Tank Readings Analysis

Offline Fixture Replay
Sample S088 for tank E2D460
Glen Fuels · Alan & Janet Owens
Differs from expected baseline Mismatch: fingerprint, usage_lpd, days_remaining
baseline
Sampling Class REGULAR
Data Health 98.7%
Usage Rate (L/day) 7.8
Days Remaining 84
Weekly Consumption 65.5 L/week 9 reportable weeks / 13
Points Processed
Raw: 350
Deduped: 0

Pipeline Output (Litres)

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

Weekly Consumption Report

Average 65.5 L/week · Median 72.0 L/week · Coverage 69%
Sampling REGULAR
Data Health 98.7%
Bars are shown only for weeks with enough clean coverage. Missing or unreliable weeks are left blank.

Detected Events

Time Type Delta (L)
Mar 24 17:33 TOPUP 111
Mar 18 17:33 SUDDEN_DROP 120
Mar 04 17:33 TOPUP 108
Feb 25 11:33 TOPUP 624
Feb 23 11:33 LOW_LEVEL 288L (25%)

Pipeline Trace

[Pipeline] Starting Pipeline execution...
[StageIngestSnapshot] Loaded 350 snapshot readings.
[StageValidate] Validation complete. Invalidated: 0
[StageDedup] Removed 0 duplicates.
[StageGapAnalysis] Median Interval: 6.0h, Max Gap: 12.0h. Class: REGULAR
[StageNoise] Applied smoothing to 350 points.
[StageNoise] Applied Monotonic + Stability Filter. Clamped 2 points.
[StageMetrics] Calculated per-point usage rates.
[StageMetrics] Set Global Usage Rate to LATEST: 7.79 L/day.
[StageMetrics] Health Score: 98.7% (Good: 335, Fair: 15, Poor: 0)
[StageVisuals] Generated series. Raw: 350, Smooth: 350
[Pipeline] Pipeline completed in 506.72ms

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 05:34 - 11 Jan 23:34 804.0 732.0 -72.0 72.0 24 5.8 6.0 OK None
2026-W03 12 Jan - 18 Jan 2026 12 Jan 05:34 - 18 Jan 23:34 720.0 648.0 -72.0 72.0 28 6.8 6.0 OK None
2026-W04 19 Jan - 25 Jan 2026 19 Jan 05:34 - 25 Jan 23:34 648.0 576.0 -72.0 72.0 28 6.8 6.0 OK None
2026-W05 26 Jan - 01 Feb 2026 26 Jan 05:34 - 01 Feb 23:34 576.0 516.0 -60.0 60.0 28 6.8 6.0 OK None
2026-W06 02 Feb - 08 Feb 2026 02 Feb 05:34 - 08 Feb 23:33 504.0 444.0 -60.0 60.0 28 6.8 6.0 OK None
2026-W07 09 Feb - 15 Feb 2026 09 Feb 05:33 - 15 Feb 23:33 444.0 384.0 -60.0 60.0 28 6.8 6.0 OK None
2026-W08 16 Feb - 22 Feb 2026 16 Feb 05:33 - 22 Feb 23:33 372.0 300.0 -72.0 72.0 28 6.8 6.0 OK None
2026-W09 23 Feb - 01 Mar 2026 23 Feb 05:33 - 01 Mar 23:33 300.0 852.0 552.0 0.0 28 6.8 6.0 INSUFFICIENT Issue: Event In Week
2026-W10 02 Mar - 08 Mar 2026 02 Mar 05:33 - 08 Mar 23:33 852.0 900.0 48.0 0.0 27 6.8 12.0 INSUFFICIENT Issue: Event In Week
2026-W11 09 Mar - 15 Mar 2026 09 Mar 11:33 - 15 Mar 23:33 900.0 828.0 -72.0 72.0 24 6.5 12.0 OK None
2026-W12 16 Mar - 22 Mar 2026 16 Mar 05:33 - 22 Mar 23:33 828.0 655.3 -172.7 172.7 26 6.8 12.0 INSUFFICIENT Issue: Event In Week
2026-W13 23 Mar - 29 Mar 2026 23 Mar 05:33 - 29 Mar 23:32 655.3 707.0 51.7 0.0 26 6.8 12.0 INSUFFICIENT Issue: Event In Week
2026-W14 30 Mar - 05 Apr 2026 30 Mar 11:32 - 05 Apr 23:32 707.0 657.5 -49.6 49.6 27 6.5 6.0 OK None

Detailed Reading Analysis

Timestamp Raw (L) Smooth (L) Rate (L/d) Status Decision Speed Health Analysis Log
06/01/2026 05:34:31 804.00 804.00 - Valid Immediate GOOD
• Smoothing: Window [804.00, 804.00, 804.00] -> Median: 804.00
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
06/01/2026 11:34:30 804.00 804.00 - Valid Immediate GOOD
• Smoothing: Window [804.00, 804.00, 792.00] -> Median: 804.00
• Stability Filter: No change in volume.
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
06/01/2026 17:34:30 792.00 792.00 - 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: insufficient trend data (need >= 2 readings spanning >= 2.0d).
06/01/2026 23:34:30 792.00 792.00 - Valid Immediate GOOD
• Smoothing: Window [792.00, 792.00, 792.00] -> Median: 792.00
• Stability Filter: No change in volume.
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
07/01/2026 05:34:29 792.00 792.00 - Valid Immediate GOOD
• Smoothing: Window [792.00, 792.00, 792.00] -> Median: 792.00
• Stability Filter: No change in volume.
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
07/01/2026 11:34:29 792.00 792.00 - Valid Immediate GOOD
• Smoothing: Window [792.00, 792.00, 780.00] -> Median: 792.00
• Stability Filter: No change in volume.
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
07/01/2026 17:34:29 780.00 780.00 - 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: insufficient trend data (need >= 2 readings spanning >= 2.0d).
07/01/2026 23:34:29 780.00 780.00 - Valid Immediate GOOD
• Smoothing: Window [780.00, 780.00, 780.00] -> Median: 780.00
• Stability Filter: No change in volume.
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
08/01/2026 05:34:29 780.00 780.00 - Valid Immediate GOOD
• Smoothing: Window [780.00, 780.00, 780.00] -> Median: 780.00
• Stability Filter: No change in volume.
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
08/01/2026 11:34:28 780.00 780.00 12.0 Valid Immediate GOOD
• Smoothing: Window [780.00, 780.00, 768.00] -> Median: 780.00
• Stability Filter: No change in volume.
• Usage Rate: 12.0 L/d (drain-slow, band 9.0L over 2.2d, 10 pts)
08/01/2026 17:34:28 768.00 768.00 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 9.0L over 2.5d, 11 pts)
08/01/2026 23:34:29 768.00 768.00 14.4 Valid Immediate GOOD
• Smoothing: Window [768.00, 768.00, 768.00] -> Median: 768.00
• Stability Filter: No change in volume.
• Usage Rate: 14.4 L/d (drain-slow, band 9.0L over 2.7d, 12 pts)
09/01/2026 05:34:28 768.00 768.00 14.4 Valid Immediate GOOD
• Smoothing: Window [768.00, 768.00, 768.00] -> Median: 768.00
• Stability Filter: No change in volume.
• Usage Rate: 14.4 L/d (drain-slow, band 9.0L over 3.0d, 13 pts)
09/01/2026 11:34:27 768.00 768.00 13.1 Valid Immediate GOOD
• Smoothing: Window [768.00, 768.00, 756.00] -> Median: 768.00
• Stability Filter: No change in volume.
• Usage Rate: 13.1 L/d (drain-slow, band 9.0L over 3.2d, 14 pts)
09/01/2026 17:34:27 756.00 756.00 12.0 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: 12.0 L/d (drain-slow, band 9.0L over 3.5d, 15 pts)
09/01/2026 23:34:27 756.00 756.00 14.8 Valid Immediate GOOD
• Smoothing: Window [756.00, 756.00, 756.00] -> Median: 756.00
• Stability Filter: No change in volume.
• Usage Rate: 14.8 L/d (drain-slow, band 9.0L over 3.7d, 16 pts)
10/01/2026 05:34:27 756.00 756.00 13.7 Valid Immediate GOOD
• Smoothing: Window [756.00, 756.00, 756.00] -> Median: 756.00
• Stability Filter: No change in volume.
• Usage Rate: 13.7 L/d (drain-slow, band 9.0L over 4.0d, 17 pts)
10/01/2026 11:34:27 756.00 756.00 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 9.0L over 4.2d, 18 pts)
10/01/2026 17:34:27 744.00 744.00 11.2 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: 11.2 L/d (drain-slow, band 9.0L over 4.5d, 19 pts)
10/01/2026 23:34:29 744.00 744.00 12.0 Valid Immediate GOOD
• Smoothing: Window [744.00, 744.00, 744.00] -> Median: 744.00
• Stability Filter: No change in volume.
• Usage Rate: 12.0 L/d (drain-slow, band 9.0L over 4.7d, 20 pts)
11/01/2026 05:34:26 744.00 744.00 12.7 Valid Immediate GOOD
• Smoothing: Window [744.00, 744.00, 732.00] -> Median: 744.00
• Stability Filter: No change in volume.
• Usage Rate: 12.7 L/d (drain-slow, band 9.0L over 5.0d, 21 pts)
11/01/2026 11:34:25 732.00 732.00 12.0 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: 12.0 L/d (drain-slow, band 9.0L over 5.2d, 22 pts)
11/01/2026 17:34:25 732.00 732.00 10.7 Valid Immediate GOOD
• Smoothing: Window [732.00, 732.00, 720.00] -> Median: 732.00
• Stability Filter: No change in volume.
• Usage Rate: 10.7 L/d (drain-slow, band 9.0L over 5.5d, 23 pts)
11/01/2026 23:34:26 720.00 732.00 12.6 Valid Immediate FAIR
• Smoothing: Window [732.00, 720.00, 732.00] -> Median: 732.00
• Stability Filter: No change in volume.
• Usage Rate: 12.6 L/d (drain-slow, band 9.4L over 5.7d, 24 pts)
12/01/2026 05:34:25 732.00 720.00 12.0 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: 12.0 L/d (drain-slow, band 9.2L over 6.0d, 25 pts)
12/01/2026 11:34:24 720.00 720.00 11.4 Valid Immediate GOOD
• Smoothing: Window [732.00, 720.00, 720.00] -> Median: 720.00
• Stability Filter: No change in volume.
• Usage Rate: 11.4 L/d (drain-slow, band 9.6L over 6.2d, 26 pts)
12/01/2026 17:34:24 720.00 720.00 13.1 Valid Immediate GOOD
• Smoothing: Window [720.00, 720.00, 720.00] -> Median: 720.00
• Stability Filter: No change in volume.
• Usage Rate: 13.1 L/d (drain-slow, band 9.6L over 6.5d, 27 pts)
12/01/2026 23:34:24 720.00 720.00 13.1 Valid Immediate GOOD
• Smoothing: Window [720.00, 720.00, 720.00] -> Median: 720.00
• Stability Filter: No change in volume.
• Usage Rate: 13.1 L/d (drain-slow, band 9.4L over 6.7d, 28 pts)
13/01/2026 05:34:23 720.00 720.00 12.5 Valid Immediate GOOD
• Smoothing: Window [720.00, 720.00, 708.00] -> Median: 720.00
• Stability Filter: No change in volume.
• Usage Rate: 12.5 L/d (drain-slow, band 9.5L over 7.0d, 29 pts)
13/01/2026 11:34:23 708.00 708.00 12.0 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: 12.0 L/d (drain-slow, band 9.5L over 7.2d, 30 pts)
13/01/2026 17:34:23 708.00 708.00 11.5 Valid Immediate GOOD
• Smoothing: Window [708.00, 708.00, 708.00] -> Median: 708.00
• Stability Filter: No change in volume.
• Usage Rate: 11.5 L/d (drain-slow, band 9.5L over 7.5d, 31 pts)
13/01/2026 23:34:22 708.00 708.00 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-slow, band 9.4L over 7.7d, 32 pts)
14/01/2026 05:34:23 696.00 696.00 12.9 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: 12.9 L/d (drain-slow, band 9.6L over 8.0d, 33 pts)
14/01/2026 11:34:22 696.00 696.00 12.4 Valid Immediate GOOD
• Smoothing: Window [696.00, 696.00, 684.00] -> Median: 696.00
• Stability Filter: No change in volume.
• Usage Rate: 12.4 L/d (drain-slow, band 9.6L over 8.2d, 34 pts)
14/01/2026 17:34:22 684.00 684.00 12.0 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: 12.0 L/d (drain-slow, band 10.0L over 8.5d, 35 pts)
14/01/2026 23:34:22 684.00 684.00 13.2 Valid Immediate GOOD
• Smoothing: Window [684.00, 684.00, 684.00] -> Median: 684.00
• Stability Filter: No change in volume.
