Tank Readings Analysis

Offline Fixture Replay
Sample S061 for tank 5A9FD4
Sweeney Oil · Scoil Naisunta Cholm Cille
Matches expected baseline
baseline
Sampling Class SEMI_SPARSE
Data Health 98.8%
Usage Rate (L/day) 10.8
Days Remaining 61
Weekly Consumption 142.9 L/week 10 reportable weeks / 14
Points Processed
Raw: 647
Deduped: 0

Pipeline Output (Litres)

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

Weekly Consumption Report

Average 142.9 L/week · Median 149.2 L/week · Coverage 71%
Sampling SEMI_SPARSE
Data Health 98.8%
Bars are shown only for weeks with enough clean coverage. Missing or unreliable weeks are left blank.

Detected Events

Time Type Delta (L)
Apr 05 21:02 FLATLINE_END 66 pts
Mar 28 11:52 FLATLINE_START 55 pts
Feb 06 19:47 TOPUP 996
Feb 05 10:45 LOW_LEVEL 627L (25%)
Jan 09 13:13 SUDDEN_DROP 56
Jan 06 19:10 TOPUP 952
Jan 06 07:09 LOW_LEVEL 571L (25%)

Pipeline Trace

[Pipeline] Starting Pipeline execution...
[StageIngestSnapshot] Loaded 647 snapshot readings.
[StageValidate] Validation complete. Invalidated: 0
[StageDedup] Removed 0 duplicates.
[StageGapAnalysis] Median Interval: 3.0h, Max Gap: 114.1h. Class: SEMI_SPARSE
[StageNoise] Applied smoothing to 647 points.
[StageNoise] Applied Monotonic + Stability Filter. Clamped 264 points.
[StageMetrics] Calculated per-point usage rates.
[StageMetrics] Set Global Usage Rate to LATEST: 10.83 L/day.
[StageMetrics] Health Score: 98.8% (Good: 622, Fair: 25, Poor: 0)
[StageVisuals] Generated series. Raw: 647, Smooth: 647
[Pipeline] Pipeline completed in 956.66ms

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 01:09 - 11 Jan 22:16 573.7 1,289.5 715.8 0.0 43 5.9 6.0 INSUFFICIENT Issue: Event In Week
2026-W03 12 Jan - 18 Jan 2026 12 Jan 01:16 - 18 Jan 22:24 1,289.5 1,120.3 -169.2 169.2 50 6.9 6.0 OK None
2026-W04 19 Jan - 25 Jan 2026 19 Jan 01:24 - 25 Jan 22:32 1,120.3 905.5 -214.8 214.8 56 6.9 6.0 OK None
2026-W05 26 Jan - 01 Feb 2026 26 Jan 01:33 - 01 Feb 22:41 905.5 698.6 -206.8 206.8 49 6.9 18.0 OK None
2026-W06 02 Feb - 08 Feb 2026 02 Feb 01:41 - 08 Feb 22:50 698.6 1,574.1 875.5 0.0 54 6.9 9.0 INSUFFICIENT Issue: Event In Week
2026-W07 09 Feb - 15 Feb 2026 09 Feb 01:50 - 14 Feb 16:57 1,574.1 1,425.2 -149.0 149.0 46 5.6 3.0 OK None
2026-W08 16 Feb - 22 Feb 2026 19 Feb 11:05 - 22 Feb 23:09 1,344.8 1,344.8 0.0 0.0 26 3.5 6.0 INSUFFICIENT Issue: Insufficient Span, Late Week Start
2026-W09 23 Feb - 01 Mar 2026 23 Feb 05:09 - 01 Mar 23:18 1,344.8 1,194.0 -150.8 150.8 49 6.8 6.0 OK None
2026-W10 02 Mar - 08 Mar 2026 02 Mar 05:18 - 08 Mar 23:26 1,191.7 1,071.6 -120.1 120.1 52 6.8 6.0 OK None
2026-W11 09 Mar - 15 Mar 2026 09 Mar 02:27 - 15 Mar 23:36 1,071.6 935.9 -135.7 135.7 55 6.9 6.0 OK None
2026-W12 16 Mar - 22 Mar 2026 16 Mar 02:37 - 22 Mar 23:45 935.9 802.6 -133.4 133.4 57 6.9 3.0 OK None
2026-W13 23 Mar - 29 Mar 2026 23 Mar 02:45 - 29 Mar 23:54 802.6 653.1 -149.5 149.5 56 6.9 3.0 OK None
2026-W14 30 Mar - 05 Apr 2026 30 Mar 02:54 - 05 Apr 21:02 653.1 655.4 2.3 0.0 53 6.8 9.0 OK None
2026-W15 06 Apr - 12 Apr 2026 06 Apr 00:02 - 06 Apr 00:02 657.9 657.9 0.0 0.0 1 0.0 0.0 INSUFFICIENT Issue: Too Few Readings, Insufficient Span, Early Week End

Detailed Reading Analysis

Timestamp Raw (L) Smooth (L) Rate (L/d) Status Decision Speed Health Analysis Log
06/01/2026 01:09:09 573.70 573.70 - Valid Immediate GOOD
• Smoothing: Window [573.70, 573.70, 571.39] -> Median: 573.70
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
06/01/2026 07:09:26 571.39 571.39 - Threshold Alert Immediate GOOD
• Smoothing: Window [573.70, 571.39, 552.19] -> Median: 571.39
• Stability Filter: Accepted drop. Future rise is Real Top-up (Ended 897.5L higher). Drop accepted.
• Event: Tank Level below 25% (571.392L < 640L).
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
06/01/2026 10:09:35 552.19 552.19 - Valid Immediate GOOD
• Smoothing: Window [571.39, 552.19, 534.02] -> Median: 552.19
• Stability Filter: Accepted drop. Future rise is Real Top-up (Ended 899.8L higher). Drop accepted.
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
06/01/2026 13:09:42 534.02 534.02 - Valid Immediate GOOD
• Smoothing: Window [552.19, 534.02, 518.91] -> Median: 534.02
• Stability Filter: Accepted drop. Future rise is Real Top-up (Ended 919.0L higher). Drop accepted.
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
06/01/2026 16:09:51 518.91 518.91 - Valid Immediate GOOD
• Smoothing: Window [534.02, 518.91, 518.91] -> Median: 518.91 (Edge Protected)
• Stability Filter: Accepted drop. Future rise is Real Top-up (Ended 937.2L higher). Drop accepted.
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
06/01/2026 19:10:00 1,471.23 1,471.23 - Top-up Verified (Latency) GOOD
• Smoothing: Window [1,471.23, 1,471.23, 1,460.48] -> Median: 1,471.23 (Edge Protected)
• Monotonic Logic: Accepted Top-up Rise of 952.3L. Future stepped down gradually (Valid Usage).
• Event Reset: Level recovered above threshold + hysteresis.
06/01/2026 22:10:13 1,460.48 1,463.30 - Valid Immediate GOOD
• Smoothing: Window [1,471.23, 1,460.48, 1,463.30] -> Median: 1,463.30
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
07/01/2026 01:10:23 1,463.30 1,460.48 - Valid Immediate GOOD
• Smoothing: Window [1,460.48, 1,463.30, 1,452.54] -> Median: 1,460.48
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
07/01/2026 07:10:48 1,452.54 1,452.54 - Valid Immediate GOOD
• Smoothing: Window [1,463.30, 1,452.54, 1,438.98] -> Median: 1,452.54
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
07/01/2026 10:10:57 1,438.98 1,438.98 - Valid Immediate GOOD
• Smoothing: Window [1,452.54, 1,438.98, 1,422.34] -> Median: 1,438.98
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
07/01/2026 13:11:05 1,422.34 1,422.34 - Valid Immediate GOOD
• Smoothing: Window [1,438.98, 1,422.34, 1,413.89] -> Median: 1,422.34
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
07/01/2026 16:11:14 1,413.89 1,413.89 - Valid Immediate GOOD
• Smoothing: Window [1,422.34, 1,413.89, 1,411.33] -> Median: 1,413.89
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
07/01/2026 19:11:26 1,411.33 1,411.33 - Valid Immediate GOOD
• Smoothing: Window [1,413.89, 1,411.33, 1,405.70] -> Median: 1,411.33
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
07/01/2026 22:11:35 1,405.70 1,408.51 - Valid Immediate GOOD
• Smoothing: Window [1,411.33, 1,405.70, 1,408.51] -> Median: 1,408.51
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
08/01/2026 01:11:42 1,408.51 1,408.51 - Valid Immediate GOOD
• Smoothing: Window [1,405.70, 1,408.51, 1,408.51] -> Median: 1,408.51
• Stability Filter: No change in volume.
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
08/01/2026 07:12:00 1,408.51 1,408.51 - Valid Immediate GOOD
• Smoothing: Window [1,408.51, 1,408.51, 1,389.06] -> Median: 1,408.51
• Stability Filter: No change in volume.
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
08/01/2026 10:12:09 1,389.06 1,389.06 - Valid Immediate GOOD
• Smoothing: Window [1,408.51, 1,389.06, 1,364.22] -> Median: 1,389.06
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
08/01/2026 13:12:21 1,364.22 1,364.22 - Valid Immediate GOOD
• Smoothing: Window [1,389.06, 1,364.22, 1,347.58] -> Median: 1,364.22
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
08/01/2026 16:12:30 1,347.58 1,347.58 - Valid Immediate GOOD
• Smoothing: Window [1,364.22, 1,347.58, 1,347.58] -> Median: 1,347.58
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
08/01/2026 19:12:39 1,347.58 1,347.58 - Valid Immediate GOOD
• Smoothing: Window [1,347.58, 1,347.58, 1,347.58] -> Median: 1,347.58
• Stability Filter: No change in volume.
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
08/01/2026 22:12:47 1,347.58 1,347.58 64.5 Valid Immediate GOOD
• Smoothing: Window [1,347.58, 1,347.58, 1,352.96] -> Median: 1,347.58
• Stability Filter: No change in volume.
• Usage Rate: 64.5 L/d (drain-slow, band 19.2L over 2.0d, 15 pts)
09/01/2026 01:12:59 1,352.96 1,347.58 60.2 Valid Immediate GOOD
• Smoothing: Window [1,347.58, 1,352.96, 1,350.40] -> Median: 1,350.40
• Monotonic Logic: Rejected small rise of 2.8L. Future plummeted back to baseline inside window (0.5d). Clamped to 1,347.6
• Usage Rate: 60.2 L/d (drain-slow, band 19.3L over 2.1d, 16 pts)
09/01/2026 07:13:18 1,350.40 1,347.58 55.0 Valid Immediate GOOD
• Smoothing: Window [1,352.96, 1,350.40, 1,292.03] -> Median: 1,350.40
• Monotonic Logic: Rejected small rise of 2.8L. Future plummeted back to baseline inside window (0.3d). Clamped to 1,347.6
• Usage Rate: 55.0 L/d (drain-slow, band 23.2L over 2.4d, 17 pts)
09/01/2026 13:13:43 1,292.03 1,292.03 53.7 SUDDEN_DROP Verified (Latency) GOOD
• Smoothing: Window [1,350.40, 1,292.03, 1,289.47] -> Median: 1,292.03
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Event: SUDDEN_DROP detected. Drop 55.6L in 6.0h (9.2 L/h).
• Usage Rate: 53.7 L/d (drain-slow, band 25.7L over 2.6d, 18 pts)
09/01/2026 16:13:52 1,289.47 1,292.03 60.1 Valid Immediate GOOD
• Smoothing: Window [1,292.03, 1,289.47, 1,289.47] -> Median: 1,289.47
• Stability Filter: Clamped minor wobble drop of 2.6L back to stable level. Future rebound returned near baseline in 0.3d after a short wobble.
• Usage Rate: 60.1 L/d (drain-slow, band 27.9L over 2.8d, 19 pts)
09/01/2026 19:14:01 1,289.47 1,292.03 67.9 Valid Immediate GOOD
• Smoothing: Window [1,289.47, 1,289.47, 1,292.03] -> Median: 1,289.47
• Stability Filter: Clamped minor wobble drop of 2.6L back to stable level. Future rebound returned near baseline in 0.1d after a short wobble.
• Usage Rate: 67.9 L/d (drain-slow, band 26.4L over 2.9d, 20 pts)
09/01/2026 22:14:10 1,292.03 1,292.03 64.6 Valid Immediate GOOD
• Smoothing: Window [1,289.47, 1,292.03, 1,292.03] -> Median: 1,292.03
• Stability Filter: No change in volume.
• Usage Rate: 64.6 L/d (drain-slow, band 26.0L over 3.0d, 21 pts)
10/01/2026 01:14:22 1,292.03 1,292.03 61.6 Valid Immediate GOOD
• Smoothing: Window [1,292.03, 1,292.03, 1,294.85] -> Median: 1,292.03
• Stability Filter: No change in volume.
• Usage Rate: 61.6 L/d (drain-slow, band 25.9L over 3.1d, 22 pts)
10/01/2026 04:14:30 1,294.85 1,292.03 61.1 Valid Immediate GOOD
• Smoothing: Window [1,292.03, 1,294.85, 1,286.66] -> Median: 1,292.03
• Stability Filter: No change in volume.
• Usage Rate: 61.1 L/d (drain-slow, band 31.5L over 3.3d, 23 pts)
10/01/2026 07:14:39 1,286.66 1,292.03 58.3 Valid Immediate GOOD
• Smoothing: Window [1,294.85, 1,286.66, 1,289.47] -> Median: 1,289.47
• Stability Filter: Clamped minor wobble drop of 2.6L back to stable level. Future rebound returned near baseline in 0.4d after a short wobble.
• Usage Rate: 58.3 L/d (drain-slow, band 30.0L over 3.4d, 24 pts)
10/01/2026 10:14:46 1,289.47 1,289.47 55.8 Valid Immediate GOOD
• Smoothing: Window [1,286.66, 1,289.47, 1,286.66] -> Median: 1,286.66
• Stability Filter: Median artifact detected. Rescued Raw Value (1,289.5L).
• Usage Rate: 55.8 L/d (drain-slow, band 32.7L over 3.5d, 25 pts)
10/01/2026 13:14:55 1,286.66 1,289.47 54.3 Valid Immediate GOOD
• Smoothing: Window [1,289.47, 1,286.66, 1,292.03] -> Median: 1,289.47
• Stability Filter: No change in volume.
• Usage Rate: 54.3 L/d (drain-slow, band 35.1L over 3.6d, 26 pts)
10/01/2026 16:15:04 1,292.03 1,289.47 52.1 Valid Immediate GOOD
• Smoothing: Window [1,286.66, 1,292.03, 1,294.85] -> Median: 1,292.03
• Monotonic Logic: Rejected small rise of 2.6L. Future plummeted back to baseline inside window (1.9d). Clamped to 1,289.5
• Usage Rate: 52.1 L/d (drain-slow, band 35.4L over 3.8d, 27 pts)
10/01/2026 19:15:11 1,294.85 1,289.47 49.6 Valid Immediate GOOD
• Smoothing: Window [1,292.03, 1,294.85, 1,292.03] -> Median: 1,292.03
• Monotonic Logic: Rejected small rise of 2.6L. Future plummeted back to baseline inside window (1.8d). Clamped to 1,289.5
• Usage Rate: 49.6 L/d (drain-slow, band 38.5L over 3.9d, 28 pts)
10/01/2026 22:15:20 1,292.03 1,289.47 47.7 Valid Immediate GOOD
• Smoothing: Window [1,294.85, 1,292.03, 1,289.47] -> Median: 1,292.03
• Monotonic Logic: Rejected small rise of 2.6L. Future plummeted back to baseline inside window (1.6d). Clamped to 1,289.5
• Usage Rate: 47.7 L/d (drain-slow, band 42.6L over 4.0d, 29 pts)
11/01/2026 01:15:28 1,289.47 1,289.47 45.9 Valid Immediate GOOD
• Smoothing: Window [1,292.03, 1,289.47, 1,292.03] -> Median: 1,292.03
• Monotonic Logic: Rejected small rise of 2.6L. Future plummeted back to baseline inside window (1.5d). Clamped to 1,289.5
• Usage Rate: 45.9 L/d (drain-slow, band 44.3L over 4.1d, 30 pts)
11/01/2026 04:15:37 1,292.03 1,289.47 43.9 Valid Immediate GOOD
• Smoothing: Window [1,289.47, 1,292.03, 1,294.85] -> Median: 1,292.03
• Monotonic Logic: Rejected small rise of 2.6L. Future plummeted back to baseline inside window (1.4d). Clamped to 1,289.5
• Usage Rate: 43.9 L/d (drain-slow, band 44.1L over 4.3d, 31 pts)
11/01/2026 07:15:44 1,294.85 1,289.47 42.4 Valid Immediate GOOD
• Smoothing: Window [1,292.03, 1,294.85, 1,289.47] -> Median: 1,292.03
• Monotonic Logic: Rejected small rise of 2.6L. Future plummeted back to baseline inside window (1.3d). Clamped to 1,289.5
• Usage Rate: 42.4 L/d (drain-slow, band 44.9L over 4.4d, 32 pts)
11/01/2026 10:15:53 1,289.47 1,289.47 40.5 Valid Immediate GOOD
• Smoothing: Window [1,294.85, 1,289.47, 1,292.03] -> Median: 1,292.03
• Monotonic Logic: Rejected small rise of 2.6L. Future plummeted back to baseline inside window (1.1d). Clamped to 1,289.5
• Usage Rate: 40.5 L/d (drain-slow, band 50.3L over 4.5d, 33 pts)
11/01/2026 13:16:01 1,292.03 1,289.47 39.2 Valid Immediate GOOD
• Smoothing: Window [1,289.47, 1,292.03, 1,292.03] -> Median: 1,292.03
• Monotonic Logic: Rejected small rise of 2.6L. Future plummeted back to baseline inside window (1.0d). Clamped to 1,289.5
• Usage Rate: 39.2 L/d (drain-slow, band 54.9L over 4.6d, 34 pts)
11/01/2026 16:16:09 1,292.03 1,289.47 37.9 Valid Immediate GOOD
• Smoothing: Window [1,292.03, 1,292.03, 1,297.66] -> Median: 1,292.03
• Monotonic Logic: Rejected small rise of 2.6L. Future plummeted back to baseline inside window (0.9d). Clamped to 1,289.5
• Usage Rate: 37.9 L/d (drain-slow, band 56.2L over 4.8d, 35 pts)
11/01/2026 19:16:17 1,297.66 1,289.47 36.7 Valid Immediate GOOD
• Smoothing: Window [1,292.03, 1,297.66, 1,289.47] -> Median: 1,292.03
• Monotonic Logic: Rejected small rise of 2.6L. Future plummeted back to baseline inside window (0.8d). Clamped to 1,289.5
• Usage Rate: 36.7 L/d (drain-slow, band 59.2L over 4.9d, 36 pts)
11/01/2026 22:16:26 1,289.47 1,289.47 35.6 Valid Immediate GOOD
• Smoothing: Window [1,297.66, 1,289.47, 1,289.47] -> Median: 1,289.47
• Stability Filter: No change in volume.
• Usage Rate: 35.6 L/d (drain-slow, band 61.5L over 5.0d, 37 pts)
12/01/2026 01:16:35 1,289.47 1,289.47 33.6 Valid Immediate GOOD
• Smoothing: Window [1,289.47, 1,289.47, 1,286.66] -> Median: 1,289.47
• Stability Filter: No change in volume.
• Usage Rate: 33.6 L/d (drain-slow, band 64.2L over 5.1d, 38 pts)
12/01/2026 04:16:44 1,286.66 1,289.47 32.9 Valid Immediate GOOD
• Smoothing: Window [1,289.47, 1,286.66, 1,292.03] -> Median: 1,289.47
• Stability Filter: No change in volume.
• Usage Rate: 32.9 L/d (drain-slow, band 64.7L over 5.3d, 39 pts)
12/01/2026 07:16:51 1,292.03 1,286.66 32.0 Valid Immediate GOOD
• Smoothing: Window [1,286.66, 1,292.03, 1,278.21] -> Median: 1,286.66
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 32.0 L/d (drain-slow, band 64.7L over 5.4d, 40 pts)
12/01/2026 10:16:59 1,278.21 1,278.21 31.1 Valid Immediate GOOD
• Smoothing: Window [1,292.03, 1,278.21, 1,258.75] -> Median: 1,278.21
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 31.1 L/d (drain-slow, band 67.1L over 5.5d, 41 pts)
12/01/2026 13:17:08 1,258.75 1,258.75 30.5 Valid Immediate GOOD
• Smoothing: Window [1,278.21, 1,258.75, 1,249.79] -> Median: 1,258.75
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 30.5 L/d (drain-slow, band 66.6L over 5.6d, 42 pts)
12/01/2026 16:17:16 1,249.79 1,252.10 28.7 Valid Immediate GOOD
• Smoothing: Window [1,258.75, 1,249.79, 1,252.10] -> Median: 1,252.10
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 28.7 L/d (drain-slow, band 65.9L over 5.8d, 43 pts)
12/01/2026 19:17:25 1,252.10 1,249.79 28.5 Valid Immediate GOOD
• Smoothing: Window [1,249.79, 1,252.10, 1,249.79] -> Median: 1,249.79
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 28.5 L/d (drain-slow, band 65.7L over 5.9d, 44 pts)
12/01/2026 22:17:34 1,249.79 1,249.79 29.5 Valid Immediate GOOD
• Smoothing: Window [1,252.10, 1,249.79, 1,247.74] -> Median: 1,249.79
• Stability Filter: No change in volume.
• Usage Rate: 29.5 L/d (drain-slow, band 65.2L over 6.0d, 45 pts)
13/01/2026 01:17:41 1,247.74 1,249.79 32.7 Valid Immediate GOOD
• Smoothing: Window [1,249.79, 1,247.74, 1,252.10] -> Median: 1,249.79
• Stability Filter: No change in volume.
• Usage Rate: 32.7 L/d (drain-slow, band 64.6L over 6.1d, 46 pts)
13/01/2026 07:17:58 1,252.10 1,247.74 33.2 Valid Immediate GOOD
• Smoothing: Window [1,247.74, 1,252.10, 1,236.48] -> Median: 1,247.74
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 33.2 L/d (drain-slow, band 64.4L over 6.4d, 47 pts)
13/01/2026 10:18:07 1,236.48 1,236.48 32.4 Valid Immediate GOOD
• Smoothing: Window [1,252.10, 1,236.48, 1,216.26] -> Median: 1,236.48
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 32.4 L/d (drain-slow, band 64.0L over 6.5d, 48 pts)
13/01/2026 13:18:14 1,216.26 1,216.26 31.8 Valid Immediate GOOD
• Smoothing: Window [1,236.48, 1,216.26, 1,205.25] -> Median: 1,216.26
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 31.8 L/d (drain-slow, band 63.5L over 6.6d, 49 pts)
13/01/2026 16:18:23 1,205.25 1,216.26 31.3 Valid Immediate GOOD
• Smoothing: Window [1,216.26, 1,205.25, 1,207.30] -> Median: 1,207.30
• Stability Filter: Clamped minor wobble drop of 9.0L back to stable level. Future rebound returned near baseline in 0.3d after a short wobble.
• Usage Rate: 31.3 L/d (drain-slow, band 62.7L over 6.8d, 50 pts)
13/01/2026 19:18:31 1,207.30 1,216.26 30.4 Valid Immediate GOOD
• Smoothing: Window [1,205.25, 1,207.30, 1,214.21] -> Median: 1,207.30
• Stability Filter: Clamped minor wobble drop of 9.0L back to stable level. Future rebound returned near baseline in 0.1d after a short wobble.
• Usage Rate: 30.4 L/d (drain-slow, band 61.8L over 6.9d, 51 pts)
13/01/2026 22:18:39 1,214.21 1,211.90 30.6 Valid Immediate GOOD
• Smoothing: Window [1,207.30, 1,214.21, 1,211.90] -> Median: 1,211.90
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 30.6 L/d (drain-slow, band 60.6L over 7.0d, 52 pts)
14/01/2026 01:18:48 1,211.90 1,211.90 30.8 Valid Immediate GOOD
• Smoothing: Window [1,214.21, 1,211.90, 1,198.59] -> Median: 1,211.90
• Stability Filter: No change in volume.
• Usage Rate: 30.8 L/d (drain-slow, band 59.7L over 7.1d, 53 pts)
14/01/2026 07:19:05 1,198.59 1,198.59 33.6 Valid Immediate GOOD
• Smoothing: Window [1,211.90, 1,198.59, 1,180.67] -> Median: 1,198.59
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 33.6 L/d (drain-slow, band 58.5L over 7.4d, 54 pts)
14/01/2026 10:19:13 1,180.67 1,180.67 33.3 Valid Immediate GOOD
• Smoothing: Window [1,198.59, 1,180.67, 1,178.37] -> Median: 1,180.67
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 33.3 L/d (drain-slow, band 57.5L over 7.5d, 55 pts)
14/01/2026 13:19:21 1,178.37 1,178.37 32.9 Valid Immediate GOOD
• Smoothing: Window [1,180.67, 1,178.37, 1,173.76] -> Median: 1,178.37
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 32.9 L/d (drain-slow, band 57.1L over 7.6d, 56 pts)
14/01/2026 16:19:29 1,173.76 1,178.37 33.0 Valid Immediate GOOD
• Smoothing: Window [1,178.37, 1,173.76, 1,178.37] -> Median: 1,178.37
• Stability Filter: No change in volume.
• Usage Rate: 33.0 L/d (drain-slow, band 56.8L over 7.8d, 57 pts)
14/01/2026 19:19:38 1,178.37 1,173.76 33.0 Valid Immediate GOOD
• Smoothing: Window [1,173.76, 1,178.37, 1,173.76] -> Median: 1,173.76
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 33.0 L/d (drain-slow, band 56.3L over 7.9d, 58 pts)
14/01/2026 22:19:46 1,173.76 1,173.76 32.7 Valid Immediate GOOD
• Smoothing: Window [1,178.37, 1,173.76, 1,173.76] -> Median: 1,173.76
• Stability Filter: No change in volume.
• Usage Rate: 32.7 L/d (drain-slow, band 55.9L over 8.0d, 59 pts)
15/01/2026 01:19:55 1,173.76 1,173.76 33.6 Valid Immediate GOOD
• Smoothing: Window [1,173.76, 1,173.76, 1,173.76] -> Median: 1,173.76
• Stability Filter: No change in volume.
• Usage Rate: 33.6 L/d (drain-slow, band 55.4L over 8.1d, 60 pts)
15/01/2026 07:20:11 1,173.76 1,173.76 34.5 Valid Immediate GOOD
• Smoothing: Window [1,173.76, 1,173.76, 1,158.14] -> Median: 1,173.76
• Stability Filter: No change in volume.
• Usage Rate: 34.5 L/d (drain-slow, band 54.7L over 8.4d, 61 pts)
15/01/2026 10:20:20 1,158.14 1,158.14 34.0 Valid Immediate GOOD
• Smoothing: Window [1,173.76, 1,158.14, 1,156.10] -> Median: 1,158.14
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 34.0 L/d (drain-slow, band 54.5L over 8.5d, 62 pts)
15/01/2026 13:20:28 1,156.10 1,156.10 33.9 Valid Immediate GOOD
• Smoothing: Window [1,158.14, 1,156.10, 1,149.18] -> Median: 1,156.10
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 33.9 L/d (drain-slow, band 54.3L over 8.6d, 63 pts)
15/01/2026 16:20:36 1,149.18 1,149.18 33.9 Valid Immediate GOOD
• Smoothing: Window [1,156.10, 1,149.18, 1,147.14] -> Median: 1,149.18
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 33.9 L/d (drain-slow, band 54.0L over 8.8d, 64 pts)
15/01/2026 19:20:44 1,147.14 1,149.18 33.3 Valid Immediate GOOD
• Smoothing: Window [1,149.18, 1,147.14, 1,149.18] -> Median: 1,149.18
• Stability Filter: No change in volume.
• Usage Rate: 33.3 L/d (drain-slow, band 53.7L over 8.9d, 65 pts)
15/01/2026 22:20:53 1,149.18 1,147.14 32.7 Valid Immediate GOOD
• Smoothing: Window [1,147.14, 1,149.18, 1,144.83] -> Median: 1,147.14
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 32.7 L/d (drain-slow, band 53.4L over 9.0d, 66 pts)
16/01/2026 01:21:00 1,144.83 1,144.83 31.7 Valid Immediate GOOD
• Smoothing: Window [1,149.18, 1,144.83, 1,140.22] -> Median: 1,144.83
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 31.7 L/d (drain-slow, band 53.2L over 9.1d, 67 pts)
16/01/2026 07:21:18 1,140.22 1,140.22 32.5 Valid Immediate GOOD
• Smoothing: Window [1,144.83, 1,140.22, 1,126.91] -> Median: 1,140.22
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 32.5 L/d (drain-slow, band 52.9L over 9.4d, 68 pts)
16/01/2026 10:21:25 1,126.91 1,126.91 33.1 Valid Immediate GOOD
• Smoothing: Window [1,140.22, 1,126.91, 1,124.61] -> Median: 1,126.91
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 33.1 L/d (drain-slow, band 52.6L over 9.5d, 69 pts)
16/01/2026 13:21:37 1,124.61 1,124.61 33.2 Valid Immediate GOOD
• Smoothing: Window [1,126.91, 1,124.61, 1,117.95] -> Median: 1,124.61
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 33.2 L/d (drain-slow, band 52.3L over 9.6d, 70 pts)
16/01/2026 16:21:48 1,117.95 1,117.95 33.1 Valid Immediate GOOD
• Smoothing: Window [1,124.61, 1,117.95, 1,117.95] -> Median: 1,117.95
• Stability Filter: Accepted drop. Future rebound returned near baseline, but only after 2.3d and 16 low points. Drop accepted as real usage.
