Tank Readings Analysis

Offline Fixture Replay
Sample S077 for tank B02201
Ashcourt Group (fuels division) · Ashcourt fuels
Matches expected baseline
baseline
Sampling Class SEMI_SPARSE
Data Health 99.8%
Usage Rate (L/day) 12.4
Days Remaining 176
Weekly Consumption 76.5 L/week 11 reportable weeks / 13
Points Processed
Raw: 164
Deduped: 0

Pipeline Output (Litres)

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

Weekly Consumption Report

Average 76.5 L/week · Median 81.1 L/week · Coverage 85%
Sampling SEMI_SPARSE
Data Health 99.8%
Bars are shown only for weeks with enough clean coverage. Missing or unreliable weeks are left blank.

Detected Events

Time Type Delta (L)
Mar 03 23:20 TOPUP 1,066
Jan 08 10:48 TOPUP 525

Pipeline Trace

[Pipeline] Starting Pipeline execution...
[StageIngestSnapshot] Loaded 164 snapshot readings.
[StageValidate] Validation complete. Invalidated: 0
[StageDedup] Removed 0 duplicates.
[StageGapAnalysis] Median Interval: 12.0h, Max Gap: 48.0h. Class: SEMI_SPARSE
[StageNoise] Applied smoothing to 164 points.
[StageNoise] Applied Monotonic + Stability Filter. Clamped 4 points.
[StageMetrics] Calculated per-point usage rates.
[StageMetrics] Set Global Usage Rate to LATEST: 12.43 L/day.
[StageMetrics] Health Score: 99.8% (Good: 163, Fair: 1, Poor: 0)
[StageVisuals] Generated series. Raw: 164, Smooth: 164
[Pipeline] Pipeline completed in 5.54ms

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 22:47 - 11 Jan 22:51 1,680.4 2,141.2 460.8 0.0 9 5.0 24.0 INSUFFICIENT Issue: Late Week Start, Event In Week
2026-W03 12 Jan - 18 Jan 2026 12 Jan 10:51 - 18 Jan 10:55 2,136.6 2,021.5 -115.1 115.1 12 6.0 24.0 OK None
2026-W04 19 Jan - 25 Jan 2026 19 Jan 10:55 - 25 Jan 22:59 2,019.1 1,926.8 -92.2 92.2 14 6.5 12.0 OK None
2026-W05 26 Jan - 01 Feb 2026 26 Jan 10:59 - 01 Feb 23:03 1,896.1 1,819.7 -76.4 76.4 11 6.5 48.0 OK Warning: Internal Gap Warning
2026-W06 02 Feb - 08 Feb 2026 02 Feb 11:03 - 08 Feb 23:07 1,809.3 1,707.3 -102.0 102.0 12 6.5 24.0 OK None
2026-W07 09 Feb - 15 Feb 2026 09 Feb 11:07 - 15 Feb 23:11 1,691.0 1,610.0 -81.1 81.1 13 6.5 24.0 OK None
2026-W08 16 Feb - 22 Feb 2026 16 Feb 11:11 - 22 Feb 23:15 1,604.8 1,521.0 -83.8 83.8 14 6.5 12.0 OK None
2026-W09 23 Feb - 01 Mar 2026 23 Feb 11:15 - 01 Mar 23:19 1,521.0 1,442.7 -78.3 78.3 14 6.5 12.0 OK None
2026-W10 02 Mar - 08 Mar 2026 02 Mar 11:19 - 08 Mar 23:23 1,437.2 2,448.5 1,011.3 0.0 14 6.5 12.0 INSUFFICIENT Issue: Event In Week
2026-W11 09 Mar - 15 Mar 2026 09 Mar 11:23 - 15 Mar 23:27 2,432.8 2,324.0 -108.8 108.8 13 6.5 24.0 OK None
2026-W12 16 Mar - 22 Mar 2026 16 Mar 11:27 - 22 Mar 23:31 2,311.2 2,303.0 -8.2 8.2 11 6.5 24.0 OK None
2026-W13 23 Mar - 29 Mar 2026 23 Mar 11:32 - 29 Mar 23:35 2,296.5 2,263.0 -33.5 33.5 14 6.5 12.0 OK None
2026-W14 30 Mar - 05 Apr 2026 30 Mar 11:35 - 05 Apr 23:39 2,252.4 2,190.7 -61.7 61.7 13 6.5 24.0 OK None

Detailed Reading Analysis

Timestamp Raw (L) Smooth (L) Rate (L/d) Status Decision Speed Health Analysis Log
06/01/2026 22:47:47 1,680.42 1,680.42 - Valid Immediate GOOD
• Smoothing: Window [1,680.42, 1,680.42, 1,674.98] -> Median: 1,680.42
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
07/01/2026 10:48:03 1,674.98 1,674.98 - Valid Immediate GOOD
• Smoothing: Window [1,680.42, 1,674.98, 1,674.98] -> Median: 1,674.98 (Edge Protected)
• Stability Filter: Accepted drop. Future rise is Real Top-up (Ended 519.5L higher). Drop accepted.
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
08/01/2026 10:48:58 2,199.94 2,199.94 - Top-up Verified (Latency) GOOD
• Smoothing: Window [2,199.94, 2,199.94, 2,216.80] -> Median: 2,199.94 (Edge Protected)
• Monotonic Logic: Accepted Top-up Rise of 525.0L. Future stepped down gradually (Valid Usage).
08/01/2026 22:49:14 2,216.80 2,199.94 - Valid Immediate GOOD
• Smoothing: Window [2,199.94, 2,216.80, 2,195.31] -> Median: 2,199.94
• Stability Filter: No change in volume.
