 1,553.15, 1,553.15] -> Median: 1,553.15
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 7.9L over 2.3d, 11 pts)
13/03/2026 11:36:24 1,553.15 1,553.15 0.0 Valid Immediate GOOD
• Smoothing: Window [1,553.15, 1,553.15, 1,553.15] -> Median: 1,553.15
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 7.7L over 2.5d, 12 pts)
13/03/2026 17:36:41 1,553.15 1,553.15 2.9 Valid Immediate GOOD
• Smoothing: Window [1,553.15, 1,553.15, 1,547.78] -> Median: 1,553.15
• Stability Filter: No change in volume.
• Usage Rate: 2.9 L/d (drain-slow, band 7.4L over 2.8d, 13 pts)
13/03/2026 23:36:59 1,547.78 1,550.34 0.0 Valid Immediate GOOD
• Smoothing: Window [1,553.15, 1,547.78, 1,550.34] -> Median: 1,550.34
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 0.0 L/d (flat, band 10.9L over 3.0d, 14 pts)
14/03/2026 05:37:17 1,550.34 1,547.78 0.0 Valid Immediate GOOD
• Smoothing: Window [1,547.78, 1,550.34, 1,539.84] -> Median: 1,547.78
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 0.0 L/d (flat, band 11.2L over 3.3d, 15 pts)
14/03/2026 11:37:36 1,539.84 1,542.40 3.8 Valid Immediate GOOD
• Smoothing: Window [1,550.34, 1,539.84, 1,542.40] -> Median: 1,542.40
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 3.8 L/d (drain-slow, band 13.2L over 3.5d, 16 pts)
14/03/2026 17:37:51 1,542.40 1,542.40 5.0 Valid Immediate GOOD
• Smoothing: Window [1,539.84, 1,542.40, 1,542.40] -> Median: 1,542.40
• Stability Filter: No change in volume.
• Usage Rate: 5.0 L/d (drain-slow, band 15.3L over 3.8d, 17 pts)
14/03/2026 23:38:07 1,542.40 1,542.40 4.3 Valid Immediate GOOD
• Smoothing: Window [1,542.40, 1,542.40, 1,550.34] -> Median: 1,542.40
• Stability Filter: No change in volume.
• Usage Rate: 4.3 L/d (drain-slow, band 16.7L over 4.0d, 18 pts)
15/03/2026 05:38:24 1,550.34 1,542.40 4.1 Valid Immediate GOOD
• Smoothing: Window [1,542.40, 1,550.34, 1,531.90] -> Median: 1,542.40
• Stability Filter: No change in volume.
• Usage Rate: 4.1 L/d (drain-slow, band 16.4L over 4.3d, 19 pts)
15/03/2026 11:38:39 1,531.90 1,537.28 3.8 Valid Immediate GOOD
• Smoothing: Window [1,550.34, 1,531.90, 1,537.28] -> Median: 1,537.28
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 3.8 L/d (drain-slow, band 16.4L over 4.5d, 20 pts)
15/03/2026 17:38:55 1,537.28 1,531.90 4.2 Valid Immediate GOOD
• Smoothing: Window [1,531.90, 1,537.28, 1,529.34] -> Median: 1,531.90
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 4.2 L/d (drain-slow, band 18.4L over 4.8d, 21 pts)
15/03/2026 23:39:11 1,529.34 1,531.90 5.0 Valid Immediate GOOD
• Smoothing: Window [1,537.28, 1,529.34, 1,531.90] -> Median: 1,531.90
• Stability Filter: No change in volume.
• Usage Rate: 5.0 L/d (drain-slow, band 20.7L over 5.0d, 22 pts)
16/03/2026 05:39:28 1,531.90 1,531.90 5.0 Valid Immediate GOOD
• Smoothing: Window [1,529.34, 1,531.90, 1,526.53] -> Median: 1,529.34
• Stability Filter: Median artifact detected. Rescued Raw Value (1,531.9L).