• Usage Rate: 33.1 L/d (drain-slow, band 51.9L over 9.8d, 71 pts)
16/01/2026 19:21:57 1,117.95 1,117.95 32.7 Valid Immediate GOOD
• Smoothing: Window [1,117.95, 1,117.95, 1,120.26] -> Median: 1,117.95
• Stability Filter: No change in volume.
• Usage Rate: 32.7 L/d (drain-slow, band 51.8L over 9.9d, 72 pts)
16/01/2026 22:22:04 1,120.26 1,117.95 32.6 Valid Immediate GOOD
• Smoothing: Window [1,117.95, 1,120.26, 1,117.95] -> Median: 1,117.95
• Stability Filter: No change in volume.
• Usage Rate: 32.6 L/d (drain-slow, band 51.7L over 10.0d, 73 pts)
17/01/2026 01:22:13 1,117.95 1,117.95 32.4 Valid Immediate GOOD
• Smoothing: Window [1,120.26, 1,117.95, 1,115.65] -> Median: 1,117.95
• Stability Filter: No change in volume.
• Usage Rate: 32.4 L/d (drain-slow, band 51.7L over 10.1d, 74 pts)
17/01/2026 07:22:29 1,115.65 1,117.95 32.0 Valid Immediate GOOD
• Smoothing: Window [1,117.95, 1,115.65, 1,115.65] -> Median: 1,115.65
• Stability Filter: Clamped minor wobble drop of 2.3L back to stable level. Future rebound returned near baseline in 0.5d after a short wobble.
• Usage Rate: 32.0 L/d (drain-slow, band 51.2L over 10.4d, 75 pts)
17/01/2026 10:22:37 1,115.65 1,117.95 33.1 Valid Immediate GOOD
• Smoothing: Window [1,115.65, 1,115.65, 1,113.60] -> Median: 1,115.65
• Stability Filter: Clamped minor wobble drop of 2.3L back to stable level. Future rebound returned near baseline in 0.4d after a short wobble.
• Usage Rate: 33.1 L/d (drain-slow, band 50.7L over 10.5d, 76 pts)
17/01/2026 13:22:46 1,113.60 1,117.95 32.9 Valid Immediate GOOD
• Smoothing: Window [1,115.65, 1,113.60, 1,120.26] -> Median: 1,115.65
• Stability Filter: Clamped minor wobble drop of 2.3L back to stable level. Future rebound returned near baseline in 0.3d after a short wobble.
• Usage Rate: 32.9 L/d (drain-slow, band 50.2L over 10.6d, 77 pts)
17/01/2026 16:22:55 1,120.26 1,120.26 33.1 Valid Immediate GOOD
• Smoothing: Window [1,113.60, 1,120.26, 1,115.65] -> Median: 1,115.65
• Stability Filter: Median artifact detected. Rescued Raw Value (1,120.3L).
• Usage Rate: 33.1 L/d (drain-slow, band 49.8L over 10.8d, 78 pts)
17/01/2026 19:23:03 1,115.65 1,120.26 32.9 Valid Immediate GOOD
• Smoothing: Window [1,120.26, 1,115.65, 1,117.95] -> Median: 1,117.95
• Stability Filter: Clamped minor wobble drop of 2.3L back to stable level. Future rebound returned near baseline in 0.5d after a short wobble.
• Usage Rate: 32.9 L/d (drain-slow, band 49.2L over 10.9d, 79 pts)
17/01/2026 22:23:12 1,117.95 1,120.26 32.6 Valid Immediate GOOD
• Smoothing: Window [1,115.65, 1,117.95, 1,117.95] -> Median: 1,117.95
• Stability Filter: Clamped minor wobble drop of 2.3L back to stable level. Future rebound returned near baseline in 0.4d after a short wobble.
• Usage Rate: 32.6 L/d (drain-slow, band 48.7L over 11.0d, 80 pts)
18/01/2026 01:23:19 1,117.95 1,120.26 32.3 Valid Immediate GOOD
• Smoothing: Window [1,117.95, 1,117.95, 1,120.26] -> Median: 1,117.95
• Stability Filter: Clamped minor wobble drop of 2.3L back to stable level. Future rebound returned near baseline in 0.3d after a short wobble.
• Usage Rate: 32.3 L/d (drain-slow, band 48.5L over 11.1d, 81 pts)
18/01/2026 07:23:35 1,120.26 1,120.26 31.6 Valid Immediate GOOD
• Smoothing: Window [1,117.95, 1,120.26, 1,120.26] -> Median: 1,120.26
• Stability Filter: No change in volume.
• Usage Rate: 31.6 L/d (drain-slow, band 50.0L over 11.4d, 82 pts)
18/01/2026 10:23:43 1,120.26 1,120.26 31.4 Valid Immediate GOOD
• Smoothing: Window [1,120.26, 1,120.26, 1,113.60] -> Median: 1,120.26
• Stability Filter: No change in volume.
• Usage Rate: 31.4 L/d (drain-slow, band 49.7L over 11.5d, 83 pts)
18/01/2026 13:23:53 1,113.60 1,120.26 31.0 Valid Immediate GOOD
• Smoothing: Window [1,120.26, 1,113.60, 1,115.65] -> Median: 1,115.65
• Stability Filter: Clamped minor wobble drop of 4.6L back to stable level. Future rebound returned near baseline in 0.3d after a short wobble.
• Usage Rate: 31.0 L/d (drain-slow, band 52.2L over 11.6d, 84 pts)
18/01/2026 16:24:01 1,115.65 1,120.26 30.6 Valid Immediate GOOD
• Smoothing: Window [1,113.60, 1,115.65, 1,122.56] -> Median: 1,115.65
• Stability Filter: Clamped minor wobble drop of 4.6L back to stable level. Future rebound returned near baseline in 0.1d after a short wobble.
• Usage Rate: 30.6 L/d (drain-slow, band 54.1L over 11.8d, 85 pts)
18/01/2026 19:24:11 1,122.56 1,120.26 30.2 Valid Immediate GOOD
• Smoothing: Window [1,115.65, 1,122.56, 1,117.95] -> Median: 1,117.95
• Stability Filter: Clamped minor wobble drop of 2.3L back to stable level. Future rebound returned near baseline in 0.1d after a short wobble.
• Usage Rate: 30.2 L/d (drain-slow, band 53.1L over 11.9d, 86 pts)
18/01/2026 22:24:22 1,117.95 1,120.26 29.8 Valid Immediate GOOD
• Smoothing: Window [1,122.56, 1,117.95, 1,124.61] -> Median: 1,122.56
• Monotonic Logic: Rejected small rise of 2.3L. Future plummeted back to baseline inside window (0.6d). Clamped to 1,120.3
• Usage Rate: 29.8 L/d (drain-slow, band 53.5L over 12.0d, 87 pts)
19/01/2026 01:24:31 1,124.61 1,120.26 29.8 Valid Immediate GOOD
• Smoothing: Window [1,117.95, 1,124.61, 1,120.26] -> Median: 1,120.26
• Stability Filter: No change in volume.
• Usage Rate: 29.8 L/d (drain-slow, band 53.2L over 12.1d, 88 pts)
19/01/2026 04:24:41 1,120.26 1,120.26 29.4 Valid Immediate GOOD
• Smoothing: Window [1,124.61, 1,120.26, 1,122.56] -> Median: 1,122.56
• Monotonic Logic: Rejected small rise of 2.3L. Future plummeted back to baseline inside window (0.4d). Clamped to 1,120.3
• Usage Rate: 29.4 L/d (drain-slow, band 54.5L over 12.3d, 89 pts)
19/01/2026 07:24:53 1,122.56 1,120.26 28.9 Valid Immediate GOOD
• Smoothing: Window [1,120.26, 1,122.56, 1,113.60] -> Median: 1,120.26
• Stability Filter: No change in volume.
• Usage Rate: 28.9 L/d (drain-slow, band 59.3L over 12.4d, 90 pts)
19/01/2026 10:25:02 1,113.60 1,113.60 28.4 Valid Immediate GOOD
• Smoothing: Window [1,122.56, 1,113.60, 1,095.68] -> Median: 1,113.60
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 28.4 L/d (drain-slow, band 60.4L over 12.5d, 91 pts)
19/01/2026 13:25:09 1,095.68 1,095.68 28.0 Valid Immediate GOOD
• Smoothing: Window [1,113.60, 1,095.68, 1,091.07] -> Median: 1,095.68
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 28.0 L/d (drain-slow, band 60.9L over 12.6d, 92 pts)
19/01/2026 16:25:18 1,091.07 1,093.38 28.1 Valid Immediate GOOD
• Smoothing: Window [1,095.68, 1,091.07, 1,093.38] -> Median: 1,093.38
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 28.1 L/d (drain-slow, band 60.7L over 12.8d, 93 pts)
19/01/2026 19:25:25 1,093.38 1,093.38 27.7 Valid Immediate GOOD
• Smoothing: Window [1,091.07, 1,093.38, 1,095.68] -> Median: 1,093.38
• Stability Filter: No change in volume.
• Usage Rate: 27.7 L/d (drain-slow, band 58.4L over 12.9d, 94 pts)
19/01/2026 22:25:34 1,095.68 1,093.38 27.4 Valid Immediate GOOD
• Smoothing: Window [1,093.38, 1,095.68, 1,091.07] -> Median: 1,093.38
• Stability Filter: No change in volume.
• Usage Rate: 27.4 L/d (drain-slow, band 61.1L over 13.0d, 95 pts)
20/01/2026 01:25:43 1,091.07 1,091.07 27.1 Valid Immediate GOOD
• Smoothing: Window [1,095.68, 1,091.07, 1,091.07] -> Median: 1,091.07
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 27.1 L/d (drain-slow, band 62.1L over 13.1d, 96 pts)
20/01/2026 07:25:59 1,091.07 1,091.07 27.0 Valid Immediate GOOD
• Smoothing: Window [1,091.07, 1,091.07, 1,091.07] -> Median: 1,091.07
• Stability Filter: No change in volume.
• Usage Rate: 27.0 L/d (drain-slow, band 63.4L over 13.4d, 97 pts)
20/01/2026 07:26:10 1,091.07 1,091.07 26.2 Valid Immediate GOOD
• Smoothing: Window [1,091.07, 1,091.07, 1,068.80] -> Median: 1,091.07
• Stability Filter: No change in volume.
• Usage Rate: 26.2 L/d (drain-slow, band 63.6L over 13.4d, 98 pts)
20/01/2026 10:26:18 1,068.80 1,068.80 26.0 Valid Immediate GOOD
• Smoothing: Window [1,091.07, 1,068.80, 1,052.42] -> Median: 1,068.80
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 26.0 L/d (drain-slow, band 63.5L over 13.5d, 99 pts)
20/01/2026 13:26:27 1,052.42 1,052.42 25.8 Valid Immediate GOOD
• Smoothing: Window [1,068.80, 1,052.42, 1,046.78] -> Median: 1,052.42
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 25.8 L/d (drain-slow, band 63.4L over 13.6d, 100 pts)
20/01/2026 16:26:34 1,046.78 1,046.78 26.3 Valid Immediate GOOD
• Smoothing: Window [1,052.42, 1,046.78, 1,043.97] -> Median: 1,046.78
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 26.3 L/d (drain-slow, band 63.4L over 13.8d, 101 pts)
20/01/2026 19:26:42 1,043.97 1,046.78 26.8 Valid Immediate GOOD
• Smoothing: Window [1,046.78, 1,043.97, 1,049.60] -> Median: 1,046.78
• Stability Filter: No change in volume.
• Usage Rate: 26.8 L/d (drain-slow, band 61.0L over 13.9d, 102 pts)
20/01/2026 22:26:51 1,049.60 1,046.78 25.1 Valid Immediate GOOD
• Smoothing: Window [1,043.97, 1,049.60, 1,052.42] -> Median: 1,049.60
• Monotonic Logic: Rejected small rise of 2.8L. Future plummeted back to baseline inside window (0.5d). Clamped to 1,046.8
• Usage Rate: 25.1 L/d (drain-slow, band 60.9L over 13.9d, 102 pts)
21/01/2026 01:26:59 1,052.42 1,046.78 23.7 Valid Immediate GOOD
• Smoothing: Window [1,049.60, 1,052.42, 1,049.60] -> Median: 1,049.60
• Monotonic Logic: Rejected small rise of 2.8L. Future plummeted back to baseline inside window (0.4d). Clamped to 1,046.8
• Usage Rate: 23.7 L/d (drain-slow, band 59.7L over 13.8d, 102 pts)
21/01/2026 04:27:08 1,049.60 1,046.78 23.3 Valid Immediate GOOD
• Smoothing: Window [1,052.42, 1,049.60, 1,041.15] -> Median: 1,049.60
• Monotonic Logic: Rejected small rise of 2.8L. Future plummeted back to baseline inside window (0.3d). Clamped to 1,046.8
• Usage Rate: 23.3 L/d (drain-slow, band 59.3L over 13.9d, 103 pts)
21/01/2026 07:27:18 1,041.15 1,041.15 23.0 Valid Immediate GOOD
• Smoothing: Window [1,049.60, 1,041.15, 1,013.50] -> Median: 1,041.15
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 23.0 L/d (drain-slow, band 58.3L over 13.9d, 103 pts)
21/01/2026 10:27:30 1,013.50 1,013.50 22.5 Valid Immediate GOOD
• Smoothing: Window [1,041.15, 1,013.50, 1,005.31] -> Median: 1,013.50
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 22.5 L/d (drain-slow, band 57.5L over 13.9d, 103 pts)
21/01/2026 13:27:39 1,005.31 1,005.31 22.8 Valid Immediate GOOD
• Smoothing: Window [1,013.50, 1,005.31, 996.86] -> Median: 1,005.31
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 22.8 L/d (drain-slow, band 57.0L over 13.9d, 103 pts)
21/01/2026 16:27:51 996.86 996.86 25.0 Valid Immediate GOOD
• Smoothing: Window [1,005.31, 996.86, 991.49] -> Median: 996.86
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 25.0 L/d (drain-slow, band 56.7L over 13.9d, 103 pts)
21/01/2026 19:27:59 991.49 996.86 22.0 Valid Immediate GOOD
• Smoothing: Window [996.86, 991.49, 999.68] -> Median: 996.86
• Stability Filter: No change in volume.
• Usage Rate: 22.0 L/d (drain-slow, band 56.3L over 13.9d, 103 pts)
21/01/2026 22:28:07 999.68 996.86 22.0 Valid Immediate GOOD
• Smoothing: Window [991.49, 999.68, 1,002.50] -> Median: 999.68
• Monotonic Logic: Rejected small rise of 2.8L. Future plummeted back to baseline inside window (0.5d). Clamped to 996.9
• Usage Rate: 22.0 L/d (drain-slow, band 52.4L over 13.9d, 103 pts)
22/01/2026 01:28:16 1,002.50 996.86 22.0 Valid Immediate GOOD
• Smoothing: Window [999.68, 1,002.50, 999.68] -> Median: 999.68
• Monotonic Logic: Rejected small rise of 2.8L. Future plummeted back to baseline inside window (0.4d). Clamped to 996.9
• Usage Rate: 22.0 L/d (drain-slow, band 51.5L over 13.8d, 103 pts)
22/01/2026 04:28:25 999.68 996.86 21.8 Valid Immediate GOOD
• Smoothing: Window [1,002.50, 999.68, 988.67] -> Median: 999.68
• Monotonic Logic: Rejected small rise of 2.8L. Future plummeted back to baseline inside window (0.3d). Clamped to 996.9
• Usage Rate: 21.8 L/d (drain-slow, band 51.0L over 13.9d, 104 pts)
22/01/2026 07:28:32 988.67 988.67 22.0 Valid Immediate GOOD
• Smoothing: Window [999.68, 988.67, 969.22] -> Median: 988.67
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 22.0 L/d (drain-slow, band 50.9L over 13.9d, 104 pts)
22/01/2026 10:28:41 969.22 969.22 22.3 Valid Immediate GOOD
• Smoothing: Window [988.67, 969.22, 949.76] -> Median: 969.22
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 22.3 L/d (drain-slow, band 50.8L over 13.9d, 104 pts)
22/01/2026 13:28:50 949.76 955.39 22.5 Valid Immediate GOOD
• Smoothing: Window [969.22, 949.76, 955.39] -> Median: 955.39
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 22.5 L/d (drain-slow, band 52.8L over 13.9d, 104 pts)
22/01/2026 16:28:57 955.39 955.39 25.0 Valid Immediate GOOD
• Smoothing: Window [949.76, 955.39, 958.21] -> Median: 955.39
• Stability Filter: No change in volume.
• Usage Rate: 25.0 L/d (drain-slow, band 53.5L over 13.9d, 104 pts)
22/01/2026 19:29:06 958.21 955.39 25.8 Valid Immediate GOOD
• Smoothing: Window [955.39, 958.21, 966.40] -> Median: 958.21
• Monotonic Logic: Rejected small rise of 2.8L. Future plummeted back to baseline inside window (0.6d). Clamped to 955.4
• Usage Rate: 25.8 L/d (drain-slow, band 53.8L over 13.9d, 104 pts)
22/01/2026 22:29:15 966.40 955.39 26.0 Valid Immediate FAIR
• Smoothing: Window [958.21, 966.40, 952.58] -> Median: 958.21
• Monotonic Logic: Rejected small rise of 2.8L. Future plummeted back to baseline inside window (0.5d). Clamped to 955.4
• Usage Rate: 26.0 L/d (drain-slow, band 53.6L over 13.9d, 104 pts)
23/01/2026 01:29:23 952.58 952.58 26.3 Valid Immediate GOOD
• Smoothing: Window [966.40, 952.58, 952.58] -> Median: 952.58
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 26.3 L/d (drain-slow, band 54.4L over 13.8d, 104 pts)
23/01/2026 04:29:32 952.58 952.58 26.0 Valid Immediate GOOD
• Smoothing: Window [952.58, 952.58, 949.76] -> Median: 952.58
• Stability Filter: No change in volume.
• Usage Rate: 26.0 L/d (drain-slow, band 53.9L over 13.9d, 105 pts)
23/01/2026 07:29:39 949.76 949.76 26.2 Valid Immediate GOOD
• Smoothing: Window [952.58, 949.76, 927.74] -> Median: 949.76
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 26.2 L/d (drain-slow, band 55.6L over 13.8d, 105 pts)
23/01/2026 10:29:49 927.74 927.74 26.4 Valid Immediate GOOD
• Smoothing: Window [949.76, 927.74, 908.29] -> Median: 927.74
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 26.4 L/d (drain-slow, band 55.5L over 13.9d, 106 pts)
23/01/2026 13:29:57 908.29 908.29 26.6 Valid Immediate GOOD
• Smoothing: Window [927.74, 908.29, 900.10] -> Median: 908.29
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 26.6 L/d (drain-slow, band 56.0L over 13.9d, 106 pts)
23/01/2026 16:30:04 900.10 908.29 28.4 Valid Immediate GOOD
• Smoothing: Window [908.29, 900.10, 900.10] -> Median: 900.10
• Stability Filter: Clamped minor wobble drop of 8.2L back to stable level. Future rebound returned near baseline in 1.3d after a short wobble.
• Usage Rate: 28.4 L/d (drain-slow, band 56.5L over 13.9d, 106 pts)
23/01/2026 19:30:13 900.10 908.29 28.6 Valid Immediate GOOD
• Smoothing: Window [900.10, 900.10, 902.66] -> Median: 900.10
• Stability Filter: Clamped minor wobble drop of 8.2L back to stable level. Future rebound returned near baseline in 1.1d after a short wobble.
• Usage Rate: 28.6 L/d (drain-slow, band 56.0L over 13.9d, 106 pts)
23/01/2026 22:30:34 902.66 908.29 29.3 Valid Immediate GOOD
• Smoothing: Window [900.10, 902.66, 908.29] -> Median: 902.66
• Stability Filter: Clamped minor wobble drop of 5.6L back to stable level. Future rebound returned near baseline in 1.0d after a short wobble.
• Usage Rate: 29.3 L/d (drain-slow, band 55.7L over 13.9d, 106 pts)
24/01/2026 01:30:45 908.29 908.29 29.3 Valid Immediate GOOD
• Smoothing: Window [902.66, 908.29, 902.66] -> Median: 902.66
• Stability Filter: Median artifact detected. Rescued Raw Value (908.3L).
• Usage Rate: 29.3 L/d (drain-slow, band 57.0L over 13.9d, 106 pts)
24/01/2026 04:30:54 902.66 908.29 29.6 Valid Immediate GOOD
• Smoothing: Window [908.29, 902.66, 902.66] -> Median: 902.66
• Stability Filter: Clamped minor wobble drop of 5.6L back to stable level. Future rebound returned near baseline in 0.8d after a short wobble.
• Usage Rate: 29.6 L/d (drain-slow, band 58.6L over 13.9d, 106 pts)
24/01/2026 07:31:06 902.66 908.29 29.6 Valid Immediate GOOD
• Smoothing: Window [902.66, 902.66, 905.47] -> Median: 902.66
• Stability Filter: Clamped minor wobble drop of 5.6L back to stable level. Future rebound returned near baseline in 0.6d after a short wobble.
• Usage Rate: 29.6 L/d (drain-slow, band 60.1L over 13.9d, 106 pts)
24/01/2026 10:31:14 905.47 905.47 29.8 Valid Immediate GOOD
• Smoothing: Window [902.66, 905.47, 902.66] -> Median: 902.66
• Stability Filter: Median artifact detected. Rescued Raw Value (905.5L).
• Usage Rate: 29.8 L/d (drain-slow, band 60.4L over 13.9d, 106 pts)
24/01/2026 13:31:23 902.66 905.47 29.8 Valid Immediate GOOD
• Smoothing: Window [905.47, 902.66, 902.66] -> Median: 902.66
• Stability Filter: Clamped minor wobble drop of 2.8L back to stable level. Future rebound returned near baseline in 0.4d after a short wobble.
• Usage Rate: 29.8 L/d (drain-slow, band 61.0L over 13.9d, 106 pts)
24/01/2026 16:31:32 902.66 905.47 31.8 Valid Immediate GOOD
• Smoothing: Window [902.66, 902.66, 902.66] -> Median: 902.66
• Stability Filter: Clamped minor wobble drop of 2.8L back to stable level. Future rebound returned near baseline in 0.3d after a short wobble.
• Usage Rate: 31.8 L/d (drain-slow, band 60.9L over 13.9d, 106 pts)
24/01/2026 19:31:40 902.66 905.47 33.5 Valid Immediate GOOD
• Smoothing: Window [902.66, 902.66, 916.74] -> Median: 902.66
• Stability Filter: Clamped minor wobble drop of 2.8L back to stable level. Future rebound returned near baseline in 0.1d after a short wobble.
• Usage Rate: 33.5 L/d (drain-slow, band 60.9L over 13.9d, 106 pts)
24/01/2026 22:31:49 916.74 905.47 33.2 Valid Immediate FAIR
• Smoothing: Window [902.66, 916.74, 913.92] -> Median: 913.92
• Monotonic Logic: Rejected small rise of 8.4L. Future plummeted back to baseline inside window (1.6d). Clamped to 905.5
• Usage Rate: 33.2 L/d (drain-slow, band 60.8L over 13.9d, 106 pts)
25/01/2026 01:31:56 913.92 905.47 32.5 Valid Immediate GOOD
• Smoothing: Window [916.74, 913.92, 908.29] -> Median: 913.92
• Monotonic Logic: Rejected small rise of 8.4L. Future plummeted back to baseline inside window (1.5d). Clamped to 905.5
• Usage Rate: 32.5 L/d (drain-slow, band 60.9L over 13.9d, 106 pts)
25/01/2026 04:32:04 908.29 905.47 30.8 Valid Immediate GOOD
• Smoothing: Window [913.92, 908.29, 911.10] -> Median: 911.10
• Monotonic Logic: Rejected small rise of 5.6L. Future plummeted back to baseline inside window (1.4d). Clamped to 905.5
• Usage Rate: 30.8 L/d (drain-slow, band 61.0L over 13.9d, 106 pts)
25/01/2026 07:32:12 911.10 905.47 30.2 Valid Immediate GOOD
• Smoothing: Window [908.29, 911.10, 902.66] -> Median: 908.29
• Monotonic Logic: Rejected small rise of 2.8L. Future plummeted back to baseline inside window (1.3d). Clamped to 905.5
• Usage Rate: 30.2 L/d (drain-slow, band 60.8L over 13.9d, 106 pts)
25/01/2026 10:32:21 902.66 905.47 30.2 Valid Immediate GOOD
• Smoothing: Window [911.10, 902.66, 902.66] -> Median: 902.66
• Stability Filter: Clamped minor wobble drop of 2.8L back to stable level. Future rebound returned near baseline in 0.3d after a short wobble.
• Usage Rate: 30.2 L/d (drain-slow, band 61.0L over 13.9d, 106 pts)
25/01/2026 13:32:30 902.66 905.47 30.2 Valid Immediate GOOD
• Smoothing: Window [902.66, 902.66, 905.47] -> Median: 902.66
• Stability Filter: Clamped minor wobble drop of 2.8L back to stable level. Future rebound returned near baseline in 0.1d after a short wobble.
• Usage Rate: 30.2 L/d (drain-slow, band 61.0L over 13.9d, 106 pts)
25/01/2026 16:32:38 905.47 905.47 30.2 Valid Immediate GOOD
• Smoothing: Window [902.66, 905.47, 908.29] -> Median: 905.47
• Stability Filter: No change in volume.
• Usage Rate: 30.2 L/d (drain-slow, band 61.0L over 13.9d, 106 pts)
25/01/2026 19:32:47 908.29 905.47 30.4 Valid Immediate GOOD
• Smoothing: Window [905.47, 908.29, 908.29] -> Median: 908.29
• Monotonic Logic: Rejected small rise of 2.8L. Future plummeted back to baseline inside window (0.8d). Clamped to 905.5
• Usage Rate: 30.4 L/d (drain-slow, band 60.8L over 13.9d, 106 pts)
25/01/2026 22:32:55 908.29 905.47 29.4 Valid Immediate GOOD
• Smoothing: Window [908.29, 908.29, 911.10] -> Median: 908.29
• Monotonic Logic: Rejected small rise of 2.8L. Future plummeted back to baseline inside window (0.6d). Clamped to 905.5
• Usage Rate: 29.4 L/d (drain-slow, band 59.7L over 13.9d, 106 pts)
26/01/2026 01:33:03 911.10 905.47 27.6 Valid Immediate GOOD
• Smoothing: Window [908.29, 911.10, 894.98] -> Median: 908.29
• Monotonic Logic: Rejected small rise of 2.8L. Future plummeted back to baseline inside window (0.5d). Clamped to 905.5
• Usage Rate: 27.6 L/d (drain-slow, band 59.5L over 13.9d, 106 pts)
26/01/2026 04:33:10 894.98 905.47 27.7 Valid Immediate FAIR
• Smoothing: Window [911.10, 894.98, 916.74] -> Median: 911.10
• Monotonic Logic: Rejected small rise of 5.6L. Future plummeted back to baseline inside window (0.4d). Clamped to 905.5
• Usage Rate: 27.7 L/d (drain-slow, band 59.0L over 13.9d, 106 pts)
26/01/2026 07:33:20 916.74 894.98 27.2 Valid Immediate FAIR
• Smoothing: Window [894.98, 916.74, 892.42] -> Median: 894.98
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 27.2 L/d (drain-slow, band 61.2L over 13.9d, 106 pts)
26/01/2026 10:33:27 892.42 892.42 26.8 Valid Immediate GOOD
• Smoothing: Window [916.74, 892.42, 875.01] -> Median: 892.42
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 26.8 L/d (drain-slow, band 60.9L over 13.9d, 106 pts)
26/01/2026 13:33:36 875.01 875.01 26.6 Valid Immediate GOOD
• Smoothing: Window [892.42, 875.01, 867.58] -> Median: 875.01
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 26.6 L/d (drain-slow, band 60.8L over 13.9d, 106 pts)
26/01/2026 16:33:44 867.58 867.58 26.6 Valid Immediate GOOD
• Smoothing: Window [875.01, 867.58, 862.46] -> Median: 867.58
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 26.6 L/d (drain-slow, band 60.8L over 13.9d, 106 pts)
26/01/2026 19:33:53 862.46 862.46 25.0 Valid Immediate GOOD
• Smoothing: Window [867.58, 862.46, 859.90] -> Median: 862.46
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 25.0 L/d (drain-slow, band 60.9L over 13.9d, 106 pts)
26/01/2026 22:34:01 859.90 859.90 24.8 Valid Immediate GOOD
• Smoothing: Window [862.46, 859.90, 859.90] -> Median: 859.90
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 24.8 L/d (drain-slow, band 60.9L over 13.9d, 106 pts)
27/01/2026 01:34:09 859.90 859.90 24.8 Valid Immediate GOOD
• Smoothing: Window [859.90, 859.90, 859.90] -> Median: 859.90
• Stability Filter: No change in volume.