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
09/01/2026 10:49:31 2,195.31 2,195.31 - Valid Immediate GOOD
• Smoothing: Window [2,216.80, 2,195.31, 2,164.85] -> Median: 2,195.31
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
10/01/2026 10:50:25 2,164.85 2,178.72 - Valid Immediate GOOD
• Smoothing: Window [2,195.31, 2,164.85, 2,178.72] -> Median: 2,178.72
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
10/01/2026 22:50:41 2,178.72 2,164.85 19.0 Valid Immediate GOOD
• Smoothing: Window [2,164.85, 2,178.72, 2,141.18] -> Median: 2,164.85
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 19.0 L/d (sparse over 2.0d, 4 pts)
11/01/2026 10:50:57 2,141.18 2,150.70 30.2 Valid Immediate GOOD
• Smoothing: Window [2,178.72, 2,141.18, 2,150.70] -> Median: 2,150.70
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 30.2 L/d (sparse over 2.5d, 5 pts)
11/01/2026 22:51:12 2,150.70 2,141.18 0.0 Valid Immediate GOOD
• Smoothing: Window [2,141.18, 2,150.70, 2,134.11] -> Median: 2,141.18
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 0.0 L/d (flat, band 60.1L over 3.0d, 6 pts)
12/01/2026 10:51:28 2,134.11 2,136.56 22.9 Valid Immediate GOOD
• Smoothing: Window [2,150.70, 2,134.11, 2,136.56] -> Median: 2,136.56
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 22.9 L/d (drain-step, band 65.6L over 3.5d, 7 pts)
12/01/2026 22:51:45 2,136.56 2,134.11 17.7 Valid Immediate GOOD
• Smoothing: Window [2,134.11, 2,136.56, 2,110.72] -> Median: 2,134.11
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 17.7 L/d (drain-slow, band 65.9L over 4.0d, 8 pts)
13/01/2026 10:52:01 2,110.72 2,119.97 18.3 Valid Immediate GOOD
• Smoothing: Window [2,136.56, 2,110.72, 2,119.97] -> Median: 2,119.97
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 18.3 L/d (drain-slow, band 70.2L over 4.5d, 9 pts)
13/01/2026 22:52:18 2,119.97 2,110.72 18.1 Valid Immediate GOOD
• Smoothing: Window [2,110.72, 2,119.97, 2,099.02] -> Median: 2,110.72
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 18.1 L/d (drain-slow, band 78.4L over 5.0d, 10 pts)
14/01/2026 10:52:33 2,099.02 2,099.02 17.5 Valid Immediate GOOD
• Smoothing: Window [2,119.97, 2,099.02, 2,066.11] -> Median: 2,099.02
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 17.5 L/d (drain-slow, band 84.6L over 5.5d, 11 pts)
15/01/2026 10:53:28 2,066.11 2,066.11 19.0 Valid Immediate GOOD
• Smoothing: Window [2,099.02, 2,066.11, 2,066.11] -> Median: 2,066.11
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 19.0 L/d (drain-slow, band 93.5L over 6.5d, 12 pts)
15/01/2026 22:53:44 2,066.11 2,066.11 18.4 Valid Immediate GOOD
• Smoothing: Window [2,066.11, 2,066.11, 2,059.04] -> Median: 2,066.11
• Stability Filter: No change in volume.
• Usage Rate: 18.4 L/d (drain-slow, band 119.3L over 7.0d, 13 pts)
16/01/2026 10:54:01 2,059.04 2,059.04 17.2 Valid Immediate GOOD
• Smoothing: Window [2,066.11, 2,059.04, 2,040.27] -> Median: 2,059.04
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 17.2 L/d (drain-slow, band 124.2L over 7.5d, 14 pts)
16/01/2026 22:54:18 2,040.27 2,040.27 17.0 Valid Immediate GOOD
• Smoothing: Window [2,059.04, 2,040.27, 2,035.38] -> Median: 2,040.27
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 17.0 L/d (drain-slow, band 126.8L over 8.0d, 15 pts)
17/01/2026 10:54:34 2,035.38 2,040.27 18.2 Valid Immediate GOOD
• Smoothing: Window [2,040.27, 2,035.38, 2,042.45] -> Median: 2,040.27
• Stability Filter: No change in volume.
• Usage Rate: 18.2 L/d (drain-slow, band 137.4L over 8.5d, 16 pts)
17/01/2026 22:54:49 2,042.45 2,035.38 17.2 Valid Immediate GOOD
• Smoothing: Window [2,035.38, 2,042.45, 2,021.50] -> Median: 2,035.38
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 17.2 L/d (drain-slow, band 143.8L over 9.0d, 17 pts)
18/01/2026 10:55:06 2,021.50 2,021.50 15.7 Valid Immediate GOOD
• Smoothing: Window [2,042.45, 2,021.50, 2,009.54] -> Median: 2,021.50
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 15.7 L/d (drain-slow, band 144.9L over 9.5d, 18 pts)
19/01/2026 10:55:58 2,009.54 2,019.06 15.1 Valid Immediate GOOD
• Smoothing: Window [2,021.50, 2,009.54, 2,019.06] -> Median: 2,019.06
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 15.1 L/d (drain-slow, band 149.4L over 10.5d, 19 pts)
19/01/2026 22:56:14 2,019.06 2,009.54 15.2 Valid Immediate GOOD
• Smoothing: Window [2,009.54, 2,019.06, 2,007.36] -> Median: 2,009.54
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 15.2 L/d (drain-slow, band 159.1L over 11.0d, 20 pts)
20/01/2026 10:56:31 2,007.36 2,007.36 15.0 Valid Immediate GOOD
• Smoothing: Window [2,019.06, 2,007.36, 2,002.74] -> Median: 2,007.36
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 15.0 L/d (drain-slow, band 159.7L over 11.5d, 21 pts)
20/01/2026 22:56:47 2,002.74 2,002.74 14.9 Valid Immediate GOOD
• Smoothing: Window [2,007.36, 2,002.74, 1,993.22] -> Median: 2,002.74
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 14.9 L/d (drain-slow, band 166.8L over 12.0d, 22 pts)
21/01/2026 10:57:03 1,993.22 1,993.22 13.7 Valid Immediate GOOD
• Smoothing: Window [2,002.74, 1,993.22, 1,990.77] -> Median: 1,993.22
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 13.7 L/d (drain-slow, band 168.2L over 12.5d, 23 pts)
21/01/2026 22:57:20 1,990.77 1,990.77 13.5 Valid Immediate GOOD
• Smoothing: Window [1,993.22, 1,990.77, 1,972.00] -> Median: 1,990.77
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 13.5 L/d (drain-slow, band 170.4L over 13.0d, 24 pts)
22/01/2026 10:57:35 1,972.00 1,976.62 13.7 Valid Immediate GOOD
• Smoothing: Window [1,990.77, 1,972.00, 1,976.62] -> Median: 1,976.62
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 13.7 L/d (drain-slow, band 176.1L over 13.5d, 25 pts)
22/01/2026 22:57:51 1,976.62 1,972.00 12.9 Valid Immediate GOOD
• Smoothing: Window [1,972.00, 1,976.62, 1,954.86] -> Median: 1,972.00
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 12.9 L/d (drain-slow, band 167.4L over 13.5d, 25 pts)
23/01/2026 10:58:08 1,954.86 1,954.86 13.4 Valid Immediate GOOD
• Smoothing: Window [1,976.62, 1,954.86, 1,949.70] -> Median: 1,954.86
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 13.4 L/d (drain-slow, band 164.6L over 13.0d, 25 pts)
23/01/2026 22:58:25 1,949.70 1,949.70 13.2 Valid Immediate GOOD
• Smoothing: Window [1,954.86, 1,949.70, 1,934.46] -> Median: 1,949.70