• Usage Rate: 5.0 L/d (drain-slow, band 25.3L over 5.3d, 23 pts)
16/03/2026 17:40:00 1,526.53 1,531.90 7.9 Valid Immediate GOOD
• Smoothing: Window [1,531.90, 1,526.53, 1,531.90] -> Median: 1,531.90
• Stability Filter: No change in volume.
• Usage Rate: 7.9 L/d (drain-step, band 26.4L over 5.8d, 24 pts)
16/03/2026 23:40:16 1,531.90 1,526.53 6.3 Valid Immediate GOOD
• Smoothing: Window [1,526.53, 1,531.90, 1,523.97] -> Median: 1,526.53
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 6.3 L/d (drain-step, band 26.4L over 6.0d, 25 pts)
17/03/2026 05:40:32 1,523.97 1,526.53 4.6 Valid Immediate GOOD
• Smoothing: Window [1,531.90, 1,523.97, 1,526.53] -> Median: 1,526.53
• Stability Filter: No change in volume.
• Usage Rate: 4.6 L/d (drain-slow, band 27.6L over 6.3d, 26 pts)
17/03/2026 11:40:47 1,526.53 1,526.53 4.9 Valid Immediate GOOD
• Smoothing: Window [1,523.97, 1,526.53, 1,521.41] -> Median: 1,523.97
• Stability Filter: Median artifact detected. Rescued Raw Value (1,526.5L).
• Usage Rate: 4.9 L/d (drain-slow, band 30.1L over 6.5d, 27 pts)
17/03/2026 17:41:03 1,521.41 1,526.53 7.0 Valid Immediate GOOD
• Smoothing: Window [1,526.53, 1,521.41, 1,523.97] -> Median: 1,523.97
• Stability Filter: Clamped minor wobble drop of 2.6L back to stable level. Future rebound returned near baseline in 1.0d after a short wobble.
• Usage Rate: 7.0 L/d (drain-step, band 31.7L over 6.8d, 28 pts)
17/03/2026 23:41:19 1,523.97 1,523.97 4.7 Valid Immediate GOOD
• Smoothing: Window [1,521.41, 1,523.97, 1,518.59] -> Median: 1,521.41
• Stability Filter: Median artifact detected. Rescued Raw Value (1,524.0L).
• Usage Rate: 4.7 L/d (drain-slow, band 32.3L over 7.0d, 29 pts)
18/03/2026 05:41:36 1,518.59 1,523.97 7.2 Valid Immediate GOOD
• Smoothing: Window [1,523.97, 1,518.59, 1,510.91] -> Median: 1,518.59
• Stability Filter: Clamped minor wobble drop of 5.4L back to stable level. Future rebound returned near baseline in 0.5d after a short wobble.
• Usage Rate: 7.2 L/d (drain-step, band 34.3L over 7.3d, 30 pts)
18/03/2026 11:41:52 1,510.91 1,523.97 4.7 Valid Immediate GOOD
• Smoothing: Window [1,518.59, 1,510.91, 1,537.28] -> Median: 1,518.59
• Stability Filter: Clamped minor wobble drop of 5.4L back to stable level. Future rebound returned near baseline in 0.3d after a short wobble.
• Usage Rate: 4.7 L/d (drain-slow, band 34.3L over 7.5d, 31 pts)
18/03/2026 17:42:08 1,537.28 1,526.53 4.6 Valid Immediate GOOD
• Smoothing: Window [1,510.91, 1,537.28, 1,526.53] -> Median: 1,526.53
• Monotonic Logic: Accepted Small Sustained Top-up Rise of 2.6L. Future confirms sustain (>5.0 days).
• Usage Rate: 4.6 L/d (drain-slow, band 34.0L over 7.8d, 32 pts)
18/03/2026 23:42:24 1,526.53 1,526.53 4.3 Valid Immediate GOOD
• Smoothing: Window [1,537.28, 1,526.53, 1,516.03] -> Median: 1,526.53
• Stability Filter: No change in volume.