• Usage Rate: 13.2 L/d (drain-slow, band 10.9L over 8.7d, 36 pts)
15/01/2026 05:34:21 684.00 684.00 12.8 Valid Immediate GOOD
• Smoothing: Window [684.00, 684.00, 684.00] -> Median: 684.00
• Stability Filter: No change in volume.
• Usage Rate: 12.8 L/d (drain-slow, band 10.7L over 9.0d, 37 pts)
15/01/2026 11:34:21 684.00 684.00 13.6 Valid Immediate GOOD
• Smoothing: Window [684.00, 684.00, 672.00] -> Median: 684.00
• Stability Filter: No change in volume.
• Usage Rate: 13.6 L/d (drain-slow, band 10.5L over 9.2d, 38 pts)
15/01/2026 17:34:21 672.00 672.00 13.9 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: 13.9 L/d (drain-slow, band 11.6L over 9.5d, 39 pts)
15/01/2026 23:34:21 672.00 672.00 13.5 Valid Immediate GOOD
• Smoothing: Window [672.00, 672.00, 672.00] -> Median: 672.00
• Stability Filter: No change in volume.
• Usage Rate: 13.5 L/d (drain-slow, band 11.5L over 9.7d, 40 pts)
16/01/2026 05:34:21 672.00 672.00 13.1 Valid Immediate GOOD
• Smoothing: Window [672.00, 672.00, 672.00] -> Median: 672.00
• Stability Filter: No change in volume.
• Usage Rate: 13.1 L/d (drain-slow, band 11.3L over 10.0d, 41 pts)
16/01/2026 11:34:21 672.00 672.00 13.4 Valid Immediate GOOD
• Smoothing: Window [672.00, 672.00, 672.00] -> Median: 672.00
• Stability Filter: No change in volume.
• Usage Rate: 13.4 L/d (drain-slow, band 11.2L over 10.2d, 42 pts)
16/01/2026 17:34:20 672.00 672.00 14.1 Valid Immediate GOOD
• Smoothing: Window [672.00, 672.00, 660.00] -> Median: 672.00
• Stability Filter: No change in volume.
• Usage Rate: 14.1 L/d (drain-slow, band 10.7L over 10.5d, 43 pts)
16/01/2026 23:34:20 660.00 660.00 13.7 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: 13.7 L/d (drain-slow, band 11.0L over 10.7d, 44 pts)
17/01/2026 05:34:22 660.00 660.00 13.3 Valid Immediate GOOD
• Smoothing: Window [660.00, 660.00, 660.00] -> Median: 660.00
• Stability Filter: No change in volume.
• Usage Rate: 13.3 L/d (drain-slow, band 11.0L over 11.0d, 45 pts)
17/01/2026 11:34:19 660.00 660.00 13.0 Valid Immediate GOOD
• Smoothing: Window [660.00, 660.00, 660.00] -> Median: 660.00
• Stability Filter: No change in volume.
• Usage Rate: 13.0 L/d (drain-slow, band 10.4L over 11.2d, 46 pts)
17/01/2026 17:34:19 660.00 660.00 12.6 Valid Immediate GOOD
• Smoothing: Window [660.00, 660.00, 648.00] -> Median: 660.00
• Stability Filter: No change in volume.
• Usage Rate: 12.6 L/d (drain-slow, band 10.7L over 11.5d, 47 pts)
17/01/2026 23:34:19 648.00 648.00 13.3 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: 13.3 L/d (drain-slow, band 10.5L over 11.7d, 48 pts)
18/01/2026 05:34:19 648.00 648.00 13.5 Valid Immediate GOOD
• Smoothing: Window [648.00, 648.00, 648.00] -> Median: 648.00
• Stability Filter: No change in volume.
• Usage Rate: 13.5 L/d (drain-slow, band 10.3L over 12.0d, 49 pts)
18/01/2026 11:34:18 648.00 648.00 13.2 Valid Immediate GOOD
• Smoothing: Window [648.00, 648.00, 648.00] -> Median: 648.00
• Stability Filter: No change in volume.
• Usage Rate: 13.2 L/d (drain-slow, band 10.0L over 12.2d, 50 pts)
18/01/2026 17:34:18 648.00 648.00 12.9 Valid Immediate GOOD
• Smoothing: Window [648.00, 648.00, 648.00] -> Median: 648.00
• Stability Filter: No change in volume.
• Usage Rate: 12.9 L/d (drain-slow, band 10.9L over 12.5d, 51 pts)
18/01/2026 23:34:18 648.00 648.00 13.1 Valid Immediate GOOD
• Smoothing: Window [648.00, 648.00, 648.00] -> Median: 648.00
• Stability Filter: No change in volume.
• Usage Rate: 13.1 L/d (drain-slow, band 11.2L over 12.7d, 52 pts)
19/01/2026 05:34:18 648.00 648.00 13.7 Valid Immediate GOOD
• Smoothing: Window [648.00, 648.00, 648.00] -> Median: 648.00
• Stability Filter: No change in volume.
• Usage Rate: 13.7 L/d (drain-slow, band 10.8L over 13.0d, 53 pts)
19/01/2026 11:34:17 648.00 648.00 13.4 Valid Immediate GOOD
• Smoothing: Window [648.00, 648.00, 648.00] -> Median: 648.00
• Stability Filter: No change in volume.
• Usage Rate: 13.4 L/d (drain-slow, band 11.5L over 13.2d, 54 pts)
19/01/2026 17:34:17 648.00 648.00 13.1 Valid Immediate GOOD
• Smoothing: Window [648.00, 648.00, 636.00] -> Median: 648.00
• Stability Filter: No change in volume.
• Usage Rate: 13.1 L/d (drain-slow, band 12.3L over 13.5d, 55 pts)
19/01/2026 23:34:16 636.00 636.00 12.8 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: 12.8 L/d (drain-slow, band 12.9L over 13.7d, 56 pts)
20/01/2026 05:34:17 636.00 636.00 12.5 Valid Immediate GOOD
• Smoothing: Window [636.00, 636.00, 636.00] -> Median: 636.00
• Stability Filter: No change in volume.
• Usage Rate: 12.5 L/d (drain-slow, band 13.4L over 14.0d, 57 pts)
20/01/2026 11:34:16 636.00 636.00 11.5 Valid Immediate GOOD
• Smoothing: Window [636.00, 636.00, 624.00] -> Median: 636.00
• Stability Filter: No change in volume.
• Usage Rate: 11.5 L/d (drain-slow, band 14.6L over 14.0d, 57 pts)
20/01/2026 17:34:16 624.00 624.00 11.5 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: 11.5 L/d (drain-slow, band 15.4L over 14.0d, 57 pts)
20/01/2026 23:34:16 624.00 624.00 11.5 Valid Immediate GOOD
• Smoothing: Window [624.00, 624.00, 624.00] -> Median: 624.00
• Stability Filter: No change in volume.
• Usage Rate: 11.5 L/d (drain-slow, band 15.5L over 14.0d, 57 pts)
21/01/2026 05:34:15 624.00 624.00 12.5 Valid Immediate GOOD
• Smoothing: Window [624.00, 624.00, 624.00] -> Median: 624.00
• Stability Filter: No change in volume.
• Usage Rate: 12.5 L/d (drain-slow, band 15.9L over 14.0d, 57 pts)
21/01/2026 11:34:15 624.00 624.00 11.5 Valid Immediate GOOD
• Smoothing: Window [624.00, 624.00, 624.00] -> Median: 624.00
• Stability Filter: No change in volume.
• Usage Rate: 11.5 L/d (drain-slow, band 18.0L over 14.0d, 57 pts)
21/01/2026 17:34:15 624.00 624.00 11.5 Valid Immediate GOOD
• Smoothing: Window [624.00, 624.00, 612.00] -> Median: 624.00
• Stability Filter: No change in volume.
• Usage Rate: 11.5 L/d (drain-slow, band 18.0L over 14.0d, 57 pts)
21/01/2026 23:34:14 612.00 624.00 12.5 Valid Immediate FAIR
• Smoothing: Window [624.00, 612.00, 624.00] -> Median: 624.00
• Stability Filter: No change in volume.
• Usage Rate: 12.5 L/d (drain-slow, band 18.0L over 14.0d, 57 pts)
22/01/2026 05:34:14 624.00 612.00 12.5 Valid Immediate FAIR
• Smoothing: Window [612.00, 624.00, 612.00] -> Median: 612.00
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 12.5 L/d (drain-slow, band 18.0L over 14.0d, 57 pts)
22/01/2026 11:34:14 612.00 612.00 11.5 Valid Immediate GOOD
• Smoothing: Window [624.00, 612.00, 612.00] -> Median: 612.00
• Stability Filter: No change in volume.
• Usage Rate: 11.5 L/d (drain-slow, band 18.0L over 14.0d, 57 pts)
22/01/2026 17:34:13 612.00 612.00 11.5 Valid Immediate GOOD
• Smoothing: Window [612.00, 612.00, 612.00] -> Median: 612.00
• Stability Filter: No change in volume.
• Usage Rate: 11.5 L/d (drain-slow, band 17.0L over 14.0d, 57 pts)
22/01/2026 23:34:13 612.00 612.00 11.5 Valid Immediate GOOD
• Smoothing: Window [612.00, 612.00, 612.00] -> Median: 612.00
• Stability Filter: No change in volume.
• Usage Rate: 11.5 L/d (drain-slow, band 17.4L over 14.0d, 57 pts)
23/01/2026 05:34:13 612.00 612.00 11.5 Valid Immediate GOOD
• Smoothing: Window [612.00, 612.00, 612.00] -> Median: 612.00
• Stability Filter: No change in volume.
• Usage Rate: 11.5 L/d (drain-slow, band 17.6L over 14.0d, 57 pts)
23/01/2026 11:34:13 612.00 612.00 11.5 Valid Immediate GOOD
• Smoothing: Window [612.00, 612.00, 612.00] -> Median: 612.00
• Stability Filter: No change in volume.
• Usage Rate: 11.5 L/d (drain-slow, band 18.1L over 14.0d, 57 pts)
23/01/2026 17:34:12 612.00 612.00 11.5 Valid Immediate GOOD
• Smoothing: Window [612.00, 612.00, 600.00] -> Median: 612.00
• Stability Filter: No change in volume.
• Usage Rate: 11.5 L/d (drain-slow, band 18.8L over 14.0d, 57 pts)
23/01/2026 23:34:14 600.00 600.00 11.5 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: 11.5 L/d (drain-slow, band 18.7L over 14.0d, 57 pts)
24/01/2026 05:34:12 600.00 600.00 10.4 Valid Immediate GOOD
• Smoothing: Window [600.00, 600.00, 600.00] -> Median: 600.00
• Stability Filter: No change in volume.
• Usage Rate: 10.4 L/d (drain-slow, band 18.4L over 14.0d, 57 pts)
24/01/2026 11:34:12 600.00 600.00 10.4 Valid Immediate GOOD
• Smoothing: Window [600.00, 600.00, 588.00] -> Median: 600.00
• Stability Filter: No change in volume.
• Usage Rate: 10.4 L/d (drain-slow, band 18.3L over 14.0d, 57 pts)
24/01/2026 17:34:14 588.00 588.00 10.4 Valid Immediate GOOD
• Smoothing: Window [600.00, 588.00, 588.00] -> Median: 588.00
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 10.4 L/d (drain-slow, band 17.0L over 14.0d, 57 pts)
24/01/2026 23:34:11 588.00 588.00 9.4 Valid Immediate GOOD
• Smoothing: Window [588.00, 588.00, 588.00] -> Median: 588.00
• Stability Filter: No change in volume.
• Usage Rate: 9.4 L/d (drain-slow, band 16.6L over 14.0d, 57 pts)
25/01/2026 05:34:11 588.00 588.00 10.4 Valid Immediate GOOD
• Smoothing: Window [588.00, 588.00, 588.00] -> Median: 588.00
• Stability Filter: No change in volume.
• Usage Rate: 10.4 L/d (drain-slow, band 16.1L over 14.0d, 57 pts)
25/01/2026 11:34:11 588.00 588.00 10.4 Valid Immediate GOOD
• Smoothing: Window [588.00, 588.00, 588.00] -> Median: 588.00
• Stability Filter: No change in volume.
• Usage Rate: 10.4 L/d (drain-slow, band 15.8L over 14.0d, 57 pts)
25/01/2026 17:34:10 588.00 588.00 10.4 Valid Immediate GOOD
• Smoothing: Window [588.00, 588.00, 576.00] -> Median: 588.00
• Stability Filter: No change in volume.
• Usage Rate: 10.4 L/d (drain-slow, band 16.3L over 14.0d, 57 pts)
25/01/2026 23:34:10 576.00 576.00 11.5 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: 11.5 L/d (drain-slow, band 15.3L over 14.0d, 57 pts)
26/01/2026 05:34:10 576.00 576.00 10.4 Valid Immediate GOOD
• Smoothing: Window [576.00, 576.00, 576.00] -> Median: 576.00
• Stability Filter: No change in volume.