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 13.2 L/d (drain-slow, band 171.6L over 13.5d, 26 pts)
24/01/2026 10:58:41 1,934.46 1,947.25 13.8 Valid Immediate GOOD
• Smoothing: Window [1,949.70, 1,934.46, 1,947.25] -> Median: 1,947.25
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 13.8 L/d (drain-slow, band 175.4L over 13.5d, 26 pts)
24/01/2026 22:58:58 1,947.25 1,934.46 13.8 Valid Immediate GOOD
• Smoothing: Window [1,934.46, 1,947.25, 1,929.30] -> Median: 1,934.46
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 13.8 L/d (drain-slow, band 183.1L over 13.5d, 26 pts)
25/01/2026 10:59:14 1,929.30 1,929.30 13.8 Valid Immediate GOOD
• Smoothing: Window [1,947.25, 1,929.30, 1,926.85] -> Median: 1,929.30
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 13.8 L/d (drain-slow, band 178.6L over 13.5d, 26 pts)
25/01/2026 22:59:31 1,926.85 1,926.85 13.7 Valid Immediate GOOD
• Smoothing: Window [1,929.30, 1,926.85, 1,896.11] -> Median: 1,926.85
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 13.7 L/d (drain-slow, band 174.5L over 13.5d, 26 pts)
26/01/2026 10:59:47 1,896.11 1,896.11 13.4 Valid Immediate GOOD
• Smoothing: Window [1,926.85, 1,896.11, 1,893.66] -> Median: 1,896.11
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 13.4 L/d (drain-slow, band 173.0L over 13.5d, 26 pts)
26/01/2026 23:00:04 1,893.66 1,893.66 12.7 Valid Immediate GOOD
• Smoothing: Window [1,896.11, 1,893.66, 1,873.26] -> Median: 1,893.66
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 12.7 L/d (drain-slow, band 154.5L over 13.5d, 26 pts)
28/01/2026 23:01:27 1,873.26 1,873.26 12.1 Valid Immediate GOOD
• Smoothing: Window [1,893.66, 1,873.26, 1,858.03] -> Median: 1,873.26
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 12.1 L/d (drain-slow, band 148.7L over 13.5d, 24 pts)
29/01/2026 11:01:44 1,858.03 1,860.48 11.0 Valid Immediate GOOD
• Smoothing: Window [1,873.26, 1,858.03, 1,860.48] -> Median: 1,860.48
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 11.0 L/d (drain-slow, band 147.4L over 13.5d, 24 pts)
29/01/2026 23:02:00 1,860.48 1,858.03 12.4 Valid Immediate GOOD
• Smoothing: Window [1,858.03, 1,860.48, 1,834.91] -> Median: 1,858.03
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 12.4 L/d (drain-slow, band 159.4L over 13.5d, 24 pts)
30/01/2026 11:02:16 1,834.91 1,842.53 12.9 Valid Immediate GOOD
• Smoothing: Window [1,860.48, 1,834.91, 1,842.53] -> Median: 1,842.53
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 12.9 L/d (drain-slow, band 166.9L over 13.5d, 24 pts)
30/01/2026 23:02:33 1,842.53 1,834.91 12.1 Valid Immediate GOOD
• Smoothing: Window [1,834.91, 1,842.53, 1,824.85] -> Median: 1,834.91
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 12.1 L/d (drain-slow, band 162.0L over 13.5d, 24 pts)
31/01/2026 11:02:49 1,824.85 1,829.74 13.1 Valid Immediate GOOD
• Smoothing: Window [1,842.53, 1,824.85, 1,829.74] -> Median: 1,829.74
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 13.1 L/d (drain-slow, band 169.0L over 13.5d, 24 pts)
31/01/2026 23:03:06 1,829.74 1,824.85 12.9 Valid Immediate GOOD
• Smoothing: Window [1,824.85, 1,829.74, 1,819.68] -> Median: 1,824.85
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 12.9 L/d (drain-slow, band 171.7L over 13.5d, 24 pts)
01/02/2026 11:03:24 1,819.68 1,822.13 13.7 Valid Immediate GOOD
• Smoothing: Window [1,829.74, 1,819.68, 1,822.13] -> Median: 1,822.13
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 13.7 L/d (drain-slow, band 174.7L over 13.0d, 24 pts)
01/02/2026 23:03:39 1,822.13 1,819.68 13.5 Valid Immediate GOOD
• Smoothing: Window [1,819.68, 1,822.13, 1,809.34] -> Median: 1,819.68
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 13.5 L/d (drain-slow, band 178.7L over 13.5d, 25 pts)
02/02/2026 11:03:56 1,809.34 1,809.34 13.4 Valid Immediate GOOD
• Smoothing: Window [1,822.13, 1,809.34, 1,801.73] -> Median: 1,809.34
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 13.4 L/d (drain-slow, band 175.7L over 13.5d, 25 pts)
02/02/2026 23:04:12 1,801.73 1,801.73 12.8 Valid Immediate GOOD
• Smoothing: Window [1,809.34, 1,801.73, 1,773.71] -> Median: 1,801.73
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 12.8 L/d (drain-slow, band 171.6L over 13.5d, 25 pts)
03/02/2026 11:04:30 1,773.71 1,773.71 13.4 Valid Immediate GOOD
• Smoothing: Window [1,801.73, 1,773.71, 1,771.26] -> Median: 1,773.71
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 13.4 L/d (drain-slow, band 171.6L over 13.5d, 25 pts)
03/02/2026 23:04:45 1,771.26 1,771.26 13.0 Valid Immediate GOOD
• Smoothing: Window [1,773.71, 1,771.26, 1,760.93] -> Median: 1,771.26
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 13.0 L/d (drain-slow, band 170.0L over 13.5d, 25 pts)
04/02/2026 11:05:02 1,760.93 1,760.93 14.7 Valid Immediate GOOD
• Smoothing: Window [1,771.26, 1,760.93, 1,758.48] -> Median: 1,760.93
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 14.7 L/d (drain-slow, band 180.2L over 13.5d, 25 pts)
04/02/2026 23:05:18 1,758.48 1,758.48 13.6 Valid Immediate GOOD
• Smoothing: Window [1,760.93, 1,758.48, 1,740.53] -> Median: 1,758.48
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 13.6 L/d (drain-slow, band 180.6L over 13.5d, 25 pts)
05/02/2026 11:05:37 1,740.53 1,740.53 14.0 Valid Immediate GOOD
• Smoothing: Window [1,758.48, 1,740.53, 1,730.46] -> Median: 1,740.53
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 14.0 L/d (drain-slow, band 183.7L over 13.5d, 25 pts)
05/02/2026 23:05:54 1,730.46 1,730.46 14.0 Valid Immediate GOOD
• Smoothing: Window [1,740.53, 1,730.46, 1,720.13] -> Median: 1,730.46
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 14.0 L/d (drain-slow, band 182.7L over 13.5d, 25 pts)
06/02/2026 23:06:37 1,720.13 1,720.13 14.0 Valid Immediate GOOD
• Smoothing: Window [1,730.46, 1,720.13, 1,707.34] -> Median: 1,720.13
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 14.0 L/d (drain-slow, band 182.6L over 13.5d, 24 pts)
07/02/2026 11:06:53 1,707.34 1,707.34 14.5 Valid Immediate GOOD
• Smoothing: Window [1,720.13, 1,707.34, 1,707.34] -> Median: 1,707.34
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 14.5 L/d (drain-slow, band 184.1L over 13.5d, 24 pts)
07/02/2026 23:07:10 1,707.34 1,707.34 13.0 Valid Immediate GOOD
• Smoothing: Window [1,707.34, 1,707.34, 1,707.34] -> Median: 1,707.34
• Stability Filter: No change in volume.