• Usage Rate: 4.3 L/d (drain-slow, band 33.8L over 8.0d, 33 pts)
19/03/2026 05:42:39 1,516.03 1,523.97 4.5 Valid Immediate GOOD
• Smoothing: Window [1,526.53, 1,516.03, 1,523.97] -> Median: 1,523.97
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 4.5 L/d (drain-slow, band 35.3L over 8.3d, 34 pts)
19/03/2026 11:42:55 1,523.97 1,523.97 0.0 Valid Immediate GOOD
• Smoothing: Window [1,516.03, 1,523.97, 1,518.59] -> Median: 1,518.59
• Stability Filter: Median artifact detected. Rescued Raw Value (1,524.0L).
• Usage Rate: 0.0 L/d (flat, band 34.8L over 8.5d, 35 pts)
19/03/2026 17:43:11 1,518.59 1,523.97 4.5 Valid Immediate GOOD
• Smoothing: Window [1,523.97, 1,518.59, 1,516.03] -> Median: 1,518.59
• Stability Filter: Clamped minor wobble drop of 5.4L back to stable level. Future rebound returned near baseline in 0.5d after a short wobble.
• Usage Rate: 4.5 L/d (drain-slow, band 37.0L over 8.8d, 36 pts)
19/03/2026 23:43:27 1,516.03 1,523.97 4.4 Valid Immediate GOOD
• Smoothing: Window [1,518.59, 1,516.03, 1,529.34] -> Median: 1,518.59
• Stability Filter: Clamped minor wobble drop of 5.4L back to stable level. Future rebound returned near baseline in 0.3d after a short wobble.
• Usage Rate: 4.4 L/d (drain-slow, band 38.1L over 9.0d, 37 pts)
20/03/2026 05:43:44 1,529.34 1,521.41 0.0 Valid Immediate GOOD
• Smoothing: Window [1,516.03, 1,529.34, 1,521.41] -> Median: 1,521.41
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 0.0 L/d (flat, band 37.9L over 9.3d, 38 pts)
20/03/2026 11:43:59 1,521.41 1,521.41 0.0 Valid Immediate GOOD
• Smoothing: Window [1,529.34, 1,521.41, 1,513.47] -> Median: 1,521.41
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 37.6L over 9.5d, 39 pts)
20/03/2026 17:44:15 1,513.47 1,521.41 0.0 Valid Immediate GOOD
• Smoothing: Window [1,521.41, 1,513.47, 1,518.59] -> Median: 1,518.59
• Stability Filter: Clamped minor wobble drop of 2.8L back to stable level. Future rebound returned near baseline in 0.8d after a short wobble.
• Usage Rate: 0.0 L/d (flat, band 37.6L over 9.8d, 40 pts)
20/03/2026 23:44:31 1,518.59 1,521.41 3.8 Valid Immediate GOOD
• Smoothing: Window [1,513.47, 1,518.59, 1,529.34] -> Median: 1,518.59
• Stability Filter: Clamped minor wobble drop of 2.8L back to stable level. Future rebound returned near baseline in 0.5d after a short wobble.