• Usage Rate: 10.4 L/d (drain-slow, band 15.3L over 14.0d, 57 pts)
26/01/2026 11:34:10 576.00 576.00 10.4 Valid Immediate GOOD
• Smoothing: Window [576.00, 576.00, 576.00] -> Median: 576.00
• Stability Filter: No change in volume.
• Usage Rate: 10.4 L/d (drain-slow, band 15.4L over 14.0d, 57 pts)
26/01/2026 17:34:09 576.00 576.00 10.4 Valid Immediate GOOD
• Smoothing: Window [576.00, 576.00, 564.00] -> Median: 576.00
• Stability Filter: No change in volume.
• Usage Rate: 10.4 L/d (drain-slow, band 13.9L over 14.0d, 57 pts)
26/01/2026 23:34:09 564.00 576.00 9.4 Valid Immediate FAIR
• Smoothing: Window [576.00, 564.00, 576.00] -> Median: 576.00
• Stability Filter: No change in volume.
• Usage Rate: 9.4 L/d (drain-slow, band 14.4L over 14.0d, 57 pts)
27/01/2026 05:34:08 576.00 564.00 10.4 Valid Immediate FAIR
• Smoothing: Window [564.00, 576.00, 564.00] -> Median: 564.00
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 10.4 L/d (drain-slow, band 14.4L over 14.0d, 57 pts)
27/01/2026 11:34:08 564.00 564.00 9.4 Valid Immediate GOOD
• Smoothing: Window [576.00, 564.00, 564.00] -> Median: 564.00
• Stability Filter: No change in volume.
• Usage Rate: 9.4 L/d (drain-slow, band 14.4L over 14.0d, 57 pts)
27/01/2026 17:34:08 564.00 564.00 9.4 Valid Immediate GOOD
• Smoothing: Window [564.00, 564.00, 552.00] -> Median: 564.00
• Stability Filter: No change in volume.
• Usage Rate: 9.4 L/d (drain-slow, band 14.4L over 14.0d, 57 pts)
27/01/2026 23:34:08 552.00 564.00 9.4 Valid Immediate FAIR
• Smoothing: Window [564.00, 552.00, 564.00] -> Median: 564.00
• Stability Filter: No change in volume.
• Usage Rate: 9.4 L/d (drain-slow, band 13.0L over 14.0d, 57 pts)
28/01/2026 05:34:07 564.00 552.00 9.4 Valid Immediate FAIR
• Smoothing: Window [552.00, 564.00, 552.00] -> Median: 552.00
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 9.4 L/d (drain-slow, band 12.0L over 14.0d, 57 pts)
28/01/2026 11:34:07 552.00 552.00 9.4 Valid Immediate GOOD
• Smoothing: Window [564.00, 552.00, 552.00] -> Median: 552.00
• Stability Filter: No change in volume.
• Usage Rate: 9.4 L/d (drain-slow, band 12.0L over 14.0d, 57 pts)
28/01/2026 17:34:07 552.00 552.00 9.4 Valid Immediate GOOD
• Smoothing: Window [552.00, 552.00, 552.00] -> Median: 552.00
• Stability Filter: No change in volume.
• Usage Rate: 9.4 L/d (drain-slow, band 11.2L over 14.0d, 57 pts)
28/01/2026 23:34:07 552.00 552.00 9.4 Valid Immediate GOOD
• Smoothing: Window [552.00, 552.00, 552.00] -> Median: 552.00
• Stability Filter: No change in volume.
• Usage Rate: 9.4 L/d (drain-slow, band 12.0L over 14.0d, 57 pts)
29/01/2026 05:34:06 552.00 552.00 9.4 Valid Immediate GOOD
• Smoothing: Window [552.00, 552.00, 552.00] -> Median: 552.00
• Stability Filter: No change in volume.
• Usage Rate: 9.4 L/d (drain-slow, band 12.0L over 14.0d, 57 pts)
29/01/2026 11:34:07 552.00 552.00 10.4 Valid Immediate GOOD
• Smoothing: Window [552.00, 552.00, 540.00] -> Median: 552.00
• Stability Filter: No change in volume.
• Usage Rate: 10.4 L/d (drain-slow, band 11.2L over 14.0d, 57 pts)
29/01/2026 17:34:06 540.00 540.00 9.4 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: 9.4 L/d (drain-slow, band 11.3L over 14.0d, 57 pts)
29/01/2026 23:34:05 540.00 540.00 9.4 Valid Immediate GOOD
• Smoothing: Window [540.00, 540.00, 540.00] -> Median: 540.00
• Stability Filter: No change in volume.
• Usage Rate: 9.4 L/d (drain-slow, band 12.0L over 14.0d, 57 pts)
30/01/2026 05:34:05 540.00 540.00 9.4 Valid Immediate GOOD
• Smoothing: Window [540.00, 540.00, 540.00] -> Median: 540.00
• Stability Filter: No change in volume.
• Usage Rate: 9.4 L/d (drain-slow, band 12.0L over 14.0d, 57 pts)
30/01/2026 11:34:05 540.00 540.00 9.4 Valid Immediate GOOD
• Smoothing: Window [540.00, 540.00, 540.00] -> Median: 540.00
• Stability Filter: No change in volume.
• Usage Rate: 9.4 L/d (drain-slow, band 12.0L over 14.0d, 57 pts)
30/01/2026 17:34:05 540.00 540.00 8.3 Valid Immediate GOOD
• Smoothing: Window [540.00, 540.00, 528.00] -> Median: 540.00
• Stability Filter: No change in volume.
• Usage Rate: 8.3 L/d (drain-slow, band 12.0L over 14.0d, 57 pts)
30/01/2026 23:34:05 528.00 528.00 9.4 Valid Immediate GOOD
• Smoothing: Window [540.00, 528.00, 528.00] -> Median: 528.00
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 9.4 L/d (drain-slow, band 12.0L over 14.0d, 57 pts)
31/01/2026 05:34:04 528.00 528.00 9.4 Valid Immediate GOOD
• Smoothing: Window [528.00, 528.00, 528.00] -> Median: 528.00
• Stability Filter: No change in volume.
• Usage Rate: 9.4 L/d (drain-slow, band 10.6L over 14.0d, 57 pts)
31/01/2026 11:34:07 528.00 528.00 9.4 Valid Immediate GOOD
• Smoothing: Window [528.00, 528.00, 528.00] -> Median: 528.00
• Stability Filter: No change in volume.
• Usage Rate: 9.4 L/d (drain-slow, band 10.6L over 14.0d, 57 pts)
31/01/2026 17:34:04 528.00 528.00 9.4 Valid Immediate GOOD
• Smoothing: Window [528.00, 528.00, 516.00] -> Median: 528.00
• Stability Filter: No change in volume.
• Usage Rate: 9.4 L/d (drain-slow, band 10.6L over 14.0d, 57 pts)
31/01/2026 23:34:03 516.00 516.00 9.4 Valid Immediate GOOD
• Smoothing: Window [528.00, 516.00, 516.00] -> Median: 516.00
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 9.4 L/d (drain-slow, band 12.0L over 14.0d, 57 pts)
01/02/2026 05:34:03 516.00 516.00 10.4 Valid Immediate GOOD
• Smoothing: Window [516.00, 516.00, 516.00] -> Median: 516.00
• Stability Filter: No change in volume.
• Usage Rate: 10.4 L/d (drain-slow, band 10.6L over 14.0d, 57 pts)
01/02/2026 11:34:02 516.00 516.00 10.4 Valid Immediate GOOD
• Smoothing: Window [516.00, 516.00, 516.00] -> Median: 516.00
• Stability Filter: No change in volume.
• Usage Rate: 10.4 L/d (drain-slow, band 9.6L over 14.0d, 57 pts)
01/02/2026 17:34:02 516.00 516.00 9.4 Valid Immediate GOOD
• Smoothing: Window [516.00, 516.00, 504.00] -> Median: 516.00
• Stability Filter: No change in volume.
• Usage Rate: 9.4 L/d (drain-slow, band 9.6L over 14.0d, 57 pts)
01/02/2026 23:34:02 504.00 516.00 9.4 Valid Immediate FAIR
• Smoothing: Window [516.00, 504.00, 516.00] -> Median: 516.00
• Stability Filter: No change in volume.
• Usage Rate: 9.4 L/d (drain-slow, band 11.6L over 14.0d, 57 pts)
02/02/2026 05:34:02 516.00 504.00 10.4 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: 10.4 L/d (drain-slow, band 10.6L over 14.0d, 57 pts)
02/02/2026 11:34:01 504.00 504.00 9.4 Valid Immediate GOOD
• Smoothing: Window [516.00, 504.00, 504.00] -> Median: 504.00
• Stability Filter: No change in volume.
• Usage Rate: 9.4 L/d (drain-slow, band 11.7L over 14.0d, 57 pts)
02/02/2026 17:34:01 504.00 504.00 9.4 Valid Immediate GOOD
• Smoothing: Window [504.00, 504.00, 504.00] -> Median: 504.00
• Stability Filter: No change in volume.
• Usage Rate: 9.4 L/d (drain-slow, band 10.6L over 14.0d, 57 pts)
02/02/2026 23:34:01 504.00 504.00 9.4 Valid Immediate GOOD
• Smoothing: Window [504.00, 504.00, 504.00] -> Median: 504.00
• Stability Filter: No change in volume.
• Usage Rate: 9.4 L/d (drain-slow, band 10.6L over 14.0d, 57 pts)
03/02/2026 05:34:01 504.00 504.00 9.4 Valid Immediate GOOD
• Smoothing: Window [504.00, 504.00, 504.00] -> Median: 504.00
• Stability Filter: No change in volume.
• Usage Rate: 9.4 L/d (drain-slow, band 10.6L over 14.0d, 57 pts)
03/02/2026 11:34:00 504.00 504.00 10.4 Valid Immediate GOOD
• Smoothing: Window [504.00, 504.00, 492.00] -> Median: 504.00
• Stability Filter: No change in volume.
• Usage Rate: 10.4 L/d (drain-slow, band 10.6L over 14.0d, 57 pts)
03/02/2026 17:34:00 492.00 492.00 10.4 Valid Immediate GOOD
• Smoothing: Window [504.00, 492.00, 492.00] -> Median: 492.00
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 10.4 L/d (drain-slow, band 10.6L over 14.0d, 57 pts)
03/02/2026 23:33:59 492.00 492.00 9.4 Valid Immediate GOOD
• Smoothing: Window [492.00, 492.00, 492.00] -> Median: 492.00
• Stability Filter: No change in volume.
• Usage Rate: 9.4 L/d (drain-slow, band 9.6L over 14.0d, 57 pts)
04/02/2026 05:34:00 492.00 492.00 9.4 Valid Immediate GOOD
• Smoothing: Window [492.00, 492.00, 492.00] -> Median: 492.00
• Stability Filter: No change in volume.
• Usage Rate: 9.4 L/d (drain-slow, band 9.6L over 14.0d, 57 pts)
04/02/2026 11:33:59 492.00 492.00 9.4 Valid Immediate GOOD
• Smoothing: Window [492.00, 492.00, 492.00] -> Median: 492.00
• Stability Filter: No change in volume.
• Usage Rate: 9.4 L/d (drain-slow, band 9.6L over 14.0d, 57 pts)
04/02/2026 17:33:59 492.00 492.00 9.4 Valid Immediate GOOD
• Smoothing: Window [492.00, 492.00, 480.00] -> Median: 492.00
• Stability Filter: No change in volume.
• Usage Rate: 9.4 L/d (drain-slow, band 9.6L over 14.0d, 57 pts)
04/02/2026 23:33:59 480.00 480.00 10.4 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: 10.4 L/d (drain-slow, band 9.6L over 14.0d, 57 pts)
05/02/2026 05:33:59 480.00 480.00 10.4 Valid Immediate GOOD
• Smoothing: Window [480.00, 480.00, 480.00] -> Median: 480.00
• Stability Filter: No change in volume.
• Usage Rate: 10.4 L/d (drain-slow, band 10.9L over 14.0d, 57 pts)
05/02/2026 11:33:58 480.00 480.00 10.4 Valid Immediate GOOD
• Smoothing: Window [480.00, 480.00, 480.00] -> Median: 480.00
• Stability Filter: No change in volume.
• Usage Rate: 10.4 L/d (drain-slow, band 9.6L over 14.0d, 57 pts)
05/02/2026 17:33:57 480.00 480.00 9.4 Valid Immediate GOOD
• Smoothing: Window [480.00, 480.00, 468.00] -> Median: 480.00
• Stability Filter: No change in volume.