• Usage Rate: 13.0 L/d (drain-slow, band 172.1L over 13.5d, 24 pts)
08/02/2026 23:07:42 1,707.34 1,707.34 12.3 Valid Immediate GOOD
• Smoothing: Window [1,707.34, 1,707.34, 1,691.02] -> Median: 1,707.34
• Stability Filter: No change in volume.
• Usage Rate: 12.3 L/d (drain-slow, band 160.8L over 13.5d, 23 pts)
09/02/2026 11:07:58 1,691.02 1,691.02 11.3 Valid Immediate GOOD
• Smoothing: Window [1,707.34, 1,691.02, 1,691.02] -> Median: 1,691.02
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 11.3 L/d (drain-slow, band 152.6L over 13.5d, 23 pts)
09/02/2026 23:08:15 1,691.02 1,691.02 12.6 Valid Immediate GOOD
• Smoothing: Window [1,691.02, 1,691.02, 1,677.70] -> Median: 1,691.02
• Stability Filter: No change in volume.
• Usage Rate: 12.6 L/d (drain-slow, band 147.6L over 12.0d, 23 pts)
10/02/2026 11:08:31 1,677.70 1,677.70 13.4 Valid Immediate GOOD
• Smoothing: Window [1,691.02, 1,677.70, 1,664.10] -> Median: 1,677.70
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 13.4 L/d (drain-slow, band 157.5L over 12.5d, 24 pts)
10/02/2026 23:08:48 1,664.10 1,664.10 12.8 Valid Immediate GOOD
• Smoothing: Window [1,677.70, 1,664.10, 1,658.66] -> Median: 1,664.10
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 12.8 L/d (drain-slow, band 160.8L over 13.0d, 25 pts)
11/02/2026 11:09:04 1,658.66 1,661.38 13.4 Valid Immediate GOOD
• Smoothing: Window [1,664.10, 1,658.66, 1,661.38] -> Median: 1,661.38
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 13.4 L/d (drain-slow, band 165.9L over 13.5d, 26 pts)
11/02/2026 23:09:20 1,661.38 1,658.66 13.2 Valid Immediate GOOD
• Smoothing: Window [1,658.66, 1,661.38, 1,647.78] -> Median: 1,658.66
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 13.2 L/d (drain-slow, band 167.8L over 13.5d, 26 pts)
12/02/2026 11:09:36 1,647.78 1,647.78 12.8 Valid Immediate GOOD
• Smoothing: Window [1,661.38, 1,647.78, 1,642.61] -> Median: 1,647.78
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 12.8 L/d (drain-slow, band 169.6L over 13.5d, 26 pts)
12/02/2026 23:09:53 1,642.61 1,642.61 12.7 Valid Immediate GOOD
• Smoothing: Window [1,647.78, 1,642.61, 1,629.01] -> Median: 1,642.61
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 12.7 L/d (drain-slow, band 167.3L over 13.5d, 26 pts)
13/02/2026 11:10:09 1,629.01 1,629.01 13.1 Valid Immediate GOOD
• Smoothing: Window [1,642.61, 1,629.01, 1,618.13] -> Median: 1,629.01
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 13.1 L/d (drain-slow, band 170.3L over 13.5d, 26 pts)
13/02/2026 23:10:26 1,618.13 1,618.13 13.3 Valid Immediate GOOD
• Smoothing: Window [1,629.01, 1,618.13, 1,596.64] -> Median: 1,618.13
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 13.3 L/d (drain-slow, band 175.7L over 13.5d, 26 pts)
14/02/2026 11:10:43 1,596.64 1,609.97 14.1 Valid Immediate GOOD
• Smoothing: Window [1,618.13, 1,596.64, 1,609.97] -> Median: 1,609.97
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 14.1 L/d (drain-slow, band 178.7L over 13.5d, 26 pts)
14/02/2026 23:10:59 1,609.97 1,609.97 14.2 Valid Immediate GOOD
• Smoothing: Window [1,596.64, 1,609.97, 1,609.97] -> Median: 1,609.97
• Stability Filter: No change in volume.
• Usage Rate: 14.2 L/d (drain-slow, band 182.0L over 13.5d, 26 pts)
15/02/2026 23:11:31 1,609.97 1,609.97 12.1 Valid Immediate GOOD
• Smoothing: Window [1,609.97, 1,609.97, 1,604.80] -> Median: 1,609.97
• Stability Filter: No change in volume.
• Usage Rate: 12.1 L/d (drain-slow, band 159.5L over 13.5d, 25 pts)
16/02/2026 11:11:47 1,604.80 1,604.80 11.9 Valid Immediate GOOD
• Smoothing: Window [1,609.97, 1,604.80, 1,602.08] -> Median: 1,604.80
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 11.9 L/d (drain-slow, band 157.2L over 13.5d, 25 pts)
16/02/2026 23:12:04 1,602.08 1,602.08 11.6 Valid Immediate GOOD
• Smoothing: Window [1,604.80, 1,602.08, 1,599.36] -> Median: 1,602.08
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 11.6 L/d (drain-slow, band 153.1L over 13.5d, 25 pts)
17/02/2026 11:12:21 1,599.36 1,602.08 11.4 Valid Immediate GOOD
• Smoothing: Window [1,602.08, 1,599.36, 1,618.13] -> Median: 1,602.08
• Stability Filter: No change in volume.