• Usage Rate: 3.8 L/d (drain-slow, band 37.1L over 10.0d, 41 pts)
21/03/2026 05:44:47 1,529.34 1,521.41 3.6 Valid Immediate GOOD
• Smoothing: Window [1,518.59, 1,529.34, 1,508.10] -> Median: 1,518.59
• 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: 3.6 L/d (drain-slow, band 36.9L over 10.3d, 42 pts)
21/03/2026 11:45:03 1,508.10 1,521.41 0.0 Valid Immediate GOOD
• Smoothing: Window [1,529.34, 1,508.10, 1,521.41] -> Median: 1,521.41
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 38.7L over 10.5d, 43 pts)
21/03/2026 17:45:20 1,521.41 1,510.91 0.0 Valid Immediate GOOD
• Smoothing: Window [1,508.10, 1,521.41, 1,510.91] -> Median: 1,510.91
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 0.0 L/d (flat, band 38.1L over 10.8d, 44 pts)
21/03/2026 23:45:37 1,510.91 1,510.91 0.0 Valid Immediate GOOD
• Smoothing: Window [1,521.41, 1,510.91, 1,505.54] -> Median: 1,510.91
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 38.7L over 11.0d, 45 pts)
22/03/2026 05:45:54 1,505.54 1,510.91 0.0 Valid Immediate GOOD
• Smoothing: Window [1,510.91, 1,505.54, 1,513.47] -> Median: 1,510.91
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 39.7L over 11.3d, 46 pts)
22/03/2026 11:46:10 1,513.47 1,513.47 3.7 Valid Immediate GOOD
• Smoothing: Window [1,505.54, 1,513.47, 1,508.10] -> Median: 1,508.10
• Stability Filter: Median artifact detected. Rescued Raw Value (1,513.5L).
• Usage Rate: 3.7 L/d (drain-slow, band 40.7L over 11.5d, 47 pts)
22/03/2026 17:46:26 1,508.10 1,513.47 3.8 Valid Immediate GOOD
• Smoothing: Window [1,513.47, 1,508.10, 1,510.91] -> Median: 1,510.91
• Stability Filter: Clamped minor wobble drop of 2.6L back to stable level. Future rebound returned near baseline in 0.8d after a short wobble.
• Usage Rate: 3.8 L/d (drain-step, band 41.2L over 11.8d, 48 pts)
22/03/2026 23:46:41 1,510.91 1,513.47 3.4 Valid Immediate GOOD
• Smoothing: Window [1,508.10, 1,510.91, 1,513.47] -> Median: 1,510.91
• Stability Filter: Clamped minor wobble drop of 2.6L back to stable level. Future rebound returned near baseline in 0.5d after a short wobble.
• Usage Rate: 3.4 L/d (drain-step, band 42.8L over 12.0d, 49 pts)
23/03/2026 05:46:57 1,513.47 1,513.47 0.0 Valid Immediate GOOD
• Smoothing: Window [1,510.91, 1,513.47, 1,505.54] -> Median: 1,510.91
• Stability Filter: Median artifact detected. Rescued Raw Value (1,513.5L).
• Usage Rate: 0.0 L/d (flat, band 42.5L over 12.3d, 50 pts)
23/03/2026 11:47:13 1,505.54 1,513.47 3.5 Valid Immediate GOOD
• Smoothing: Window [1,513.47, 1,505.54, 1,513.47] -> Median: 1,513.47
• Stability Filter: No change in volume.
• Usage Rate: 3.5 L/d (drain-slow, band 42.2L over 12.5d, 51 pts)
23/03/2026 17:47:29 1,513.47 1,510.91 3.4 Valid Immediate GOOD
• Smoothing: Window [1,505.54, 1,513.47, 1,510.91] -> Median: 1,510.91
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 3.4 L/d (drain-slow, band 42.2L over 12.8d, 52 pts)
23/03/2026 23:47:46 1,510.91 1,510.91 0.0 Valid Immediate GOOD
• Smoothing: Window [1,513.47, 1,510.91, 1,505.54] -> Median: 1,510.91
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 42.2L over 13.0d, 53 pts)
24/03/2026 05:48:01 1,505.54 1,510.91 0.0 Valid Immediate GOOD
• Smoothing: Window [1,510.91, 1,505.54, 1,510.91] -> Median: 1,510.91
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 42.2L over 13.3d, 54 pts)
24/03/2026 11:48:19 1,510.91 1,510.91 0.0 Valid Immediate GOOD
• Smoothing: Window [1,505.54, 1,510.91, 1,513.47] -> Median: 1,510.91
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 42.2L over 13.5d, 55 pts)
24/03/2026 17:48:34 1,513.47 1,510.91 0.0 Valid Immediate GOOD
• Smoothing: Window [1,510.91, 1,513.47, 1,508.10] -> Median: 1,510.91
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 42.2L over 13.8d, 56 pts)
24/03/2026 23:48:50 1,508.10 1,508.10 0.0 Valid Immediate GOOD
• Smoothing: Window [1,513.47, 1,508.10, 1,502.98] -> Median: 1,508.10
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 0.0 L/d (flat, band 43.6L over 13.8d, 56 pts)
25/03/2026 05:49:06 1,502.98 1,505.54 0.0 Valid Immediate GOOD
• Smoothing: Window [1,508.10, 1,502.98, 1,505.54] -> Median: 1,505.54
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 0.0 L/d (flat, band 45.1L over 13.8d, 56 pts)
25/03/2026 11:49:22 1,505.54 1,505.54 3.0 Valid Immediate GOOD
• Smoothing: Window [1,502.98, 1,505.54, 1,510.91] -> Median: 1,505.54
• Stability Filter: No change in volume.