• Usage Rate: 9.4 L/d (drain-slow, band 9.6L over 14.0d, 57 pts)
05/02/2026 23:33:58 468.00 480.00 9.4 Valid Immediate FAIR
• Smoothing: Window [480.00, 468.00, 480.00] -> Median: 480.00
• Stability Filter: No change in volume.
• Usage Rate: 9.4 L/d (drain-slow, band 10.8L over 14.0d, 57 pts)
06/02/2026 05:33:57 480.00 480.00 10.4 Valid Immediate GOOD
• Smoothing: Window [468.00, 480.00, 480.00] -> Median: 480.00
• Stability Filter: No change in volume.
• Usage Rate: 10.4 L/d (drain-slow, band 9.6L over 14.0d, 57 pts)
06/02/2026 11:33:57 480.00 480.00 9.4 Valid Immediate GOOD
• Smoothing: Window [480.00, 480.00, 468.00] -> Median: 480.00
• Stability Filter: No change in volume.
• Usage Rate: 9.4 L/d (drain-slow, band 9.6L over 14.0d, 57 pts)
06/02/2026 17:33:56 468.00 468.00 9.4 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: 9.4 L/d (drain-slow, band 9.6L over 14.0d, 57 pts)
06/02/2026 23:33:57 468.00 468.00 9.4 Valid Immediate GOOD
• Smoothing: Window [468.00, 468.00, 468.00] -> Median: 468.00
• Stability Filter: No change in volume.
• Usage Rate: 9.4 L/d (drain-slow, band 9.6L over 14.0d, 57 pts)
07/02/2026 05:33:56 468.00 468.00 9.4 Valid Immediate GOOD
• Smoothing: Window [468.00, 468.00, 468.00] -> Median: 468.00
• Stability Filter: No change in volume.
• Usage Rate: 9.4 L/d (drain-slow, band 9.6L over 14.0d, 57 pts)
07/02/2026 11:33:56 468.00 468.00 9.4 Valid Immediate GOOD
• Smoothing: Window [468.00, 468.00, 456.00] -> Median: 468.00
• Stability Filter: No change in volume.
• Usage Rate: 9.4 L/d (drain-slow, band 9.6L over 14.0d, 57 pts)
07/02/2026 17:33:56 456.00 456.00 9.4 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: 9.4 L/d (drain-slow, band 9.6L over 14.0d, 57 pts)
07/02/2026 23:33:55 456.00 456.00 9.4 Valid Immediate GOOD
• Smoothing: Window [456.00, 456.00, 456.00] -> Median: 456.00
• Stability Filter: No change in volume.
• Usage Rate: 9.4 L/d (drain-slow, band 9.6L over 14.0d, 57 pts)
08/02/2026 05:33:55 456.00 456.00 9.4 Valid Immediate GOOD
• Smoothing: Window [456.00, 456.00, 456.00] -> Median: 456.00
• Stability Filter: No change in volume.
• Usage Rate: 9.4 L/d (drain-slow, band 9.6L over 14.0d, 57 pts)
08/02/2026 11:33:55 456.00 456.00 9.4 Valid Immediate GOOD
• Smoothing: Window [456.00, 456.00, 444.00] -> Median: 456.00
• Stability Filter: No change in volume.
• Usage Rate: 9.4 L/d (drain-slow, band 10.7L over 14.0d, 57 pts)
08/02/2026 17:33:54 444.00 444.00 9.4 Valid Immediate GOOD
• Smoothing: Window [456.00, 444.00, 444.00] -> Median: 444.00
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 9.4 L/d (drain-slow, band 9.6L over 14.0d, 57 pts)
08/02/2026 23:33:54 444.00 444.00 9.4 Valid Immediate GOOD
• Smoothing: Window [444.00, 444.00, 444.00] -> Median: 444.00
• Stability Filter: No change in volume.
• Usage Rate: 9.4 L/d (drain-slow, band 11.0L over 14.0d, 57 pts)
09/02/2026 05:33:54 444.00 444.00 9.4 Valid Immediate GOOD
• Smoothing: Window [444.00, 444.00, 444.00] -> Median: 444.00
• Stability Filter: No change in volume.
• Usage Rate: 9.4 L/d (drain-slow, band 9.6L over 14.0d, 57 pts)
09/02/2026 11:33:54 444.00 444.00 9.4 Valid Immediate GOOD
• Smoothing: Window [444.00, 444.00, 444.00] -> Median: 444.00
• Stability Filter: No change in volume.
• Usage Rate: 9.4 L/d (drain-slow, band 9.6L over 14.0d, 57 pts)
09/02/2026 17:33:53 444.00 444.00 9.4 Valid Immediate GOOD
• Smoothing: Window [444.00, 444.00, 444.00] -> Median: 444.00
• Stability Filter: No change in volume.
• Usage Rate: 9.4 L/d (drain-slow, band 11.0L over 14.0d, 57 pts)
09/02/2026 23:33:53 444.00 444.00 9.4 Valid Immediate GOOD
• Smoothing: Window [444.00, 444.00, 444.00] -> Median: 444.00
• Stability Filter: No change in volume.
• Usage Rate: 9.4 L/d (drain-slow, band 11.0L over 14.0d, 57 pts)
10/02/2026 05:33:53 444.00 444.00 9.4 Valid Immediate GOOD
• Smoothing: Window [444.00, 444.00, 444.00] -> Median: 444.00
• Stability Filter: No change in volume.
• Usage Rate: 9.4 L/d (drain-slow, band 11.1L over 14.0d, 57 pts)
10/02/2026 11:33:52 444.00 444.00 9.4 Valid Immediate GOOD
• Smoothing: Window [444.00, 444.00, 432.00] -> Median: 444.00
• Stability Filter: No change in volume.
• Usage Rate: 9.4 L/d (drain-slow, band 11.3L over 14.0d, 57 pts)
10/02/2026 17:33:52 432.00 432.00 9.4 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: 9.4 L/d (drain-slow, band 11.3L over 14.0d, 57 pts)
10/02/2026 23:33:52 432.00 432.00 9.4 Valid Immediate GOOD
• Smoothing: Window [432.00, 432.00, 432.00] -> Median: 432.00
• Stability Filter: No change in volume.
• Usage Rate: 9.4 L/d (drain-slow, band 11.3L over 14.0d, 57 pts)
11/02/2026 05:33:52 432.00 432.00 9.4 Valid Immediate GOOD
• Smoothing: Window [432.00, 432.00, 432.00] -> Median: 432.00
• Stability Filter: No change in volume.
• Usage Rate: 9.4 L/d (drain-slow, band 11.1L over 14.0d, 57 pts)
11/02/2026 11:33:51 432.00 432.00 8.3 Valid Immediate GOOD
• Smoothing: Window [432.00, 432.00, 432.00] -> Median: 432.00
• Stability Filter: No change in volume.
• Usage Rate: 8.3 L/d (drain-slow, band 10.8L over 14.0d, 57 pts)
11/02/2026 17:33:51 432.00 432.00 8.3 Valid Immediate GOOD
• Smoothing: Window [432.00, 432.00, 420.00] -> Median: 432.00
• Stability Filter: No change in volume.
• Usage Rate: 8.3 L/d (drain-slow, band 10.8L over 14.0d, 57 pts)
11/02/2026 23:33:50 420.00 420.00 9.4 Valid Immediate GOOD
• Smoothing: Window [432.00, 420.00, 420.00] -> Median: 420.00
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 9.4 L/d (drain-slow, band 10.8L over 14.0d, 57 pts)
12/02/2026 05:33:51 420.00 420.00 9.4 Valid Immediate GOOD
• Smoothing: Window [420.00, 420.00, 420.00] -> Median: 420.00
• Stability Filter: No change in volume.
• Usage Rate: 9.4 L/d (drain-slow, band 10.8L over 14.0d, 57 pts)
12/02/2026 11:33:50 420.00 420.00 9.4 Valid Immediate GOOD
• Smoothing: Window [420.00, 420.00, 420.00] -> Median: 420.00
• Stability Filter: No change in volume.
• Usage Rate: 9.4 L/d (drain-slow, band 10.8L over 14.0d, 57 pts)
12/02/2026 17:33:50 420.00 420.00 8.3 Valid Immediate GOOD
• Smoothing: Window [420.00, 420.00, 420.00] -> Median: 420.00
• Stability Filter: No change in volume.
• Usage Rate: 8.3 L/d (drain-slow, band 10.7L over 14.0d, 57 pts)
12/02/2026 23:33:50 420.00 420.00 8.3 Valid Immediate GOOD
• Smoothing: Window [420.00, 420.00, 420.00] -> Median: 420.00
• Stability Filter: No change in volume.
• Usage Rate: 8.3 L/d (drain-slow, band 10.7L over 14.0d, 57 pts)
13/02/2026 05:33:49 420.00 420.00 9.4 Valid Immediate GOOD
• Smoothing: Window [420.00, 420.00, 420.00] -> Median: 420.00
• Stability Filter: No change in volume.
• Usage Rate: 9.4 L/d (drain-slow, band 10.7L over 14.0d, 57 pts)
13/02/2026 11:33:49 420.00 420.00 9.4 Valid Immediate GOOD
• Smoothing: Window [420.00, 420.00, 408.00] -> Median: 420.00
• Stability Filter: No change in volume.
• Usage Rate: 9.4 L/d (drain-slow, band 11.3L over 14.0d, 57 pts)
13/02/2026 17:33:49 408.00 408.00 8.3 Valid Immediate GOOD
• Smoothing: Window [420.00, 408.00, 408.00] -> Median: 408.00
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 8.3 L/d (drain-slow, band 10.7L over 14.0d, 57 pts)
13/02/2026 23:33:49 408.00 408.00 8.3 Valid Immediate GOOD
• Smoothing: Window [408.00, 408.00, 408.00] -> Median: 408.00
• Stability Filter: No change in volume.
• Usage Rate: 8.3 L/d (drain-slow, band 10.9L over 14.0d, 57 pts)
14/02/2026 05:33:48 408.00 408.00 8.3 Valid Immediate GOOD
• Smoothing: Window [408.00, 408.00, 408.00] -> Median: 408.00
• Stability Filter: No change in volume.
• Usage Rate: 8.3 L/d (drain-slow, band 10.9L over 14.0d, 57 pts)
14/02/2026 11:33:48 408.00 408.00 8.3 Valid Immediate GOOD
• Smoothing: Window [408.00, 408.00, 396.00] -> Median: 408.00
• Stability Filter: No change in volume.
• Usage Rate: 8.3 L/d (drain-slow, band 10.9L over 14.0d, 57 pts)
14/02/2026 17:33:48 396.00 396.00 8.3 Valid Immediate GOOD
• Smoothing: Window [408.00, 396.00, 384.00] -> Median: 396.00
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 8.3 L/d (drain-slow, band 11.1L over 14.0d, 57 pts)
14/02/2026 23:33:47 384.00 384.00 8.3 Valid Immediate GOOD
• Smoothing: Window [396.00, 384.00, 384.00] -> Median: 384.00
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 8.3 L/d (drain-slow, band 11.1L over 14.0d, 57 pts)
15/02/2026 05:33:47 384.00 384.00 8.3 Valid Immediate GOOD
• Smoothing: Window [384.00, 384.00, 384.00] -> Median: 384.00
• Stability Filter: No change in volume.
• Usage Rate: 8.3 L/d (drain-slow, band 11.3L over 14.0d, 57 pts)
15/02/2026 11:33:47 384.00 384.00 8.3 Valid Immediate GOOD
• Smoothing: Window [384.00, 384.00, 384.00] -> Median: 384.00
• Stability Filter: No change in volume.
• Usage Rate: 8.3 L/d (drain-slow, band 12.4L over 14.0d, 57 pts)
15/02/2026 17:33:47 384.00 384.00 8.3 Valid Immediate GOOD
• Smoothing: Window [384.00, 384.00, 384.00] -> Median: 384.00
• Stability Filter: No change in volume.
• Usage Rate: 8.3 L/d (drain-slow, band 13.1L over 14.0d, 57 pts)
15/02/2026 23:33:46 384.00 384.00 9.4 Valid Immediate GOOD
• Smoothing: Window [384.00, 384.00, 372.00] -> Median: 384.00
• Stability Filter: No change in volume.
• Usage Rate: 9.4 L/d (drain-slow, band 13.1L over 14.0d, 57 pts)
16/02/2026 05:33:46 372.00 372.00 10.4 Valid Immediate GOOD
• Smoothing: Window [384.00, 372.00, 372.00] -> Median: 372.00
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 10.4 L/d (drain-slow, band 12.9L over 14.0d, 57 pts)
16/02/2026 11:33:46 372.00 372.00 9.4 Valid Immediate GOOD
• Smoothing: Window [372.00, 372.00, 372.00] -> Median: 372.00
• Stability Filter: No change in volume.
• Usage Rate: 9.4 L/d (drain-slow, band 14.1L over 14.0d, 57 pts)
16/02/2026 17:33:46 372.00 372.00 9.4 Valid Immediate GOOD
• Smoothing: Window [372.00, 372.00, 372.00] -> Median: 372.00
• Stability Filter: No change in volume.