• Usage Rate: 11.4 L/d (drain-slow, band 148.1L over 13.5d, 25 pts)
17/02/2026 23:12:37 1,618.13 1,599.36 10.1 Valid Immediate FAIR
• Smoothing: Window [1,599.36, 1,618.13, 1,593.92] -> Median: 1,599.36
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 10.1 L/d (drain-slow, band 133.3L over 13.5d, 25 pts)
18/02/2026 11:12:53 1,593.92 1,593.92 9.5 Valid Immediate GOOD
• Smoothing: Window [1,618.13, 1,593.92, 1,583.04] -> Median: 1,593.92
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 9.5 L/d (drain-slow, band 125.9L over 13.5d, 25 pts)
18/02/2026 23:13:10 1,583.04 1,583.04 8.9 Valid Immediate GOOD
• Smoothing: Window [1,593.92, 1,583.04, 1,566.99] -> Median: 1,583.04
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 8.9 L/d (drain-slow, band 117.3L over 13.5d, 25 pts)
19/02/2026 11:13:26 1,566.99 1,566.99 8.4 Valid Immediate GOOD
• Smoothing: Window [1,583.04, 1,566.99, 1,564.27] -> Median: 1,566.99
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 8.4 L/d (drain-slow, band 112.3L over 13.5d, 25 pts)
19/02/2026 23:13:42 1,564.27 1,564.27 9.6 Valid Immediate GOOD
• Smoothing: Window [1,566.99, 1,564.27, 1,550.67] -> Median: 1,564.27
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 9.6 L/d (drain-slow, band 120.0L over 13.0d, 25 pts)
20/02/2026 11:13:59 1,550.67 1,550.67 10.4 Valid Immediate GOOD
• Smoothing: Window [1,564.27, 1,550.67, 1,539.79] -> Median: 1,550.67
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 10.4 L/d (drain-slow, band 132.3L over 13.5d, 26 pts)
20/02/2026 23:14:16 1,539.79 1,539.79 10.6 Valid Immediate GOOD
• Smoothing: Window [1,550.67, 1,539.79, 1,537.07] -> Median: 1,539.79
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 10.6 L/d (drain-slow, band 133.6L over 13.5d, 26 pts)
21/02/2026 11:14:32 1,537.07 1,537.07 10.4 Valid Immediate GOOD
• Smoothing: Window [1,539.79, 1,537.07, 1,526.46] -> Median: 1,537.07
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 10.4 L/d (drain-slow, band 133.6L over 13.5d, 26 pts)
21/02/2026 23:14:51 1,526.46 1,526.46 11.6 Valid Immediate GOOD
• Smoothing: Window [1,537.07, 1,526.46, 1,521.02] -> Median: 1,526.46
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 11.6 L/d (drain-slow, band 139.1L over 13.0d, 26 pts)
22/02/2026 11:15:07 1,521.02 1,526.46 11.4 Valid Immediate GOOD
• Smoothing: Window [1,526.46, 1,521.02, 1,531.90] -> Median: 1,526.46
• Stability Filter: No change in volume.
• Usage Rate: 11.4 L/d (drain-slow, band 144.3L over 13.5d, 27 pts)
22/02/2026 23:15:24 1,531.90 1,521.02 10.8 Valid Immediate GOOD
• Smoothing: Window [1,521.02, 1,531.90, 1,518.30] -> Median: 1,521.02
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 10.8 L/d (drain-slow, band 134.5L over 13.5d, 27 pts)
23/02/2026 11:15:41 1,518.30 1,521.02 10.2 Valid Immediate GOOD
• Smoothing: Window [1,531.90, 1,518.30, 1,521.02] -> Median: 1,521.02
• Stability Filter: No change in volume.
• Usage Rate: 10.2 L/d (drain-slow, band 132.7L over 13.5d, 27 pts)
23/02/2026 23:15:56 1,521.02 1,518.30 10.4 Valid Immediate GOOD
• Smoothing: Window [1,518.30, 1,521.02, 1,507.42] -> Median: 1,518.30
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 10.4 L/d (drain-slow, band 135.5L over 13.5d, 27 pts)
24/02/2026 11:16:12 1,507.42 1,507.42 10.2 Valid Immediate GOOD
• Smoothing: Window [1,521.02, 1,507.42, 1,507.42] -> Median: 1,507.42
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 10.2 L/d (drain-slow, band 131.1L over 13.5d, 27 pts)
24/02/2026 23:16:28 1,507.42 1,507.42 9.6 Valid Immediate GOOD
• Smoothing: Window [1,507.42, 1,507.42, 1,494.10] -> Median: 1,507.42
• Stability Filter: No change in volume.
• Usage Rate: 9.6 L/d (drain-slow, band 124.7L over 13.5d, 27 pts)
25/02/2026 11:16:46 1,494.10 1,494.10 10.0 Valid Immediate GOOD
• Smoothing: Window [1,507.42, 1,494.10, 1,491.38] -> Median: 1,494.10
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 10.0 L/d (drain-slow, band 120.5L over 13.5d, 27 pts)
25/02/2026 23:17:02 1,491.38 1,491.38 9.0 Valid Immediate GOOD
• Smoothing: Window [1,494.10, 1,491.38, 1,485.94] -> Median: 1,491.38
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 9.0 L/d (drain-slow, band 115.1L over 13.5d, 27 pts)
26/02/2026 11:17:19 1,485.94 1,485.94 9.2 Valid Immediate GOOD
• Smoothing: Window [1,491.38, 1,485.94, 1,485.94] -> Median: 1,485.94
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 9.2 L/d (drain-slow, band 116.0L over 13.5d, 27 pts)
26/02/2026 23:17:35 1,485.94 1,485.94 11.8 Valid Immediate GOOD
• Smoothing: Window [1,485.94, 1,485.94, 1,475.06] -> Median: 1,485.94
• Stability Filter: No change in volume.
• Usage Rate: 11.8 L/d (drain-step, band 120.2L over 13.5d, 27 pts)
27/02/2026 11:17:52 1,475.06 1,475.06 9.2 Valid Immediate GOOD
• Smoothing: Window [1,485.94, 1,475.06, 1,475.06] -> Median: 1,475.06
• Stability Filter: Accepted drop. Future rise is Real Top-up (Ended 995.8L higher). Drop accepted.
• Usage Rate: 9.2 L/d (drain-slow, band 120.8L over 13.5d, 27 pts)
27/02/2026 23:18:09 1,475.06 1,475.06 10.4 Valid Immediate GOOD
• Smoothing: Window [1,475.06, 1,475.06, 1,459.01] -> Median: 1,475.06
• Stability Filter: No change in volume.
• Usage Rate: 10.4 L/d (drain-step, band 120.9L over 13.5d, 27 pts)
28/02/2026 11:18:25 1,459.01 1,461.73 9.6 Valid Immediate GOOD
• Smoothing: Window [1,475.06, 1,459.01, 1,461.73] -> Median: 1,461.73
• Stability Filter: Accepted drop. Future rise is Real Top-up (Ended 1,006.7L higher). Drop accepted.
• Usage Rate: 9.6 L/d (drain-slow, band 125.3L over 13.5d, 27 pts)
28/02/2026 23:18:42 1,461.73 1,459.01 10.0 Valid Immediate GOOD
• Smoothing: Window [1,459.01, 1,461.73, 1,448.13] -> Median: 1,459.01
• Stability Filter: Accepted drop. Future rise is Real Top-up (Ended 1,020.0L higher). Drop accepted.
• Usage Rate: 10.0 L/d (drain-slow, band 128.1L over 13.0d, 27 pts)
01/03/2026 11:18:58 1,448.13 1,448.13 10.0 Valid Immediate GOOD
• Smoothing: Window [1,461.73, 1,448.13, 1,442.69] -> Median: 1,448.13
• Stability Filter: Accepted drop. Future rise is Real Top-up (Ended 1,022.7L higher). Drop accepted.
• Usage Rate: 10.0 L/d (drain-slow, band 131.8L over 13.5d, 28 pts)
01/03/2026 23:19:15 1,442.69 1,442.69 10.4 Valid Immediate GOOD
• Smoothing: Window [1,448.13, 1,442.69, 1,437.25] -> Median: 1,442.69
• Stability Filter: Accepted drop. Future rise is Real Top-up (Ended 1,033.6L higher). Drop accepted.