• Usage Rate: 3.0 L/d (drain-step, band 45.1L over 13.8d, 56 pts)
25/03/2026 17:49:38 1,510.91 1,505.54 0.0 Valid Immediate GOOD
• Smoothing: Window [1,505.54, 1,510.91, 1,502.98] -> Median: 1,505.54
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 45.1L over 13.8d, 56 pts)
25/03/2026 23:49:54 1,502.98 1,505.54 0.0 Valid Immediate GOOD
• Smoothing: Window [1,510.91, 1,502.98, 1,505.54] -> Median: 1,505.54
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 46.3L over 13.8d, 56 pts)
26/03/2026 05:50:11 1,505.54 1,502.98 0.0 Valid Immediate GOOD
• Smoothing: Window [1,502.98, 1,505.54, 1,502.98] -> Median: 1,502.98
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 0.0 L/d (flat, band 46.2L over 13.8d, 56 pts)
26/03/2026 11:50:27 1,502.98 1,502.98 2.6 Valid Immediate GOOD
• Smoothing: Window [1,505.54, 1,502.98, 1,500.16] -> Median: 1,502.98
• Stability Filter: No change in volume.
• Usage Rate: 2.6 L/d (drain-step, band 44.8L over 13.8d, 56 pts)
26/03/2026 17:50:43 1,500.16 1,500.16 3.3 Valid Immediate GOOD
• Smoothing: Window [1,502.98, 1,500.16, 1,500.16] -> Median: 1,500.16
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 3.3 L/d (drain-slow, band 43.5L over 13.8d, 56 pts)
26/03/2026 23:50:59 1,500.16 1,500.16 3.3 Valid Immediate GOOD
• Smoothing: Window [1,500.16, 1,500.16, 1,489.66] -> Median: 1,500.16
• Stability Filter: No change in volume.
• Usage Rate: 3.3 L/d (drain-slow, band 43.5L over 13.8d, 56 pts)
27/03/2026 05:51:14 1,489.66 1,492.22 2.9 Valid Immediate GOOD
• Smoothing: Window [1,500.16, 1,489.66, 1,492.22] -> Median: 1,492.22
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 2.9 L/d (drain-slow, band 38.4L over 13.8d, 55 pts)
27/03/2026 11:51:30 1,492.22 1,492.22 2.9 Valid Immediate GOOD
• Smoothing: Window [1,489.66, 1,492.22, 1,495.04] -> Median: 1,492.22
• Stability Filter: No change in volume.
• Usage Rate: 2.9 L/d (drain-slow, band 38.4L over 13.8d, 55 pts)
27/03/2026 17:51:46 1,495.04 1,495.04 2.7 Valid Immediate GOOD
• Smoothing: Window [1,492.22, 1,495.04, 1,500.16] -> Median: 1,495.04
• Monotonic Logic: Accepted Small Sustained Top-up Rise of 2.8L. Future confirms sustain (>5.0 days).