• Usage Rate: 24.8 L/d (drain-slow, band 60.9L over 13.8d, 106 pts)
27/01/2026 04:34:18 859.90 859.90 24.5 Valid Immediate GOOD
• Smoothing: Window [859.90, 859.90, 859.90] -> Median: 859.90
• Stability Filter: No change in volume.
• Usage Rate: 24.5 L/d (drain-slow, band 60.5L over 13.9d, 107 pts)
27/01/2026 07:34:26 859.90 859.90 24.1 Valid Immediate GOOD
• Smoothing: Window [859.90, 859.90, 837.38] -> Median: 859.90
• Stability Filter: No change in volume.
• Usage Rate: 24.1 L/d (drain-slow, band 60.5L over 13.9d, 107 pts)
27/01/2026 10:34:35 837.38 837.38 24.1 Valid Immediate GOOD
• Smoothing: Window [859.90, 837.38, 815.10] -> Median: 837.38
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 24.1 L/d (drain-slow, band 60.4L over 13.9d, 107 pts)
27/01/2026 13:34:45 815.10 815.10 24.8 Valid Immediate GOOD
• Smoothing: Window [837.38, 815.10, 812.54] -> Median: 815.10
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 24.8 L/d (drain-slow, band 62.1L over 13.9d, 107 pts)
27/01/2026 16:34:57 812.54 812.54 25.3 Valid Immediate GOOD
• Smoothing: Window [815.10, 812.54, 809.98] -> Median: 812.54
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 25.3 L/d (drain-slow, band 64.2L over 13.9d, 107 pts)
27/01/2026 19:35:04 809.98 812.54 25.4 Valid Immediate GOOD
• Smoothing: Window [812.54, 809.98, 807.42] -> Median: 809.98
• Stability Filter: Clamped minor wobble drop of 2.6L back to stable level. Future rebound returned near baseline in 0.3d after a short wobble.
• Usage Rate: 25.4 L/d (drain-slow, band 66.1L over 13.9d, 107 pts)
27/01/2026 22:35:13 807.42 812.54 25.9 Valid Immediate GOOD
• Smoothing: Window [809.98, 807.42, 812.54] -> Median: 809.98
• Stability Filter: Clamped minor wobble drop of 2.6L back to stable level. Future rebound returned near baseline in 0.1d after a short wobble.
• Usage Rate: 25.9 L/d (drain-slow, band 62.9L over 13.9d, 107 pts)
28/01/2026 01:35:22 812.54 812.54 25.8 Valid Immediate GOOD
• Smoothing: Window [807.42, 812.54, 812.54] -> Median: 812.54
• Stability Filter: No change in volume.
• Usage Rate: 25.8 L/d (drain-slow, band 62.7L over 13.8d, 107 pts)
28/01/2026 04:35:30 812.54 812.54 25.9 Valid Immediate GOOD
• Smoothing: Window [812.54, 812.54, 807.42] -> Median: 812.54
• Stability Filter: No change in volume.
• Usage Rate: 25.9 L/d (drain-slow, band 63.1L over 13.9d, 108 pts)
28/01/2026 07:35:37 807.42 807.42 25.9 Valid Immediate GOOD
• Smoothing: Window [812.54, 807.42, 790.02] -> Median: 807.42
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 25.9 L/d (drain-slow, band 62.7L over 13.9d, 108 pts)
28/01/2026 10:35:46 790.02 790.02 25.7 Valid Immediate GOOD
• Smoothing: Window [807.42, 790.02, 777.47] -> Median: 790.02
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 25.7 L/d (drain-slow, band 62.7L over 13.9d, 108 pts)
28/01/2026 13:35:54 777.47 777.47 25.5 Valid Immediate GOOD
• Smoothing: Window [790.02, 777.47, 777.47] -> Median: 777.47
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 25.5 L/d (drain-slow, band 62.8L over 13.9d, 108 pts)
28/01/2026 16:36:03 777.47 777.47 25.9 Valid Immediate GOOD
• Smoothing: Window [777.47, 777.47, 782.59] -> Median: 777.47
• Stability Filter: No change in volume.
• Usage Rate: 25.9 L/d (drain-slow, band 62.2L over 13.9d, 108 pts)
28/01/2026 19:36:11 782.59 777.47 27.2 Valid Immediate GOOD
• Smoothing: Window [777.47, 782.59, 777.47] -> Median: 777.47
• Stability Filter: No change in volume.
• Usage Rate: 27.2 L/d (drain-slow, band 61.8L over 13.9d, 108 pts)
28/01/2026 22:36:20 777.47 777.47 28.0 Valid Immediate GOOD
• Smoothing: Window [782.59, 777.47, 774.91] -> Median: 777.47
• Stability Filter: No change in volume.
• Usage Rate: 28.0 L/d (drain-slow, band 61.8L over 13.9d, 108 pts)
29/01/2026 01:36:28 774.91 777.47 28.0 Valid Immediate GOOD
• Smoothing: Window [777.47, 774.91, 777.47] -> Median: 777.47
• Stability Filter: No change in volume.
• Usage Rate: 28.0 L/d (drain-slow, band 62.3L over 13.8d, 108 pts)
29/01/2026 04:36:37 777.47 777.47 27.6 Valid Immediate GOOD
• Smoothing: Window [774.91, 777.47, 780.03] -> Median: 777.47
• Stability Filter: No change in volume.
• Usage Rate: 27.6 L/d (drain-slow, band 61.7L over 13.9d, 109 pts)
29/01/2026 07:36:45 780.03 777.47 27.8 Valid Immediate GOOD
• Smoothing: Window [777.47, 780.03, 752.38] -> Median: 777.47
• Stability Filter: No change in volume.
• Usage Rate: 27.8 L/d (drain-slow, band 63.0L over 13.9d, 109 pts)
29/01/2026 10:36:53 752.38 752.38 28.0 Valid Immediate GOOD
• Smoothing: Window [780.03, 752.38, 737.54] -> Median: 752.38
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 28.0 L/d (drain-slow, band 62.1L over 13.9d, 109 pts)
29/01/2026 13:37:02 737.54 742.40 28.2 Valid Immediate GOOD
• Smoothing: Window [752.38, 737.54, 742.40] -> Median: 742.40
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 28.2 L/d (drain-slow, band 61.4L over 13.9d, 109 pts)
29/01/2026 16:37:10 742.40 742.40 29.1 Valid Immediate GOOD
• Smoothing: Window [737.54, 742.40, 742.40] -> Median: 742.40
• Stability Filter: No change in volume.
• Usage Rate: 29.1 L/d (drain-slow, band 60.4L over 13.9d, 109 pts)
29/01/2026 19:37:17 742.40 742.40 30.1 Valid Immediate GOOD
• Smoothing: Window [742.40, 742.40, 742.40] -> Median: 742.40
• Stability Filter: No change in volume.
• Usage Rate: 30.1 L/d (drain-slow, band 61.1L over 13.9d, 109 pts)
29/01/2026 22:37:26 742.40 742.40 30.6 Valid Immediate GOOD
• Smoothing: Window [742.40, 742.40, 734.98] -> Median: 742.40
• Stability Filter: No change in volume.
• Usage Rate: 30.6 L/d (drain-slow, band 62.7L over 13.9d, 109 pts)
30/01/2026 01:37:35 734.98 740.10 30.8 Valid Immediate GOOD
• Smoothing: Window [742.40, 734.98, 740.10] -> Median: 740.10
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 30.8 L/d (drain-slow, band 63.8L over 13.8d, 109 pts)
30/01/2026 04:37:42 740.10 734.98 30.6 Valid Immediate GOOD
• Smoothing: Window [734.98, 740.10, 734.98] -> Median: 734.98
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 30.6 L/d (drain-slow, band 63.0L over 13.9d, 110 pts)
30/01/2026 07:37:52 734.98 734.98 30.6 Valid Immediate GOOD
• Smoothing: Window [740.10, 734.98, 724.99] -> Median: 734.98
• Stability Filter: No change in volume.
• Usage Rate: 30.6 L/d (drain-slow, band 60.6L over 13.9d, 110 pts)
30/01/2026 10:37:59 724.99 724.99 30.6 Valid Immediate GOOD
• Smoothing: Window [734.98, 724.99, 691.46] -> Median: 724.99
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 30.6 L/d (drain-slow, band 59.3L over 13.9d, 110 pts)
30/01/2026 13:38:08 691.46 698.62 30.9 Valid Immediate FAIR
• Smoothing: Window [724.99, 691.46, 698.62] -> Median: 698.62
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 30.9 L/d (drain-slow, band 58.9L over 13.9d, 110 pts)
30/01/2026 16:38:16 698.62 698.62 32.2 Valid Immediate GOOD
• Smoothing: Window [691.46, 698.62, 698.62] -> Median: 698.62
• Stability Filter: No change in volume.
• Usage Rate: 32.2 L/d (drain-slow, band 58.7L over 13.9d, 110 pts)
30/01/2026 19:38:24 698.62 698.62 33.7 Valid Immediate GOOD
• Smoothing: Window [698.62, 698.62, 700.93] -> Median: 698.62
• Stability Filter: No change in volume.
• Usage Rate: 33.7 L/d (drain-slow, band 56.9L over 13.9d, 110 pts)
30/01/2026 22:38:34 700.93 698.62 34.0 Valid Immediate GOOD
• Smoothing: Window [698.62, 700.93, 691.46] -> Median: 698.62
• Stability Filter: No change in volume.
• Usage Rate: 34.0 L/d (drain-slow, band 54.7L over 13.9d, 110 pts)
31/01/2026 16:39:43 691.46 698.62 35.1 Valid Immediate FAIR
• Smoothing: Window [700.93, 691.46, 693.76] -> Median: 693.76
• Stability Filter: Clamped minor wobble drop of 4.9L back to stable level. Future rebound returned near baseline in 0.3d after a short wobble.
• Usage Rate: 35.1 L/d (drain-slow, band 51.6L over 13.9d, 106 pts)
31/01/2026 19:39:52 693.76 698.62 35.1 Valid Immediate GOOD
• Smoothing: Window [691.46, 693.76, 696.32] -> Median: 693.76
• Stability Filter: Clamped minor wobble drop of 4.9L back to stable level. Future rebound returned near baseline in 0.1d after a short wobble.
• Usage Rate: 35.1 L/d (drain-slow, band 48.9L over 13.9d, 106 pts)
31/01/2026 22:40:00 696.32 698.62 35.4 Valid Immediate GOOD
• Smoothing: Window [693.76, 696.32, 700.93] -> Median: 696.32
• Stability Filter: Clamped minor wobble drop of 2.3L back to stable level. Future rebound returned near baseline in 0.3d after a short wobble.
• Usage Rate: 35.4 L/d (drain-slow, band 48.7L over 13.9d, 106 pts)
01/02/2026 04:40:22 700.93 698.62 33.9 Valid Immediate GOOD
• Smoothing: Window [696.32, 700.93, 703.49] -> Median: 700.93
• Monotonic Logic: Rejected small rise of 2.3L. Future plummeted back to baseline inside window (2.4d). Clamped to 698.6
• Usage Rate: 33.9 L/d (drain-slow, band 51.1L over 13.9d, 106 pts)
01/02/2026 07:40:30 703.49 698.62 33.9 Valid Immediate GOOD
• Smoothing: Window [700.93, 703.49, 693.76] -> Median: 700.93
• Monotonic Logic: Rejected small rise of 2.3L. Future plummeted back to baseline inside window (2.3d). Clamped to 698.6
• Usage Rate: 33.9 L/d (drain-slow, band 52.0L over 13.9d, 106 pts)
01/02/2026 10:40:39 693.76 698.62 34.6 Valid Immediate GOOD
• Smoothing: Window [703.49, 693.76, 693.76] -> Median: 693.76
• Stability Filter: Clamped minor wobble drop of 4.9L back to stable level. Future rebound returned near baseline in 0.6d after a short wobble.
• Usage Rate: 34.6 L/d (drain-slow, band 52.7L over 13.9d, 106 pts)
01/02/2026 13:40:51 693.76 698.62 36.4 Valid Immediate GOOD
• Smoothing: Window [693.76, 693.76, 693.76] -> Median: 693.76
• Stability Filter: Clamped minor wobble drop of 4.9L back to stable level. Future rebound returned near baseline in 0.5d after a short wobble.
• Usage Rate: 36.4 L/d (drain-slow, band 53.4L over 13.9d, 106 pts)
01/02/2026 16:41:00 693.76 698.62 36.7 Valid Immediate GOOD
• Smoothing: Window [693.76, 693.76, 691.46] -> Median: 693.76
• Stability Filter: Clamped minor wobble drop of 4.9L back to stable level. Future rebound returned near baseline in 0.4d after a short wobble.
• Usage Rate: 36.7 L/d (drain-slow, band 53.8L over 13.9d, 106 pts)
01/02/2026 22:41:22 691.46 698.62 37.1 Valid Immediate FAIR
• Smoothing: Window [693.76, 691.46, 700.93] -> Median: 693.76
• Stability Filter: Clamped minor wobble drop of 4.9L back to stable level. Future rebound returned near baseline in 0.1d after a short wobble.
• Usage Rate: 37.1 L/d (drain-slow, band 55.4L over 13.9d, 105 pts)
02/02/2026 01:41:30 700.93 698.62 35.0 Valid Immediate GOOD
• Smoothing: Window [691.46, 700.93, 705.79] -> Median: 700.93
• Monotonic Logic: Rejected small rise of 2.3L. Future plummeted back to baseline inside window (1.5d). Clamped to 698.6
• Usage Rate: 35.0 L/d (drain-slow, band 57.1L over 13.9d, 105 pts)
02/02/2026 04:41:38 705.79 698.62 31.6 Valid Immediate FAIR
• Smoothing: Window [700.93, 705.79, 700.93] -> Median: 700.93
• Monotonic Logic: Rejected small rise of 2.3L. Future plummeted back to baseline inside window (1.4d). Clamped to 698.6
• Usage Rate: 31.6 L/d (drain-slow, band 57.1L over 13.9d, 105 pts)
02/02/2026 07:41:47 700.93 698.62 31.6 Valid Immediate GOOD
• Smoothing: Window [705.79, 700.93, 696.32] -> Median: 700.93
• Monotonic Logic: Rejected small rise of 2.3L. Future plummeted back to baseline inside window (1.3d). Clamped to 698.6
• Usage Rate: 31.6 L/d (drain-slow, band 56.4L over 13.9d, 105 pts)
02/02/2026 10:41:56 696.32 698.62 31.5 Valid Immediate GOOD
• Smoothing: Window [700.93, 696.32, 693.76] -> Median: 696.32
• Stability Filter: Clamped minor wobble drop of 2.3L back to stable level. Future rebound returned near baseline in 0.5d after a short wobble.
• Usage Rate: 31.5 L/d (drain-slow, band 57.9L over 13.9d, 105 pts)
02/02/2026 13:42:09 693.76 698.62 31.2 Valid Immediate GOOD
• Smoothing: Window [696.32, 693.76, 696.32] -> Median: 696.32
• Stability Filter: Clamped minor wobble drop of 2.3L back to stable level. Future rebound returned near baseline in 0.4d after a short wobble.
• Usage Rate: 31.2 L/d (drain-slow, band 58.4L over 13.9d, 105 pts)
02/02/2026 16:42:18 696.32 698.62 31.1 Valid Immediate GOOD
• Smoothing: Window [693.76, 696.32, 696.32] -> Median: 696.32
• Stability Filter: Clamped minor wobble drop of 2.3L back to stable level. Future rebound returned near baseline in 0.3d after a short wobble.
• Usage Rate: 31.1 L/d (drain-slow, band 60.3L over 13.9d, 105 pts)
02/02/2026 19:42:30 696.32 698.62 30.9 Valid Immediate GOOD
• Smoothing: Window [696.32, 696.32, 698.62] -> Median: 696.32
• Stability Filter: Clamped minor wobble drop of 2.3L back to stable level. Future rebound returned near baseline in 0.1d after a short wobble.
• Usage Rate: 30.9 L/d (drain-slow, band 63.5L over 13.9d, 105 pts)
02/02/2026 22:42:39 698.62 698.62 30.6 Valid Immediate GOOD
• Smoothing: Window [696.32, 698.62, 698.62] -> Median: 698.62
• Stability Filter: No change in volume.
• Usage Rate: 30.6 L/d (drain-slow, band 64.1L over 13.9d, 105 pts)
03/02/2026 01:42:52 698.62 698.62 28.2 Valid Immediate GOOD
• Smoothing: Window [698.62, 698.62, 698.62] -> Median: 698.62
• Stability Filter: No change in volume.
• Usage Rate: 28.2 L/d (drain-slow, band 66.1L over 13.8d, 105 pts)
03/02/2026 04:43:00 698.62 698.62 27.6 Valid Immediate GOOD
• Smoothing: Window [698.62, 698.62, 662.53] -> Median: 698.62
• Stability Filter: No change in volume.
• Usage Rate: 27.6 L/d (drain-slow, band 64.9L over 13.9d, 106 pts)
03/02/2026 13:43:41 662.53 667.39 27.2 Valid Immediate GOOD
• Smoothing: Window [698.62, 662.53, 667.39] -> Median: 667.39
• Stability Filter: Accepted drop. Future rise is Real Top-up (Ended 875.5L higher). Drop accepted.
• Usage Rate: 27.2 L/d (drain-slow, band 59.4L over 13.9d, 103 pts)
03/02/2026 16:43:49 667.39 667.39 27.0 Valid Immediate GOOD
• Smoothing: Window [662.53, 667.39, 669.70] -> Median: 667.39
• Stability Filter: No change in volume.
• Usage Rate: 27.0 L/d (drain-slow, band 60.3L over 13.9d, 103 pts)
03/02/2026 19:43:57 669.70 667.39 26.5 Valid Immediate GOOD
• Smoothing: Window [667.39, 669.70, 669.70] -> Median: 669.70
• Monotonic Logic: Rejected small rise of 2.3L. Future plummeted back to baseline inside window (1.6d). Clamped to 667.4
• Usage Rate: 26.5 L/d (drain-slow, band 62.2L over 13.9d, 103 pts)
03/02/2026 22:44:06 669.70 667.39 26.3 Valid Immediate GOOD
• Smoothing: Window [669.70, 669.70, 669.70] -> Median: 669.70
• Monotonic Logic: Rejected small rise of 2.3L. Future plummeted back to baseline inside window (1.5d). Clamped to 667.4
• Usage Rate: 26.3 L/d (drain-slow, band 62.9L over 13.9d, 103 pts)
04/02/2026 01:44:14 669.70 667.39 24.5 Valid Immediate GOOD
• Smoothing: Window [669.70, 669.70, 665.09] -> Median: 669.70
• Monotonic Logic: Rejected small rise of 2.3L. Future plummeted back to baseline inside window (1.4d). Clamped to 667.4
• Usage Rate: 24.5 L/d (drain-slow, band 62.7L over 13.9d, 103 pts)
04/02/2026 04:44:23 665.09 665.09 24.5 Valid Immediate GOOD
• Smoothing: Window [669.70, 665.09, 665.09] -> Median: 665.09
• Stability Filter: Accepted drop. Future rise is Real Top-up (Ended 906.8L higher). Drop accepted.
• Usage Rate: 24.5 L/d (drain-slow, band 61.5L over 13.9d, 103 pts)
04/02/2026 07:44:30 665.09 665.09 23.8 Valid Immediate GOOD
• Smoothing: Window [665.09, 665.09, 653.06] -> Median: 665.09
• Stability Filter: No change in volume.
• Usage Rate: 23.8 L/d (drain-slow, band 61.2L over 13.9d, 103 pts)
04/02/2026 10:44:38 653.06 653.06 23.5 Valid Immediate GOOD
• Smoothing: Window [665.09, 653.06, 648.19] -> Median: 653.06
• Stability Filter: Accepted drop. Future rise is Real Top-up (Ended 909.1L higher). Drop accepted.
• Usage Rate: 23.5 L/d (drain-slow, band 61.7L over 13.9d, 103 pts)
04/02/2026 13:44:48 648.19 648.19 23.2 Valid Immediate GOOD
• Smoothing: Window [653.06, 648.19, 648.19] -> Median: 648.19
• Stability Filter: Accepted drop. Future rise is Real Top-up (Ended 921.1L higher). Drop accepted.
• Usage Rate: 23.2 L/d (drain-slow, band 61.6L over 13.9d, 103 pts)
04/02/2026 16:44:56 648.19 648.19 23.5 Valid Immediate GOOD
• Smoothing: Window [648.19, 648.19, 648.19] -> Median: 648.19
• Stability Filter: No change in volume.
• Usage Rate: 23.5 L/d (drain-slow, band 61.2L over 13.9d, 103 pts)
04/02/2026 19:45:05 648.19 648.19 24.6 Valid Immediate GOOD
• Smoothing: Window [648.19, 648.19, 645.89] -> Median: 648.19
• Stability Filter: No change in volume.
• Usage Rate: 24.6 L/d (drain-slow, band 60.0L over 13.9d, 103 pts)
04/02/2026 22:45:18 645.89 645.89 24.6 Valid Immediate GOOD
• Smoothing: Window [648.19, 645.89, 645.89] -> Median: 645.89
• Stability Filter: Accepted drop. Future rise is Real Top-up (Ended 926.0L higher). Drop accepted.
• Usage Rate: 24.6 L/d (drain-slow, band 59.4L over 13.9d, 103 pts)
05/02/2026 01:45:25 645.89 645.89 22.7 Valid Immediate GOOD
• Smoothing: Window [645.89, 645.89, 648.19] -> Median: 645.89
• Stability Filter: No change in volume.
• Usage Rate: 22.7 L/d (drain-slow, band 59.1L over 13.9d, 103 pts)
05/02/2026 04:45:34 648.19 645.89 21.2 Valid Immediate GOOD
• Smoothing: Window [645.89, 648.19, 645.89] -> Median: 645.89
• Stability Filter: No change in volume.
• Usage Rate: 21.2 L/d (drain-slow, band 59.7L over 13.9d, 103 pts)
05/02/2026 07:45:42 645.89 645.89 21.4 Valid Immediate GOOD
• Smoothing: Window [648.19, 645.89, 626.69] -> Median: 645.89
• Stability Filter: No change in volume.
• Usage Rate: 21.4 L/d (drain-slow, band 59.4L over 13.9d, 103 pts)
05/02/2026 10:45:52 626.69 626.69 21.4 Threshold Alert Immediate GOOD
• Smoothing: Window [645.89, 626.69, 619.52] -> Median: 626.69
• Stability Filter: Accepted drop. Future rise is Real Top-up (Ended 928.3L higher). Drop accepted.
• Event: Tank Level below 25% (626.688L < 640L).
• Usage Rate: 21.4 L/d (drain-slow, band 59.3L over 13.9d, 103 pts)
05/02/2026 13:46:04 619.52 619.52 21.6 Valid Immediate GOOD
• Smoothing: Window [626.69, 619.52, 616.96] -> Median: 619.52
• Stability Filter: Accepted drop. Future rise is Real Top-up (Ended 947.5L higher). Drop accepted.
• Usage Rate: 21.6 L/d (drain-slow, band 59.4L over 13.9d, 103 pts)
05/02/2026 16:46:12 616.96 619.52 22.4 Valid Immediate GOOD
• Smoothing: Window [619.52, 616.96, 614.66] -> Median: 616.96
• Stability Filter: Clamped minor wobble drop of 2.6L back to stable level. Future rebound returned near baseline in 0.3d after a short wobble.
• Usage Rate: 22.4 L/d (drain-slow, band 59.4L over 13.9d, 103 pts)
05/02/2026 19:46:21 614.66 619.52 22.8 Valid Immediate GOOD
• Smoothing: Window [616.96, 614.66, 621.82] -> Median: 616.96
• Stability Filter: Clamped minor wobble drop of 2.6L back to stable level. Future rebound returned near baseline in 0.1d after a short wobble.
• Usage Rate: 22.8 L/d (drain-slow, band 59.3L over 13.9d, 103 pts)
05/02/2026 22:46:29 621.82 619.52 22.6 Valid Immediate GOOD
• Smoothing: Window [614.66, 621.82, 619.52] -> Median: 619.52
• Stability Filter: No change in volume.
• Usage Rate: 22.6 L/d (drain-slow, band 58.2L over 13.9d, 103 pts)
06/02/2026 01:46:38 619.52 619.52 22.6 Valid Immediate GOOD
• Smoothing: Window [621.82, 619.52, 619.52] -> Median: 619.52
• Stability Filter: No change in volume.
• Usage Rate: 22.6 L/d (drain-slow, band 58.2L over 13.9d, 103 pts)
06/02/2026 04:46:45 619.52 619.52 22.6 Valid Immediate GOOD
• Smoothing: Window [619.52, 619.52, 624.13] -> Median: 619.52
• Stability Filter: No change in volume.
• Usage Rate: 22.6 L/d (drain-slow, band 58.2L over 13.9d, 103 pts)
06/02/2026 07:46:54 624.13 619.52 22.8 Valid Immediate GOOD
• Smoothing: Window [619.52, 624.13, 592.90] -> Median: 619.52
• Stability Filter: No change in volume.
• Usage Rate: 22.8 L/d (drain-slow, band 59.2L over 13.9d, 103 pts)
06/02/2026 10:47:02 592.90 592.90 22.8 Valid Immediate GOOD
• Smoothing: Window [624.13, 592.90, 578.56] -> Median: 592.90
• Stability Filter: Accepted drop. Future rise is Real Top-up (Ended 954.6L higher). Drop accepted.
• Usage Rate: 22.8 L/d (drain-slow, band 59.7L over 13.9d, 103 pts)
06/02/2026 13:47:11 578.56 578.56 22.6 Valid Immediate GOOD
• Smoothing: Window [592.90, 578.56, 578.56] -> Median: 578.56 (Edge Protected)
• Stability Filter: Accepted drop. Future rise is Real Top-up (Ended 981.2L higher). Drop accepted.
• Usage Rate: 22.6 L/d (drain-slow, band 59.1L over 13.9d, 103 pts)
06/02/2026 19:47:32 1,574.14 1,574.14 - Top-up Verified (Latency) GOOD
• Smoothing: Window [1,574.14, 1,574.14, 1,571.58] -> Median: 1,574.14 (Edge Protected)
• Monotonic Logic: Accepted Top-up Rise of 995.6L. Future stepped down gradually (Valid Usage).
• Event Reset: Level recovered above threshold + hysteresis.
06/02/2026 22:47:41 1,571.58 1,574.14 - Valid Immediate GOOD
• Smoothing: Window [1,574.14, 1,571.58, 1,574.14] -> Median: 1,574.14
• Stability Filter: No change in volume.
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
07/02/2026 01:47:50 1,574.14 1,574.14 - Valid Immediate GOOD
• Smoothing: Window [1,571.58, 1,574.14, 1,579.52] -> Median: 1,574.14
• Stability Filter: No change in volume.
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
07/02/2026 04:48:03 1,579.52 1,574.14 - Valid Immediate GOOD
• Smoothing: Window [1,574.14, 1,579.52, 1,571.58] -> Median: 1,574.14
• Stability Filter: No change in volume.
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
07/02/2026 07:48:10 1,571.58 1,574.14 - Valid Immediate GOOD
• Smoothing: Window [1,579.52, 1,571.58, 1,571.58] -> Median: 1,571.58
• Stability Filter: Clamped minor wobble drop of 2.6L back to stable level. Future rebound returned near baseline in 0.6d after a short wobble.
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
07/02/2026 10:48:19 1,571.58 1,574.14 - Valid Immediate GOOD
• Smoothing: Window [1,571.58, 1,571.58, 1,571.58] -> Median: 1,571.58
• Stability Filter: Clamped minor wobble drop of 2.6L back to stable level. Future rebound returned near baseline in 0.5d after a short wobble.
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
07/02/2026 13:48:27 1,571.58 1,574.14 - Valid Immediate GOOD
• Smoothing: Window [1,571.58, 1,571.58, 1,571.58] -> Median: 1,571.58
• Stability Filter: Clamped minor wobble drop of 2.6L back to stable level. Future rebound returned near baseline in 0.4d after a short wobble.
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
07/02/2026 16:48:36 1,571.58 1,574.14 - Valid Immediate GOOD
• Smoothing: Window [1,571.58, 1,571.58, 1,571.58] -> Median: 1,571.58
• Stability Filter: Clamped minor wobble drop of 2.6L back to stable level. Future rebound returned near baseline in 0.3d after a short wobble.
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
07/02/2026 19:48:44 1,571.58 1,574.14 - Valid Immediate GOOD
• Smoothing: Window [1,571.58, 1,571.58, 1,576.96] -> Median: 1,571.58
• Stability Filter: Clamped minor wobble drop of 2.6L back to stable level. Future rebound returned near baseline in 0.1d after a short wobble.