• Usage Rate: 10.4 L/d (drain-slow, band 139.3L over 13.5d, 28 pts)
02/03/2026 11:19:31 1,437.25 1,437.25 10.6 Valid Immediate GOOD
• Smoothing: Window [1,442.69, 1,437.25, 1,437.25] -> Median: 1,437.25
• Stability Filter: Accepted drop. Future rise is Real Top-up (Ended 1,039.0L higher). Drop accepted.
• Usage Rate: 10.6 L/d (drain-slow, band 139.8L over 13.5d, 28 pts)
02/03/2026 23:19:47 1,437.25 1,437.25 10.6 Valid Immediate GOOD
• Smoothing: Window [1,437.25, 1,437.25, 1,415.76] -> Median: 1,437.25
• Stability Filter: No change in volume.
• Usage Rate: 10.6 L/d (drain-slow, band 139.8L over 13.5d, 28 pts)
03/03/2026 11:20:06 1,415.76 1,415.76 10.0 Valid Immediate GOOD
• Smoothing: Window [1,437.25, 1,415.76, 1,415.76] -> Median: 1,415.76 (Edge Protected)
• Stability Filter: Accepted drop. Future rise is Real Top-up (Ended 1,044.5L higher). Drop accepted.
• Usage Rate: 10.0 L/d (drain-slow, band 130.8L over 13.5d, 28 pts)
03/03/2026 23:20:22 2,481.73 2,481.73 - Top-up Verified (Latency) GOOD
• Smoothing: Window [2,481.73, 2,481.73, 2,481.73] -> Median: 2,481.73 (Edge Protected)
• Monotonic Logic: Accepted Top-up Rise of 1,066.0L. Future stepped down gradually (Valid Usage).
04/03/2026 11:20:38 2,481.73 2,481.73 - Valid Immediate GOOD
• Smoothing: Window [2,481.73, 2,481.73, 2,481.73] -> Median: 2,481.73
• Stability Filter: No change in volume.
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
04/03/2026 23:20:54 2,481.73 2,481.73 - Valid Immediate GOOD
• Smoothing: Window [2,481.73, 2,481.73, 2,481.73] -> Median: 2,481.73
• Stability Filter: No change in volume.
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
05/03/2026 11:21:11 2,481.73 2,481.73 - Valid Immediate GOOD
• Smoothing: Window [2,481.73, 2,481.73, 2,481.73] -> Median: 2,481.73
• Stability Filter: No change in volume.
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
05/03/2026 23:21:27 2,481.73 2,481.73 - Valid Immediate GOOD
• Smoothing: Window [2,481.73, 2,481.73, 2,481.73] -> Median: 2,481.73
• Stability Filter: No change in volume.
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
06/03/2026 11:21:43 2,481.73 2,481.73 0.0 Valid Immediate GOOD
• Smoothing: Window [2,481.73, 2,481.73, 2,481.73] -> Median: 2,481.73
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (sparse over 2.0d, 5 pts)
06/03/2026 23:21:58 2,481.73 2,481.73 0.0 Valid Immediate GOOD
• Smoothing: Window [2,481.73, 2,481.73, 2,467.86] -> Median: 2,481.73
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 0.0L over 2.5d, 6 pts)
07/03/2026 11:22:17 2,467.86 2,481.73 2.3 Valid Immediate GOOD
• Smoothing: Window [2,481.73, 2,467.86, 2,481.73] -> Median: 2,481.73
• Stability Filter: No change in volume.
• Usage Rate: 2.3 L/d (drain-slow, band 5.5L over 3.0d, 7 pts)
07/03/2026 23:22:33 2,481.73 2,467.86 2.0 Valid Immediate GOOD
• Smoothing: Window [2,467.86, 2,481.73, 2,448.54] -> Median: 2,467.86
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 2.0 L/d (drain-slow, band 4.2L over 3.5d, 8 pts)
08/03/2026 11:22:49 2,448.54 2,448.54 0.0 Valid Immediate GOOD
• Smoothing: Window [2,481.73, 2,448.54, 2,448.54] -> Median: 2,448.54
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 0.0 L/d (flat, band 17.7L over 4.0d, 9 pts)
08/03/2026 23:23:05 2,448.54 2,448.54 0.0 Valid Immediate GOOD
• Smoothing: Window [2,448.54, 2,448.54, 2,431.14] -> Median: 2,448.54
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 33.2L over 4.5d, 10 pts)
09/03/2026 11:23:22 2,431.14 2,432.77 8.4 Valid Immediate GOOD
• Smoothing: Window [2,448.54, 2,431.14, 2,432.77] -> Median: 2,432.77
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 8.4 L/d (drain-slow, band 33.2L over 5.0d, 11 pts)
09/03/2026 23:23:37 2,432.77 2,431.14 9.0 Valid Immediate GOOD
• Smoothing: Window [2,431.14, 2,432.77, 2,420.53] -> Median: 2,431.14
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 9.0 L/d (drain-slow, band 47.4L over 5.5d, 12 pts)
10/03/2026 11:23:54 2,420.53 2,420.53 8.4 Valid Immediate GOOD
• Smoothing: Window [2,432.77, 2,420.53, 2,418.62] -> Median: 2,420.53
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 8.4 L/d (drain-slow, band 50.3L over 6.0d, 13 pts)
10/03/2026 23:24:12 2,418.62 2,418.62 9.4 Valid Immediate GOOD
• Smoothing: Window [2,420.53, 2,418.62, 2,403.66] -> Median: 2,418.62
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 9.4 L/d (drain-slow, band 58.0L over 6.5d, 14 pts)
11/03/2026 11:24:27 2,403.66 2,408.02 9.0 Valid Immediate GOOD
• Smoothing: Window [2,418.62, 2,403.66, 2,408.02] -> Median: 2,408.02
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 9.0 L/d (drain-slow, band 62.3L over 7.0d, 15 pts)
11/03/2026 23:24:43 2,408.02 2,403.66 9.8 Valid Immediate GOOD
• Smoothing: Window [2,403.66, 2,408.02, 2,393.33] -> Median: 2,403.66
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 9.8 L/d (drain-slow, band 68.4L over 7.5d, 16 pts)
12/03/2026 11:24:59 2,393.33 2,393.33 9.8 Valid Immediate GOOD
• Smoothing: Window [2,408.02, 2,393.33, 2,368.03] -> Median: 2,393.33
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 9.8 L/d (drain-slow, band 75.5L over 8.0d, 17 pts)
13/03/2026 11:25:51 2,368.03 2,368.03 9.2 Valid Immediate GOOD
• Smoothing: Window [2,393.33, 2,368.03, 2,365.86] -> Median: 2,368.03
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 9.2 L/d (drain-slow, band 81.2L over 9.0d, 18 pts)
13/03/2026 23:26:07 2,365.86 2,365.86 10.6 Valid Immediate GOOD
• Smoothing: Window [2,368.03, 2,365.86, 2,336.48] -> Median: 2,365.86
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 10.6 L/d (drain-slow, band 93.5L over 9.5d, 19 pts)
14/03/2026 11:26:23 2,336.48 2,347.09 11.5 Valid Immediate GOOD
• Smoothing: Window [2,365.86, 2,336.48, 2,347.09] -> Median: 2,347.09
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 11.5 L/d (drain-slow, band 113.9L over 10.0d, 20 pts)
14/03/2026 23:26:38 2,347.09 2,340.83 11.9 Valid Immediate GOOD
• Smoothing: Window [2,336.48, 2,347.09, 2,340.83] -> Median: 2,340.83
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 11.9 L/d (drain-slow, band 115.9L over 10.5d, 21 pts)
15/03/2026 11:26:54 2,340.83 2,340.83 12.5 Valid Immediate GOOD
• Smoothing: Window [2,347.09, 2,340.83, 2,323.97] -> Median: 2,340.83
• Stability Filter: No change in volume.