• Usage Rate: 2.7 L/d (drain-slow, band 35.8L over 13.8d, 55 pts)
27/03/2026 23:52:20 1,500.16 1,495.04 2.7 Valid Immediate GOOD
• Smoothing: Window [1,495.04, 1,500.16, 1,489.66] -> Median: 1,495.04
• Stability Filter: No change in volume.
• Usage Rate: 2.7 L/d (drain-slow, band 36.0L over 13.8d, 55 pts)
28/03/2026 05:52:35 1,489.66 1,492.22 2.9 Valid Immediate GOOD
• Smoothing: Window [1,500.16, 1,489.66, 1,492.22] -> Median: 1,492.22
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 2.9 L/d (drain-step, band 35.0L over 13.8d, 55 pts)
28/03/2026 11:52:51 1,492.22 1,489.66 3.1 Valid Immediate GOOD
• Smoothing: Window [1,489.66, 1,492.22, 1,489.66] -> Median: 1,489.66
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 3.1 L/d (drain-step, band 31.7L over 13.8d, 55 pts)
28/03/2026 17:53:08 1,489.66 1,489.66 2.7 Valid Immediate GOOD
• Smoothing: Window [1,492.22, 1,489.66, 1,489.66] -> Median: 1,489.66
• Stability Filter: No change in volume.
• Usage Rate: 2.7 L/d (drain-slow, band 34.8L over 13.8d, 55 pts)
28/03/2026 23:53:25 1,489.66 1,489.66 3.5 Valid Immediate GOOD
• Smoothing: Window [1,489.66, 1,489.66, 1,487.10] -> Median: 1,489.66
• Stability Filter: No change in volume.
• Usage Rate: 3.5 L/d (drain-step, band 37.5L over 13.8d, 55 pts)
29/03/2026 05:53:42 1,487.10 1,487.10 3.5 Valid Immediate GOOD
• Smoothing: Window [1,489.66, 1,487.10, 1,481.73] -> Median: 1,487.10
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 3.5 L/d (drain-step, band 37.1L over 13.8d, 55 pts)
29/03/2026 11:54:00 1,481.73 1,484.29 3.6 Valid Immediate GOOD
• Smoothing: Window [1,487.10, 1,481.73, 1,484.29] -> Median: 1,484.29
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 3.6 L/d (drain-step, band 38.7L over 13.8d, 55 pts)
29/03/2026 17:54:17 1,484.29 1,481.73 3.9 Valid Immediate GOOD
• Smoothing: Window [1,481.73, 1,484.29, 1,476.35] -> Median: 1,481.73
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 3.9 L/d (drain-step, band 38.6L over 13.8d, 55 pts)
29/03/2026 23:54:32 1,476.35 1,481.73 4.2 Valid Immediate GOOD
• Smoothing: Window [1,484.29, 1,476.35, 1,481.73] -> Median: 1,481.73
• Stability Filter: No change in volume.
• Usage Rate: 4.2 L/d (drain-step, band 36.9L over 13.8d, 55 pts)
30/03/2026 05:54:48 1,481.73 1,481.73 4.2 Valid Immediate GOOD
• Smoothing: Window [1,476.35, 1,481.73, 1,479.17] -> Median: 1,479.17
• Stability Filter: Median artifact detected. Rescued Raw Value (1,481.7L).
• Usage Rate: 4.2 L/d (drain-step, band 36.9L over 13.5d, 55 pts)
30/03/2026 11:55:06 1,479.17 1,481.73 4.5 Valid Immediate GOOD
• Smoothing: Window [1,481.73, 1,479.17, 1,481.73] -> Median: 1,481.73
• Stability Filter: No change in volume.
• Usage Rate: 4.5 L/d (drain-step, band 38.1L over 13.8d, 56 pts)
30/03/2026 17:55:22 1,481.73 1,481.73 2.9 Valid Immediate GOOD
• Smoothing: Window [1,479.17, 1,481.73, 1,481.73] -> Median: 1,481.73
• Stability Filter: No change in volume.