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
07/02/2026 22:48:52 1,576.96 1,574.14 - Valid Immediate GOOD
• Smoothing: Window [1,571.58, 1,576.96, 1,576.96] -> Median: 1,576.96
• Monotonic Logic: Rejected small rise of 2.8L. Future plummeted back to baseline inside window (1.6d). Clamped to 1,574.1
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
07/02/2026 22:49:02 1,576.96 1,574.14 - Valid Immediate GOOD
• Smoothing: Window [1,576.96, 1,576.96, 1,574.14] -> Median: 1,576.96
• Monotonic Logic: Rejected small rise of 2.8L. Future plummeted back to baseline inside window (1.6d). Clamped to 1,574.1
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
08/02/2026 01:49:11 1,574.14 1,574.14 - Valid Immediate GOOD
• Smoothing: Window [1,576.96, 1,574.14, 1,571.58] -> Median: 1,574.14
• Stability Filter: No change in volume.
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
08/02/2026 04:49:21 1,571.58 1,574.14 - Valid Immediate GOOD
• Smoothing: Window [1,574.14, 1,571.58, 1,571.58] -> Median: 1,571.58
• Stability Filter: Clamped minor wobble drop of 2.6L back to stable level. Future rebound returned near baseline in 1.0d after a short wobble.
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
08/02/2026 07:49:33 1,571.58 1,574.14 - Valid Immediate GOOD
• Smoothing: Window [1,571.58, 1,571.58, 1,569.02] -> Median: 1,571.58
• Stability Filter: Clamped minor wobble drop of 2.6L back to stable level. Future rebound returned near baseline in 0.9d after a short wobble.
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
08/02/2026 10:49:42 1,569.02 1,574.14 - Valid Immediate GOOD
• Smoothing: Window [1,571.58, 1,569.02, 1,571.58] -> Median: 1,571.58
• Stability Filter: Clamped minor wobble drop of 2.6L back to stable level. Future rebound returned near baseline in 0.8d after a short wobble.
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
08/02/2026 13:49:49 1,571.58 1,574.14 - Valid Immediate GOOD
• Smoothing: Window [1,569.02, 1,571.58, 1,574.14] -> Median: 1,571.58
• Stability Filter: Clamped minor wobble drop of 2.6L back to stable level. Future rebound returned near baseline in 0.6d after a short wobble.
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
08/02/2026 16:49:58 1,574.14 1,574.14 - Valid Immediate GOOD
• Smoothing: Window [1,571.58, 1,574.14, 1,571.58] -> Median: 1,571.58
• Stability Filter: Median artifact detected. Rescued Raw Value (1,574.1L).
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
08/02/2026 19:50:06 1,571.58 1,574.14 - Valid Immediate GOOD
• Smoothing: Window [1,574.14, 1,571.58, 1,566.21] -> Median: 1,571.58
• Stability Filter: Clamped minor wobble drop of 2.6L back to stable level. Future rebound returned near baseline in 0.4d after a short wobble.
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
08/02/2026 22:50:14 1,566.21 1,574.14 0.0 Valid Immediate GOOD
• Smoothing: Window [1,571.58, 1,566.21, 1,574.14] -> Median: 1,571.58
• Stability Filter: Clamped minor wobble drop of 2.6L back to stable level. Future rebound returned near baseline in 0.3d after a short wobble.
• Usage Rate: 0.0 L/d (flat, band 6.1L over 2.0d, 18 pts)
09/02/2026 01:50:23 1,574.14 1,574.14 0.0 Valid Immediate GOOD
• Smoothing: Window [1,566.21, 1,574.14, 1,571.58] -> Median: 1,571.58
• Stability Filter: Median artifact detected. Rescued Raw Value (1,574.1L).
• Usage Rate: 0.0 L/d (flat, band 5.9L over 2.1d, 19 pts)
09/02/2026 04:50:31 1,571.58 1,574.14 0.0 Valid Immediate GOOD
• Smoothing: Window [1,574.14, 1,571.58, 1,579.52] -> Median: 1,574.14
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 5.6L over 2.3d, 20 pts)
09/02/2026 07:50:45 1,579.52 1,571.58 0.0 Valid Immediate GOOD
• Smoothing: Window [1,571.58, 1,579.52, 1,561.09] -> Median: 1,571.58
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 0.0 L/d (flat, band 5.4L over 2.4d, 21 pts)
09/02/2026 10:50:52 1,561.09 1,561.09 0.0 Valid Immediate GOOD
• Smoothing: Window [1,579.52, 1,561.09, 1,542.40] -> Median: 1,561.09
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 0.0 L/d (flat, band 7.7L over 2.5d, 22 pts)
09/02/2026 13:51:02 1,542.40 1,547.78 0.0 Valid Immediate GOOD
• Smoothing: Window [1,561.09, 1,542.40, 1,547.78] -> Median: 1,547.78
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 0.0 L/d (flat, band 10.2L over 2.6d, 23 pts)
09/02/2026 16:51:10 1,547.78 1,547.78 0.0 Valid Immediate GOOD
• Smoothing: Window [1,542.40, 1,547.78, 1,547.78] -> Median: 1,547.78
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 11.3L over 2.8d, 24 pts)
09/02/2026 19:51:23 1,547.78 1,547.78 10.0 Valid Immediate GOOD
• Smoothing: Window [1,547.78, 1,547.78, 1,545.22] -> Median: 1,547.78
• Stability Filter: No change in volume.
• Usage Rate: 10.0 L/d (drain-slow, band 18.0L over 2.9d, 25 pts)
09/02/2026 22:51:31 1,545.22 1,547.78 9.5 Valid Immediate GOOD
• Smoothing: Window [1,547.78, 1,545.22, 1,547.78] -> Median: 1,547.78
• Stability Filter: No change in volume.
• Usage Rate: 9.5 L/d (drain-slow, band 21.9L over 3.0d, 26 pts)
10/02/2026 01:51:40 1,547.78 1,547.78 9.1 Valid Immediate GOOD
• Smoothing: Window [1,545.22, 1,547.78, 1,550.34] -> Median: 1,547.78
• Stability Filter: No change in volume.
• Usage Rate: 9.1 L/d (drain-slow, band 21.0L over 3.1d, 27 pts)
10/02/2026 04:51:48 1,550.34 1,547.78 9.1 Valid Immediate GOOD
• Smoothing: Window [1,547.78, 1,550.34, 1,545.22] -> Median: 1,547.78
• Stability Filter: No change in volume.
• Usage Rate: 9.1 L/d (drain-slow, band 20.1L over 3.3d, 28 pts)
10/02/2026 07:52:02 1,545.22 1,545.22 8.6 Valid Immediate GOOD
• Smoothing: Window [1,550.34, 1,545.22, 1,537.28] -> Median: 1,545.22
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 8.6 L/d (drain-slow, band 18.4L over 3.4d, 29 pts)
10/02/2026 10:52:10 1,537.28 1,537.28 8.7 Valid Immediate GOOD
• Smoothing: Window [1,545.22, 1,537.28, 1,526.53] -> Median: 1,537.28
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 8.7 L/d (drain-slow, band 18.0L over 3.5d, 30 pts)
10/02/2026 13:52:23 1,526.53 1,526.53 8.8 Valid Immediate GOOD
• Smoothing: Window [1,537.28, 1,526.53, 1,521.41] -> Median: 1,526.53
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 8.8 L/d (drain-slow, band 19.2L over 3.6d, 31 pts)
10/02/2026 16:52:32 1,521.41 1,521.41 9.7 Valid Immediate GOOD
• Smoothing: Window [1,526.53, 1,521.41, 1,513.47] -> Median: 1,521.41
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 9.7 L/d (drain-slow, band 20.2L over 3.8d, 32 pts)
10/02/2026 19:52:45 1,513.47 1,521.41 11.0 Valid Immediate GOOD
• Smoothing: Window [1,521.41, 1,513.47, 1,529.34] -> Median: 1,521.41
• Stability Filter: No change in volume.
• Usage Rate: 11.0 L/d (drain-slow, band 21.8L over 3.9d, 33 pts)
10/02/2026 22:52:53 1,529.34 1,521.41 13.0 Valid Immediate GOOD
• Smoothing: Window [1,513.47, 1,529.34, 1,521.41] -> Median: 1,521.41
• Stability Filter: No change in volume.
• Usage Rate: 13.0 L/d (drain-slow, band 22.3L over 4.0d, 34 pts)
11/02/2026 01:53:02 1,521.41 1,521.41 13.3 Valid Immediate GOOD
• Smoothing: Window [1,529.34, 1,521.41, 1,521.41] -> Median: 1,521.41
• Stability Filter: No change in volume.
• Usage Rate: 13.3 L/d (drain-slow, band 23.4L over 4.1d, 35 pts)
11/02/2026 04:53:15 1,521.41 1,521.41 14.3 Valid Immediate GOOD
• Smoothing: Window [1,521.41, 1,521.41, 1,516.03] -> Median: 1,521.41
• Stability Filter: No change in volume.
• Usage Rate: 14.3 L/d (drain-slow, band 22.2L over 4.3d, 36 pts)
11/02/2026 07:53:24 1,516.03 1,516.03 13.8 Valid Immediate GOOD
• Smoothing: Window [1,521.41, 1,516.03, 1,510.91] -> Median: 1,516.03
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 13.8 L/d (drain-slow, band 22.0L over 4.4d, 37 pts)
11/02/2026 10:53:36 1,510.91 1,510.91 13.8 Valid Immediate GOOD
• Smoothing: Window [1,516.03, 1,510.91, 1,487.10] -> Median: 1,510.91
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 13.8 L/d (drain-slow, band 22.9L over 4.5d, 38 pts)
11/02/2026 13:53:45 1,487.10 1,489.66 14.1 Valid Immediate GOOD
• Smoothing: Window [1,510.91, 1,487.10, 1,489.66] -> Median: 1,489.66
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 14.1 L/d (drain-slow, band 22.9L over 4.6d, 39 pts)
11/02/2026 16:53:54 1,489.66 1,489.66 14.7 Valid Immediate GOOD
• Smoothing: Window [1,487.10, 1,489.66, 1,484.29] -> Median: 1,487.10
• Stability Filter: Median artifact detected. Rescued Raw Value (1,489.7L).
• Usage Rate: 14.7 L/d (drain-slow, band 25.1L over 4.8d, 40 pts)
11/02/2026 19:54:07 1,484.29 1,489.66 14.5 Valid Immediate GOOD
• Smoothing: Window [1,489.66, 1,484.29, 1,489.66] -> Median: 1,489.66
• Stability Filter: No change in volume.
• Usage Rate: 14.5 L/d (drain-slow, band 26.9L over 4.9d, 41 pts)
11/02/2026 22:54:14 1,489.66 1,489.66 17.3 Valid Immediate GOOD
• Smoothing: Window [1,484.29, 1,489.66, 1,484.29] -> Median: 1,484.29
• Stability Filter: Median artifact detected. Rescued Raw Value (1,489.7L).
• Usage Rate: 17.3 L/d (drain-slow, band 30.4L over 5.0d, 42 pts)
12/02/2026 01:54:23 1,484.29 1,489.66 19.8 Valid Immediate GOOD
• Smoothing: Window [1,489.66, 1,484.29, 1,489.66] -> Median: 1,489.66
• Stability Filter: No change in volume.
• Usage Rate: 19.8 L/d (drain-slow, band 31.7L over 5.1d, 43 pts)
12/02/2026 04:54:31 1,489.66 1,489.66 19.3 Valid Immediate GOOD
• Smoothing: Window [1,484.29, 1,489.66, 1,492.22] -> Median: 1,489.66
• Stability Filter: No change in volume.
• Usage Rate: 19.3 L/d (drain-slow, band 30.1L over 5.3d, 44 pts)
12/02/2026 07:54:40 1,492.22 1,489.66 18.7 Valid Immediate GOOD
• Smoothing: Window [1,489.66, 1,492.22, 1,465.86] -> Median: 1,489.66
• Stability Filter: No change in volume.
• Usage Rate: 18.7 L/d (drain-slow, band 29.6L over 5.4d, 45 pts)
12/02/2026 10:54:49 1,465.86 1,465.86 18.2 Valid Immediate GOOD
• Smoothing: Window [1,492.22, 1,465.86, 1,457.92] -> Median: 1,465.86
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 18.2 L/d (drain-slow, band 30.4L over 5.5d, 46 pts)
12/02/2026 13:54:57 1,457.92 1,460.48 18.2 Valid Immediate GOOD
• Smoothing: Window [1,465.86, 1,457.92, 1,460.48] -> Median: 1,460.48
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 18.2 L/d (drain-slow, band 32.1L over 5.6d, 47 pts)
12/02/2026 16:55:10 1,460.48 1,460.48 18.6 Valid Immediate GOOD
• Smoothing: Window [1,457.92, 1,460.48, 1,452.54] -> Median: 1,457.92
• Stability Filter: Median artifact detected. Rescued Raw Value (1,460.5L).
• Usage Rate: 18.6 L/d (drain-slow, band 33.0L over 5.8d, 48 pts)
12/02/2026 19:55:18 1,452.54 1,460.48 18.4 Valid Immediate GOOD
• Smoothing: Window [1,460.48, 1,452.54, 1,455.36] -> Median: 1,455.36
• Stability Filter: Clamped minor wobble drop of 5.1L back to stable level. Future rebound returned near baseline in 0.3d after a short wobble.
• Usage Rate: 18.4 L/d (drain-slow, band 34.6L over 5.9d, 49 pts)
12/02/2026 22:55:27 1,455.36 1,460.48 19.8 Valid Immediate GOOD
• Smoothing: Window [1,452.54, 1,455.36, 1,463.30] -> Median: 1,455.36
• Stability Filter: Clamped minor wobble drop of 5.1L back to stable level. Future rebound returned near baseline in 0.1d after a short wobble.
• Usage Rate: 19.8 L/d (drain-slow, band 32.6L over 6.0d, 50 pts)
13/02/2026 01:55:40 1,463.30 1,460.48 21.4 Valid Immediate GOOD
• Smoothing: Window [1,455.36, 1,463.30, 1,460.48] -> Median: 1,460.48
• Stability Filter: No change in volume.
• Usage Rate: 21.4 L/d (drain-slow, band 32.0L over 6.1d, 51 pts)
13/02/2026 04:55:49 1,460.48 1,460.48 21.4 Valid Immediate GOOD
• Smoothing: Window [1,463.30, 1,460.48, 1,449.98] -> Median: 1,460.48
• Stability Filter: No change in volume.
• Usage Rate: 21.4 L/d (drain-slow, band 31.9L over 6.3d, 52 pts)
13/02/2026 07:55:57 1,449.98 1,449.98 21.7 Valid Immediate GOOD
• Smoothing: Window [1,460.48, 1,449.98, 1,430.53] -> Median: 1,449.98
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 21.7 L/d (drain-slow, band 31.8L over 6.4d, 53 pts)
13/02/2026 10:56:06 1,430.53 1,430.53 21.1 Valid Immediate GOOD
• Smoothing: Window [1,449.98, 1,430.53, 1,427.97] -> Median: 1,430.53
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 21.1 L/d (drain-slow, band 35.2L over 6.5d, 54 pts)
13/02/2026 13:56:19 1,427.97 1,430.53 21.1 Valid Immediate GOOD
• Smoothing: Window [1,430.53, 1,427.97, 1,425.15] -> Median: 1,427.97
• Stability Filter: Clamped minor wobble drop of 2.6L back to stable level. Future rebound returned near baseline in 0.3d after a short wobble.
• Usage Rate: 21.1 L/d (drain-slow, band 35.0L over 6.6d, 55 pts)
13/02/2026 16:56:32 1,425.15 1,430.53 21.1 Valid Immediate GOOD
• Smoothing: Window [1,427.97, 1,425.15, 1,433.34] -> Median: 1,427.97
• Stability Filter: Clamped minor wobble drop of 2.6L back to stable level. Future rebound returned near baseline in 0.1d after a short wobble.
• Usage Rate: 21.1 L/d (drain-slow, band 37.6L over 6.8d, 56 pts)
13/02/2026 19:56:39 1,433.34 1,430.53 21.1 Valid Immediate GOOD
• Smoothing: Window [1,425.15, 1,433.34, 1,430.53] -> Median: 1,430.53
• Stability Filter: No change in volume.
• Usage Rate: 21.1 L/d (drain-slow, band 37.9L over 6.9d, 57 pts)
13/02/2026 22:56:49 1,430.53 1,430.53 21.4 Valid Immediate GOOD
• Smoothing: Window [1,433.34, 1,430.53, 1,425.15] -> Median: 1,430.53
• Stability Filter: No change in volume.
• Usage Rate: 21.4 L/d (drain-slow, band 38.0L over 7.0d, 58 pts)
14/02/2026 01:56:56 1,425.15 1,430.53 22.6 Valid Immediate GOOD
• Smoothing: Window [1,430.53, 1,425.15, 1,433.34] -> Median: 1,430.53
• Stability Filter: No change in volume.
• Usage Rate: 22.6 L/d (drain-slow, band 38.1L over 7.1d, 59 pts)
14/02/2026 04:57:05 1,433.34 1,433.34 23.5 Valid Immediate GOOD
• Smoothing: Window [1,425.15, 1,433.34, 1,425.15] -> Median: 1,425.15
• Stability Filter: Median artifact detected. Rescued Raw Value (1,433.3L).
• Usage Rate: 23.5 L/d (drain-slow, band 37.9L over 7.3d, 60 pts)
14/02/2026 07:57:13 1,425.15 1,425.15 23.3 Valid Immediate GOOD
• Smoothing: Window [1,433.34, 1,425.15, 1,425.15] -> Median: 1,425.15
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 23.3 L/d (drain-slow, band 37.3L over 7.4d, 61 pts)
14/02/2026 10:57:21 1,425.15 1,425.15 23.0 Valid Immediate GOOD
• Smoothing: Window [1,425.15, 1,425.15, 1,427.97] -> Median: 1,425.15
• Stability Filter: No change in volume.
• Usage Rate: 23.0 L/d (drain-slow, band 37.1L over 7.5d, 62 pts)
14/02/2026 13:57:31 1,427.97 1,425.15 23.0 Valid Immediate GOOD
• Smoothing: Window [1,425.15, 1,427.97, 1,430.53] -> Median: 1,427.97
• Monotonic Logic: Rejected small rise of 2.8L. Future plummeted back to baseline inside window (4.9d). Clamped to 1,425.2
• Usage Rate: 23.0 L/d (drain-slow, band 37.1L over 7.6d, 63 pts)
14/02/2026 16:57:43 1,430.53 1,425.15 22.5 Valid Immediate GOOD
• Smoothing: Window [1,427.97, 1,430.53, 1,339.14] -> Median: 1,427.97
• Monotonic Logic: Rejected small rise of 2.8L. Future plummeted back to baseline inside window (4.8d). Clamped to 1,425.2
• Usage Rate: 22.5 L/d (drain-slow, band 37.1L over 7.8d, 64 pts)
19/02/2026 11:05:13 1,339.14 1,344.77 22.5 Valid Immediate GOOD
• Smoothing: Window [1,430.53, 1,339.14, 1,344.77] -> Median: 1,344.77
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Event Check: Drop of 80.4L over 114.1h. Rate 0.70L/h is safe (<15). Ignored.
• Usage Rate: 22.5 L/d (drain-slow, band 36.8L over 12.5d, 65 pts)
19/02/2026 14:05:21 1,344.77 1,344.77 22.1 Valid Immediate GOOD
• Smoothing: Window [1,339.14, 1,344.77, 1,347.58] -> Median: 1,344.77
• Stability Filter: No change in volume.
• Usage Rate: 22.1 L/d (drain-slow, band 36.8L over 12.6d, 66 pts)
19/02/2026 17:05:30 1,347.58 1,344.77 22.1 Valid Immediate GOOD
• Smoothing: Window [1,344.77, 1,347.58, 1,344.77] -> Median: 1,344.77
• Stability Filter: No change in volume.
• Usage Rate: 22.1 L/d (drain-slow, band 36.7L over 12.8d, 67 pts)
19/02/2026 20:05:43 1,344.77 1,344.77 22.1 Valid Immediate GOOD
• Smoothing: Window [1,347.58, 1,344.77, 1,341.95] -> Median: 1,344.77
• Stability Filter: No change in volume.
• Usage Rate: 22.1 L/d (drain-slow, band 37.8L over 12.9d, 68 pts)
19/02/2026 23:05:52 1,341.95 1,344.77 21.7 Valid Immediate GOOD
• Smoothing: Window [1,344.77, 1,341.95, 1,347.58] -> Median: 1,344.77
• Stability Filter: No change in volume.
• Usage Rate: 21.7 L/d (drain-slow, band 39.6L over 13.0d, 69 pts)
20/02/2026 05:06:07 1,347.58 1,344.77 21.3 Valid Immediate GOOD
• Smoothing: Window [1,341.95, 1,347.58, 1,352.96] -> Median: 1,347.58
• Monotonic Logic: Rejected small rise of 2.8L. Future plummeted back to baseline inside window (3.4d). Clamped to 1,344.8
• Usage Rate: 21.3 L/d (drain-slow, band 41.0L over 13.3d, 70 pts)
20/02/2026 08:06:26 1,352.96 1,344.77 19.6 Valid Immediate GOOD
• Smoothing: Window [1,347.58, 1,352.96, 1,344.77] -> Median: 1,347.58
• Monotonic Logic: Rejected small rise of 2.8L. Future plummeted back to baseline inside window (3.3d). Clamped to 1,344.8
• Usage Rate: 19.6 L/d (drain-slow, band 41.1L over 13.4d, 71 pts)
20/02/2026 11:06:35 1,344.77 1,344.77 18.8 Valid Immediate GOOD
• Smoothing: Window [1,352.96, 1,344.77, 1,347.58] -> Median: 1,347.58
• Monotonic Logic: Rejected small rise of 2.8L. Future plummeted back to baseline inside window (3.1d). Clamped to 1,344.8
• Usage Rate: 18.8 L/d (drain-slow, band 40.0L over 13.5d, 72 pts)
20/02/2026 14:06:43 1,347.58 1,344.77 19.0 Valid Immediate GOOD
• Smoothing: Window [1,344.77, 1,347.58, 1,341.95] -> Median: 1,344.77
• Stability Filter: No change in volume.
• Usage Rate: 19.0 L/d (drain-slow, band 41.1L over 13.6d, 73 pts)
20/02/2026 17:06:52 1,341.95 1,344.77 18.8 Valid Immediate GOOD
• Smoothing: Window [1,347.58, 1,341.95, 1,352.96] -> Median: 1,347.58
• Monotonic Logic: Rejected small rise of 2.8L. Future plummeted back to baseline inside window (2.9d). Clamped to 1,344.8
• Usage Rate: 18.8 L/d (drain-slow, band 43.0L over 13.8d, 74 pts)
20/02/2026 20:07:04 1,352.96 1,344.77 18.6 Valid Immediate GOOD
• Smoothing: Window [1,341.95, 1,352.96, 1,358.59] -> Median: 1,352.96
• Monotonic Logic: Rejected small rise of 8.2L. Future plummeted back to baseline inside window (2.6d). Clamped to 1,344.8
• Usage Rate: 18.6 L/d (drain-slow, band 44.2L over 13.9d, 75 pts)
20/02/2026 23:07:13 1,358.59 1,344.77 18.6 Valid Immediate FAIR
• Smoothing: Window [1,352.96, 1,358.59, 1,355.78] -> Median: 1,355.78
• Monotonic Logic: Rejected small rise of 11.0L. Future plummeted back to baseline inside window (2.5d). Clamped to 1,344.8
• Usage Rate: 18.6 L/d (drain-slow, band 43.5L over 13.9d, 75 pts)
21/02/2026 05:07:30 1,355.78 1,344.77 18.5 Valid Immediate GOOD
• Smoothing: Window [1,358.59, 1,355.78, 1,350.40] -> Median: 1,355.78
• Monotonic Logic: Rejected small rise of 11.0L. Future plummeted back to baseline inside window (2.3d). Clamped to 1,344.8
• Usage Rate: 18.5 L/d (drain-slow, band 45.2L over 13.9d, 74 pts)
21/02/2026 08:07:38 1,350.40 1,344.77 18.5 Valid Immediate GOOD
• Smoothing: Window [1,355.78, 1,350.40, 1,352.96] -> Median: 1,352.96
• Monotonic Logic: Rejected small rise of 8.2L. Future plummeted back to baseline inside window (2.1d). Clamped to 1,344.8
• Usage Rate: 18.5 L/d (drain-slow, band 46.7L over 13.9d, 74 pts)
21/02/2026 11:07:47 1,352.96 1,344.77 18.5 Valid Immediate GOOD
• Smoothing: Window [1,350.40, 1,352.96, 1,347.58] -> Median: 1,350.40
• Monotonic Logic: Rejected small rise of 5.6L. Future plummeted back to baseline inside window (2.1d). Clamped to 1,344.8
• Usage Rate: 18.5 L/d (drain-slow, band 48.8L over 13.9d, 74 pts)
21/02/2026 14:07:54 1,347.58 1,344.77 18.5 Valid Immediate GOOD
• Smoothing: Window [1,352.96, 1,347.58, 1,347.58] -> Median: 1,347.58
• Monotonic Logic: Rejected small rise of 2.8L. Future plummeted back to baseline inside window (2.0d). Clamped to 1,344.8
• Usage Rate: 18.5 L/d (drain-slow, band 49.4L over 13.9d, 74 pts)
21/02/2026 17:08:03 1,347.58 1,344.77 18.5 Valid Immediate GOOD
• Smoothing: Window [1,347.58, 1,347.58, 1,355.78] -> Median: 1,347.58
• Monotonic Logic: Rejected small rise of 2.8L. Future plummeted back to baseline inside window (1.9d). Clamped to 1,344.8
• Usage Rate: 18.5 L/d (drain-slow, band 53.9L over 13.9d, 74 pts)
21/02/2026 20:08:11 1,355.78 1,344.77 18.5 Valid Immediate GOOD
• Smoothing: Window [1,347.58, 1,355.78, 1,350.40] -> Median: 1,350.40
• Monotonic Logic: Rejected small rise of 5.6L. Future plummeted back to baseline inside window (1.8d). Clamped to 1,344.8
• Usage Rate: 18.5 L/d (drain-slow, band 57.1L over 13.9d, 74 pts)
21/02/2026 23:08:19 1,350.40 1,344.77 18.4 Valid Immediate GOOD
• Smoothing: Window [1,355.78, 1,350.40, 1,352.96] -> Median: 1,352.96
• Monotonic Logic: Rejected small rise of 8.2L. Future plummeted back to baseline inside window (1.5d). Clamped to 1,344.8
• Usage Rate: 18.4 L/d (drain-slow, band 61.7L over 13.9d, 73 pts)
22/02/2026 05:08:36 1,352.96 1,344.77 18.0 Valid Immediate GOOD
• Smoothing: Window [1,350.40, 1,352.96, 1,350.40] -> Median: 1,350.40
• Monotonic Logic: Rejected small rise of 5.6L. Future plummeted back to baseline inside window (1.4d). Clamped to 1,344.8
• Usage Rate: 18.0 L/d (drain-slow, band 61.3L over 13.9d, 72 pts)
22/02/2026 08:08:45 1,350.40 1,344.77 17.9 Valid Immediate GOOD
• Smoothing: Window [1,352.96, 1,350.40, 1,347.58] -> Median: 1,350.40
• Monotonic Logic: Rejected small rise of 5.6L. Future plummeted back to baseline inside window (1.3d). Clamped to 1,344.8
• Usage Rate: 17.9 L/d (drain-slow, band 60.0L over 13.9d, 72 pts)
22/02/2026 11:08:52 1,347.58 1,344.77 17.6 Valid Immediate GOOD
• Smoothing: Window [1,350.40, 1,347.58, 1,344.77] -> Median: 1,347.58
• Monotonic Logic: Rejected small rise of 2.8L. Future plummeted back to baseline inside window (1.1d). Clamped to 1,344.8
• Usage Rate: 17.6 L/d (drain-slow, band 59.3L over 13.9d, 72 pts)
22/02/2026 14:09:00 1,344.77 1,344.77 16.9 Valid Immediate GOOD
• Smoothing: Window [1,347.58, 1,344.77, 1,352.96] -> Median: 1,347.58
• Monotonic Logic: Rejected small rise of 2.8L. Future plummeted back to baseline inside window (1.0d). Clamped to 1,344.8
• Usage Rate: 16.9 L/d (drain-slow, band 56.5L over 13.9d, 72 pts)
22/02/2026 17:09:09 1,352.96 1,344.77 16.3 Valid Immediate GOOD
• Smoothing: Window [1,344.77, 1,352.96, 1,352.96] -> Median: 1,352.96
• Monotonic Logic: Rejected small rise of 8.2L. Future plummeted back to baseline inside window (0.8d). Clamped to 1,344.8
• Usage Rate: 16.3 L/d (drain-slow, band 58.3L over 13.9d, 72 pts)
22/02/2026 20:09:18 1,352.96 1,344.77 16.2 Valid Immediate GOOD
• Smoothing: Window [1,352.96, 1,352.96, 1,347.58] -> Median: 1,352.96
• Monotonic Logic: Rejected small rise of 8.2L. Future plummeted back to baseline inside window (0.6d). Clamped to 1,344.8
• Usage Rate: 16.2 L/d (drain-slow, band 58.3L over 13.9d, 72 pts)
22/02/2026 23:09:27 1,347.58 1,344.77 16.2 Valid Immediate GOOD
• Smoothing: Window [1,352.96, 1,347.58, 1,352.96] -> Median: 1,352.96
• Monotonic Logic: Rejected small rise of 8.2L. Future plummeted back to baseline inside window (0.5d). Clamped to 1,344.8
• Usage Rate: 16.2 L/d (drain-slow, band 59.5L over 13.9d, 72 pts)
23/02/2026 05:09:47 1,352.96 1,344.77 16.1 Valid Immediate GOOD
• Smoothing: Window [1,347.58, 1,352.96, 1,347.58] -> Median: 1,347.58
• Monotonic Logic: Rejected small rise of 2.8L. Future plummeted back to baseline inside window (0.4d). Clamped to 1,344.8
• Usage Rate: 16.1 L/d (drain-slow, band 55.2L over 13.9d, 71 pts)
23/02/2026 08:09:56 1,347.58 1,344.77 15.9 Valid Immediate GOOD
• Smoothing: Window [1,352.96, 1,347.58, 1,325.31] -> Median: 1,347.58
• Monotonic Logic: Rejected small rise of 2.8L. Future plummeted back to baseline inside window (0.3d). Clamped to 1,344.8
• Usage Rate: 15.9 L/d (drain-slow, band 56.6L over 13.9d, 71 pts)
23/02/2026 11:10:06 1,325.31 1,325.31 15.7 Valid Immediate GOOD
• Smoothing: Window [1,347.58, 1,325.31, 1,314.30] -> Median: 1,325.31
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 15.7 L/d (drain-slow, band 55.5L over 13.9d, 71 pts)
23/02/2026 14:10:18 1,314.30 1,314.30 15.2 Valid Immediate GOOD
• Smoothing: Window [1,325.31, 1,314.30, 1,311.49] -> Median: 1,314.30
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 15.2 L/d (drain-slow, band 54.7L over 13.9d, 71 pts)
23/02/2026 17:10:27 1,311.49 1,311.49 14.7 Valid Immediate GOOD
• Smoothing: Window [1,314.30, 1,311.49, 1,308.67] -> Median: 1,311.49
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 14.7 L/d (drain-slow, band 54.2L over 13.9d, 71 pts)
23/02/2026 20:10:36 1,308.67 1,308.67 14.5 Valid Immediate GOOD
• Smoothing: Window [1,311.49, 1,308.67, 1,306.11] -> Median: 1,308.67
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 14.5 L/d (drain-slow, band 53.8L over 13.9d, 71 pts)
23/02/2026 23:10:49 1,306.11 1,308.67 14.2 Valid Immediate GOOD
• Smoothing: Window [1,308.67, 1,306.11, 1,311.49] -> Median: 1,308.67
• Stability Filter: No change in volume.