• Usage Rate: 12.5 L/d (drain-slow, band 132.8L over 11.0d, 22 pts)
15/03/2026 23:27:10 2,323.97 2,323.97 12.2 Valid Immediate GOOD
• Smoothing: Window [2,340.83, 2,323.97, 2,311.18] -> Median: 2,323.97
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 12.2 L/d (drain-slow, band 139.6L over 11.5d, 23 pts)
16/03/2026 11:27:26 2,311.18 2,311.18 12.1 Valid Immediate GOOD
• Smoothing: Window [2,323.97, 2,311.18, 2,304.93] -> Median: 2,311.18
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 12.1 L/d (drain-slow, band 143.9L over 12.0d, 24 pts)
16/03/2026 23:27:41 2,304.93 2,304.93 12.6 Valid Immediate GOOD
• Smoothing: Window [2,311.18, 2,304.93, 2,303.02] -> Median: 2,304.93
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 12.6 L/d (drain-slow, band 152.8L over 12.5d, 25 pts)
17/03/2026 11:27:57 2,303.02 2,303.02 13.1 Valid Immediate GOOD
• Smoothing: Window [2,304.93, 2,303.02, 2,298.67] -> Median: 2,303.02
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 13.1 L/d (drain-slow, band 164.2L over 13.0d, 26 pts)
18/03/2026 11:28:49 2,298.67 2,303.02 13.1 Valid Immediate GOOD
• Smoothing: Window [2,303.02, 2,298.67, 2,303.02] -> Median: 2,303.02
• Stability Filter: No change in volume.
• Usage Rate: 13.1 L/d (drain-slow, band 173.7L over 13.5d, 26 pts)
18/03/2026 23:29:05 2,303.02 2,303.02 13.2 Valid Immediate GOOD
• Smoothing: Window [2,298.67, 2,303.02, 2,298.67] -> Median: 2,298.67
• Stability Filter: Median artifact detected. Rescued Raw Value (2,303.0L).
• Usage Rate: 13.2 L/d (drain-slow, band 177.8L over 13.5d, 26 pts)
19/03/2026 11:29:20 2,298.67 2,303.02 14.6 Valid Immediate GOOD
• Smoothing: Window [2,303.02, 2,298.67, 2,303.02] -> Median: 2,303.02
• Stability Filter: No change in volume.
• Usage Rate: 14.6 L/d (drain-step, band 178.7L over 13.5d, 26 pts)
20/03/2026 11:30:02 2,303.02 2,303.02 12.2 Valid Immediate GOOD
• Smoothing: Window [2,298.67, 2,303.02, 2,298.67] -> Median: 2,298.67
• Stability Filter: Median artifact detected. Rescued Raw Value (2,303.0L).
• Usage Rate: 12.2 L/d (drain-slow, band 157.1L over 13.5d, 25 pts)
20/03/2026 23:30:18 2,298.67 2,303.02 11.1 Valid Immediate GOOD
• Smoothing: Window [2,303.02, 2,298.67, 2,292.42] -> Median: 2,298.67
• Stability Filter: Clamped minor wobble drop of 4.4L back to stable level. Future rebound returned near baseline in 1.0d after a short wobble.
• Usage Rate: 11.1 L/d (drain-slow, band 148.1L over 13.5d, 25 pts)
21/03/2026 11:30:35 2,292.42 2,303.02 11.1 Valid Immediate GOOD
• Smoothing: Window [2,298.67, 2,292.42, 2,307.10] -> Median: 2,298.67
• Stability Filter: Clamped minor wobble drop of 4.4L back to stable level. Future rebound returned near baseline in 0.5d after a short wobble.
• Usage Rate: 11.1 L/d (drain-slow, band 143.6L over 13.5d, 25 pts)
21/03/2026 23:30:52 2,307.10 2,303.02 9.9 Valid Immediate GOOD
• Smoothing: Window [2,292.42, 2,307.10, 2,303.02] -> Median: 2,303.02
• Stability Filter: No change in volume.
• Usage Rate: 9.9 L/d (drain-slow, band 133.4L over 13.5d, 25 pts)
22/03/2026 23:31:44 2,303.02 2,303.02 0.0 Valid Immediate GOOD
• Smoothing: Window [2,307.10, 2,303.02, 2,290.24] -> Median: 2,303.02
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 121.3L over 13.5d, 24 pts)
23/03/2026 11:32:00 2,290.24 2,296.50 8.9 Valid Immediate GOOD
• Smoothing: Window [2,303.02, 2,290.24, 2,296.50] -> Median: 2,296.50
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 8.9 L/d (drain-slow, band 116.8L over 13.5d, 24 pts)
23/03/2026 23:32:16 2,296.50 2,296.50 8.3 Valid Immediate GOOD
• Smoothing: Window [2,290.24, 2,296.50, 2,292.42] -> Median: 2,292.42
• Stability Filter: Median artifact detected. Rescued Raw Value (2,296.5L).
• Usage Rate: 8.3 L/d (drain-slow, band 109.6L over 13.5d, 24 pts)
24/03/2026 11:32:31 2,292.42 2,296.50 7.9 Valid Immediate GOOD
• Smoothing: Window [2,296.50, 2,292.42, 2,300.85] -> Median: 2,296.50
• Stability Filter: No change in volume.
• Usage Rate: 7.9 L/d (drain-slow, band 106.9L over 13.5d, 24 pts)
24/03/2026 23:32:47 2,300.85 2,292.42 7.2 Valid Immediate GOOD
• Smoothing: Window [2,292.42, 2,300.85, 2,290.24] -> Median: 2,292.42
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 7.2 L/d (drain-slow, band 92.1L over 13.5d, 24 pts)
25/03/2026 11:33:03 2,290.24 2,290.24 5.6 Valid Immediate GOOD
• Smoothing: Window [2,300.85, 2,290.24, 2,281.81] -> Median: 2,290.24
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 5.6 L/d (drain-slow, band 75.0L over 13.5d, 24 pts)
25/03/2026 23:33:18 2,281.81 2,281.81 5.4 Valid Immediate GOOD
• Smoothing: Window [2,290.24, 2,281.81, 2,281.81] -> Median: 2,281.81
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 5.4 L/d (drain-slow, band 69.3L over 13.5d, 24 pts)
26/03/2026 11:33:35 2,281.81 2,281.81 4.4 Valid Immediate GOOD
• Smoothing: Window [2,281.81, 2,281.81, 2,296.50] -> Median: 2,281.81
• Stability Filter: No change in volume.