• Usage Rate: 9.4 L/d (drain-slow, band 14.5L over 14.0d, 57 pts)
16/02/2026 23:33:45 372.00 372.00 9.4 Valid Immediate GOOD
• Smoothing: Window [372.00, 372.00, 372.00] -> Median: 372.00
• Stability Filter: No change in volume.
• Usage Rate: 9.4 L/d (drain-slow, band 14.4L over 14.0d, 57 pts)
17/02/2026 05:33:45 372.00 372.00 9.4 Valid Immediate GOOD
• Smoothing: Window [372.00, 372.00, 372.00] -> Median: 372.00
• Stability Filter: No change in volume.
• Usage Rate: 9.4 L/d (drain-slow, band 14.2L over 14.0d, 57 pts)
17/02/2026 11:33:45 372.00 372.00 10.4 Valid Immediate GOOD
• Smoothing: Window [372.00, 372.00, 360.00] -> Median: 372.00
• Stability Filter: No change in volume.
• Usage Rate: 10.4 L/d (drain-slow, band 14.4L over 14.0d, 57 pts)
17/02/2026 17:33:44 360.00 360.00 9.4 Valid Immediate GOOD
• Smoothing: Window [372.00, 360.00, 360.00] -> Median: 360.00
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 9.4 L/d (drain-slow, band 15.3L over 14.0d, 57 pts)
17/02/2026 23:33:44 360.00 360.00 9.4 Valid Immediate GOOD
• Smoothing: Window [360.00, 360.00, 360.00] -> Median: 360.00
• Stability Filter: No change in volume.
• Usage Rate: 9.4 L/d (drain-slow, band 14.9L over 14.0d, 57 pts)
18/02/2026 05:33:44 360.00 360.00 9.4 Valid Immediate GOOD
• Smoothing: Window [360.00, 360.00, 360.00] -> Median: 360.00
• Stability Filter: No change in volume.
• Usage Rate: 9.4 L/d (drain-slow, band 15.0L over 14.0d, 57 pts)
18/02/2026 11:33:44 360.00 360.00 9.4 Valid Immediate GOOD
• Smoothing: Window [360.00, 360.00, 348.00] -> Median: 360.00
• Stability Filter: No change in volume.
• Usage Rate: 9.4 L/d (drain-slow, band 14.4L over 14.0d, 57 pts)
18/02/2026 17:33:44 348.00 348.00 9.4 Valid Immediate GOOD
• Smoothing: Window [360.00, 348.00, 336.00] -> Median: 348.00
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 9.4 L/d (drain-slow, band 15.4L over 14.0d, 57 pts)
18/02/2026 23:33:43 336.00 336.00 10.4 Valid Immediate GOOD
• Smoothing: Window [348.00, 336.00, 336.00] -> Median: 336.00
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 10.4 L/d (drain-slow, band 16.8L over 14.0d, 57 pts)
19/02/2026 05:33:43 336.00 336.00 9.4 Valid Immediate GOOD
• Smoothing: Window [336.00, 336.00, 336.00] -> Median: 336.00
• Stability Filter: No change in volume.
• Usage Rate: 9.4 L/d (drain-slow, band 16.8L over 14.0d, 57 pts)
19/02/2026 11:33:43 336.00 336.00 9.4 Valid Immediate GOOD
• Smoothing: Window [336.00, 336.00, 336.00] -> Median: 336.00
• Stability Filter: No change in volume.
• Usage Rate: 9.4 L/d (drain-slow, band 16.8L over 14.0d, 57 pts)
19/02/2026 17:33:43 336.00 336.00 9.4 Valid Immediate GOOD
• Smoothing: Window [336.00, 336.00, 324.00] -> Median: 336.00
• Stability Filter: No change in volume.
• Usage Rate: 9.4 L/d (drain-slow, band 16.1L over 14.0d, 57 pts)
19/02/2026 23:33:42 324.00 324.00 10.4 Valid Immediate GOOD
• Smoothing: Window [336.00, 324.00, 324.00] -> Median: 324.00
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 10.4 L/d (drain-slow, band 16.6L over 14.0d, 57 pts)
20/02/2026 05:33:42 324.00 324.00 11.5 Valid Immediate GOOD
• Smoothing: Window [324.00, 324.00, 324.00] -> Median: 324.00
• Stability Filter: No change in volume.
• Usage Rate: 11.5 L/d (drain-slow, band 16.1L over 14.0d, 57 pts)
20/02/2026 11:33:42 324.00 324.00 10.4 Valid Immediate GOOD
• Smoothing: Window [324.00, 324.00, 312.00] -> Median: 324.00
• Stability Filter: No change in volume.
• Usage Rate: 10.4 L/d (drain-slow, band 17.0L over 14.0d, 57 pts)
20/02/2026 17:33:42 312.00 312.00 10.4 Valid Immediate GOOD
• Smoothing: Window [324.00, 312.00, 312.00] -> Median: 312.00
• Stability Filter: Accepted drop. Future rise is Real Top-up (Ended 576.0L higher). Drop accepted.
• Usage Rate: 10.4 L/d (drain-slow, band 17.7L over 14.0d, 57 pts)
20/02/2026 23:33:41 312.00 312.00 10.4 Valid Immediate GOOD
• Smoothing: Window [312.00, 312.00, 312.00] -> Median: 312.00
• Stability Filter: No change in volume.
• Usage Rate: 10.4 L/d (drain-slow, band 18.4L over 14.0d, 57 pts)
21/02/2026 05:33:41 312.00 312.00 11.5 Valid Immediate GOOD
• Smoothing: Window [312.00, 312.00, 312.00] -> Median: 312.00
• Stability Filter: No change in volume.
• Usage Rate: 11.5 L/d (drain-slow, band 19.2L over 14.0d, 57 pts)
21/02/2026 11:33:41 312.00 312.00 10.4 Valid Immediate GOOD
• Smoothing: Window [312.00, 312.00, 300.00] -> Median: 312.00
• Stability Filter: No change in volume.
• Usage Rate: 10.4 L/d (drain-slow, band 19.0L over 14.0d, 57 pts)
21/02/2026 17:33:41 300.00 300.00 10.4 Valid Immediate GOOD
• Smoothing: Window [312.00, 300.00, 300.00] -> Median: 300.00
• Stability Filter: Accepted drop. Future rise is Real Top-up (Ended 588.0L higher). Drop accepted.
• Usage Rate: 10.4 L/d (drain-slow, band 19.8L over 14.0d, 57 pts)
21/02/2026 23:33:40 300.00 300.00 11.5 Valid Immediate GOOD
• Smoothing: Window [300.00, 300.00, 300.00] -> Median: 300.00
• Stability Filter: No change in volume.
• Usage Rate: 11.5 L/d (drain-slow, band 19.2L over 14.0d, 57 pts)
22/02/2026 05:33:39 300.00 300.00 11.5 Valid Immediate GOOD
• Smoothing: Window [300.00, 300.00, 300.00] -> Median: 300.00
• Stability Filter: No change in volume.
• Usage Rate: 11.5 L/d (drain-slow, band 18.9L over 14.0d, 57 pts)
22/02/2026 11:33:39 300.00 300.00 11.5 Valid Immediate GOOD
• Smoothing: Window [300.00, 300.00, 300.00] -> Median: 300.00
• Stability Filter: No change in volume.
• Usage Rate: 11.5 L/d (drain-slow, band 18.0L over 14.0d, 57 pts)
22/02/2026 17:33:39 300.00 300.00 11.5 Valid Immediate GOOD
• Smoothing: Window [300.00, 300.00, 300.00] -> Median: 300.00
• Stability Filter: No change in volume.
• Usage Rate: 11.5 L/d (drain-slow, band 17.7L over 14.0d, 57 pts)
22/02/2026 23:33:38 300.00 300.00 12.5 Valid Immediate GOOD
• Smoothing: Window [300.00, 300.00, 300.00] -> Median: 300.00
• Stability Filter: No change in volume.
• Usage Rate: 12.5 L/d (drain-slow, band 16.6L over 14.0d, 57 pts)
23/02/2026 05:33:38 300.00 300.00 12.5 Valid Immediate GOOD
• Smoothing: Window [300.00, 300.00, 288.00] -> Median: 300.00
• Stability Filter: No change in volume.
• Usage Rate: 12.5 L/d (drain-slow, band 16.5L over 14.0d, 57 pts)
23/02/2026 11:33:38 288.00 288.00 11.5 Threshold Alert Immediate GOOD
• Smoothing: Window [300.00, 288.00, 288.00] -> Median: 288.00
• Stability Filter: Accepted drop. Future rise is Real Top-up (Ended 600.0L higher). Drop accepted.
• Event: Tank Level below 25% (288L < 300L).
• Usage Rate: 11.5 L/d (drain-slow, band 15.0L over 14.0d, 57 pts)
23/02/2026 17:33:37 288.00 288.00 11.5 Valid Immediate GOOD
• Smoothing: Window [288.00, 288.00, 288.00] -> Median: 288.00
• Stability Filter: No change in volume.
• Usage Rate: 11.5 L/d (drain-slow, band 15.0L over 14.0d, 57 pts)
23/02/2026 23:33:37 288.00 288.00 11.5 Valid Immediate GOOD
• Smoothing: Window [288.00, 288.00, 276.00] -> Median: 288.00
• Stability Filter: No change in volume.
• Usage Rate: 11.5 L/d (drain-slow, band 15.0L over 14.0d, 57 pts)
24/02/2026 05:33:37 276.00 276.00 11.5 Valid Immediate GOOD
• Smoothing: Window [288.00, 276.00, 276.00] -> Median: 276.00
• Stability Filter: Accepted drop. Future rise is Real Top-up (Ended 612.0L higher). Drop accepted.
• Usage Rate: 11.5 L/d (drain-slow, band 15.0L over 14.0d, 57 pts)
24/02/2026 11:33:37 276.00 276.00 11.5 Valid Immediate GOOD
• Smoothing: Window [276.00, 276.00, 276.00] -> Median: 276.00
• Stability Filter: No change in volume.
• Usage Rate: 11.5 L/d (drain-slow, band 15.0L over 14.0d, 57 pts)
24/02/2026 17:33:36 276.00 276.00 11.5 Valid Immediate GOOD
• Smoothing: Window [276.00, 276.00, 264.00] -> Median: 276.00
• Stability Filter: No change in volume.
• Usage Rate: 11.5 L/d (drain-slow, band 15.0L over 14.0d, 57 pts)
24/02/2026 23:33:36 264.00 276.00 11.5 Valid Immediate FAIR
• Smoothing: Window [276.00, 264.00, 276.00] -> Median: 276.00
• Stability Filter: No change in volume.
• Usage Rate: 11.5 L/d (drain-slow, band 15.0L over 14.0d, 57 pts)
25/02/2026 05:33:35 276.00 276.00 11.5 Valid Immediate GOOD
• Smoothing: Window [264.00, 276.00, 276.00] -> Median: 276.00 (Edge Protected)
• Stability Filter: No change in volume.
• Usage Rate: 11.5 L/d (drain-slow, band 15.0L over 14.0d, 57 pts)
25/02/2026 11:33:33 900.00 900.00 - Top-up Verified (Latency) GOOD
• Smoothing: Window [900.00, 900.00, 900.00] -> Median: 900.00 (Edge Protected)
• Monotonic Logic: Accepted Top-up Rise of 624.0L. Future stepped down gradually (Valid Usage).
• Event Reset: Level recovered above threshold + hysteresis.
25/02/2026 17:33:33 900.00 900.00 - Valid Immediate GOOD
• Smoothing: Window [900.00, 900.00, 900.00] -> Median: 900.00
• Stability Filter: No change in volume.
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
25/02/2026 23:33:33 900.00 900.00 - Valid Immediate GOOD
• Smoothing: Window [900.00, 900.00, 888.00] -> Median: 900.00
• Stability Filter: No change in volume.
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
26/02/2026 05:33:33 888.00 888.00 - 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).
26/02/2026 11:33:33 888.00 888.00 - 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).
26/02/2026 17:33:31 888.00 888.00 - 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).
26/02/2026 23:33:32 888.00 888.00 - 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).
27/02/2026 05:33:31 888.00 888.00 - 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).
27/02/2026 11:33:31 888.00 888.00 - 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).
27/02/2026 17:33:30 876.00 876.00 - 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: insufficient trend data (need >= 2 readings spanning >= 2.0d).
27/02/2026 23:33:30 876.00 876.00 12.0 Valid Immediate GOOD
• Smoothing: Window [876.00, 876.00, 876.00] -> Median: 876.00
• Stability Filter: No change in volume.