• Usage Rate: 14.2 L/d (drain-slow, band 53.9L over 13.9d, 71 pts)
24/02/2026 05:11:10 1,311.49 1,306.11 14.2 Valid Immediate GOOD
• Smoothing: Window [1,306.11, 1,311.49, 1,306.11] -> Median: 1,306.11
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 14.2 L/d (drain-slow, band 50.9L over 13.9d, 70 pts)
24/02/2026 08:11:18 1,306.11 1,306.11 14.8 Valid Immediate GOOD
• Smoothing: Window [1,311.49, 1,306.11, 1,278.21] -> Median: 1,306.11
• Stability Filter: No change in volume.
• Usage Rate: 14.8 L/d (drain-slow, band 50.7L over 13.9d, 70 pts)
24/02/2026 11:11:27 1,278.21 1,278.21 15.9 Valid Immediate GOOD
• Smoothing: Window [1,306.11, 1,278.21, 1,270.02] -> Median: 1,278.21
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 15.9 L/d (drain-slow, band 51.6L over 13.9d, 70 pts)
24/02/2026 14:11:36 1,270.02 1,270.02 15.5 Valid Immediate GOOD
• Smoothing: Window [1,278.21, 1,270.02, 1,270.02] -> Median: 1,270.02
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 15.5 L/d (drain-slow, band 50.2L over 13.9d, 70 pts)
24/02/2026 17:11:48 1,270.02 1,270.02 14.8 Valid Immediate GOOD
• Smoothing: Window [1,270.02, 1,270.02, 1,272.83] -> Median: 1,270.02
• Stability Filter: No change in volume.
• Usage Rate: 14.8 L/d (drain-slow, band 50.9L over 13.9d, 70 pts)
24/02/2026 20:11:56 1,272.83 1,270.02 14.8 Valid Immediate GOOD
• Smoothing: Window [1,270.02, 1,272.83, 1,272.83] -> Median: 1,272.83
• Monotonic Logic: Rejected small rise of 2.8L. Future plummeted back to baseline inside window (0.8d). Clamped to 1,270.0
• Usage Rate: 14.8 L/d (drain-slow, band 51.1L over 13.9d, 70 pts)
24/02/2026 23:12:05 1,272.83 1,270.02 14.9 Valid Immediate GOOD
• Smoothing: Window [1,272.83, 1,272.83, 1,272.83] -> Median: 1,272.83
• Monotonic Logic: Rejected small rise of 2.8L. Future plummeted back to baseline inside window (0.6d). Clamped to 1,270.0
• Usage Rate: 14.9 L/d (drain-slow, band 48.9L over 13.9d, 70 pts)
25/02/2026 05:12:21 1,272.83 1,270.02 14.8 Valid Immediate GOOD
• Smoothing: Window [1,272.83, 1,272.83, 1,272.83] -> Median: 1,272.83
• Monotonic Logic: Rejected small rise of 2.8L. Future plummeted back to baseline inside window (0.4d). Clamped to 1,270.0
• Usage Rate: 14.8 L/d (drain-slow, band 45.8L over 13.9d, 69 pts)
25/02/2026 08:12:30 1,272.83 1,270.02 15.8 Valid Immediate GOOD
• Smoothing: Window [1,272.83, 1,272.83, 1,236.48] -> Median: 1,272.83
• Monotonic Logic: Rejected small rise of 2.8L. Future plummeted back to baseline inside window (0.3d). Clamped to 1,270.0
• Usage Rate: 15.8 L/d (drain-slow, band 44.1L over 13.9d, 69 pts)
25/02/2026 14:12:46 1,236.48 1,238.78 15.7 Valid Immediate GOOD
• Smoothing: Window [1,272.83, 1,236.48, 1,238.78] -> Median: 1,238.78
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 15.7 L/d (drain-slow, band 43.3L over 13.9d, 68 pts)
25/02/2026 17:12:55 1,238.78 1,238.78 15.7 Valid Immediate GOOD
• Smoothing: Window [1,236.48, 1,238.78, 1,243.14] -> Median: 1,238.78
• Stability Filter: No change in volume.
• Usage Rate: 15.7 L/d (drain-slow, band 44.0L over 13.9d, 68 pts)
25/02/2026 20:13:03 1,243.14 1,238.78 15.6 Valid Immediate GOOD
• Smoothing: Window [1,238.78, 1,243.14, 1,236.48] -> Median: 1,238.78
• Stability Filter: No change in volume.
• Usage Rate: 15.6 L/d (drain-slow, band 45.6L over 13.9d, 68 pts)
25/02/2026 23:13:12 1,236.48 1,238.78 15.5 Valid Immediate GOOD
• Smoothing: Window [1,243.14, 1,236.48, 1,243.14] -> Median: 1,243.14
• Monotonic Logic: Rejected small rise of 4.4L. Future plummeted back to baseline inside window (0.8d). Clamped to 1,238.8
• Usage Rate: 15.5 L/d (drain-slow, band 47.1L over 13.9d, 68 pts)
26/02/2026 02:13:21 1,243.14 1,238.78 15.3 Valid Immediate GOOD
• Smoothing: Window [1,236.48, 1,243.14, 1,243.14] -> Median: 1,243.14
• Monotonic Logic: Rejected small rise of 4.4L. Future plummeted back to baseline inside window (0.6d). Clamped to 1,238.8
• Usage Rate: 15.3 L/d (drain-slow, band 47.8L over 13.9d, 68 pts)
26/02/2026 05:13:34 1,243.14 1,238.78 15.2 Valid Immediate GOOD
• Smoothing: Window [1,243.14, 1,243.14, 1,236.48] -> Median: 1,243.14
• Monotonic Logic: Rejected small rise of 4.4L. Future plummeted back to baseline inside window (0.5d). Clamped to 1,238.8
• Usage Rate: 15.2 L/d (drain-slow, band 49.5L over 13.9d, 68 pts)
26/02/2026 08:13:41 1,236.48 1,236.48 16.0 Valid Immediate GOOD
• Smoothing: Window [1,243.14, 1,236.48, 1,225.22] -> Median: 1,236.48
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 16.0 L/d (drain-slow, band 51.4L over 13.9d, 68 pts)
26/02/2026 11:13:51 1,225.22 1,225.22 16.2 Valid Immediate GOOD
• Smoothing: Window [1,236.48, 1,225.22, 1,220.86] -> Median: 1,225.22
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 16.2 L/d (drain-slow, band 52.1L over 13.9d, 68 pts)
26/02/2026 14:14:03 1,220.86 1,220.86 15.5 Valid Immediate GOOD
• Smoothing: Window [1,225.22, 1,220.86, 1,216.26] -> Median: 1,220.86
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 15.5 L/d (drain-slow, band 53.3L over 13.9d, 68 pts)
26/02/2026 17:14:12 1,216.26 1,220.86 15.6 Valid Immediate GOOD
• Smoothing: Window [1,220.86, 1,216.26, 1,216.26] -> Median: 1,216.26
• Stability Filter: Clamped minor wobble drop of 4.6L back to stable level. Future rebound returned near baseline in 0.3d after a short wobble.
• Usage Rate: 15.6 L/d (drain-slow, band 53.8L over 13.9d, 68 pts)
26/02/2026 20:14:19 1,216.26 1,220.86 15.7 Valid Immediate GOOD
• Smoothing: Window [1,216.26, 1,216.26, 1,218.56] -> Median: 1,216.26
• Stability Filter: Clamped minor wobble drop of 4.6L back to stable level. Future rebound returned near baseline in 0.1d after a short wobble.
• Usage Rate: 15.7 L/d (drain-slow, band 56.5L over 13.9d, 68 pts)
26/02/2026 23:14:28 1,218.56 1,218.56 15.8 Valid Immediate GOOD
• Smoothing: Window [1,216.26, 1,218.56, 1,220.86] -> Median: 1,218.56
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 15.8 L/d (drain-slow, band 58.6L over 13.9d, 68 pts)
27/02/2026 02:14:36 1,220.86 1,218.56 15.7 Valid Immediate GOOD
• Smoothing: Window [1,218.56, 1,220.86, 1,218.56] -> Median: 1,218.56
• Stability Filter: No change in volume.
• Usage Rate: 15.7 L/d (drain-slow, band 58.8L over 13.9d, 68 pts)
27/02/2026 05:14:45 1,218.56 1,218.56 16.1 Valid Immediate GOOD
• Smoothing: Window [1,220.86, 1,218.56, 1,214.21] -> Median: 1,218.56
• Stability Filter: No change in volume.
• Usage Rate: 16.1 L/d (drain-slow, band 59.5L over 13.9d, 68 pts)
27/02/2026 08:14:54 1,214.21 1,214.21 16.6 Valid Immediate GOOD
• Smoothing: Window [1,218.56, 1,214.21, 1,187.33] -> Median: 1,214.21
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 16.6 L/d (drain-slow, band 59.3L over 13.9d, 68 pts)
27/02/2026 14:15:40 1,187.33 1,193.98 16.7 Valid Immediate GOOD
• Smoothing: Window [1,214.21, 1,187.33, 1,193.98] -> Median: 1,193.98
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 16.7 L/d (drain-slow, band 58.7L over 13.9d, 67 pts)
27/02/2026 17:15:48 1,193.98 1,193.98 16.8 Valid Immediate GOOD
• Smoothing: Window [1,187.33, 1,193.98, 1,196.29] -> Median: 1,193.98
• Stability Filter: No change in volume.
• Usage Rate: 16.8 L/d (drain-slow, band 60.7L over 13.9d, 67 pts)
27/02/2026 20:15:57 1,196.29 1,193.98 16.8 Valid Immediate GOOD
• Smoothing: Window [1,193.98, 1,196.29, 1,196.29] -> Median: 1,196.29
• Monotonic Logic: Rejected small rise of 2.3L. Future plummeted back to baseline inside window (2.8d). Clamped to 1,194.0
• Usage Rate: 16.8 L/d (drain-slow, band 61.2L over 13.9d, 67 pts)
27/02/2026 23:16:06 1,196.29 1,193.98 17.9 Valid Immediate GOOD
• Smoothing: Window [1,196.29, 1,196.29, 1,191.68] -> Median: 1,196.29
• Monotonic Logic: Rejected small rise of 2.3L. Future plummeted back to baseline inside window (2.6d). Clamped to 1,194.0
• Usage Rate: 17.9 L/d (drain-slow, band 61.7L over 13.9d, 67 pts)
28/02/2026 05:16:21 1,191.68 1,193.98 17.5 Valid Immediate GOOD
• Smoothing: Window [1,196.29, 1,191.68, 1,191.68] -> Median: 1,191.68
• Stability Filter: Clamped minor wobble drop of 2.3L back to stable level. Future rebound returned near baseline in 0.4d after a short wobble.
• Usage Rate: 17.5 L/d (drain-slow, band 57.0L over 13.9d, 66 pts)
28/02/2026 08:16:30 1,191.68 1,193.98 17.8 Valid Immediate GOOD
• Smoothing: Window [1,191.68, 1,191.68, 1,187.33] -> Median: 1,191.68
• Stability Filter: Clamped minor wobble drop of 2.3L back to stable level. Future rebound returned near baseline in 0.3d after a short wobble.
• Usage Rate: 17.8 L/d (drain-slow, band 56.6L over 13.9d, 66 pts)
28/02/2026 11:16:38 1,187.33 1,193.98 19.8 Valid Immediate GOOD
• Smoothing: Window [1,191.68, 1,187.33, 1,198.59] -> Median: 1,191.68
• Stability Filter: Clamped minor wobble drop of 2.3L back to stable level. Future rebound returned near baseline in 0.1d after a short wobble.
• Usage Rate: 19.8 L/d (drain-slow, band 55.2L over 13.9d, 66 pts)
28/02/2026 14:16:47 1,198.59 1,193.98 20.2 Valid Immediate GOOD
• Smoothing: Window [1,187.33, 1,198.59, 1,193.98] -> Median: 1,193.98
• Stability Filter: No change in volume.
• Usage Rate: 20.2 L/d (drain-slow, band 49.3L over 13.9d, 66 pts)
28/02/2026 17:16:56 1,193.98 1,193.98 20.2 Valid Immediate GOOD
• Smoothing: Window [1,198.59, 1,193.98, 1,198.59] -> Median: 1,198.59
• Monotonic Logic: Rejected small rise of 4.6L. Future plummeted back to baseline inside window (1.8d). Clamped to 1,194.0
• Usage Rate: 20.2 L/d (drain-slow, band 47.4L over 9.3d, 66 pts)
28/02/2026 20:17:03 1,198.59 1,193.98 19.8 Valid Immediate GOOD
• Smoothing: Window [1,193.98, 1,198.59, 1,189.63] -> Median: 1,193.98
• Stability Filter: No change in volume.
• Usage Rate: 19.8 L/d (drain-slow, band 47.1L over 9.4d, 67 pts)
28/02/2026 23:17:12 1,189.63 1,193.98 19.8 Valid Immediate GOOD
• Smoothing: Window [1,198.59, 1,189.63, 1,189.63] -> Median: 1,189.63
• Stability Filter: Clamped minor wobble drop of 4.4L back to stable level. Future rebound returned near baseline in 0.4d after a short wobble.
• Usage Rate: 19.8 L/d (drain-slow, band 46.6L over 9.5d, 68 pts)
01/03/2026 05:17:29 1,189.63 1,193.98 19.5 Valid Immediate GOOD
• Smoothing: Window [1,189.63, 1,189.63, 1,193.98] -> Median: 1,189.63
• Stability Filter: Clamped minor wobble drop of 4.4L back to stable level. Future rebound returned near baseline in 0.1d after a short wobble.
• Usage Rate: 19.5 L/d (drain-slow, band 46.1L over 9.8d, 69 pts)
01/03/2026 08:17:37 1,193.98 1,193.98 19.2 Valid Immediate GOOD
• Smoothing: Window [1,189.63, 1,193.98, 1,198.59] -> Median: 1,193.98
• Stability Filter: No change in volume.
• Usage Rate: 19.2 L/d (drain-slow, band 45.6L over 9.9d, 70 pts)
01/03/2026 11:17:46 1,198.59 1,193.98 18.9 Valid Immediate GOOD
• Smoothing: Window [1,193.98, 1,198.59, 1,193.98] -> Median: 1,193.98
• Stability Filter: No change in volume.
• Usage Rate: 18.9 L/d (drain-slow, band 46.2L over 10.0d, 71 pts)
01/03/2026 14:17:59 1,193.98 1,193.98 18.6 Valid Immediate GOOD
• Smoothing: Window [1,198.59, 1,193.98, 1,189.63] -> Median: 1,193.98
• Stability Filter: No change in volume.
• Usage Rate: 18.6 L/d (drain-slow, band 46.3L over 10.1d, 72 pts)
01/03/2026 17:18:07 1,189.63 1,193.98 18.6 Valid Immediate GOOD
• Smoothing: Window [1,193.98, 1,189.63, 1,196.29] -> Median: 1,193.98
• Stability Filter: No change in volume.
• Usage Rate: 18.6 L/d (drain-slow, band 46.1L over 10.3d, 73 pts)
01/03/2026 20:18:16 1,196.29 1,193.98 18.3 Valid Immediate GOOD
• Smoothing: Window [1,189.63, 1,196.29, 1,198.59] -> Median: 1,196.29
• Monotonic Logic: Rejected small rise of 2.3L. Future plummeted back to baseline inside window (0.8d). Clamped to 1,194.0
• Usage Rate: 18.3 L/d (drain-slow, band 46.9L over 10.4d, 74 pts)
01/03/2026 23:18:23 1,198.59 1,193.98 18.1 Valid Immediate GOOD
• Smoothing: Window [1,196.29, 1,198.59, 1,191.68] -> Median: 1,196.29
• Monotonic Logic: Rejected small rise of 2.3L. Future plummeted back to baseline inside window (0.6d). Clamped to 1,194.0
• Usage Rate: 18.1 L/d (drain-slow, band 48.2L over 10.5d, 75 pts)
02/03/2026 05:18:41 1,191.68 1,191.68 17.5 Valid Immediate GOOD
• Smoothing: Window [1,198.59, 1,191.68, 1,187.33] -> Median: 1,191.68
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 17.5 L/d (drain-slow, band 48.4L over 10.8d, 76 pts)
02/03/2026 08:18:54 1,187.33 1,187.33 17.3 Valid Immediate GOOD
• Smoothing: Window [1,191.68, 1,187.33, 1,171.71] -> Median: 1,187.33
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 17.3 L/d (drain-slow, band 48.7L over 10.9d, 77 pts)
02/03/2026 11:19:02 1,171.71 1,171.71 17.4 Valid Immediate GOOD
• Smoothing: Window [1,187.33, 1,171.71, 1,167.10] -> Median: 1,171.71
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 17.4 L/d (drain-slow, band 48.7L over 11.0d, 78 pts)
02/03/2026 14:19:10 1,167.10 1,171.71 17.2 Valid Immediate GOOD
• Smoothing: Window [1,171.71, 1,167.10, 1,169.41] -> Median: 1,169.41
• Stability Filter: Clamped minor wobble drop of 2.3L back to stable level. Future rebound returned near baseline in 0.4d after a short wobble.
• Usage Rate: 17.2 L/d (drain-slow, band 48.6L over 11.1d, 79 pts)
02/03/2026 17:19:19 1,169.41 1,171.71 16.9 Valid Immediate GOOD
• Smoothing: Window [1,167.10, 1,169.41, 1,173.76] -> Median: 1,169.41
• Stability Filter: Clamped minor wobble drop of 2.3L back to stable level. Future rebound returned near baseline in 0.3d after a short wobble.
• Usage Rate: 16.9 L/d (drain-slow, band 48.7L over 11.3d, 80 pts)
02/03/2026 20:19:28 1,173.76 1,173.76 17.0 Valid Immediate GOOD
• Smoothing: Window [1,169.41, 1,173.76, 1,169.41] -> Median: 1,169.41
• Stability Filter: Median artifact detected. Rescued Raw Value (1,173.8L).
• Usage Rate: 17.0 L/d (drain-slow, band 49.7L over 11.4d, 81 pts)
02/03/2026 23:19:41 1,169.41 1,173.76 16.8 Valid Immediate GOOD
• Smoothing: Window [1,173.76, 1,169.41, 1,173.76] -> Median: 1,173.76
• Stability Filter: No change in volume.
• Usage Rate: 16.8 L/d (drain-slow, band 50.1L over 11.5d, 82 pts)
03/03/2026 02:19:49 1,173.76 1,169.41 16.8 Valid Immediate GOOD
• Smoothing: Window [1,169.41, 1,173.76, 1,167.10] -> Median: 1,169.41
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 16.8 L/d (drain-slow, band 50.0L over 11.6d, 83 pts)
03/03/2026 05:19:57 1,167.10 1,167.10 16.4 Valid Immediate GOOD
• Smoothing: Window [1,173.76, 1,167.10, 1,165.06] -> Median: 1,167.10
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 16.4 L/d (drain-slow, band 49.8L over 11.8d, 84 pts)
03/03/2026 08:20:06 1,165.06 1,165.06 16.4 Valid Immediate GOOD
• Smoothing: Window [1,167.10, 1,165.06, 1,135.87] -> Median: 1,165.06
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 16.4 L/d (drain-slow, band 49.5L over 11.9d, 85 pts)
03/03/2026 11:20:14 1,135.87 1,142.53 17.6 Valid Immediate GOOD
• Smoothing: Window [1,165.06, 1,135.87, 1,142.53] -> Median: 1,142.53
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 17.6 L/d (drain-slow, band 48.9L over 12.0d, 86 pts)
03/03/2026 14:20:22 1,142.53 1,142.53 17.4 Valid Immediate GOOD
• Smoothing: Window [1,135.87, 1,142.53, 1,147.14] -> Median: 1,142.53
• Stability Filter: No change in volume.
• Usage Rate: 17.4 L/d (drain-slow, band 48.4L over 12.1d, 87 pts)
03/03/2026 17:20:30 1,147.14 1,142.53 17.5 Valid Immediate GOOD
• Smoothing: Window [1,142.53, 1,147.14, 1,147.14] -> Median: 1,147.14
• Monotonic Logic: Rejected small rise of 4.6L. Future plummeted back to baseline inside window (1.8d). Clamped to 1,142.5
• Usage Rate: 17.5 L/d (drain-slow, band 47.5L over 12.3d, 88 pts)
03/03/2026 20:20:39 1,147.14 1,142.53 17.5 Valid Immediate GOOD
• Smoothing: Window [1,147.14, 1,147.14, 1,144.83] -> Median: 1,147.14
• Monotonic Logic: Rejected small rise of 4.6L. Future plummeted back to baseline inside window (1.6d). Clamped to 1,142.5
• Usage Rate: 17.5 L/d (drain-slow, band 47.4L over 12.4d, 89 pts)
03/03/2026 23:20:50 1,144.83 1,142.53 17.4 Valid Immediate GOOD
• Smoothing: Window [1,147.14, 1,144.83, 1,144.83] -> Median: 1,144.83
• Monotonic Logic: Rejected small rise of 2.3L. Future plummeted back to baseline inside window (1.5d). Clamped to 1,142.5
• Usage Rate: 17.4 L/d (drain-slow, band 47.9L over 12.5d, 90 pts)
04/03/2026 05:21:10 1,144.83 1,142.53 17.3 Valid Immediate GOOD
• Smoothing: Window [1,144.83, 1,144.83, 1,140.22] -> Median: 1,144.83
• Monotonic Logic: Rejected small rise of 2.3L. Future plummeted back to baseline inside window (1.3d). Clamped to 1,142.5
• Usage Rate: 17.3 L/d (drain-slow, band 47.4L over 12.8d, 91 pts)
04/03/2026 08:21:24 1,140.22 1,140.22 17.2 Valid Immediate GOOD
• Smoothing: Window [1,144.83, 1,140.22, 1,124.61] -> Median: 1,140.22
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 17.2 L/d (drain-slow, band 47.3L over 12.9d, 92 pts)
04/03/2026 11:21:36 1,124.61 1,126.91 17.2 Valid Immediate GOOD
• Smoothing: Window [1,140.22, 1,124.61, 1,126.91] -> Median: 1,126.91
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 17.2 L/d (drain-slow, band 47.0L over 13.0d, 93 pts)
04/03/2026 14:21:45 1,126.91 1,126.91 17.2 Valid Immediate GOOD
• Smoothing: Window [1,124.61, 1,126.91, 1,124.61] -> Median: 1,124.61
• Stability Filter: Median artifact detected. Rescued Raw Value (1,126.9L).
• Usage Rate: 17.2 L/d (drain-slow, band 46.3L over 13.1d, 94 pts)
04/03/2026 17:21:53 1,124.61 1,126.91 18.6 Valid Immediate GOOD
• Smoothing: Window [1,126.91, 1,124.61, 1,126.91] -> Median: 1,126.91
• Stability Filter: No change in volume.
• Usage Rate: 18.6 L/d (drain-slow, band 46.8L over 13.3d, 95 pts)
04/03/2026 20:22:01 1,126.91 1,126.91 18.4 Valid Immediate GOOD
• Smoothing: Window [1,124.61, 1,126.91, 1,126.91] -> Median: 1,126.91
• Stability Filter: No change in volume.
• Usage Rate: 18.4 L/d (drain-slow, band 46.3L over 13.4d, 96 pts)
04/03/2026 23:22:09 1,126.91 1,126.91 18.4 Valid Immediate GOOD
• Smoothing: Window [1,126.91, 1,126.91, 1,126.91] -> Median: 1,126.91
• Stability Filter: No change in volume.
• Usage Rate: 18.4 L/d (drain-slow, band 46.0L over 13.5d, 97 pts)
05/03/2026 05:22:29 1,126.91 1,126.91 18.4 Valid Immediate GOOD
• Smoothing: Window [1,126.91, 1,126.91, 1,122.56] -> Median: 1,126.91
• Stability Filter: No change in volume.
• Usage Rate: 18.4 L/d (drain-slow, band 46.5L over 13.8d, 98 pts)
05/03/2026 08:22:39 1,122.56 1,122.56 18.3 Valid Immediate GOOD
• Smoothing: Window [1,126.91, 1,122.56, 1,106.94] -> Median: 1,122.56
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 18.3 L/d (drain-slow, band 46.7L over 13.9d, 99 pts)
05/03/2026 11:22:48 1,106.94 1,106.94 18.5 Valid Immediate GOOD
• Smoothing: Window [1,122.56, 1,106.94, 1,097.98] -> Median: 1,106.94
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 18.5 L/d (drain-slow, band 45.1L over 13.9d, 99 pts)
05/03/2026 14:22:55 1,097.98 1,106.94 18.8 Valid Immediate GOOD
• Smoothing: Window [1,106.94, 1,097.98, 1,100.03] -> Median: 1,100.03
• Stability Filter: Clamped minor wobble drop of 6.9L back to stable level. Future rebound returned near baseline in 0.3d after a short wobble.
• Usage Rate: 18.8 L/d (drain-slow, band 43.7L over 13.9d, 99 pts)
05/03/2026 17:23:03 1,100.03 1,106.94 19.5 Valid Immediate GOOD
• Smoothing: Window [1,097.98, 1,100.03, 1,106.94] -> Median: 1,100.03
• Stability Filter: Clamped minor wobble drop of 6.9L back to stable level. Future rebound returned near baseline in 0.1d after a short wobble.
• Usage Rate: 19.5 L/d (drain-slow, band 42.3L over 13.9d, 99 pts)
05/03/2026 20:23:13 1,106.94 1,104.64 20.1 Valid Immediate GOOD
• Smoothing: Window [1,100.03, 1,106.94, 1,104.64] -> Median: 1,104.64
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 20.1 L/d (drain-slow, band 42.0L over 13.9d, 99 pts)
05/03/2026 23:23:21 1,104.64 1,104.64 20.1 Valid Immediate GOOD
• Smoothing: Window [1,106.94, 1,104.64, 1,104.64] -> Median: 1,104.64
• Stability Filter: No change in volume.
• Usage Rate: 20.1 L/d (drain-slow, band 41.4L over 13.8d, 99 pts)
06/03/2026 05:23:37 1,104.64 1,104.64 20.1 Valid Immediate GOOD
• Smoothing: Window [1,104.64, 1,104.64, 1,102.34] -> Median: 1,104.64
• Stability Filter: No change in volume.
• Usage Rate: 20.1 L/d (drain-slow, band 41.3L over 13.9d, 99 pts)
06/03/2026 08:23:46 1,102.34 1,102.34 20.2 Valid Immediate GOOD
• Smoothing: Window [1,104.64, 1,102.34, 1,068.80] -> Median: 1,102.34
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 20.2 L/d (drain-slow, band 41.2L over 13.9d, 99 pts)
06/03/2026 11:23:54 1,068.80 1,071.62 20.2 Valid Immediate GOOD
• Smoothing: Window [1,102.34, 1,068.80, 1,071.62] -> Median: 1,071.62
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 20.2 L/d (drain-slow, band 40.3L over 13.9d, 99 pts)
06/03/2026 14:24:03 1,071.62 1,071.62 20.3 Valid Immediate GOOD
• Smoothing: Window [1,068.80, 1,071.62, 1,080.06] -> Median: 1,071.62
• Stability Filter: No change in volume.