• Usage Rate: 2.9 L/d (drain-slow, band 39.6L over 13.8d, 56 pts)
30/03/2026 23:55:37 1,481.73 1,481.73 3.1 Valid Immediate GOOD
• Smoothing: Window [1,481.73, 1,481.73, 1,476.35] -> Median: 1,481.73
• Stability Filter: No change in volume.
• Usage Rate: 3.1 L/d (drain-slow, band 41.0L over 13.8d, 56 pts)
31/03/2026 05:55:54 1,476.35 1,481.73 3.8 Valid Immediate GOOD
• Smoothing: Window [1,481.73, 1,476.35, 1,473.79] -> Median: 1,476.35
• Stability Filter: Clamped minor wobble drop of 5.4L back to stable level. Future rebound returned near baseline in 0.8d after a short wobble.
• Usage Rate: 3.8 L/d (drain-step, band 42.2L over 13.8d, 56 pts)
31/03/2026 11:56:11 1,473.79 1,481.73 4.5 Valid Immediate GOOD
• Smoothing: Window [1,476.35, 1,473.79, 1,471.23] -> Median: 1,473.79
• Stability Filter: Clamped minor wobble drop of 7.9L back to stable level. Future rebound returned near baseline in 0.5d after a short wobble.
• Usage Rate: 4.5 L/d (drain-step, band 41.0L over 13.8d, 56 pts)
31/03/2026 17:56:27 1,471.23 1,481.73 4.9 Valid Immediate GOOD
• Smoothing: Window [1,473.79, 1,471.23, 1,479.17] -> Median: 1,473.79
• Stability Filter: Clamped minor wobble drop of 7.9L back to stable level. Future rebound returned near baseline in 0.3d after a short wobble.
• Usage Rate: 4.9 L/d (drain-step, band 41.0L over 13.8d, 56 pts)
31/03/2026 23:56:43 1,479.17 1,479.17 4.5 Valid Immediate GOOD
• Smoothing: Window [1,471.23, 1,479.17, 1,479.17] -> Median: 1,479.17
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 4.5 L/d (drain-step, band 41.0L over 13.8d, 56 pts)
01/04/2026 05:57:00 1,479.17 1,479.17 3.8 Valid Immediate GOOD
• Smoothing: Window [1,479.17, 1,479.17, 1,476.35] -> Median: 1,479.17
• Stability Filter: No change in volume.
• Usage Rate: 3.8 L/d (drain-step, band 42.2L over 13.8d, 56 pts)
01/04/2026 11:57:16 1,476.35 1,476.35 3.8 Valid Immediate GOOD
• Smoothing: Window [1,479.17, 1,476.35, 1,476.35] -> Median: 1,476.35
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 3.8 L/d (drain-step, band 42.2L over 13.8d, 56 pts)
01/04/2026 17:57:32 1,476.35 1,476.35 4.2 Valid Immediate GOOD
• Smoothing: Window [1,476.35, 1,476.35, 1,473.79] -> Median: 1,476.35
• Stability Filter: No change in volume.
• Usage Rate: 4.2 L/d (drain-step, band 42.2L over 13.8d, 56 pts)
01/04/2026 23:57:48 1,473.79 1,473.79 4.2 Valid Immediate GOOD
• Smoothing: Window [1,476.35, 1,473.79, 1,473.79] -> Median: 1,473.79
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 4.2 L/d (drain-step, band 42.2L over 13.8d, 56 pts)
02/04/2026 05:58:05 1,473.79 1,473.79 4.2 Valid Immediate GOOD
• Smoothing: Window [1,473.79, 1,473.79, 1,471.23] -> Median: 1,473.79
• Stability Filter: No change in volume.