• Usage Rate: 12.0 L/d (drain-slow, band 10.0L over 2.2d, 10 pts)
28/02/2026 05:33:30 876.00 876.00 10.7 Valid Immediate GOOD
• Smoothing: Window [876.00, 876.00, 864.00] -> Median: 876.00
• Stability Filter: No change in volume.
• Usage Rate: 10.7 L/d (drain-slow, band 10.0L over 2.5d, 11 pts)
28/02/2026 11:33:30 864.00 876.00 12.0 Valid Immediate FAIR
• Smoothing: Window [876.00, 864.00, 876.00] -> Median: 876.00
• Stability Filter: No change in volume.
• Usage Rate: 12.0 L/d (drain-slow, band 9.4L over 2.7d, 12 pts)
28/02/2026 17:33:30 876.00 864.00 9.6 Valid Immediate FAIR
• Smoothing: Window [864.00, 876.00, 864.00] -> Median: 864.00
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 9.6 L/d (drain-slow, band 10.3L over 3.0d, 13 pts)
28/02/2026 23:33:29 864.00 864.00 13.1 Valid Immediate GOOD
• Smoothing: Window [876.00, 864.00, 864.00] -> Median: 864.00
• Stability Filter: No change in volume.
• Usage Rate: 13.1 L/d (drain-slow, band 10.6L over 3.2d, 14 pts)
01/03/2026 05:33:29 864.00 864.00 12.0 Valid Immediate GOOD
• Smoothing: Window [864.00, 864.00, 864.00] -> Median: 864.00
• Stability Filter: No change in volume.
• Usage Rate: 12.0 L/d (drain-slow, band 10.1L over 3.5d, 15 pts)
01/03/2026 11:33:28 864.00 864.00 11.1 Valid Immediate GOOD
• Smoothing: Window [864.00, 864.00, 864.00] -> Median: 864.00
• Stability Filter: No change in volume.
• Usage Rate: 11.1 L/d (drain-slow, band 9.6L over 3.7d, 16 pts)
01/03/2026 17:33:31 864.00 864.00 10.3 Valid Immediate GOOD
• Smoothing: Window [864.00, 864.00, 852.00] -> Median: 864.00
• Stability Filter: No change in volume.
• Usage Rate: 10.3 L/d (drain-slow, band 9.1L over 4.0d, 17 pts)
01/03/2026 23:33:28 852.00 852.00 8.6 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: 8.6 L/d (drain-slow, band 10.3L over 4.2d, 18 pts)
02/03/2026 05:33:27 852.00 852.00 9.6 Valid Immediate GOOD
• Smoothing: Window [852.00, 852.00, 852.00] -> Median: 852.00
• Stability Filter: No change in volume.
• Usage Rate: 9.6 L/d (drain-slow, band 10.1L over 4.5d, 19 pts)
02/03/2026 11:33:28 852.00 852.00 10.5 Valid Immediate GOOD
• Smoothing: Window [852.00, 852.00, 852.00] -> Median: 852.00
• Stability Filter: No change in volume.
• Usage Rate: 10.5 L/d (drain-slow, band 9.8L over 4.7d, 20 pts)
02/03/2026 17:33:27 852.00 852.00 9.9 Valid Immediate GOOD
• Smoothing: Window [852.00, 852.00, 852.00] -> Median: 852.00
• Stability Filter: No change in volume.
• Usage Rate: 9.9 L/d (drain-slow, band 9.6L over 5.0d, 21 pts)
02/03/2026 23:33:27 852.00 852.00 9.3 Valid Immediate GOOD
• Smoothing: Window [852.00, 852.00, 852.00] -> Median: 852.00
• Stability Filter: No change in volume.
• Usage Rate: 9.3 L/d (drain-slow, band 9.4L over 5.2d, 22 pts)
03/03/2026 05:33:26 852.00 852.00 8.0 Valid Immediate GOOD
• Smoothing: Window [852.00, 852.00, 852.00] -> Median: 852.00
• Stability Filter: No change in volume.
• Usage Rate: 8.0 L/d (drain-slow, band 11.0L over 5.5d, 23 pts)
03/03/2026 11:33:26 852.00 852.00 7.6 Valid Immediate GOOD
• Smoothing: Window [852.00, 852.00, 852.00] -> Median: 852.00
• Stability Filter: No change in volume.
• Usage Rate: 7.6 L/d (drain-slow, band 10.4L over 5.7d, 24 pts)
03/03/2026 17:33:26 852.00 852.00 7.2 Valid Immediate GOOD
• Smoothing: Window [852.00, 852.00, 840.00] -> Median: 852.00
• Stability Filter: No change in volume.
• Usage Rate: 7.2 L/d (drain-slow, band 11.2L over 6.0d, 25 pts)
03/03/2026 23:33:29 840.00 840.00 6.9 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: 6.9 L/d (drain-slow, band 10.4L over 6.2d, 26 pts)
04/03/2026 05:33:26 840.00 840.00 6.5 Valid Immediate GOOD
• Smoothing: Window [840.00, 840.00, 840.00] -> Median: 840.00
• Stability Filter: No change in volume.
• Usage Rate: 6.5 L/d (drain-slow, band 10.3L over 6.5d, 27 pts)
04/03/2026 11:33:26 840.00 840.00 7.6 Valid Immediate GOOD
• Smoothing: Window [840.00, 840.00, 840.00] -> Median: 840.00 (Edge Protected)
• Stability Filter: No change in volume.
• Usage Rate: 7.6 L/d (drain-slow, band 10.1L over 6.7d, 28 pts)
04/03/2026 17:33:26 948.00 948.00 - Top-up Verified (Latency) GOOD
• Smoothing: Window [948.00, 948.00, 948.00] -> Median: 948.00 (Edge Protected)
• Monotonic Logic: Accepted Top-up Rise of 108.0L. Future stepped down gradually (Valid Usage).
04/03/2026 23:33:25 948.00 948.00 - Valid Immediate GOOD
• Smoothing: Window [948.00, 948.00, 948.00] -> Median: 948.00
• Stability Filter: No change in volume.
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
05/03/2026 05:33:25 948.00 948.00 - Valid Immediate GOOD
• Smoothing: Window [948.00, 948.00, 948.00] -> Median: 948.00
• Stability Filter: No change in volume.
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
05/03/2026 11:33:25 948.00 948.00 - Valid Immediate GOOD
• Smoothing: Window [948.00, 948.00, 936.00] -> Median: 948.00
• Stability Filter: No change in volume.
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
05/03/2026 17:33:25 936.00 936.00 - Valid Immediate GOOD
• Smoothing: Window [948.00, 936.00, 936.00] -> Median: 936.00
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
05/03/2026 23:33:25 936.00 936.00 - Valid Immediate GOOD
• Smoothing: Window [936.00, 936.00, 936.00] -> Median: 936.00
• Stability Filter: No change in volume.
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
06/03/2026 11:33:24 936.00 936.00 - Valid Immediate GOOD
• Smoothing: Window [936.00, 936.00, 936.00] -> Median: 936.00
• Stability Filter: No change in volume.
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
06/03/2026 17:33:24 936.00 936.00 - Valid Immediate GOOD
• Smoothing: Window [936.00, 936.00, 924.00] -> Median: 936.00
• Stability Filter: No change in volume.
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
06/03/2026 23:33:24 924.00 924.00 - Valid Immediate GOOD
• Smoothing: Window [936.00, 924.00, 924.00] -> Median: 924.00
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
07/03/2026 05:33:23 924.00 924.00 12.0 Valid Immediate GOOD
• Smoothing: Window [924.00, 924.00, 924.00] -> Median: 924.00
• Stability Filter: No change in volume.
• Usage Rate: 12.0 L/d (drain-slow, band 9.1L over 2.2d, 9 pts)
07/03/2026 11:33:23 924.00 924.00 10.7 Valid Immediate GOOD
• Smoothing: Window [924.00, 924.00, 912.00] -> Median: 924.00
• Stability Filter: No change in volume.
• Usage Rate: 10.7 L/d (drain-slow, band 9.6L over 2.5d, 10 pts)
07/03/2026 17:33:26 912.00 912.00 12.0 Valid Immediate GOOD
• Smoothing: Window [924.00, 912.00, 912.00] -> Median: 912.00
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 12.0 L/d (drain-slow, band 9.0L over 2.8d, 11 pts)
07/03/2026 23:33:22 912.00 912.00 13.1 Valid Immediate GOOD
• Smoothing: Window [912.00, 912.00, 912.00] -> Median: 912.00
• Stability Filter: No change in volume.
• Usage Rate: 13.1 L/d (drain-slow, band 8.7L over 3.0d, 12 pts)
08/03/2026 05:33:22 912.00 912.00 13.1 Valid Immediate GOOD
• Smoothing: Window [912.00, 912.00, 912.00] -> Median: 912.00
• Stability Filter: No change in volume.
• Usage Rate: 13.1 L/d (drain-slow, band 8.4L over 3.2d, 13 pts)
08/03/2026 11:33:22 912.00 912.00 12.0 Valid Immediate GOOD
• Smoothing: Window [912.00, 912.00, 912.00] -> Median: 912.00
• Stability Filter: No change in volume.
• Usage Rate: 12.0 L/d (drain-slow, band 8.1L over 3.5d, 14 pts)
08/03/2026 17:33:21 912.00 912.00 11.1 Valid Immediate GOOD
• Smoothing: Window [912.00, 912.00, 900.00] -> Median: 912.00
• Stability Filter: No change in volume.
• Usage Rate: 11.1 L/d (drain-slow, band 8.9L over 3.7d, 15 pts)
08/03/2026 23:33:21 900.00 900.00 10.3 Valid Immediate GOOD
• Smoothing: Window [912.00, 900.00, 900.00] -> Median: 900.00
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 10.3 L/d (drain-slow, band 9.0L over 4.0d, 16 pts)
09/03/2026 11:33:21 900.00 900.00 12.8 Valid Immediate GOOD
• Smoothing: Window [900.00, 900.00, 900.00] -> Median: 900.00
• Stability Filter: No change in volume.
• Usage Rate: 12.8 L/d (drain-slow, band 8.4L over 4.5d, 17 pts)
09/03/2026 17:33:20 900.00 900.00 12.4 Valid Immediate GOOD
• Smoothing: Window [900.00, 900.00, 900.00] -> Median: 900.00
• Stability Filter: No change in volume.
• Usage Rate: 12.4 L/d (drain-slow, band 9.2L over 4.7d, 18 pts)
09/03/2026 23:33:20 900.00 900.00 11.3 Valid Immediate GOOD
• Smoothing: Window [900.00, 900.00, 900.00] -> Median: 900.00
• Stability Filter: No change in volume.
• Usage Rate: 11.3 L/d (drain-slow, band 9.6L over 5.0d, 19 pts)
10/03/2026 05:33:20 900.00 900.00 10.7 Valid Immediate GOOD
• Smoothing: Window [900.00, 900.00, 888.00] -> Median: 900.00
• Stability Filter: No change in volume.
• Usage Rate: 10.7 L/d (drain-slow, band 10.9L over 5.2d, 20 pts)
10/03/2026 11:33:25 888.00 888.00 10.1 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: 10.1 L/d (drain-slow, band 10.3L over 5.5d, 21 pts)
10/03/2026 17:33:19 888.00 888.00 10.8 Valid Immediate GOOD
• Smoothing: Window [888.00, 888.00, 888.00] -> Median: 888.00
• Stability Filter: No change in volume.
• Usage Rate: 10.8 L/d (drain-slow, band 10.0L over 5.7d, 22 pts)
10/03/2026 23:33:19 888.00 888.00 12.0 Valid Immediate GOOD
• Smoothing: Window [888.00, 888.00, 876.00] -> Median: 888.00
• Stability Filter: No change in volume.
• Usage Rate: 12.0 L/d (drain-slow, band 9.8L over 6.0d, 23 pts)
11/03/2026 05:33:19 876.00 888.00 11.4 Valid Immediate FAIR
• Smoothing: Window [888.00, 876.00, 888.00] -> Median: 888.00
• Stability Filter: No change in volume.
• Usage Rate: 11.4 L/d (drain-slow, band 10.3L over 6.2d, 24 pts)
11/03/2026 11:33:18 888.00 888.00 10.9 Valid Immediate GOOD
• Smoothing: Window [876.00, 888.00, 888.00] -> Median: 888.00
• Stability Filter: No change in volume.
• Usage Rate: 10.9 L/d (drain-slow, band 11.8L over 6.5d, 25 pts)
11/03/2026 17:33:23 888.00 888.00 10.4 Valid Immediate GOOD
• Smoothing: Window [888.00, 888.00, 876.00] -> Median: 888.00
• Stability Filter: No change in volume.
• Usage Rate: 10.4 L/d (drain-slow, band 12.0L over 6.7d, 26 pts)
11/03/2026 23:33:17 876.00 876.00 10.0 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: 10.0 L/d (drain-slow, band 11.8L over 7.0d, 27 pts)
12/03/2026 05:33:17 876.00 876.00 10.0 Valid Immediate GOOD
• Smoothing: Window [876.00, 876.00, 864.00] -> Median: 876.00
• Stability Filter: No change in volume.