• Usage Rate: 20.3 L/d (drain-slow, band 40.4L over 13.9d, 99 pts)
06/03/2026 17:24:16 1,080.06 1,071.62 21.2 Valid Immediate GOOD
• Smoothing: Window [1,071.62, 1,080.06, 1,080.06] -> Median: 1,080.06
• Monotonic Logic: Rejected small rise of 8.4L. Future plummeted back to baseline inside window (3.8d). Clamped to 1,071.6
• Usage Rate: 21.2 L/d (drain-slow, band 40.4L over 13.9d, 99 pts)
06/03/2026 20:24:24 1,080.06 1,071.62 21.9 Valid Immediate GOOD
• Smoothing: Window [1,080.06, 1,080.06, 1,082.37] -> Median: 1,080.06
• Monotonic Logic: Rejected small rise of 8.4L. Future plummeted back to baseline inside window (3.6d). Clamped to 1,071.6
• Usage Rate: 21.9 L/d (drain-slow, band 40.5L over 13.9d, 99 pts)
06/03/2026 23:24:32 1,082.37 1,071.62 21.8 Valid Immediate GOOD
• Smoothing: Window [1,080.06, 1,082.37, 1,084.42] -> Median: 1,082.37
• Monotonic Logic: Rejected small rise of 10.8L. Future plummeted back to baseline inside window (3.5d). Clamped to 1,071.6
• Usage Rate: 21.8 L/d (drain-slow, band 40.2L over 13.8d, 99 pts)
07/03/2026 02:24:40 1,084.42 1,071.62 21.7 Valid Immediate FAIR
• Smoothing: Window [1,082.37, 1,084.42, 1,086.72] -> Median: 1,084.42
• Monotonic Logic: Rejected small rise of 12.8L. Future plummeted back to baseline inside window (2.4d). Clamped to 1,071.6
• Usage Rate: 21.7 L/d (drain-slow, band 40.4L over 13.9d, 100 pts)
07/03/2026 05:24:48 1,086.72 1,071.62 21.7 Valid Immediate FAIR
• Smoothing: Window [1,084.42, 1,086.72, 1,080.06] -> Median: 1,084.42
• Monotonic Logic: Rejected small rise of 12.8L. Future plummeted back to baseline inside window (2.3d). Clamped to 1,071.6
• Usage Rate: 21.7 L/d (drain-slow, band 40.5L over 13.9d, 100 pts)
07/03/2026 08:24:57 1,080.06 1,071.62 21.8 Valid Immediate GOOD
• Smoothing: Window [1,086.72, 1,080.06, 1,082.37] -> Median: 1,082.37
• Monotonic Logic: Rejected small rise of 10.8L. Future plummeted back to baseline inside window (3.1d). Clamped to 1,071.6
• Usage Rate: 21.8 L/d (drain-slow, band 40.4L over 13.9d, 100 pts)
07/03/2026 11:25:06 1,082.37 1,071.62 21.8 Valid Immediate GOOD
• Smoothing: Window [1,080.06, 1,082.37, 1,082.37] -> Median: 1,082.37
• Monotonic Logic: Rejected small rise of 10.8L. Future plummeted back to baseline inside window (3.0d). Clamped to 1,071.6
• Usage Rate: 21.8 L/d (drain-slow, band 40.4L over 13.9d, 100 pts)
07/03/2026 14:25:14 1,082.37 1,071.62 22.5 Valid Immediate GOOD
• Smoothing: Window [1,082.37, 1,082.37, 1,082.37] -> Median: 1,082.37
• Monotonic Logic: Rejected small rise of 10.8L. Future plummeted back to baseline inside window (2.9d). Clamped to 1,071.6
• Usage Rate: 22.5 L/d (drain-slow, band 40.6L over 13.9d, 100 pts)
07/03/2026 17:25:22 1,082.37 1,071.62 23.1 Valid Immediate GOOD
• Smoothing: Window [1,082.37, 1,082.37, 1,080.06] -> Median: 1,082.37
• Monotonic Logic: Rejected small rise of 10.8L. Future plummeted back to baseline inside window (2.8d). Clamped to 1,071.6
• Usage Rate: 23.1 L/d (drain-slow, band 40.8L over 13.9d, 100 pts)
07/03/2026 20:25:31 1,080.06 1,071.62 22.3 Valid Immediate GOOD
• Smoothing: Window [1,082.37, 1,080.06, 1,082.37] -> Median: 1,082.37
• Monotonic Logic: Rejected small rise of 10.8L. Future plummeted back to baseline inside window (2.6d). Clamped to 1,071.6
• Usage Rate: 22.3 L/d (drain-slow, band 41.5L over 13.9d, 100 pts)
07/03/2026 23:25:38 1,082.37 1,071.62 21.1 Valid Immediate GOOD
• Smoothing: Window [1,080.06, 1,082.37, 1,082.37] -> Median: 1,082.37
• Monotonic Logic: Rejected small rise of 10.8L. Future plummeted back to baseline inside window (2.5d). Clamped to 1,071.6
• Usage Rate: 21.1 L/d (drain-slow, band 42.5L over 13.8d, 100 pts)
08/03/2026 02:25:46 1,082.37 1,071.62 20.9 Valid Immediate GOOD
• Smoothing: Window [1,082.37, 1,082.37, 1,080.06] -> Median: 1,082.37
• Monotonic Logic: Rejected small rise of 10.8L. Future plummeted back to baseline inside window (2.4d). Clamped to 1,071.6
• Usage Rate: 20.9 L/d (drain-slow, band 42.8L over 13.9d, 101 pts)
08/03/2026 05:25:55 1,080.06 1,071.62 20.2 Valid Immediate GOOD
• Smoothing: Window [1,082.37, 1,080.06, 1,080.06] -> Median: 1,080.06
• Monotonic Logic: Rejected small rise of 8.4L. Future plummeted back to baseline inside window (2.3d). Clamped to 1,071.6
• Usage Rate: 20.2 L/d (drain-slow, band 41.8L over 13.9d, 101 pts)
08/03/2026 08:26:03 1,080.06 1,071.62 20.1 Valid Immediate GOOD
• Smoothing: Window [1,080.06, 1,080.06, 1,082.37] -> Median: 1,080.06
• Monotonic Logic: Rejected small rise of 8.4L. Future plummeted back to baseline inside window (2.1d). Clamped to 1,071.6
• Usage Rate: 20.1 L/d (drain-slow, band 39.7L over 13.9d, 101 pts)
08/03/2026 11:26:15 1,082.37 1,071.62 20.0 Valid Immediate GOOD
• Smoothing: Window [1,080.06, 1,082.37, 1,080.06] -> Median: 1,080.06
• Monotonic Logic: Rejected small rise of 8.4L. Future plummeted back to baseline inside window (2.0d). Clamped to 1,071.6
• Usage Rate: 20.0 L/d (drain-slow, band 39.2L over 13.9d, 101 pts)
08/03/2026 14:26:26 1,080.06 1,071.62 19.9 Valid Immediate GOOD
• Smoothing: Window [1,082.37, 1,080.06, 1,084.42] -> Median: 1,082.37
• Monotonic Logic: Rejected small rise of 10.8L. Future plummeted back to baseline inside window (1.9d). Clamped to 1,071.6
• Usage Rate: 19.9 L/d (drain-slow, band 38.6L over 13.9d, 101 pts)
08/03/2026 17:26:35 1,084.42 1,071.62 19.9 Valid Immediate FAIR
• Smoothing: Window [1,080.06, 1,084.42, 1,086.72] -> Median: 1,084.42
• Monotonic Logic: Rejected small rise of 12.8L. Future plummeted back to baseline inside window (0.8d). Clamped to 1,071.6
• Usage Rate: 19.9 L/d (drain-slow, band 38.6L over 13.9d, 101 pts)
08/03/2026 20:26:47 1,086.72 1,071.62 18.6 Valid Immediate FAIR
• Smoothing: Window [1,084.42, 1,086.72, 1,084.42] -> Median: 1,084.42
• Monotonic Logic: Rejected small rise of 12.8L. Future plummeted back to baseline inside window (0.6d). Clamped to 1,071.6
• Usage Rate: 18.6 L/d (drain-slow, band 38.9L over 13.9d, 101 pts)
08/03/2026 23:26:56 1,084.42 1,071.62 17.2 Valid Immediate FAIR
• Smoothing: Window [1,086.72, 1,084.42, 1,086.72] -> Median: 1,086.72
• Monotonic Logic: Rejected small rise of 15.1L. Future plummeted back to baseline inside window (0.5d). Clamped to 1,071.6
• Usage Rate: 17.2 L/d (drain-slow, band 40.4L over 13.8d, 101 pts)
09/03/2026 02:27:05 1,086.72 1,071.62 17.0 Valid Immediate FAIR
• Smoothing: Window [1,084.42, 1,086.72, 1,082.37] -> Median: 1,084.42
• Monotonic Logic: Rejected small rise of 12.8L. Future plummeted back to baseline inside window (0.4d). Clamped to 1,071.6
• Usage Rate: 17.0 L/d (drain-slow, band 40.8L over 13.9d, 102 pts)
09/03/2026 05:27:12 1,082.37 1,071.62 16.7 Valid Immediate GOOD
• Smoothing: Window [1,086.72, 1,082.37, 1,074.43] -> Median: 1,082.37
• Monotonic Logic: Rejected small rise of 10.8L. Future plummeted back to baseline inside window (1.3d). Clamped to 1,071.6
• Usage Rate: 16.7 L/d (drain-slow, band 42.1L over 13.9d, 102 pts)
09/03/2026 08:27:21 1,074.43 1,071.62 16.7 Valid Immediate GOOD
• Smoothing: Window [1,082.37, 1,074.43, 1,043.97] -> Median: 1,074.43
• Monotonic Logic: Rejected small rise of 2.8L. Future plummeted back to baseline inside window (1.1d). Clamped to 1,071.6
• Usage Rate: 16.7 L/d (drain-slow, band 40.3L over 13.9d, 102 pts)
09/03/2026 11:27:29 1,043.97 1,057.79 16.7 Valid Immediate FAIR
• Smoothing: Window [1,074.43, 1,043.97, 1,057.79] -> Median: 1,057.79
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 16.7 L/d (drain-slow, band 37.0L over 13.9d, 102 pts)
09/03/2026 14:27:37 1,057.79 1,057.79 16.7 Valid Immediate GOOD
• Smoothing: Window [1,043.97, 1,057.79, 1,057.79] -> Median: 1,057.79
• Stability Filter: No change in volume.
• Usage Rate: 16.7 L/d (drain-slow, band 33.9L over 13.9d, 102 pts)
09/03/2026 17:27:46 1,057.79 1,057.79 16.7 Valid Immediate GOOD
• Smoothing: Window [1,057.79, 1,057.79, 1,052.42] -> Median: 1,057.79
• Stability Filter: No change in volume.
• Usage Rate: 16.7 L/d (drain-slow, band 32.8L over 13.9d, 102 pts)
09/03/2026 20:27:55 1,052.42 1,057.79 15.6 Valid Immediate GOOD
• Smoothing: Window [1,057.79, 1,052.42, 1,066.24] -> Median: 1,057.79
• Stability Filter: No change in volume.
• Usage Rate: 15.6 L/d (drain-slow, band 32.5L over 13.9d, 102 pts)
09/03/2026 23:28:07 1,066.24 1,057.79 14.5 Valid Immediate GOOD
• Smoothing: Window [1,052.42, 1,066.24, 1,060.61] -> Median: 1,060.61
• Monotonic Logic: Rejected small rise of 2.8L. Future plummeted back to baseline inside window (0.5d). Clamped to 1,057.8
• Usage Rate: 14.5 L/d (drain-slow, band 32.5L over 13.8d, 102 pts)
10/03/2026 05:28:24 1,060.61 1,057.79 14.6 Valid Immediate GOOD
• Smoothing: Window [1,066.24, 1,060.61, 1,057.79] -> Median: 1,060.61
• Monotonic Logic: Rejected small rise of 2.8L. Future plummeted back to baseline inside window (0.3d). Clamped to 1,057.8
• Usage Rate: 14.6 L/d (drain-slow, band 31.7L over 13.9d, 102 pts)
10/03/2026 08:28:33 1,057.79 1,057.79 14.5 Valid Immediate GOOD
• Smoothing: Window [1,060.61, 1,057.79, 1,013.50] -> Median: 1,057.79
• Stability Filter: No change in volume.
• Usage Rate: 14.5 L/d (drain-slow, band 30.8L over 13.9d, 102 pts)
10/03/2026 11:28:42 1,013.50 1,021.95 14.2 Valid Immediate GOOD
• Smoothing: Window [1,057.79, 1,013.50, 1,021.95] -> Median: 1,021.95
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 14.2 L/d (drain-slow, band 31.7L over 13.9d, 102 pts)
10/03/2026 14:28:50 1,021.95 1,021.95 14.3 Valid Immediate GOOD
• Smoothing: Window [1,013.50, 1,021.95, 1,027.33] -> Median: 1,021.95
• Stability Filter: No change in volume.
• Usage Rate: 14.3 L/d (drain-slow, band 33.4L over 13.9d, 102 pts)
10/03/2026 17:29:03 1,027.33 1,021.95 14.9 Valid Immediate GOOD
• Smoothing: Window [1,021.95, 1,027.33, 1,027.33] -> Median: 1,027.33
• Monotonic Logic: Rejected small rise of 5.4L. Future plummeted back to baseline inside window (0.8d). Clamped to 1,022.0
• Usage Rate: 14.9 L/d (drain-slow, band 33.4L over 13.9d, 102 pts)
10/03/2026 20:29:11 1,027.33 1,021.95 15.0 Valid Immediate GOOD
• Smoothing: Window [1,027.33, 1,027.33, 1,024.51] -> Median: 1,027.33
• Monotonic Logic: Rejected small rise of 5.4L. Future plummeted back to baseline inside window (0.6d). Clamped to 1,022.0
• Usage Rate: 15.0 L/d (drain-slow, band 33.5L over 13.9d, 102 pts)
10/03/2026 23:29:19 1,024.51 1,021.95 14.7 Valid Immediate GOOD
• Smoothing: Window [1,027.33, 1,024.51, 1,027.33] -> Median: 1,027.33
• Monotonic Logic: Rejected small rise of 5.4L. Future plummeted back to baseline inside window (0.5d). Clamped to 1,022.0
• Usage Rate: 14.7 L/d (drain-slow, band 32.8L over 13.8d, 102 pts)
11/03/2026 02:29:28 1,027.33 1,021.95 14.6 Valid Immediate GOOD
• Smoothing: Window [1,024.51, 1,027.33, 1,024.51] -> Median: 1,024.51
• Monotonic Logic: Rejected small rise of 2.6L. Future plummeted back to baseline inside window (0.4d). Clamped to 1,022.0
• Usage Rate: 14.6 L/d (drain-slow, band 32.8L over 13.9d, 103 pts)
11/03/2026 05:29:37 1,024.51 1,021.95 14.6 Valid Immediate GOOD
• Smoothing: Window [1,027.33, 1,024.51, 1,013.50] -> Median: 1,024.51
• Monotonic Logic: Rejected small rise of 2.6L. Future plummeted back to baseline inside window (0.3d). Clamped to 1,022.0
• Usage Rate: 14.6 L/d (drain-slow, band 31.7L over 13.9d, 103 pts)
11/03/2026 08:29:50 1,013.50 1,013.50 14.4 Valid Immediate GOOD
• Smoothing: Window [1,024.51, 1,013.50, 985.86] -> Median: 1,013.50
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 14.4 L/d (drain-slow, band 31.0L over 13.8d, 103 pts)
11/03/2026 11:30:05 985.86 994.05 14.6 Valid Immediate GOOD
• Smoothing: Window [1,013.50, 985.86, 994.05] -> Median: 994.05
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 14.6 L/d (drain-slow, band 31.6L over 13.9d, 104 pts)
11/03/2026 14:30:16 994.05 994.05 15.3 Valid Immediate GOOD
• Smoothing: Window [985.86, 994.05, 999.68] -> Median: 994.05
• Stability Filter: No change in volume.
• Usage Rate: 15.3 L/d (drain-slow, band 33.0L over 13.9d, 104 pts)
11/03/2026 17:30:26 999.68 994.05 16.6 Valid Immediate GOOD
• Smoothing: Window [994.05, 999.68, 991.49] -> Median: 994.05
• Stability Filter: No change in volume.
• Usage Rate: 16.6 L/d (drain-slow, band 34.3L over 13.9d, 104 pts)
11/03/2026 20:30:38 991.49 991.49 16.6 Valid Immediate GOOD
• Smoothing: Window [999.68, 991.49, 991.49] -> Median: 991.49
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 16.6 L/d (drain-slow, band 34.9L over 13.9d, 104 pts)
11/03/2026 23:30:46 991.49 991.49 16.4 Valid Immediate GOOD
• Smoothing: Window [991.49, 991.49, 996.86] -> Median: 991.49
• Stability Filter: No change in volume.
• Usage Rate: 16.4 L/d (drain-slow, band 36.1L over 13.9d, 104 pts)
12/03/2026 02:30:54 996.86 991.49 15.5 Valid Immediate GOOD
• Smoothing: Window [991.49, 996.86, 991.49] -> Median: 991.49
• Stability Filter: No change in volume.
• Usage Rate: 15.5 L/d (drain-slow, band 36.5L over 13.9d, 104 pts)
12/03/2026 05:31:03 991.49 991.49 15.5 Valid Immediate GOOD
• Smoothing: Window [996.86, 991.49, 963.58] -> Median: 991.49
• Stability Filter: No change in volume.
• Usage Rate: 15.5 L/d (drain-slow, band 36.4L over 13.9d, 104 pts)
12/03/2026 11:31:26 963.58 972.03 15.7 Valid Immediate GOOD
• Smoothing: Window [991.49, 963.58, 972.03] -> Median: 972.03
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 15.7 L/d (drain-slow, band 37.5L over 13.9d, 103 pts)
12/03/2026 14:31:38 972.03 972.03 16.6 Valid Immediate GOOD
• Smoothing: Window [963.58, 972.03, 966.40] -> Median: 966.40
• Stability Filter: Median artifact detected. Rescued Raw Value (972.0L).
• Usage Rate: 16.6 L/d (drain-slow, band 38.1L over 13.9d, 103 pts)
12/03/2026 17:31:47 966.40 972.03 16.4 Valid Immediate GOOD
• Smoothing: Window [972.03, 966.40, 966.40] -> Median: 966.40
• Stability Filter: Clamped minor wobble drop of 5.6L back to stable level. Future rebound returned near baseline in 0.4d after a short wobble.
• Usage Rate: 16.4 L/d (drain-slow, band 38.1L over 13.9d, 103 pts)
12/03/2026 20:32:00 966.40 972.03 17.6 Valid Immediate GOOD
• Smoothing: Window [966.40, 966.40, 963.58] -> Median: 966.40
• Stability Filter: Clamped minor wobble drop of 5.6L back to stable level. Future rebound returned near baseline in 0.3d after a short wobble.
• Usage Rate: 17.6 L/d (drain-slow, band 37.9L over 13.9d, 103 pts)
12/03/2026 23:32:09 963.58 972.03 17.9 Valid Immediate GOOD
• Smoothing: Window [966.40, 963.58, 969.22] -> Median: 966.40
• Stability Filter: Clamped minor wobble drop of 5.6L back to stable level. Future rebound returned near baseline in 0.1d after a short wobble.
• Usage Rate: 17.9 L/d (drain-slow, band 36.3L over 13.9d, 103 pts)
13/03/2026 02:32:21 969.22 969.22 18.2 Valid Immediate GOOD
• Smoothing: Window [963.58, 969.22, 969.22] -> Median: 969.22
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 18.2 L/d (drain-slow, band 36.3L over 13.9d, 103 pts)
13/03/2026 02:32:32 969.22 969.22 18.2 Valid Immediate GOOD
• Smoothing: Window [969.22, 969.22, 969.22] -> Median: 969.22
• Stability Filter: No change in volume.
• Usage Rate: 18.2 L/d (drain-slow, band 35.8L over 13.9d, 104 pts)
13/03/2026 05:32:50 969.22 969.22 18.2 Valid Immediate GOOD
• Smoothing: Window [969.22, 969.22, 969.22] -> Median: 969.22
• Stability Filter: No change in volume.
• Usage Rate: 18.2 L/d (drain-slow, band 36.3L over 13.9d, 104 pts)
13/03/2026 05:33:01 969.22 969.22 18.0 Valid Immediate GOOD
• Smoothing: Window [969.22, 969.22, 941.57] -> Median: 969.22
• Stability Filter: No change in volume.
• Usage Rate: 18.0 L/d (drain-slow, band 35.8L over 13.9d, 105 pts)
13/03/2026 11:33:47 941.57 941.57 18.5 Valid Immediate GOOD
• Smoothing: Window [969.22, 941.57, 941.57] -> Median: 941.57
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 18.5 L/d (drain-slow, band 38.0L over 13.9d, 105 pts)
13/03/2026 14:33:56 941.57 941.57 19.7 Valid Immediate GOOD
• Smoothing: Window [941.57, 941.57, 938.75] -> Median: 941.57
• Stability Filter: No change in volume.
• Usage Rate: 19.7 L/d (drain-slow, band 38.9L over 13.9d, 105 pts)
13/03/2026 17:34:05 938.75 941.57 19.8 Valid Immediate GOOD
• Smoothing: Window [941.57, 938.75, 941.57] -> Median: 941.57
• Stability Filter: No change in volume.
• Usage Rate: 19.8 L/d (drain-slow, band 39.3L over 13.9d, 105 pts)
13/03/2026 20:34:13 941.57 941.57 19.8 Valid Immediate GOOD
• Smoothing: Window [938.75, 941.57, 935.94] -> Median: 938.75
• Stability Filter: Median artifact detected. Rescued Raw Value (941.6L).
• Usage Rate: 19.8 L/d (drain-slow, band 39.0L over 13.9d, 105 pts)
13/03/2026 23:34:21 935.94 941.57 19.8 Valid Immediate GOOD
• Smoothing: Window [941.57, 935.94, 941.57] -> Median: 941.57
• Stability Filter: No change in volume.
• Usage Rate: 19.8 L/d (drain-slow, band 40.3L over 13.8d, 105 pts)
14/03/2026 02:34:30 941.57 941.57 19.5 Valid Immediate GOOD
• Smoothing: Window [935.94, 941.57, 941.57] -> Median: 941.57
• Stability Filter: No change in volume.
• Usage Rate: 19.5 L/d (drain-slow, band 39.7L over 13.9d, 106 pts)
14/03/2026 05:34:38 941.57 941.57 19.6 Valid Immediate GOOD
• Smoothing: Window [941.57, 941.57, 938.75] -> Median: 941.57
• Stability Filter: No change in volume.
• Usage Rate: 19.6 L/d (drain-slow, band 39.5L over 13.9d, 106 pts)
14/03/2026 08:34:46 938.75 941.57 19.8 Valid Immediate GOOD
• Smoothing: Window [941.57, 938.75, 927.74] -> Median: 938.75
• Stability Filter: Clamped minor wobble drop of 2.8L back to stable level. Future rebound returned near baseline in 0.9d after a short wobble.
• Usage Rate: 19.8 L/d (drain-slow, band 38.4L over 13.9d, 106 pts)
14/03/2026 11:34:54 927.74 941.57 20.1 Valid Immediate FAIR
• Smoothing: Window [938.75, 927.74, 935.94] -> Median: 935.94
• Stability Filter: Clamped minor wobble drop of 5.6L back to stable level. Future rebound returned near baseline in 0.8d after a short wobble.
• Usage Rate: 20.1 L/d (drain-slow, band 37.9L over 13.9d, 106 pts)
14/03/2026 14:35:03 935.94 935.94 20.5 Valid Immediate GOOD
• Smoothing: Window [927.74, 935.94, 933.12] -> Median: 933.12
• Stability Filter: Median artifact detected. Rescued Raw Value (935.9L).
• Usage Rate: 20.5 L/d (drain-slow, band 38.1L over 13.9d, 106 pts)
14/03/2026 17:35:13 933.12 935.94 22.1 Valid Immediate GOOD
• Smoothing: Window [935.94, 933.12, 935.94] -> Median: 935.94
• Stability Filter: No change in volume.
• Usage Rate: 22.1 L/d (drain-slow, band 37.8L over 13.9d, 106 pts)
14/03/2026 20:35:25 935.94 935.94 20.9 Valid Immediate GOOD
• Smoothing: Window [933.12, 935.94, 933.12] -> Median: 933.12
• Stability Filter: Median artifact detected. Rescued Raw Value (935.9L).
• Usage Rate: 20.9 L/d (drain-slow, band 37.6L over 13.9d, 106 pts)
14/03/2026 23:35:34 933.12 935.94 20.9 Valid Immediate GOOD
• Smoothing: Window [935.94, 933.12, 944.38] -> Median: 935.94
• Stability Filter: No change in volume.
• Usage Rate: 20.9 L/d (drain-slow, band 36.8L over 13.8d, 106 pts)
15/03/2026 02:35:49 944.38 935.94 20.6 Valid Immediate GOOD
• Smoothing: Window [933.12, 944.38, 938.75] -> Median: 938.75
• Monotonic Logic: Rejected small rise of 2.8L. Future plummeted back to baseline inside window (2.3d). Clamped to 935.9
• Usage Rate: 20.6 L/d (drain-slow, band 37.3L over 13.9d, 107 pts)
15/03/2026 05:36:00 938.75 935.94 20.4 Valid Immediate GOOD
• Smoothing: Window [944.38, 938.75, 941.57] -> Median: 941.57
• Monotonic Logic: Rejected small rise of 5.6L. Future plummeted back to baseline inside window (2.1d). Clamped to 935.9
• Usage Rate: 20.4 L/d (drain-slow, band 37.4L over 13.9d, 107 pts)
15/03/2026 08:36:09 941.57 935.94 20.2 Valid Immediate GOOD
• Smoothing: Window [938.75, 941.57, 933.12] -> Median: 938.75
• Monotonic Logic: Rejected small rise of 2.8L. Future plummeted back to baseline inside window (2.0d). Clamped to 935.9
• Usage Rate: 20.2 L/d (drain-slow, band 36.8L over 13.9d, 107 pts)
15/03/2026 11:36:22 933.12 935.94 20.2 Valid Immediate GOOD
• Smoothing: Window [941.57, 933.12, 935.94] -> Median: 935.94
• Stability Filter: No change in volume.
• Usage Rate: 20.2 L/d (drain-slow, band 36.7L over 13.9d, 107 pts)
15/03/2026 14:36:30 935.94 935.94 20.3 Valid Immediate GOOD
• Smoothing: Window [933.12, 935.94, 941.57] -> Median: 935.94
• Stability Filter: No change in volume.
• Usage Rate: 20.3 L/d (drain-slow, band 37.4L over 13.9d, 107 pts)
15/03/2026 17:36:38 941.57 935.94 20.3 Valid Immediate GOOD
• Smoothing: Window [935.94, 941.57, 941.57] -> Median: 941.57
• Monotonic Logic: Rejected small rise of 5.6L. Future plummeted back to baseline inside window (1.6d). Clamped to 935.9
• Usage Rate: 20.3 L/d (drain-slow, band 38.0L over 13.9d, 107 pts)
15/03/2026 20:36:46 941.57 935.94 20.1 Valid Immediate GOOD
• Smoothing: Window [941.57, 941.57, 941.57] -> Median: 941.57
• Monotonic Logic: Rejected small rise of 5.6L. Future plummeted back to baseline inside window (1.5d). Clamped to 935.9
• Usage Rate: 20.1 L/d (drain-slow, band 38.1L over 13.9d, 107 pts)
15/03/2026 23:36:54 941.57 935.94 18.5 Valid Immediate GOOD
• Smoothing: Window [941.57, 941.57, 941.57] -> Median: 941.57
• Monotonic Logic: Rejected small rise of 5.6L. Future plummeted back to baseline inside window (1.4d). Clamped to 935.9
• Usage Rate: 18.5 L/d (drain-slow, band 38.6L over 13.8d, 107 pts)
16/03/2026 02:37:03 941.57 935.94 18.4 Valid Immediate GOOD
• Smoothing: Window [941.57, 941.57, 941.57] -> Median: 941.57
• Monotonic Logic: Rejected small rise of 5.6L. Future plummeted back to baseline inside window (1.3d). Clamped to 935.9
• Usage Rate: 18.4 L/d (drain-slow, band 39.3L over 13.9d, 108 pts)
16/03/2026 05:37:12 941.57 935.94 18.3 Valid Immediate GOOD
• Smoothing: Window [941.57, 941.57, 938.75] -> Median: 941.57
• Monotonic Logic: Rejected small rise of 5.6L. Future plummeted back to baseline inside window (1.1d). Clamped to 935.9
• Usage Rate: 18.3 L/d (drain-slow, band 39.8L over 13.9d, 108 pts)
16/03/2026 08:37:25 938.75 935.94 18.3 Valid Immediate GOOD
• Smoothing: Window [941.57, 938.75, 922.11] -> Median: 938.75
• Monotonic Logic: Rejected small rise of 2.8L. Future plummeted back to baseline inside window (1.0d). Clamped to 935.9
• Usage Rate: 18.3 L/d (drain-slow, band 39.3L over 13.9d, 108 pts)
16/03/2026 11:37:33 922.11 922.11 18.2 Valid Immediate GOOD
• Smoothing: Window [938.75, 922.11, 916.74] -> Median: 922.11
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 18.2 L/d (drain-slow, band 38.4L over 13.9d, 108 pts)
16/03/2026 14:37:41 916.74 916.74 18.1 Valid Immediate GOOD
• Smoothing: Window [922.11, 916.74, 916.74] -> Median: 916.74
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 18.1 L/d (drain-slow, band 41.3L over 13.9d, 108 pts)
16/03/2026 17:37:49 916.74 916.74 17.9 Valid Immediate GOOD
• Smoothing: Window [916.74, 916.74, 919.30] -> Median: 916.74
• Stability Filter: No change in volume.