• Usage Rate: 4.2 L/d (drain-step, band 42.2L over 13.8d, 56 pts)
02/04/2026 11:58:21 1,471.23 1,471.23 3.1 Valid Immediate GOOD
• Smoothing: Window [1,473.79, 1,471.23, 1,468.42] -> Median: 1,471.23
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 3.1 L/d (drain-slow, band 41.0L over 13.8d, 56 pts)
02/04/2026 17:58:37 1,468.42 1,468.42 3.1 Valid Immediate GOOD
• Smoothing: Window [1,471.23, 1,468.42, 1,468.42] -> Median: 1,468.42
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 3.1 L/d (drain-slow, band 39.7L over 13.8d, 56 pts)
02/04/2026 23:58:53 1,468.42 1,468.42 4.5 Valid Immediate GOOD
• Smoothing: Window [1,468.42, 1,468.42, 1,481.73] -> Median: 1,468.42
• Stability Filter: No change in volume.
• Usage Rate: 4.5 L/d (drain-step, band 39.7L over 13.8d, 56 pts)
03/04/2026 05:59:09 1,481.73 1,468.42 0.0 Valid Immediate GOOD
• Smoothing: Window [1,468.42, 1,481.73, 1,468.42] -> Median: 1,468.42
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 39.7L over 13.8d, 56 pts)
03/04/2026 11:59:24 1,468.42 1,468.42 0.0 Valid Immediate GOOD
• Smoothing: Window [1,481.73, 1,468.42, 1,465.86] -> Median: 1,468.42
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 39.7L over 13.8d, 56 pts)
03/04/2026 17:59:41 1,465.86 1,465.86 0.0 Valid Immediate GOOD
• Smoothing: Window [1,468.42, 1,465.86, 1,465.86] -> Median: 1,465.86
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 0.0 L/d (flat, band 41.0L over 13.8d, 56 pts)
04/04/2026 06:00:27 1,465.86 1,465.86 3.8 Valid Immediate GOOD
• Smoothing: Window [1,465.86, 1,465.86, 1,463.30] -> Median: 1,465.86
• Stability Filter: No change in volume.
• Usage Rate: 3.8 L/d (drain-step, band 39.7L over 13.8d, 55 pts)
04/04/2026 18:01:04 1,463.30 1,465.86 3.1 Valid Immediate GOOD
• Smoothing: Window [1,465.86, 1,463.30, 1,465.86] -> Median: 1,465.86
• Stability Filter: No change in volume.
• Usage Rate: 3.1 L/d (drain-slow, band 41.7L over 13.8d, 54 pts)
05/04/2026 06:01:36 1,465.86 1,465.86 3.3 Valid Immediate GOOD
• Smoothing: Window [1,463.30, 1,465.86, 1,460.48] -> Median: 1,463.30
• Stability Filter: Median artifact detected. Rescued Raw Value (1,465.9L).
• Usage Rate: 3.3 L/d (drain-step, band 42.5L over 13.8d, 53 pts)
05/04/2026 12:01:52 1,460.48 1,465.86 3.6 Valid Immediate GOOD
• Smoothing: Window [1,465.86, 1,460.48, 1,465.86] -> Median: 1,465.86
• Stability Filter: No change in volume.
• Usage Rate: 3.6 L/d (drain-step, band 42.5L over 13.8d, 53 pts)
05/04/2026 18:02:11 1,465.86 1,463.30 3.3 Valid Immediate GOOD
• Smoothing: Window [1,460.48, 1,465.86, 1,463.30] -> Median: 1,463.30
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 3.3 L/d (drain-slow, band 44.5L over 13.8d, 53 pts)
06/04/2026 00:02:27 1,463.30 1,463.30 3.3 Valid Immediate GOOD
• Smoothing: Window [1,465.86, 1,463.30, 1,463.30] -> Median: 1,463.30
• Stability Filter: No change in volume.
• Usage Rate: 3.3 L/d (drain-slow, band 44.5L over 13.8d, 53 pts)