• Usage Rate: 10.0 L/d (drain-slow, band 11.0L over 7.2d, 28 pts)
12/03/2026 17:33:16 864.00 864.00 10.6 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: 10.6 L/d (drain-slow, band 11.2L over 7.7d, 29 pts)
12/03/2026 23:33:16 864.00 864.00 10.2 Valid Immediate GOOD
• Smoothing: Window [864.00, 864.00, 864.00] -> Median: 864.00
• Stability Filter: No change in volume.
• Usage Rate: 10.2 L/d (drain-slow, band 11.3L over 8.0d, 30 pts)
13/03/2026 05:33:16 864.00 864.00 10.5 Valid Immediate GOOD
• Smoothing: Window [864.00, 864.00, 864.00] -> Median: 864.00
• Stability Filter: No change in volume.
• Usage Rate: 10.5 L/d (drain-slow, band 11.1L over 8.2d, 31 pts)
13/03/2026 11:33:16 864.00 864.00 10.8 Valid Immediate GOOD
• Smoothing: Window [864.00, 864.00, 852.00] -> Median: 864.00
• Stability Filter: No change in volume.
• Usage Rate: 10.8 L/d (drain-slow, band 10.7L over 8.5d, 32 pts)
13/03/2026 23:33:15 852.00 852.00 9.9 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: 9.9 L/d (drain-slow, band 10.8L over 9.0d, 33 pts)
14/03/2026 05:33:15 852.00 852.00 9.6 Valid Immediate GOOD
• Smoothing: Window [852.00, 852.00, 852.00] -> Median: 852.00
• Stability Filter: No change in volume.
• Usage Rate: 9.6 L/d (drain-slow, band 10.6L over 9.2d, 34 pts)
14/03/2026 11:33:15 852.00 852.00 9.3 Valid Immediate GOOD
• Smoothing: Window [852.00, 852.00, 852.00] -> Median: 852.00
• Stability Filter: No change in volume.
• Usage Rate: 9.3 L/d (drain-slow, band 10.5L over 9.5d, 35 pts)
14/03/2026 17:33:15 852.00 852.00 10.2 Valid Immediate GOOD
• Smoothing: Window [852.00, 852.00, 840.00] -> Median: 852.00
• Stability Filter: No change in volume.
• Usage Rate: 10.2 L/d (drain-slow, band 10.7L over 9.7d, 36 pts)
14/03/2026 23:33:14 840.00 840.00 9.9 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: 9.9 L/d (drain-slow, band 10.6L over 10.0d, 37 pts)
15/03/2026 05:33:14 840.00 840.00 9.9 Valid Immediate GOOD
• Smoothing: Window [840.00, 840.00, 840.00] -> Median: 840.00
• Stability Filter: No change in volume.
• Usage Rate: 9.9 L/d (drain-slow, band 10.5L over 10.2d, 38 pts)
15/03/2026 11:33:14 840.00 840.00 9.6 Valid Immediate GOOD
• Smoothing: Window [840.00, 840.00, 828.00] -> Median: 840.00
• Stability Filter: No change in volume.
• Usage Rate: 9.6 L/d (drain-slow, band 10.5L over 10.5d, 39 pts)
15/03/2026 23:33:13 828.00 828.00 10.0 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: 10.0 L/d (drain-slow, band 10.4L over 11.0d, 40 pts)
16/03/2026 05:33:13 828.00 828.00 10.4 Valid Immediate GOOD
• Smoothing: Window [828.00, 828.00, 828.00] -> Median: 828.00
• Stability Filter: No change in volume.
• Usage Rate: 10.4 L/d (drain-slow, band 10.4L over 11.2d, 41 pts)
16/03/2026 11:33:12 828.00 828.00 10.1 Valid Immediate GOOD
• Smoothing: Window [828.00, 828.00, 816.00] -> Median: 828.00
• Stability Filter: No change in volume.
• Usage Rate: 10.1 L/d (drain-slow, band 10.3L over 11.5d, 42 pts)
16/03/2026 17:33:12 816.00 816.00 10.1 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: 10.1 L/d (drain-slow, band 10.6L over 11.7d, 43 pts)
16/03/2026 23:33:12 816.00 816.00 10.8 Valid Immediate GOOD
• Smoothing: Window [816.00, 816.00, 816.00] -> Median: 816.00
• Stability Filter: No change in volume.
• Usage Rate: 10.8 L/d (drain-slow, band 10.7L over 12.0d, 44 pts)
17/03/2026 05:33:11 816.00 816.00 10.5 Valid Immediate GOOD
• Smoothing: Window [816.00, 816.00, 816.00] -> Median: 816.00
• Stability Filter: No change in volume.
• Usage Rate: 10.5 L/d (drain-slow, band 10.7L over 12.2d, 45 pts)
17/03/2026 11:33:11 816.00 816.00 10.3 Valid Immediate GOOD
• Smoothing: Window [816.00, 816.00, 804.00] -> Median: 816.00
• Stability Filter: No change in volume.
• Usage Rate: 10.3 L/d (drain-slow, band 10.7L over 12.5d, 46 pts)
17/03/2026 17:33:11 804.00 804.00 11.2 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: 11.2 L/d (drain-slow, band 11.2L over 12.7d, 47 pts)
17/03/2026 23:33:10 804.00 804.00 11.3 Valid Immediate GOOD
• Smoothing: Window [804.00, 804.00, 804.00] -> Median: 804.00
• Stability Filter: No change in volume.
• Usage Rate: 11.3 L/d (drain-slow, band 11.6L over 13.0d, 48 pts)
18/03/2026 05:33:10 804.00 804.00 11.0 Valid Immediate GOOD
• Smoothing: Window [804.00, 804.00, 804.00] -> Median: 804.00
• Stability Filter: No change in volume.
• Usage Rate: 11.0 L/d (drain-slow, band 11.1L over 13.2d, 49 pts)
18/03/2026 11:33:10 804.00 804.00 10.8 Valid Immediate GOOD
• Smoothing: Window [804.00, 804.00, 684.00] -> Median: 804.00
• Stability Filter: No change in volume.
• Usage Rate: 10.8 L/d (drain-slow, band 11.0L over 13.5d, 50 pts)
18/03/2026 17:33:10 684.00 684.00 11.1 SUDDEN_DROP Verified (Latency) GOOD
• Smoothing: Window [804.00, 684.00, 672.00] -> Median: 684.00
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Event: SUDDEN_DROP detected. Drop 120.0L in 6.0h (20.0 L/h).
• Usage Rate: 11.1 L/d (drain-slow, band 11.5L over 13.7d, 51 pts)
18/03/2026 23:33:09 672.00 672.00 11.4 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: 11.4 L/d (drain-slow, band 11.9L over 14.0d, 52 pts)
19/03/2026 05:33:09 672.00 672.00 11.5 Valid Immediate GOOD
• Smoothing: Window [672.00, 672.00, 672.00] -> Median: 672.00
• Stability Filter: No change in volume.
• Usage Rate: 11.5 L/d (drain-slow, band 12.7L over 14.0d, 52 pts)
19/03/2026 17:33:08 672.00 672.00 10.7 Valid Immediate GOOD
• Smoothing: Window [672.00, 672.00, 671.64] -> Median: 672.00
• Stability Filter: No change in volume.
• Usage Rate: 10.7 L/d (drain-slow, band 12.9L over 14.0d, 51 pts)
19/03/2026 23:33:07 671.64 671.64 16.0 Valid Immediate GOOD
• Smoothing: Window [672.00, 671.64, 671.64] -> Median: 671.64
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 16.0 L/d (drain-slow, band 16.2L over 14.0d, 51 pts)
20/03/2026 05:33:07 671.64 671.64 21.3 Valid Immediate GOOD
• Smoothing: Window [671.64, 671.64, 672.36] -> Median: 671.64
• Stability Filter: No change in volume.
• Usage Rate: 21.3 L/d (drain-slow, band 114.1L over 13.7d, 51 pts)
20/03/2026 11:33:07 672.36 671.64 21.4 Valid Immediate GOOD
• Smoothing: Window [671.64, 672.36, 671.64] -> Median: 671.64
• Stability Filter: No change in volume.
• Usage Rate: 21.4 L/d (drain-slow, band 112.9L over 14.0d, 52 pts)
20/03/2026 17:33:07 671.64 671.64 20.6 Valid Immediate GOOD
• Smoothing: Window [672.36, 671.64, 666.72] -> Median: 671.64
• Stability Filter: No change in volume.
• Usage Rate: 20.6 L/d (drain-slow, band 111.0L over 14.0d, 52 pts)
20/03/2026 23:33:07 666.72 666.72 20.4 Valid Immediate GOOD
• Smoothing: Window [671.64, 666.72, 666.72] -> Median: 666.72
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 20.4 L/d (drain-slow, band 111.0L over 14.0d, 52 pts)
21/03/2026 11:33:06 666.72 666.72 20.9 Valid Immediate GOOD
• Smoothing: Window [666.72, 666.72, 668.16] -> Median: 666.72
• Stability Filter: No change in volume.
• Usage Rate: 20.9 L/d (drain-slow, band 111.4L over 14.0d, 51 pts)
21/03/2026 17:33:05 668.16 666.72 20.4 Valid Immediate GOOD
• Smoothing: Window [666.72, 668.16, 661.08] -> Median: 666.72
• Stability Filter: No change in volume.
• Usage Rate: 20.4 L/d (drain-slow, band 111.4L over 14.0d, 51 pts)
21/03/2026 23:33:05 661.08 661.68 20.1 Valid Immediate GOOD
• Smoothing: Window [668.16, 661.08, 661.68] -> Median: 661.68
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 20.1 L/d (drain-slow, band 108.9L over 14.0d, 51 pts)
22/03/2026 05:33:05 661.68 661.08 20.5 Valid Immediate GOOD
• Smoothing: Window [661.08, 661.68, 661.08] -> Median: 661.08
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 20.5 L/d (drain-slow, band 106.5L over 14.0d, 51 pts)
22/03/2026 11:33:04 661.08 661.08 20.4 Valid Immediate GOOD
• Smoothing: Window [661.68, 661.08, 658.20] -> Median: 661.08
• Stability Filter: No change in volume.
• Usage Rate: 20.4 L/d (drain-slow, band 105.0L over 14.0d, 51 pts)
22/03/2026 17:33:05 658.20 658.20 20.3 Valid Immediate GOOD
• Smoothing: Window [661.08, 658.20, 655.32] -> Median: 658.20
• Stability Filter: Accepted drop. Future rise is Real Top-up (Ended 100.6L higher). Drop accepted.
• Usage Rate: 20.3 L/d (drain-slow, band 103.2L over 14.0d, 51 pts)
22/03/2026 23:33:04 655.32 655.32 20.0 Valid Immediate GOOD
• Smoothing: Window [658.20, 655.32, 654.60] -> Median: 655.32
• Stability Filter: Accepted drop. Future rise is Real Top-up (Ended 103.4L higher). Drop accepted.
• Usage Rate: 20.0 L/d (drain-slow, band 101.2L over 14.0d, 51 pts)
23/03/2026 05:33:04 654.60 655.32 19.7 Valid Immediate GOOD
• Smoothing: Window [655.32, 654.60, 655.32] -> Median: 655.32
• Stability Filter: No change in volume.
• Usage Rate: 19.7 L/d (drain-slow, band 96.4L over 13.7d, 51 pts)
23/03/2026 11:33:03 655.32 655.32 19.3 Valid Immediate GOOD
• Smoothing: Window [654.60, 655.32, 655.32] -> Median: 655.32
• Stability Filter: No change in volume.
• Usage Rate: 19.3 L/d (drain-slow, band 95.5L over 14.0d, 52 pts)
23/03/2026 17:33:03 655.32 655.32 19.4 Valid Immediate GOOD
• Smoothing: Window [655.32, 655.32, 649.68] -> Median: 655.32
• Stability Filter: No change in volume.
• Usage Rate: 19.4 L/d (drain-slow, band 95.5L over 14.0d, 52 pts)
24/03/2026 05:33:03 649.68 651.12 20.1 Valid Immediate GOOD
• Smoothing: Window [655.32, 649.68, 651.12] -> Median: 651.12
• Stability Filter: Accepted drop. Future rise is Real Top-up (Ended 106.3L higher). Drop accepted.
• Usage Rate: 20.1 L/d (drain-slow, band 87.9L over 14.0d, 51 pts)
24/03/2026 11:33:05 651.12 651.12 19.7 Valid Immediate GOOD
• Smoothing: Window [649.68, 651.12, 651.12] -> Median: 651.12 (Edge Protected)
• Stability Filter: No change in volume.