• Usage Rate: 17.9 L/d (drain-slow, band 38.8L over 13.9d, 108 pts)
16/03/2026 20:37:58 919.30 916.74 17.4 Valid Immediate GOOD
• Smoothing: Window [916.74, 919.30, 916.74] -> Median: 916.74
• Stability Filter: No change in volume.
• Usage Rate: 17.4 L/d (drain-slow, band 38.3L over 13.9d, 108 pts)
16/03/2026 23:38:07 916.74 916.74 17.2 Valid Immediate GOOD
• Smoothing: Window [919.30, 916.74, 922.11] -> Median: 919.30
• Monotonic Logic: Rejected small rise of 2.6L. Future plummeted back to baseline inside window (0.6d). Clamped to 916.7
• Usage Rate: 17.2 L/d (drain-slow, band 38.3L over 13.9d, 108 pts)
17/03/2026 02:38:15 922.11 916.74 17.2 Valid Immediate GOOD
• Smoothing: Window [916.74, 922.11, 916.74] -> Median: 916.74
• Stability Filter: No change in volume.
• Usage Rate: 17.2 L/d (drain-slow, band 38.2L over 13.9d, 108 pts)
17/03/2026 05:38:23 916.74 916.74 17.2 Valid Immediate GOOD
• Smoothing: Window [922.11, 916.74, 905.47] -> Median: 916.74
• Stability Filter: No change in volume.
• Usage Rate: 17.2 L/d (drain-slow, band 38.6L over 13.9d, 108 pts)
17/03/2026 08:38:32 905.47 905.47 17.2 Valid Immediate GOOD
• Smoothing: Window [916.74, 905.47, 900.10] -> Median: 905.47
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 17.2 L/d (drain-slow, band 38.5L over 13.9d, 108 pts)
17/03/2026 11:38:45 900.10 900.10 17.2 Valid Immediate GOOD
• Smoothing: Window [905.47, 900.10, 892.42] -> Median: 900.10
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 17.2 L/d (drain-slow, band 38.6L over 13.9d, 108 pts)
17/03/2026 14:38:53 892.42 892.42 17.3 Valid Immediate GOOD
• Smoothing: Window [900.10, 892.42, 892.42] -> Median: 892.42
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 17.3 L/d (drain-slow, band 38.6L over 13.9d, 108 pts)
17/03/2026 17:39:03 892.42 892.42 17.0 Valid Immediate GOOD
• Smoothing: Window [892.42, 892.42, 890.11] -> Median: 892.42
• Stability Filter: No change in volume.
• Usage Rate: 17.0 L/d (drain-slow, band 38.6L over 13.9d, 108 pts)
17/03/2026 20:39:15 890.11 892.42 16.8 Valid Immediate GOOD
• Smoothing: Window [892.42, 890.11, 890.11] -> Median: 890.11
• Stability Filter: Clamped minor wobble drop of 2.3L back to stable level. Future rebound returned near baseline in 0.3d after a short wobble.
• Usage Rate: 16.8 L/d (drain-slow, band 38.6L over 13.9d, 108 pts)
17/03/2026 23:39:23 890.11 892.42 16.8 Valid Immediate GOOD
• Smoothing: Window [890.11, 890.11, 892.42] -> Median: 890.11
• Stability Filter: Clamped minor wobble drop of 2.3L back to stable level. Future rebound returned near baseline in 0.1d after a short wobble.
• Usage Rate: 16.8 L/d (drain-slow, band 38.0L over 13.8d, 108 pts)
18/03/2026 02:39:32 892.42 892.42 16.9 Valid Immediate GOOD
• Smoothing: Window [890.11, 892.42, 897.54] -> Median: 892.42
• Stability Filter: No change in volume.
• Usage Rate: 16.9 L/d (drain-slow, band 38.4L over 13.9d, 109 pts)
18/03/2026 05:39:41 897.54 892.42 16.9 Valid Immediate GOOD
• Smoothing: Window [892.42, 897.54, 890.11] -> Median: 892.42
• Stability Filter: No change in volume.
• Usage Rate: 16.9 L/d (drain-slow, band 38.5L over 13.9d, 109 pts)
18/03/2026 08:39:50 890.11 890.11 16.8 Valid Immediate GOOD
• Smoothing: Window [897.54, 890.11, 859.90] -> Median: 890.11
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 16.8 L/d (drain-slow, band 38.3L over 13.9d, 109 pts)
18/03/2026 11:40:02 859.90 859.90 16.7 Valid Immediate GOOD
• Smoothing: Window [890.11, 859.90, 855.04] -> Median: 859.90
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 16.7 L/d (drain-slow, band 39.1L over 13.9d, 109 pts)
18/03/2026 14:40:10 855.04 859.90 17.1 Valid Immediate GOOD
• Smoothing: Window [859.90, 855.04, 855.04] -> Median: 855.04
• Stability Filter: Clamped minor wobble drop of 4.9L back to stable level. Future rebound returned near baseline in 0.3d after a short wobble.
• Usage Rate: 17.1 L/d (drain-slow, band 39.2L over 13.9d, 109 pts)
18/03/2026 17:40:19 855.04 859.90 17.2 Valid Immediate GOOD
• Smoothing: Window [855.04, 855.04, 867.58] -> Median: 855.04
• Stability Filter: Clamped minor wobble drop of 4.9L back to stable level. Future rebound returned near baseline in 0.1d after a short wobble.
• Usage Rate: 17.2 L/d (drain-slow, band 40.4L over 13.9d, 109 pts)
18/03/2026 20:40:28 867.58 859.90 17.0 Valid Immediate GOOD
• Smoothing: Window [855.04, 867.58, 865.02] -> Median: 865.02
• Monotonic Logic: Rejected small rise of 5.1L. Future plummeted back to baseline inside window (0.6d). Clamped to 859.9
• Usage Rate: 17.0 L/d (drain-slow, band 40.0L over 13.9d, 109 pts)
18/03/2026 23:40:41 865.02 859.90 17.1 Valid Immediate GOOD
• Smoothing: Window [867.58, 865.02, 859.90] -> Median: 865.02
• Monotonic Logic: Rejected small rise of 5.1L. Future plummeted back to baseline inside window (0.5d). Clamped to 859.9
• Usage Rate: 17.1 L/d (drain-slow, band 38.9L over 13.8d, 109 pts)
19/03/2026 02:40:48 859.90 859.90 17.2 Valid Immediate GOOD
• Smoothing: Window [865.02, 859.90, 857.60] -> Median: 859.90
• Stability Filter: No change in volume.
• Usage Rate: 17.2 L/d (drain-slow, band 38.4L over 13.9d, 110 pts)
19/03/2026 05:40:56 857.60 857.60 17.1 Valid Immediate GOOD
• Smoothing: Window [859.90, 857.60, 855.04] -> Median: 857.60
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 17.1 L/d (drain-slow, band 38.4L over 13.9d, 110 pts)
19/03/2026 08:41:04 855.04 855.04 17.2 Valid Immediate GOOD
• Smoothing: Window [857.60, 855.04, 832.51] -> Median: 855.04
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 17.2 L/d (drain-slow, band 39.4L over 13.9d, 110 pts)
19/03/2026 11:41:13 832.51 835.07 17.3 Valid Immediate GOOD
• Smoothing: Window [855.04, 832.51, 835.07] -> Median: 835.07
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 17.3 L/d (drain-slow, band 40.7L over 13.9d, 110 pts)
19/03/2026 14:41:22 835.07 835.07 17.3 Valid Immediate GOOD
• Smoothing: Window [832.51, 835.07, 835.07] -> Median: 835.07
• Stability Filter: No change in volume.
• Usage Rate: 17.3 L/d (drain-slow, band 40.7L over 13.9d, 110 pts)
19/03/2026 17:41:29 835.07 835.07 18.3 Valid Immediate GOOD
• Smoothing: Window [835.07, 835.07, 835.07] -> Median: 835.07
• Stability Filter: No change in volume.
• Usage Rate: 18.3 L/d (drain-slow, band 40.4L over 13.9d, 110 pts)
19/03/2026 20:41:38 835.07 835.07 19.4 Valid Immediate GOOD
• Smoothing: Window [835.07, 835.07, 835.07] -> Median: 835.07
• Stability Filter: No change in volume.
• Usage Rate: 19.4 L/d (drain-slow, band 42.5L over 13.9d, 110 pts)
19/03/2026 23:41:46 835.07 835.07 19.7 Valid Immediate GOOD
• Smoothing: Window [835.07, 835.07, 839.94] -> Median: 835.07
• Stability Filter: No change in volume.
• Usage Rate: 19.7 L/d (drain-slow, band 43.4L over 13.8d, 110 pts)
20/03/2026 02:41:55 839.94 835.07 19.8 Valid Immediate GOOD
• Smoothing: Window [835.07, 839.94, 837.38] -> Median: 837.38
• Monotonic Logic: Rejected small rise of 2.3L. Future plummeted back to baseline inside window (0.4d). Clamped to 835.1
• Usage Rate: 19.8 L/d (drain-slow, band 43.3L over 13.9d, 111 pts)
20/03/2026 05:42:02 837.38 835.07 19.9 Valid Immediate GOOD
• Smoothing: Window [839.94, 837.38, 827.39] -> Median: 837.38
• Monotonic Logic: Rejected small rise of 2.3L. Future plummeted back to baseline inside window (0.3d). Clamped to 835.1
• Usage Rate: 19.9 L/d (drain-slow, band 42.8L over 13.9d, 111 pts)
20/03/2026 08:42:13 827.39 827.39 20.1 Valid Immediate GOOD
• Smoothing: Window [837.38, 827.39, 802.56] -> Median: 827.39
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 20.1 L/d (drain-slow, band 43.3L over 13.9d, 111 pts)
20/03/2026 11:42:25 802.56 802.56 20.2 Valid Immediate GOOD
• Smoothing: Window [827.39, 802.56, 802.56] -> Median: 802.56
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 20.2 L/d (drain-slow, band 43.8L over 13.9d, 111 pts)
20/03/2026 14:42:35 802.56 802.56 20.2 Valid Immediate GOOD
• Smoothing: Window [802.56, 802.56, 807.42] -> Median: 802.56
• Stability Filter: No change in volume.
• Usage Rate: 20.2 L/d (drain-slow, band 43.4L over 13.9d, 111 pts)
20/03/2026 17:42:47 807.42 802.56 20.9 Valid Immediate GOOD
• Smoothing: Window [802.56, 807.42, 807.42] -> Median: 807.42
• Monotonic Logic: Rejected small rise of 4.9L. Future plummeted back to baseline inside window (3.8d). Clamped to 802.6
• Usage Rate: 20.9 L/d (drain-slow, band 41.2L over 13.9d, 111 pts)
20/03/2026 20:42:56 807.42 802.56 21.6 Valid Immediate GOOD
• Smoothing: Window [807.42, 807.42, 812.54] -> Median: 807.42
• Monotonic Logic: Rejected small rise of 4.9L. Future plummeted back to baseline inside window (3.6d). Clamped to 802.6
• Usage Rate: 21.6 L/d (drain-slow, band 41.7L over 13.9d, 111 pts)
20/03/2026 23:43:09 812.54 802.56 21.9 Valid Immediate FAIR
• Smoothing: Window [807.42, 812.54, 807.42] -> Median: 807.42
• Monotonic Logic: Rejected small rise of 4.9L. Future plummeted back to baseline inside window (3.5d). Clamped to 802.6
• Usage Rate: 21.9 L/d (drain-slow, band 40.4L over 13.9d, 111 pts)
21/03/2026 02:43:18 807.42 802.56 22.0 Valid Immediate GOOD
• Smoothing: Window [812.54, 807.42, 809.98] -> Median: 809.98
• Monotonic Logic: Rejected small rise of 7.4L. Future plummeted back to baseline inside window (3.4d). Clamped to 802.6
• Usage Rate: 22.0 L/d (drain-slow, band 40.3L over 13.9d, 111 pts)
21/03/2026 05:43:26 809.98 802.56 21.9 Valid Immediate GOOD
• Smoothing: Window [807.42, 809.98, 809.98] -> Median: 809.98
• Monotonic Logic: Rejected small rise of 7.4L. Future plummeted back to baseline inside window (3.3d). Clamped to 802.6
• Usage Rate: 21.9 L/d (drain-slow, band 40.4L over 13.9d, 111 pts)
21/03/2026 08:43:33 809.98 802.56 21.9 Valid Immediate GOOD
• Smoothing: Window [809.98, 809.98, 805.12] -> Median: 809.98
• Monotonic Logic: Rejected small rise of 7.4L. Future plummeted back to baseline inside window (3.1d). Clamped to 802.6
• Usage Rate: 21.9 L/d (drain-slow, band 41.6L over 13.9d, 111 pts)
21/03/2026 11:43:41 805.12 802.56 21.9 Valid Immediate GOOD
• Smoothing: Window [809.98, 805.12, 805.12] -> Median: 805.12
• Monotonic Logic: Rejected small rise of 2.6L. Future plummeted back to baseline inside window (3.0d). Clamped to 802.6
• Usage Rate: 21.9 L/d (drain-slow, band 41.7L over 13.9d, 111 pts)
21/03/2026 14:43:50 805.12 802.56 22.2 Valid Immediate GOOD
• Smoothing: Window [805.12, 805.12, 809.98] -> Median: 805.12
• Monotonic Logic: Rejected small rise of 2.6L. Future plummeted back to baseline inside window (2.9d). Clamped to 802.6
• Usage Rate: 22.2 L/d (drain-slow, band 41.3L over 13.9d, 111 pts)
21/03/2026 17:43:59 809.98 802.56 23.1 Valid Immediate GOOD
• Smoothing: Window [805.12, 809.98, 807.42] -> Median: 807.42
• Monotonic Logic: Rejected small rise of 4.9L. Future plummeted back to baseline inside window (2.8d). Clamped to 802.6
• Usage Rate: 23.1 L/d (drain-slow, band 41.7L over 13.9d, 111 pts)
21/03/2026 20:44:12 807.42 802.56 23.6 Valid Immediate GOOD
• Smoothing: Window [809.98, 807.42, 805.12] -> Median: 807.42
• Monotonic Logic: Rejected small rise of 4.9L. Future plummeted back to baseline inside window (2.6d). Clamped to 802.6
• Usage Rate: 23.6 L/d (drain-slow, band 41.7L over 13.9d, 111 pts)
21/03/2026 23:44:20 805.12 802.56 23.1 Valid Immediate GOOD
• Smoothing: Window [807.42, 805.12, 805.12] -> Median: 805.12
• Monotonic Logic: Rejected small rise of 2.6L. Future plummeted back to baseline inside window (2.5d). Clamped to 802.6
• Usage Rate: 23.1 L/d (drain-slow, band 40.9L over 13.9d, 111 pts)
21/03/2026 23:44:31 805.12 802.56 22.9 Valid Immediate GOOD
• Smoothing: Window [805.12, 805.12, 807.42] -> Median: 805.12
• Monotonic Logic: Rejected small rise of 2.6L. Future plummeted back to baseline inside window (2.5d). Clamped to 802.6
• Usage Rate: 22.9 L/d (drain-slow, band 41.1L over 13.9d, 112 pts)
22/03/2026 02:44:39 807.42 802.56 22.4 Valid Immediate GOOD
• Smoothing: Window [805.12, 807.42, 809.98] -> Median: 807.42
• Monotonic Logic: Rejected small rise of 4.9L. Future plummeted back to baseline inside window (2.4d). Clamped to 802.6
• Usage Rate: 22.4 L/d (drain-slow, band 40.3L over 13.9d, 112 pts)
22/03/2026 05:44:48 809.98 802.56 22.0 Valid Immediate GOOD
• Smoothing: Window [807.42, 809.98, 800.00] -> Median: 807.42
• Monotonic Logic: Rejected small rise of 4.9L. Future plummeted back to baseline inside window (2.3d). Clamped to 802.6
• Usage Rate: 22.0 L/d (drain-slow, band 41.4L over 13.9d, 112 pts)
22/03/2026 08:45:01 800.00 802.56 22.0 Valid Immediate GOOD
• Smoothing: Window [809.98, 800.00, 805.12] -> Median: 805.12
• Monotonic Logic: Rejected small rise of 2.6L. Future plummeted back to baseline inside window (2.1d). Clamped to 802.6
• Usage Rate: 22.0 L/d (drain-slow, band 40.5L over 13.9d, 112 pts)
22/03/2026 11:45:08 805.12 802.56 22.0 Valid Immediate GOOD
• Smoothing: Window [800.00, 805.12, 809.98] -> Median: 805.12
• Monotonic Logic: Rejected small rise of 2.6L. Future plummeted back to baseline inside window (2.0d). Clamped to 802.6
• Usage Rate: 22.0 L/d (drain-slow, band 40.2L over 13.9d, 112 pts)
22/03/2026 14:45:17 809.98 802.56 21.9 Valid Immediate GOOD
• Smoothing: Window [805.12, 809.98, 812.54] -> Median: 809.98
• Monotonic Logic: Rejected small rise of 7.4L. Future plummeted back to baseline inside window (1.9d). Clamped to 802.6
• Usage Rate: 21.9 L/d (drain-slow, band 40.6L over 13.9d, 112 pts)
22/03/2026 17:45:26 812.54 802.56 21.4 Valid Immediate FAIR
• Smoothing: Window [809.98, 812.54, 809.98] -> Median: 809.98
• Monotonic Logic: Rejected small rise of 7.4L. Future plummeted back to baseline inside window (1.8d). Clamped to 802.6
• Usage Rate: 21.4 L/d (drain-slow, band 40.5L over 13.9d, 112 pts)
22/03/2026 20:45:35 809.98 802.56 20.3 Valid Immediate GOOD
• Smoothing: Window [812.54, 809.98, 809.98] -> Median: 809.98
• Monotonic Logic: Rejected small rise of 7.4L. Future plummeted back to baseline inside window (1.6d). Clamped to 802.6
• Usage Rate: 20.3 L/d (drain-slow, band 42.1L over 13.9d, 112 pts)
22/03/2026 23:45:47 809.98 802.56 19.5 Valid Immediate GOOD
• Smoothing: Window [809.98, 809.98, 807.42] -> Median: 809.98
• Monotonic Logic: Rejected small rise of 7.4L. Future plummeted back to baseline inside window (1.5d). Clamped to 802.6
• Usage Rate: 19.5 L/d (drain-slow, band 43.1L over 13.9d, 112 pts)
23/03/2026 02:45:56 807.42 802.56 19.5 Valid Immediate GOOD
• Smoothing: Window [809.98, 807.42, 807.42] -> Median: 807.42
• Monotonic Logic: Rejected small rise of 4.9L. Future plummeted back to baseline inside window (1.4d). Clamped to 802.6
• Usage Rate: 19.5 L/d (drain-slow, band 42.8L over 13.9d, 112 pts)
23/03/2026 05:46:03 807.42 802.56 19.5 Valid Immediate GOOD
• Smoothing: Window [807.42, 807.42, 805.12] -> Median: 807.42
• Monotonic Logic: Rejected small rise of 4.9L. Future plummeted back to baseline inside window (1.3d). Clamped to 802.6
• Usage Rate: 19.5 L/d (drain-slow, band 43.1L over 13.9d, 112 pts)
23/03/2026 08:46:12 805.12 802.56 19.5 Valid Immediate GOOD
• Smoothing: Window [807.42, 805.12, 782.59] -> Median: 805.12
• Monotonic Logic: Rejected small rise of 2.6L. Future plummeted back to baseline inside window (1.1d). Clamped to 802.6
• Usage Rate: 19.5 L/d (drain-slow, band 40.6L over 13.9d, 112 pts)
23/03/2026 11:46:20 782.59 784.90 19.4 Valid Immediate GOOD
• Smoothing: Window [805.12, 782.59, 784.90] -> Median: 784.90
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 19.4 L/d (drain-slow, band 39.1L over 13.9d, 112 pts)
23/03/2026 14:46:29 784.90 784.90 18.9 Valid Immediate GOOD
• Smoothing: Window [782.59, 784.90, 790.02] -> Median: 784.90
• Stability Filter: No change in volume.
• Usage Rate: 18.9 L/d (drain-slow, band 40.5L over 13.9d, 112 pts)
23/03/2026 17:46:38 790.02 784.90 18.5 Valid Immediate GOOD
• Smoothing: Window [784.90, 790.02, 782.59] -> Median: 784.90
• Stability Filter: No change in volume.
• Usage Rate: 18.5 L/d (drain-slow, band 39.0L over 13.9d, 112 pts)
23/03/2026 20:46:51 782.59 784.90 18.0 Valid Immediate GOOD
• Smoothing: Window [790.02, 782.59, 787.46] -> Median: 787.46
• Monotonic Logic: Rejected small rise of 2.6L. Future plummeted back to baseline inside window (1.4d). Clamped to 784.9
• Usage Rate: 18.0 L/d (drain-slow, band 38.0L over 13.9d, 112 pts)
23/03/2026 23:46:59 787.46 784.90 17.3 Valid Immediate GOOD
• Smoothing: Window [782.59, 787.46, 784.90] -> Median: 784.90
• Stability Filter: No change in volume.
• Usage Rate: 17.3 L/d (drain-slow, band 37.1L over 13.8d, 112 pts)
24/03/2026 02:47:07 784.90 784.90 17.2 Valid Immediate GOOD
• Smoothing: Window [787.46, 784.90, 787.46] -> Median: 787.46
• Monotonic Logic: Rejected small rise of 2.6L. Future plummeted back to baseline inside window (1.1d). Clamped to 784.9
• Usage Rate: 17.2 L/d (drain-slow, band 38.0L over 13.9d, 113 pts)
24/03/2026 05:47:15 787.46 784.90 17.0 Valid Immediate GOOD
• Smoothing: Window [784.90, 787.46, 784.90] -> Median: 784.90
• Stability Filter: No change in volume.
• Usage Rate: 17.0 L/d (drain-slow, band 37.7L over 13.9d, 113 pts)
24/03/2026 08:47:24 784.90 784.90 16.7 Valid Immediate GOOD
• Smoothing: Window [787.46, 784.90, 764.93] -> Median: 784.90
• Stability Filter: No change in volume.
• Usage Rate: 16.7 L/d (drain-slow, band 37.1L over 13.9d, 113 pts)
24/03/2026 11:47:33 764.93 764.93 16.7 Valid Immediate GOOD
• Smoothing: Window [784.90, 764.93, 762.62] -> Median: 764.93
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 16.7 L/d (drain-slow, band 35.1L over 13.9d, 113 pts)
24/03/2026 14:47:41 762.62 764.93 16.7 Valid Immediate GOOD
• Smoothing: Window [764.93, 762.62, 767.49] -> Median: 764.93
• Stability Filter: No change in volume.
• Usage Rate: 16.7 L/d (drain-slow, band 36.6L over 13.9d, 113 pts)
24/03/2026 17:47:50 767.49 762.62 16.7 Valid Immediate GOOD
• Smoothing: Window [762.62, 767.49, 762.62] -> Median: 762.62
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 16.7 L/d (drain-slow, band 37.0L over 13.9d, 113 pts)
24/03/2026 20:48:02 762.62 762.62 16.5 Valid Immediate GOOD
• Smoothing: Window [767.49, 762.62, 762.62] -> Median: 762.62
• Stability Filter: No change in volume.
• Usage Rate: 16.5 L/d (drain-slow, band 35.5L over 13.9d, 113 pts)
24/03/2026 23:48:11 762.62 762.62 16.5 Valid Immediate GOOD
• Smoothing: Window [762.62, 762.62, 760.06] -> Median: 762.62
• Stability Filter: No change in volume.
• Usage Rate: 16.5 L/d (drain-slow, band 34.2L over 13.9d, 113 pts)
25/03/2026 02:48:20 760.06 762.62 16.5 Valid Immediate GOOD
• Smoothing: Window [762.62, 760.06, 767.49] -> Median: 762.62
• Stability Filter: No change in volume.
• Usage Rate: 16.5 L/d (drain-slow, band 33.9L over 13.9d, 113 pts)
25/03/2026 05:48:32 767.49 760.06 16.7 Valid Immediate GOOD
• Smoothing: Window [760.06, 767.49, 752.38] -> Median: 760.06
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 16.7 L/d (drain-slow, band 33.5L over 13.9d, 113 pts)
25/03/2026 08:48:41 752.38 752.38 16.7 Valid Immediate GOOD
• Smoothing: Window [767.49, 752.38, 724.99] -> Median: 752.38
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 16.7 L/d (drain-slow, band 31.7L over 13.9d, 113 pts)
25/03/2026 11:48:48 724.99 724.99 16.5 Valid Immediate GOOD
• Smoothing: Window [752.38, 724.99, 724.99] -> Median: 724.99
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 16.5 L/d (drain-slow, band 34.1L over 13.9d, 113 pts)
25/03/2026 14:48:56 724.99 724.99 16.5 Valid Immediate GOOD
• Smoothing: Window [724.99, 724.99, 730.11] -> Median: 724.99
• Stability Filter: No change in volume.
• Usage Rate: 16.5 L/d (drain-slow, band 34.8L over 13.9d, 113 pts)
25/03/2026 17:49:06 730.11 724.99 16.3 Valid Immediate GOOD
• Smoothing: Window [724.99, 730.11, 727.55] -> Median: 727.55
• Monotonic Logic: Rejected small rise of 2.6L. Future plummeted back to baseline inside window (0.8d). Clamped to 725.0
• Usage Rate: 16.3 L/d (drain-slow, band 34.7L over 13.9d, 113 pts)
25/03/2026 20:49:14 727.55 724.99 17.4 Valid Immediate GOOD
• Smoothing: Window [730.11, 727.55, 727.55] -> Median: 727.55
• Monotonic Logic: Rejected small rise of 2.6L. Future plummeted back to baseline inside window (0.6d). Clamped to 725.0
• Usage Rate: 17.4 L/d (drain-slow, band 35.1L over 13.9d, 113 pts)
25/03/2026 23:49:22 727.55 724.99 15.6 Valid Immediate GOOD
• Smoothing: Window [727.55, 727.55, 730.11] -> Median: 727.55
• Monotonic Logic: Rejected small rise of 2.6L. Future plummeted back to baseline inside window (0.5d). Clamped to 725.0
• Usage Rate: 15.6 L/d (drain-slow, band 35.1L over 13.9d, 113 pts)
26/03/2026 02:49:31 730.11 724.99 15.9 Valid Immediate GOOD
• Smoothing: Window [727.55, 730.11, 730.11] -> Median: 730.11
• Monotonic Logic: Rejected small rise of 5.1L. Future plummeted back to baseline inside window (0.4d). Clamped to 725.0
• Usage Rate: 15.9 L/d (drain-slow, band 34.7L over 13.9d, 113 pts)
26/03/2026 05:49:40 730.11 724.99 16.1 Valid Immediate GOOD
• Smoothing: Window [730.11, 730.11, 715.52] -> Median: 730.11
• Monotonic Logic: Rejected small rise of 5.1L. Future plummeted back to baseline inside window (0.3d). Clamped to 725.0
• Usage Rate: 16.1 L/d (drain-slow, band 34.7L over 13.8d, 113 pts)
26/03/2026 08:49:53 715.52 715.52 15.9 Valid Immediate GOOD
• Smoothing: Window [730.11, 715.52, 693.76] -> Median: 715.52
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 15.9 L/d (drain-slow, band 35.4L over 13.9d, 114 pts)
26/03/2026 11:50:06 693.76 698.62 15.9 Valid Immediate GOOD
• Smoothing: Window [715.52, 693.76, 698.62] -> Median: 698.62
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 15.9 L/d (drain-slow, band 36.5L over 13.9d, 114 pts)
26/03/2026 14:50:17 698.62 698.62 16.1 Valid Immediate GOOD
• Smoothing: Window [693.76, 698.62, 703.49] -> Median: 698.62
• Stability Filter: No change in volume.
• Usage Rate: 16.1 L/d (drain-slow, band 37.4L over 13.9d, 114 pts)
26/03/2026 17:50:27 703.49 698.62 16.8 Valid Immediate GOOD
• Smoothing: Window [698.62, 703.49, 696.32] -> Median: 698.62
• Stability Filter: No change in volume.