• Usage Rate: 4.4 L/d (drain-slow, band 55.0L over 13.0d, 24 pts)
26/03/2026 23:33:51 2,296.50 2,281.81 4.2 Valid Immediate GOOD
• Smoothing: Window [2,281.81, 2,296.50, 2,281.81] -> Median: 2,281.81
• Stability Filter: No change in volume.
• Usage Rate: 4.2 L/d (drain-slow, band 54.3L over 13.5d, 25 pts)
27/03/2026 11:34:07 2,281.81 2,281.81 4.4 Valid Immediate GOOD
• Smoothing: Window [2,296.50, 2,281.81, 2,283.98] -> Median: 2,283.98
• Monotonic Logic: Rejected small rise of 2.2L. Future plummeted back to baseline inside window (3.0d). Clamped to 2,281.8
• Usage Rate: 4.4 L/d (drain-slow, band 53.9L over 13.5d, 25 pts)
27/03/2026 23:34:23 2,283.98 2,281.81 4.0 Valid Immediate GOOD
• Smoothing: Window [2,281.81, 2,283.98, 2,279.90] -> Median: 2,281.81
• Stability Filter: No change in volume.
• Usage Rate: 4.0 L/d (drain-slow, band 48.8L over 13.5d, 25 pts)
28/03/2026 11:34:40 2,279.90 2,281.81 3.1 Valid Immediate GOOD
• Smoothing: Window [2,283.98, 2,279.90, 2,288.34] -> Median: 2,283.98
• Monotonic Logic: Rejected small rise of 2.2L. Future plummeted back to baseline inside window (2.0d). Clamped to 2,281.8
• Usage Rate: 3.1 L/d (drain-slow, band 37.0L over 13.5d, 25 pts)
28/03/2026 23:34:56 2,288.34 2,281.81 0.0 Valid Immediate GOOD
• Smoothing: Window [2,279.90, 2,288.34, 2,281.81] -> Median: 2,281.81
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 27.7L over 13.5d, 25 pts)
29/03/2026 11:35:12 2,281.81 2,281.81 0.0 Valid Immediate GOOD
• Smoothing: Window [2,288.34, 2,281.81, 2,263.04] -> Median: 2,281.81
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 24.4L over 13.5d, 25 pts)
29/03/2026 23:35:29 2,263.04 2,263.04 0.0 Valid Immediate GOOD
• Smoothing: Window [2,281.81, 2,263.04, 2,252.43] -> Median: 2,263.04
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 0.0 L/d (flat, band 22.4L over 13.5d, 25 pts)
30/03/2026 11:35:48 2,252.43 2,252.43 1.7 Valid Immediate GOOD
• Smoothing: Window [2,263.04, 2,252.43, 2,246.18] -> Median: 2,252.43
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 1.7 L/d (drain-slow, band 22.4L over 13.5d, 25 pts)
30/03/2026 23:36:03 2,246.18 2,246.18 3.0 Valid Immediate GOOD
• Smoothing: Window [2,252.43, 2,246.18, 2,244.00] -> Median: 2,246.18
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 3.0 L/d (drain-slow, band 33.2L over 13.5d, 25 pts)
31/03/2026 11:36:20 2,244.00 2,244.00 7.4 Valid Immediate GOOD
• Smoothing: Window [2,246.18, 2,244.00, 2,242.10] -> Median: 2,244.00
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 7.4 L/d (drain-step, band 46.3L over 13.0d, 25 pts)
31/03/2026 23:36:36 2,242.10 2,242.10 7.4 Valid Immediate GOOD
• Smoothing: Window [2,244.00, 2,242.10, 2,237.74] -> Median: 2,242.10
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 7.4 L/d (drain-step, band 53.7L over 13.5d, 26 pts)
01/04/2026 11:36:54 2,237.74 2,237.74 7.4 Valid Immediate GOOD
• Smoothing: Window [2,242.10, 2,237.74, 2,233.66] -> Median: 2,237.74
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 7.4 L/d (drain-step, band 57.9L over 13.5d, 26 pts)
01/04/2026 23:37:11 2,233.66 2,233.66 8.1 Valid Immediate GOOD
• Smoothing: Window [2,237.74, 2,233.66, 2,227.41] -> Median: 2,233.66
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 8.1 L/d (drain-step, band 58.9L over 13.5d, 26 pts)
02/04/2026 11:37:27 2,227.41 2,233.66 5.0 Valid Immediate GOOD
• Smoothing: Window [2,233.66, 2,227.41, 2,242.10] -> Median: 2,233.66
• Stability Filter: No change in volume.
• Usage Rate: 5.0 L/d (drain-slow, band 62.0L over 13.0d, 26 pts)
02/04/2026 23:37:43 2,242.10 2,227.41 4.8 Valid Immediate GOOD
• Smoothing: Window [2,227.41, 2,242.10, 2,227.41] -> Median: 2,227.41
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 4.8 L/d (drain-slow, band 61.4L over 13.5d, 27 pts)
03/04/2026 11:37:59 2,227.41 2,227.41 4.8 Valid Immediate GOOD
• Smoothing: Window [2,242.10, 2,227.41, 2,212.72] -> Median: 2,227.41
• Stability Filter: No change in volume.
• Usage Rate: 4.8 L/d (drain-slow, band 63.4L over 13.5d, 27 pts)
03/04/2026 23:38:15 2,212.72 2,212.72 5.1 Valid Immediate GOOD
• Smoothing: Window [2,227.41, 2,212.72, 2,212.72] -> Median: 2,212.72
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 5.1 L/d (drain-slow, band 67.1L over 13.5d, 27 pts)
04/04/2026 23:38:51 2,212.72 2,212.72 10.6 Valid Immediate GOOD
• Smoothing: Window [2,212.72, 2,212.72, 2,183.62] -> Median: 2,212.72
• Stability Filter: No change in volume.
• Usage Rate: 10.6 L/d (drain-step, band 69.1L over 13.0d, 26 pts)
05/04/2026 11:39:08 2,183.62 2,190.69 6.2 Valid Immediate GOOD
• Smoothing: Window [2,212.72, 2,183.62, 2,190.69] -> Median: 2,190.69
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 6.2 L/d (drain-slow, band 75.0L over 13.5d, 27 pts)
05/04/2026 23:39:26 2,190.69 2,190.69 12.4 Valid Immediate GOOD
• Smoothing: Window [2,183.62, 2,190.69, 2,190.69] -> Median: 2,190.69
• Stability Filter: No change in volume.
• Usage Rate: 12.4 L/d (drain-step, band 81.3L over 13.5d, 27 pts)