• Usage Rate: 19.7 L/d (drain-slow, band 87.5L over 14.0d, 51 pts)
24/03/2026 17:33:01 761.64 761.64 - Top-up Verified (Latency) GOOD
• Smoothing: Window [761.64, 761.64, 753.60] -> Median: 761.64 (Edge Protected)
• Monotonic Logic: Accepted Top-up Rise of 110.5L. Future stepped down gradually (Valid Usage).
24/03/2026 23:33:01 753.60 753.60 - Valid Immediate GOOD
• Smoothing: Window [761.64, 753.60, 750.48] -> Median: 753.60
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
25/03/2026 05:33:01 750.48 750.48 - Valid Immediate GOOD
• Smoothing: Window [753.60, 750.48, 750.48] -> Median: 750.48
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
25/03/2026 11:33:00 750.48 750.48 - Valid Immediate GOOD
• Smoothing: Window [750.48, 750.48, 750.48] -> Median: 750.48
• Stability Filter: No change in volume.
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
25/03/2026 17:33:01 750.48 750.48 - Valid Immediate GOOD
• Smoothing: Window [750.48, 750.48, 744.48] -> Median: 750.48
• Stability Filter: No change in volume.
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
25/03/2026 23:33:00 744.48 747.48 - Valid Immediate GOOD
• Smoothing: Window [750.48, 744.48, 747.48] -> Median: 747.48
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
26/03/2026 05:33:00 747.48 744.48 - Valid Immediate GOOD
• Smoothing: Window [744.48, 747.48, 742.44] -> Median: 744.48
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
26/03/2026 11:33:00 742.44 742.44 - Valid Immediate GOOD
• Smoothing: Window [747.48, 742.44, 742.44] -> Median: 742.44
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
26/03/2026 17:32:59 742.44 742.44 - Valid Immediate GOOD
• Smoothing: Window [742.44, 742.44, 737.40] -> Median: 742.44
• Stability Filter: No change in volume.
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
26/03/2026 23:32:59 737.40 737.40 - Valid Immediate GOOD
• Smoothing: Window [742.44, 737.40, 734.40] -> Median: 737.40
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
27/03/2026 05:32:59 734.40 736.32 8.1 Valid Immediate GOOD
• Smoothing: Window [737.40, 734.40, 736.32] -> Median: 736.32
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 8.1 L/d (drain-slow, band 4.1L over 2.2d, 10 pts)
27/03/2026 11:32:58 736.32 736.32 7.4 Valid Immediate GOOD
• Smoothing: Window [734.40, 736.32, 736.32] -> Median: 736.32
• Stability Filter: No change in volume.
• Usage Rate: 7.4 L/d (drain-slow, band 4.0L over 2.5d, 11 pts)
27/03/2026 17:32:58 736.32 736.32 6.3 Valid Immediate GOOD
• Smoothing: Window [736.32, 736.32, 731.28] -> Median: 736.32
• Stability Filter: No change in volume.
• Usage Rate: 6.3 L/d (drain-slow, band 4.2L over 2.7d, 12 pts)
27/03/2026 23:32:58 731.28 731.28 5.7 Valid Immediate GOOD
• Smoothing: Window [736.32, 731.28, 729.24] -> Median: 731.28
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 5.7 L/d (drain-slow, band 4.4L over 3.0d, 13 pts)
28/03/2026 05:32:57 729.24 729.24 7.0 Valid Immediate GOOD
• Smoothing: Window [731.28, 729.24, 728.28] -> Median: 729.24
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 7.0 L/d (drain-slow, band 4.5L over 3.2d, 14 pts)
28/03/2026 11:32:57 728.28 728.28 7.1 Valid Immediate GOOD
• Smoothing: Window [729.24, 728.28, 728.28] -> Median: 728.28
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 7.1 L/d (drain-slow, band 4.4L over 3.5d, 15 pts)
28/03/2026 17:32:57 728.28 728.28 6.8 Valid Immediate GOOD
• Smoothing: Window [728.28, 728.28, 721.20] -> Median: 728.28
• Stability Filter: No change in volume.
• Usage Rate: 6.8 L/d (drain-slow, band 4.2L over 3.7d, 16 pts)
28/03/2026 23:32:57 721.20 722.16 6.3 Valid Immediate GOOD
• Smoothing: Window [728.28, 721.20, 722.16] -> Median: 722.16
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 6.3 L/d (drain-slow, band 4.8L over 4.0d, 17 pts)
29/03/2026 05:32:56 722.16 721.20 7.2 Valid Immediate GOOD
• Smoothing: Window [721.20, 722.16, 715.08] -> Median: 721.20
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 7.2 L/d (drain-slow, band 4.7L over 4.2d, 18 pts)
29/03/2026 17:32:56 715.08 715.08 7.7 Valid Immediate GOOD
• Smoothing: Window [722.16, 715.08, 707.04] -> Median: 715.08
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 7.7 L/d (drain-slow, band 5.1L over 4.7d, 19 pts)
29/03/2026 23:32:56 707.04 707.04 7.8 Valid Immediate GOOD
• Smoothing: Window [715.08, 707.04, 707.04] -> Median: 707.04
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 7.8 L/d (drain-slow, band 5.1L over 5.0d, 20 pts)
30/03/2026 11:32:54 707.04 707.04 8.8 Valid Immediate GOOD
• Smoothing: Window [707.04, 707.04, 710.04] -> Median: 707.04
• Stability Filter: No change in volume.
• Usage Rate: 8.8 L/d (drain-slow, band 5.1L over 5.5d, 21 pts)
30/03/2026 17:32:54 710.04 707.04 8.6 Valid Immediate GOOD
• Smoothing: Window [707.04, 710.04, 700.92] -> Median: 707.04
• Stability Filter: No change in volume.
• Usage Rate: 8.6 L/d (drain-slow, band 5.0L over 5.7d, 22 pts)
30/03/2026 23:32:57 700.92 704.04 8.7 Valid Immediate GOOD
• Smoothing: Window [710.04, 700.92, 704.04] -> Median: 704.04
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 8.7 L/d (drain-slow, band 5.6L over 6.0d, 23 pts)
31/03/2026 05:32:54 704.04 702.96 8.3 Valid Immediate GOOD
• Smoothing: Window [700.92, 704.04, 702.96] -> Median: 702.96
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 8.3 L/d (drain-slow, band 5.4L over 6.2d, 24 pts)
31/03/2026 11:32:53 702.96 702.96 8.4 Valid Immediate GOOD
• Smoothing: Window [704.04, 702.96, 700.92] -> Median: 702.96
• Stability Filter: No change in volume.
• Usage Rate: 8.4 L/d (drain-slow, band 5.3L over 6.5d, 25 pts)
31/03/2026 17:32:52 700.92 700.92 8.3 Valid Immediate GOOD
• Smoothing: Window [702.96, 700.92, 696.96] -> Median: 700.92
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 8.3 L/d (drain-slow, band 5.1L over 6.7d, 26 pts)
31/03/2026 23:32:53 696.96 696.96 8.3 Valid Immediate GOOD
• Smoothing: Window [700.92, 696.96, 693.84] -> Median: 696.96
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 8.3 L/d (drain-slow, band 4.9L over 7.0d, 27 pts)
01/04/2026 05:32:52 693.84 695.88 8.3 Valid Immediate GOOD
• Smoothing: Window [696.96, 693.84, 695.88] -> Median: 695.88
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 8.3 L/d (drain-slow, band 4.8L over 7.2d, 28 pts)
01/04/2026 11:32:52 695.88 693.84 8.2 Valid Immediate GOOD
• Smoothing: Window [693.84, 695.88, 693.84] -> Median: 693.84
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 8.2 L/d (drain-slow, band 4.5L over 7.5d, 29 pts)
01/04/2026 17:32:51 693.84 693.84 8.3 Valid Immediate GOOD
• Smoothing: Window [695.88, 693.84, 688.80] -> Median: 693.84
• Stability Filter: No change in volume.
• Usage Rate: 8.3 L/d (drain-slow, band 4.3L over 7.7d, 30 pts)
01/04/2026 23:32:51 688.80 689.88 8.2 Valid Immediate GOOD
• Smoothing: Window [693.84, 688.80, 689.88] -> Median: 689.88
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 8.2 L/d (drain-slow, band 4.1L over 8.0d, 31 pts)
02/04/2026 05:32:51 689.88 688.80 8.1 Valid Immediate GOOD
• Smoothing: Window [688.80, 689.88, 688.80] -> Median: 688.80
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 8.1 L/d (drain-slow, band 4.1L over 8.2d, 32 pts)
02/04/2026 11:32:50 688.80 688.80 8.1 Valid Immediate GOOD
• Smoothing: Window [689.88, 688.80, 687.84] -> Median: 688.80
• Stability Filter: No change in volume.
• Usage Rate: 8.1 L/d (drain-slow, band 4.9L over 8.5d, 33 pts)
02/04/2026 17:32:50 687.84 687.84 8.4 Valid Immediate GOOD
• Smoothing: Window [688.80, 687.84, 680.76] -> Median: 687.84
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 8.4 L/d (drain-slow, band 5.2L over 8.7d, 34 pts)
02/04/2026 23:32:50 680.76 680.76 8.2 Valid Immediate GOOD
• Smoothing: Window [687.84, 680.76, 679.68] -> Median: 680.76
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 8.2 L/d (drain-slow, band 5.1L over 9.0d, 35 pts)
03/04/2026 05:32:49 679.68 680.76 8.0 Valid Immediate GOOD
• Smoothing: Window [680.76, 679.68, 682.80] -> Median: 680.76
• Stability Filter: No change in volume.
• Usage Rate: 8.0 L/d (drain-slow, band 5.1L over 9.2d, 36 pts)
03/04/2026 11:32:49 682.80 680.76 7.8 Valid Immediate GOOD
• Smoothing: Window [679.68, 682.80, 684.84] -> Median: 682.80
• Monotonic Logic: Rejected small rise of 2.0L. Future plummeted back to baseline inside window (1.5d). Clamped to 680.8
• Usage Rate: 7.8 L/d (drain-slow, band 5.4L over 9.5d, 37 pts)
03/04/2026 17:32:49 684.84 680.76 7.8 Valid Immediate GOOD
• Smoothing: Window [682.80, 684.84, 678.72] -> Median: 682.80
• Monotonic Logic: Rejected small rise of 2.0L. Future plummeted back to baseline inside window (1.2d). Clamped to 680.8
• Usage Rate: 7.8 L/d (drain-slow, band 5.8L over 9.7d, 38 pts)
03/04/2026 23:32:53 678.72 679.68 7.9 Valid Immediate GOOD
• Smoothing: Window [684.84, 678.72, 679.68] -> Median: 679.68
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 7.9 L/d (drain-slow, band 6.0L over 10.0d, 39 pts)
04/04/2026 05:32:49 679.68 678.72 7.9 Valid Immediate GOOD
• Smoothing: Window [678.72, 679.68, 676.68] -> Median: 678.72
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 7.9 L/d (drain-slow, band 6.7L over 10.2d, 40 pts)
04/04/2026 11:32:48 676.68 676.68 7.9 Valid Immediate GOOD
• Smoothing: Window [679.68, 676.68, 672.60] -> Median: 676.68
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 7.9 L/d (drain-slow, band 7.1L over 10.5d, 41 pts)
04/04/2026 17:32:50 672.60 672.60 7.7 Valid Immediate GOOD
• Smoothing: Window [676.68, 672.60, 669.60] -> Median: 672.60
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 7.7 L/d (drain-slow, band 7.3L over 10.7d, 42 pts)
04/04/2026 23:32:47 669.60 669.60 7.5 Valid Immediate GOOD
• Smoothing: Window [672.60, 669.60, 668.64] -> Median: 669.60
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 7.5 L/d (drain-slow, band 7.2L over 11.0d, 43 pts)
05/04/2026 05:32:47 668.64 669.60 7.4 Valid Immediate GOOD
• Smoothing: Window [669.60, 668.64, 669.60] -> Median: 669.60
• Stability Filter: No change in volume.
• Usage Rate: 7.4 L/d (drain-slow, band 7.3L over 11.2d, 44 pts)
05/04/2026 11:32:47 669.60 668.64 7.5 Valid Immediate GOOD
• Smoothing: Window [668.64, 669.60, 660.48] -> Median: 668.64
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 7.5 L/d (drain-slow, band 7.6L over 11.5d, 45 pts)
05/04/2026 17:32:46 660.48 660.48 7.7 Valid Immediate GOOD
• Smoothing: Window [669.60, 660.48, 657.48] -> Median: 660.48
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 7.7 L/d (drain-slow, band 7.4L over 11.7d, 46 pts)
05/04/2026 23:32:46 657.48 657.48 7.8 Valid Immediate GOOD
• Smoothing: Window [660.48, 657.48, 657.48] -> Median: 657.48
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 7.8 L/d (drain-slow, band 7.4L over 12.0d, 47 pts)