• Usage Rate: 16.8 L/d (drain-slow, band 38.1L over 13.9d, 114 pts)
26/03/2026 20:50:36 696.32 698.62 18.8 Valid Immediate GOOD
• Smoothing: Window [703.49, 696.32, 700.93] -> Median: 700.93
• Monotonic Logic: Rejected small rise of 2.3L. Future plummeted back to baseline inside window (0.6d). Clamped to 698.6
• Usage Rate: 18.8 L/d (drain-slow, band 39.6L over 13.9d, 114 pts)
26/03/2026 23:50:44 700.93 698.62 18.8 Valid Immediate GOOD
• Smoothing: Window [696.32, 700.93, 700.93] -> Median: 700.93
• Monotonic Logic: Rejected small rise of 2.3L. Future plummeted back to baseline inside window (0.5d). Clamped to 698.6
• Usage Rate: 18.8 L/d (drain-slow, band 40.0L over 13.9d, 114 pts)
27/03/2026 02:50:53 700.93 698.62 19.0 Valid Immediate GOOD
• Smoothing: Window [700.93, 700.93, 698.62] -> Median: 700.93
• Monotonic Logic: Rejected small rise of 2.3L. Future plummeted back to baseline inside window (0.4d). Clamped to 698.6
• Usage Rate: 19.0 L/d (drain-slow, band 40.6L over 13.9d, 113 pts)
27/03/2026 05:51:00 698.62 698.62 19.1 Valid Immediate GOOD
• Smoothing: Window [700.93, 698.62, 691.46] -> Median: 698.62
• Stability Filter: No change in volume.
• Usage Rate: 19.1 L/d (drain-slow, band 41.1L over 13.8d, 112 pts)
27/03/2026 08:51:09 691.46 691.46 19.2 Valid Immediate GOOD
• Smoothing: Window [698.62, 691.46, 667.39] -> Median: 691.46
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 19.2 L/d (drain-slow, band 40.7L over 13.9d, 113 pts)
27/03/2026 11:51:19 667.39 669.70 19.2 Valid Immediate GOOD
• Smoothing: Window [691.46, 667.39, 669.70] -> Median: 669.70
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 19.2 L/d (drain-slow, band 41.4L over 13.9d, 113 pts)
27/03/2026 14:51:31 669.70 669.70 19.2 Valid Immediate GOOD
• Smoothing: Window [667.39, 669.70, 674.56] -> Median: 669.70
• Stability Filter: No change in volume.
• Usage Rate: 19.2 L/d (drain-slow, band 40.8L over 13.9d, 113 pts)
27/03/2026 17:51:39 674.56 669.70 20.0 Valid Immediate GOOD
• Smoothing: Window [669.70, 674.56, 677.12] -> Median: 674.56
• Monotonic Logic: Rejected small rise of 4.9L. Future plummeted back to baseline inside window (2.8d). Clamped to 669.7
• Usage Rate: 20.0 L/d (drain-slow, band 40.3L over 13.9d, 113 pts)
27/03/2026 20:51:47 677.12 669.70 21.1 Valid Immediate FAIR
• Smoothing: Window [674.56, 677.12, 677.12] -> Median: 677.12
• Monotonic Logic: Rejected small rise of 7.4L. Future plummeted back to baseline inside window (2.1d). Clamped to 669.7
• Usage Rate: 21.1 L/d (drain-slow, band 38.9L over 13.9d, 113 pts)
27/03/2026 23:51:56 677.12 669.70 21.4 Valid Immediate FAIR
• Smoothing: Window [677.12, 677.12, 674.56] -> Median: 677.12
• Monotonic Logic: Rejected small rise of 7.4L. Future plummeted back to baseline inside window (2.0d). Clamped to 669.7
• Usage Rate: 21.4 L/d (drain-slow, band 38.5L over 13.9d, 113 pts)
28/03/2026 02:52:04 674.56 669.70 21.1 Valid Immediate GOOD
• Smoothing: Window [677.12, 674.56, 677.12] -> Median: 677.12
• Monotonic Logic: Rejected small rise of 7.4L. Future plummeted back to baseline inside window (1.9d). Clamped to 669.7
• Usage Rate: 21.1 L/d (drain-slow, band 39.3L over 13.9d, 113 pts)
28/03/2026 05:52:13 677.12 669.70 21.3 Valid Immediate FAIR
• Smoothing: Window [674.56, 677.12, 665.09] -> Median: 674.56
• Monotonic Logic: Rejected small rise of 4.9L. Future plummeted back to baseline inside window (2.3d). Clamped to 669.7
• Usage Rate: 21.3 L/d (drain-slow, band 38.8L over 13.9d, 113 pts)
28/03/2026 08:52:22 665.09 665.09 21.3 Valid Immediate GOOD
• Smoothing: Window [677.12, 665.09, 653.06] -> Median: 665.09
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 21.3 L/d (drain-slow, band 38.4L over 13.9d, 113 pts)
28/03/2026 11:52:35 653.06 653.06 21.5 FLATLINE Immediate GOOD
• Smoothing: Window [665.09, 653.06, 650.50] -> Median: 653.06
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 21.5 L/d (drain-slow, band 38.9L over 13.9d, 113 pts)
28/03/2026 14:52:42 650.50 653.06 21.5 FLATLINE Immediate GOOD
• Smoothing: Window [653.06, 650.50, 653.06] -> Median: 653.06
• Stability Filter: No change in volume.
• Usage Rate: 21.5 L/d (drain-slow, band 39.3L over 13.9d, 113 pts)
28/03/2026 17:52:51 653.06 653.06 21.7 FLATLINE Immediate GOOD
• Smoothing: Window [650.50, 653.06, 653.06] -> Median: 653.06
• Stability Filter: No change in volume.
• Usage Rate: 21.7 L/d (drain-slow, band 38.8L over 13.9d, 113 pts)
28/03/2026 20:53:00 653.06 653.06 23.0 FLATLINE Immediate GOOD
• Smoothing: Window [653.06, 653.06, 650.50] -> Median: 653.06
• Stability Filter: No change in volume.
• Usage Rate: 23.0 L/d (drain-slow, band 38.9L over 13.9d, 113 pts)
28/03/2026 23:53:07 650.50 653.06 22.0 FLATLINE Immediate GOOD
• Smoothing: Window [653.06, 650.50, 653.06] -> Median: 653.06
• Stability Filter: No change in volume.
• Usage Rate: 22.0 L/d (drain-slow, band 38.5L over 13.9d, 113 pts)
29/03/2026 02:53:16 653.06 653.06 22.0 FLATLINE Immediate GOOD
• Smoothing: Window [650.50, 653.06, 653.06] -> Median: 653.06
• Stability Filter: No change in volume.
• Usage Rate: 22.0 L/d (drain-slow, band 38.4L over 13.9d, 113 pts)
29/03/2026 05:53:24 653.06 653.06 22.0 FLATLINE Immediate GOOD
• Smoothing: Window [653.06, 653.06, 653.06] -> Median: 653.06
• Stability Filter: No change in volume.
• Usage Rate: 22.0 L/d (drain-slow, band 38.5L over 13.9d, 113 pts)
29/03/2026 08:53:32 653.06 653.06 21.7 FLATLINE Immediate GOOD
• Smoothing: Window [653.06, 653.06, 648.19] -> Median: 653.06
• Stability Filter: No change in volume.
• Usage Rate: 21.7 L/d (drain-slow, band 38.5L over 13.9d, 113 pts)
29/03/2026 11:53:41 648.19 653.06 22.2 FLATLINE Immediate GOOD
• Smoothing: Window [653.06, 648.19, 653.06] -> Median: 653.06
• Stability Filter: No change in volume.
• Usage Rate: 22.2 L/d (drain-slow, band 38.5L over 13.9d, 113 pts)
29/03/2026 14:53:50 653.06 653.06 22.4 FLATLINE Immediate GOOD
• Smoothing: Window [648.19, 653.06, 653.06] -> Median: 653.06
• Stability Filter: No change in volume.
• Usage Rate: 22.4 L/d (drain-slow, band 38.5L over 13.9d, 113 pts)
29/03/2026 17:53:58 653.06 653.06 22.6 FLATLINE Immediate GOOD
• Smoothing: Window [653.06, 653.06, 653.06] -> Median: 653.06
• Stability Filter: No change in volume.
• Usage Rate: 22.6 L/d (drain-slow, band 38.4L over 13.9d, 113 pts)
29/03/2026 20:54:11 653.06 653.06 22.7 FLATLINE Immediate GOOD
• Smoothing: Window [653.06, 653.06, 650.50] -> Median: 653.06
• Stability Filter: No change in volume.
• Usage Rate: 22.7 L/d (drain-slow, band 38.5L over 13.9d, 113 pts)
29/03/2026 23:54:20 650.50 653.06 22.2 FLATLINE Immediate GOOD
• Smoothing: Window [653.06, 650.50, 648.19] -> Median: 650.50
• Stability Filter: Clamped minor wobble drop of 2.6L back to stable level. Future rebound returned near baseline in 0.8d after a short wobble.
• Usage Rate: 22.2 L/d (drain-slow, band 38.3L over 13.9d, 113 pts)
30/03/2026 02:54:33 648.19 653.06 22.0 FLATLINE Immediate GOOD
• Smoothing: Window [650.50, 648.19, 653.06] -> Median: 650.50
• Stability Filter: Clamped minor wobble drop of 2.6L back to stable level. Future rebound returned near baseline in 0.6d after a short wobble.
• Usage Rate: 22.0 L/d (drain-slow, band 38.5L over 13.9d, 113 pts)
30/03/2026 05:54:42 653.06 653.06 21.5 FLATLINE Immediate GOOD
• Smoothing: Window [648.19, 653.06, 650.50] -> Median: 650.50
• Stability Filter: Median artifact detected. Rescued Raw Value (653.1L).
• Usage Rate: 21.5 L/d (drain-slow, band 38.7L over 13.9d, 113 pts)
30/03/2026 08:54:55 650.50 653.06 21.5 FLATLINE Immediate GOOD
• Smoothing: Window [653.06, 650.50, 648.19] -> Median: 650.50
• Stability Filter: Clamped minor wobble drop of 2.6L back to stable level. Future rebound returned near baseline in 0.4d after a short wobble.
• Usage Rate: 21.5 L/d (drain-slow, band 37.4L over 13.9d, 113 pts)
30/03/2026 11:55:02 648.19 653.06 21.5 FLATLINE Immediate GOOD
• Smoothing: Window [650.50, 648.19, 648.19] -> Median: 648.19
• Stability Filter: Clamped minor wobble drop of 4.9L back to stable level. Future rebound returned near baseline in 0.3d after a short wobble.
• Usage Rate: 21.5 L/d (drain-slow, band 37.6L over 13.9d, 113 pts)
30/03/2026 14:55:11 648.19 653.06 21.3 FLATLINE Immediate GOOD
• Smoothing: Window [648.19, 648.19, 655.36] -> Median: 648.19
• Stability Filter: Clamped minor wobble drop of 4.9L back to stable level. Future rebound returned near baseline in 0.1d after a short wobble.
• Usage Rate: 21.3 L/d (drain-slow, band 37.7L over 13.9d, 113 pts)
30/03/2026 17:55:20 655.36 655.36 21.3 FLATLINE Immediate GOOD
• Smoothing: Window [648.19, 655.36, 655.36] -> Median: 655.36
• Monotonic Logic: Accepted Small Sustained Top-up Rise of 2.3L. Future confirms sustain (>5.0 days).
• Usage Rate: 21.3 L/d (drain-slow, band 39.3L over 13.9d, 113 pts)
30/03/2026 20:55:27 655.36 655.36 21.3 FLATLINE Immediate GOOD
• Smoothing: Window [655.36, 655.36, 650.50] -> Median: 655.36
• Stability Filter: No change in volume.
• Usage Rate: 21.3 L/d (drain-slow, band 39.6L over 13.9d, 113 pts)
30/03/2026 23:55:36 650.50 655.36 19.3 FLATLINE Immediate GOOD
• Smoothing: Window [655.36, 650.50, 655.36] -> Median: 655.36
• Stability Filter: No change in volume.
• Usage Rate: 19.3 L/d (drain-slow, band 39.7L over 13.9d, 113 pts)
31/03/2026 02:55:45 655.36 655.36 19.0 FLATLINE Immediate GOOD
• Smoothing: Window [650.50, 655.36, 655.36] -> Median: 655.36
• Stability Filter: No change in volume.
• Usage Rate: 19.0 L/d (drain-slow, band 39.5L over 13.9d, 113 pts)
31/03/2026 05:55:53 655.36 655.36 18.6 FLATLINE Immediate GOOD
• Smoothing: Window [655.36, 655.36, 653.06] -> Median: 655.36
• Stability Filter: No change in volume.
• Usage Rate: 18.6 L/d (drain-slow, band 40.9L over 13.9d, 113 pts)
31/03/2026 08:56:01 653.06 653.06 18.6 FLATLINE Immediate GOOD
• Smoothing: Window [655.36, 653.06, 650.50] -> Median: 653.06
• Stability Filter: Accepted drop. Future rebound returned near baseline, but only after 3.6d and 27 low points. Drop accepted as real usage.
• Usage Rate: 18.6 L/d (drain-slow, band 41.4L over 13.9d, 113 pts)
31/03/2026 11:56:10 650.50 653.06 18.4 FLATLINE Immediate GOOD
• Smoothing: Window [653.06, 650.50, 648.19] -> Median: 650.50
• Stability Filter: Clamped minor wobble drop of 2.6L back to stable level. Future rebound returned near baseline in 0.3d after a short wobble.
• Usage Rate: 18.4 L/d (drain-slow, band 42.2L over 13.9d, 113 pts)
31/03/2026 14:56:23 648.19 653.06 18.1 FLATLINE Immediate GOOD
• Smoothing: Window [650.50, 648.19, 653.06] -> Median: 650.50
• Stability Filter: Clamped minor wobble drop of 2.6L back to stable level. Future rebound returned near baseline in 0.1d after a short wobble.
• Usage Rate: 18.1 L/d (drain-slow, band 43.2L over 13.9d, 113 pts)
31/03/2026 17:56:32 653.06 653.06 18.1 FLATLINE Immediate GOOD
• Smoothing: Window [648.19, 653.06, 653.06] -> Median: 653.06
• Stability Filter: No change in volume.
• Usage Rate: 18.1 L/d (drain-slow, band 44.0L over 13.9d, 113 pts)
31/03/2026 20:56:40 653.06 653.06 18.1 FLATLINE Immediate GOOD
• Smoothing: Window [653.06, 653.06, 650.50] -> Median: 653.06
• Stability Filter: No change in volume.
• Usage Rate: 18.1 L/d (drain-slow, band 44.3L over 13.9d, 113 pts)
31/03/2026 23:56:55 650.50 653.06 16.8 FLATLINE Immediate GOOD
• Smoothing: Window [653.06, 650.50, 653.06] -> Median: 653.06
• Stability Filter: No change in volume.
• Usage Rate: 16.8 L/d (drain-slow, band 43.2L over 13.9d, 113 pts)
01/04/2026 02:57:07 653.06 653.06 16.6 FLATLINE Immediate GOOD
• Smoothing: Window [650.50, 653.06, 650.50] -> Median: 650.50
• Stability Filter: Median artifact detected. Rescued Raw Value (653.1L).
• Usage Rate: 16.6 L/d (drain-slow, band 45.0L over 13.9d, 113 pts)
01/04/2026 05:57:15 650.50 653.06 16.3 FLATLINE Immediate GOOD
• Smoothing: Window [653.06, 650.50, 653.06] -> Median: 653.06
• Stability Filter: No change in volume.
• Usage Rate: 16.3 L/d (drain-slow, band 46.0L over 13.9d, 113 pts)
01/04/2026 08:57:23 653.06 653.06 16.3 FLATLINE Immediate GOOD
• Smoothing: Window [650.50, 653.06, 650.50] -> Median: 650.50
• Stability Filter: Median artifact detected. Rescued Raw Value (653.1L).
• Usage Rate: 16.3 L/d (drain-slow, band 47.7L over 13.9d, 113 pts)
01/04/2026 11:57:32 650.50 653.06 16.3 FLATLINE Immediate GOOD
• Smoothing: Window [653.06, 650.50, 650.50] -> Median: 650.50
• Stability Filter: Clamped minor wobble drop of 2.6L back to stable level. Future rebound returned near baseline in 0.3d after a short wobble.
• Usage Rate: 16.3 L/d (drain-slow, band 47.8L over 13.9d, 113 pts)
01/04/2026 14:57:43 650.50 653.06 16.6 FLATLINE Immediate GOOD
• Smoothing: Window [650.50, 650.50, 655.36] -> Median: 650.50
• Stability Filter: Clamped minor wobble drop of 2.6L back to stable level. Future rebound returned near baseline in 0.1d after a short wobble.
• Usage Rate: 16.6 L/d (drain-slow, band 47.9L over 13.9d, 113 pts)
01/04/2026 17:57:53 655.36 653.06 16.3 FLATLINE Immediate GOOD
• Smoothing: Window [650.50, 655.36, 653.06] -> Median: 653.06
• Stability Filter: No change in volume.
• Usage Rate: 16.3 L/d (drain-slow, band 48.4L over 13.9d, 113 pts)
01/04/2026 20:58:01 653.06 653.06 15.7 FLATLINE Immediate GOOD
• Smoothing: Window [655.36, 653.06, 645.89] -> Median: 653.06
• Stability Filter: No change in volume.
• Usage Rate: 15.7 L/d (drain-slow, band 49.2L over 13.9d, 113 pts)
02/04/2026 05:58:27 645.89 653.06 14.4 FLATLINE Immediate FAIR
• Smoothing: Window [653.06, 645.89, 650.50] -> Median: 650.50
• Stability Filter: Clamped minor wobble drop of 2.6L back to stable level. Future rebound returned near baseline in 0.4d after a short wobble.
• Usage Rate: 14.4 L/d (drain-slow, band 49.5L over 13.9d, 111 pts)
02/04/2026 08:58:34 650.50 653.06 14.4 FLATLINE Immediate GOOD
• Smoothing: Window [645.89, 650.50, 650.50] -> Median: 650.50
• Stability Filter: Clamped minor wobble drop of 2.6L back to stable level. Future rebound returned near baseline in 0.3d after a short wobble.
• Usage Rate: 14.4 L/d (drain-slow, band 52.6L over 13.9d, 111 pts)
02/04/2026 11:58:43 650.50 653.06 14.3 FLATLINE Immediate GOOD
• Smoothing: Window [650.50, 650.50, 653.06] -> Median: 650.50
• Stability Filter: Clamped minor wobble drop of 2.6L back to stable level. Future rebound returned near baseline in 0.1d after a short wobble.
• Usage Rate: 14.3 L/d (drain-slow, band 53.4L over 13.9d, 111 pts)
02/04/2026 14:58:52 653.06 653.06 14.1 FLATLINE Immediate GOOD
• Smoothing: Window [650.50, 653.06, 653.06] -> Median: 653.06
• Stability Filter: No change in volume.
• Usage Rate: 14.1 L/d (drain-slow, band 54.0L over 13.9d, 111 pts)
02/04/2026 17:58:59 653.06 653.06 14.0 FLATLINE Immediate GOOD
• Smoothing: Window [653.06, 653.06, 653.06] -> Median: 653.06
• Stability Filter: No change in volume.
• Usage Rate: 14.0 L/d (drain-slow, band 55.5L over 13.9d, 111 pts)
02/04/2026 20:59:07 653.06 653.06 14.0 FLATLINE Immediate GOOD
• Smoothing: Window [653.06, 653.06, 650.50] -> Median: 653.06
• Stability Filter: No change in volume.
• Usage Rate: 14.0 L/d (drain-slow, band 57.3L over 13.9d, 111 pts)
02/04/2026 23:59:16 650.50 653.06 14.0 FLATLINE Immediate GOOD
• Smoothing: Window [653.06, 650.50, 655.36] -> Median: 653.06
• Stability Filter: No change in volume.
• Usage Rate: 14.0 L/d (drain-slow, band 58.2L over 13.9d, 111 pts)
03/04/2026 02:59:25 655.36 653.06 14.0 FLATLINE Immediate GOOD
• Smoothing: Window [650.50, 655.36, 653.06] -> Median: 653.06
• Stability Filter: No change in volume.
• Usage Rate: 14.0 L/d (drain-slow, band 59.0L over 13.9d, 111 pts)
03/04/2026 05:59:34 653.06 653.06 14.0 FLATLINE Immediate GOOD
• Smoothing: Window [655.36, 653.06, 648.19] -> Median: 653.06
• Stability Filter: No change in volume.
• Usage Rate: 14.0 L/d (drain-slow, band 61.9L over 13.9d, 111 pts)
03/04/2026 08:59:47 648.19 653.06 14.1 FLATLINE Immediate GOOD
• Smoothing: Window [653.06, 648.19, 650.50] -> Median: 650.50
• Stability Filter: Clamped minor wobble drop of 2.6L back to stable level. Future rebound returned near baseline in 0.4d after a short wobble.
• Usage Rate: 14.1 L/d (drain-slow, band 63.1L over 13.9d, 111 pts)
03/04/2026 11:59:54 650.50 653.06 14.0 FLATLINE Immediate GOOD
• Smoothing: Window [648.19, 650.50, 650.50] -> Median: 650.50
• Stability Filter: Clamped minor wobble drop of 2.6L back to stable level. Future rebound returned near baseline in 0.3d after a short wobble.
• Usage Rate: 14.0 L/d (drain-slow, band 63.4L over 13.9d, 111 pts)
03/04/2026 15:00:03 650.50 653.06 13.7 FLATLINE Immediate GOOD
• Smoothing: Window [650.50, 650.50, 653.06] -> Median: 650.50
• Stability Filter: Clamped minor wobble drop of 2.6L back to stable level. Future rebound returned near baseline in 0.1d after a short wobble.
• Usage Rate: 13.7 L/d (drain-slow, band 64.5L over 13.9d, 111 pts)
03/04/2026 18:00:12 653.06 653.06 13.7 FLATLINE Immediate GOOD
• Smoothing: Window [650.50, 653.06, 653.06] -> Median: 653.06
• Stability Filter: No change in volume.
• Usage Rate: 13.7 L/d (drain-slow, band 65.7L over 13.9d, 111 pts)
03/04/2026 21:00:21 653.06 653.06 13.7 FLATLINE Immediate GOOD
• Smoothing: Window [653.06, 653.06, 655.36] -> Median: 653.06
• Stability Filter: No change in volume.
• Usage Rate: 13.7 L/d (drain-slow, band 66.3L over 13.9d, 111 pts)
04/04/2026 00:00:33 655.36 655.36 13.6 FLATLINE Immediate GOOD
• Smoothing: Window [653.06, 655.36, 655.36] -> Median: 655.36
• Monotonic Logic: Accepted Small Sustained Top-up Rise of 2.3L. Future confirms sustain (End of data).
• Usage Rate: 13.6 L/d (drain-slow, band 67.7L over 13.9d, 111 pts)
04/04/2026 03:00:41 655.36 655.36 13.6 FLATLINE Immediate GOOD
• Smoothing: Window [655.36, 655.36, 653.06] -> Median: 655.36
• Stability Filter: No change in volume.
• Usage Rate: 13.6 L/d (drain-slow, band 68.7L over 13.9d, 111 pts)
04/04/2026 06:00:50 653.06 655.36 13.5 FLATLINE Immediate GOOD
• Smoothing: Window [655.36, 653.06, 653.06] -> Median: 653.06
• Stability Filter: Clamped minor wobble drop of 2.3L back to stable level. Future rebound returned near baseline in 1.8d after a short wobble.
• Usage Rate: 13.5 L/d (drain-slow, band 68.7L over 13.9d, 111 pts)
04/04/2026 09:00:59 653.06 655.36 13.4 FLATLINE Immediate GOOD
• Smoothing: Window [653.06, 653.06, 650.50] -> Median: 653.06
• Stability Filter: Clamped minor wobble drop of 2.3L back to stable level. Future rebound returned near baseline in 1.6d after a short wobble.
• Usage Rate: 13.4 L/d (drain-slow, band 69.5L over 13.9d, 111 pts)
04/04/2026 12:01:11 650.50 655.36 13.4 FLATLINE Immediate GOOD
• Smoothing: Window [653.06, 650.50, 653.06] -> Median: 653.06
• Stability Filter: Clamped minor wobble drop of 2.3L back to stable level. Future rebound returned near baseline in 1.5d after a short wobble.
• Event: Flatline detected after 55 consecutive unchanged readings over 7.0 days.
• Usage Rate: 13.4 L/d (drain-slow, band 71.9L over 13.9d, 111 pts)
04/04/2026 15:01:19 653.06 655.36 13.4 FLATLINE Immediate GOOD
• Smoothing: Window [650.50, 653.06, 653.06] -> Median: 653.06
• Stability Filter: Clamped minor wobble drop of 2.3L back to stable level. Future rebound returned near baseline in 1.4d after a short wobble.
• Usage Rate: 13.4 L/d (drain-slow, band 73.6L over 13.9d, 111 pts)
04/04/2026 18:01:28 653.06 655.36 13.4 FLATLINE Immediate GOOD
• Smoothing: Window [653.06, 653.06, 653.06] -> Median: 653.06
• Stability Filter: Clamped minor wobble drop of 2.3L back to stable level. Future rebound returned near baseline in 1.3d after a short wobble.
• Usage Rate: 13.4 L/d (drain-slow, band 74.1L over 13.9d, 111 pts)
04/04/2026 21:01:36 653.06 655.36 13.4 FLATLINE Immediate GOOD
• Smoothing: Window [653.06, 653.06, 653.06] -> Median: 653.06
• Stability Filter: Clamped minor wobble drop of 2.3L back to stable level. Future rebound returned near baseline in 1.1d after a short wobble.
• Usage Rate: 13.4 L/d (drain-slow, band 73.0L over 13.9d, 111 pts)
05/04/2026 00:01:45 653.06 655.36 12.6 FLATLINE Immediate GOOD
• Smoothing: Window [653.06, 653.06, 653.06] -> Median: 653.06
• Stability Filter: Clamped minor wobble drop of 2.3L back to stable level. Future rebound returned near baseline in 1.0d after a short wobble.
• Usage Rate: 12.6 L/d (drain-slow, band 73.2L over 13.9d, 110 pts)
05/04/2026 03:01:53 653.06 655.36 12.1 FLATLINE Immediate GOOD
• Smoothing: Window [653.06, 653.06, 653.06] -> Median: 653.06
• Stability Filter: Clamped minor wobble drop of 2.3L back to stable level. Future rebound returned near baseline in 0.9d after a short wobble.
• Usage Rate: 12.1 L/d (drain-slow, band 74.3L over 13.9d, 110 pts)
05/04/2026 06:02:02 653.06 655.36 11.9 FLATLINE Immediate GOOD
• Smoothing: Window [653.06, 653.06, 653.06] -> Median: 653.06
• Stability Filter: Clamped minor wobble drop of 2.3L back to stable level. Future rebound returned near baseline in 0.8d after a short wobble.
• Usage Rate: 11.9 L/d (drain-slow, band 74.5L over 13.9d, 110 pts)
05/04/2026 09:02:09 653.06 655.36 11.8 FLATLINE Immediate GOOD
• Smoothing: Window [653.06, 653.06, 643.33] -> Median: 653.06
• Stability Filter: Clamped minor wobble drop of 2.3L back to stable level. Future rebound returned near baseline in 0.6d after a short wobble.
• Usage Rate: 11.8 L/d (drain-slow, band 75.6L over 13.9d, 110 pts)
05/04/2026 12:02:17 643.33 655.36 11.7 FLATLINE Immediate FAIR
• Smoothing: Window [653.06, 643.33, 648.19] -> Median: 648.19
• Stability Filter: Clamped minor wobble drop of 7.2L back to stable level. Future rebound returned near baseline in 0.3d after a short wobble.
• Usage Rate: 11.7 L/d (drain-slow, band 76.4L over 13.9d, 110 pts)
05/04/2026 15:02:26 648.19 655.36 11.7 FLATLINE Immediate FAIR
• Smoothing: Window [643.33, 648.19, 653.06] -> Median: 648.19
• Stability Filter: Clamped minor wobble drop of 7.2L back to stable level. Future rebound returned near baseline in 0.1d after a short wobble.
• Usage Rate: 11.7 L/d (drain-slow, band 74.4L over 13.9d, 110 pts)
05/04/2026 18:02:36 653.06 655.36 11.6 FLATLINE Immediate GOOD
• Smoothing: Window [648.19, 653.06, 653.06] -> Median: 653.06
• Stability Filter: Clamped minor wobble drop of 2.3L back to stable level. Future rebound returned near baseline in 0.3d after a short wobble.
• Usage Rate: 11.6 L/d (drain-slow, band 78.3L over 13.9d, 110 pts)
05/04/2026 21:02:49 653.06 655.36 11.5 FLATLINE Immediate GOOD
• Smoothing: Window [653.06, 653.06, 657.92] -> Median: 653.06
• Stability Filter: Clamped minor wobble drop of 2.3L back to stable level. Future rebound returned near baseline in 0.1d after a short wobble.
• Usage Rate: 11.5 L/d (drain-slow, band 77.9L over 13.9d, 110 pts)
06/04/2026 00:02:59 657.92 657.92 10.8 Valid Immediate GOOD
• Smoothing: Window [653.06, 657.92, 657.92] -> Median: 657.92
• Monotonic Logic: Accepted Small Sustained Top-up Rise of 2.6L. Future confirms sustain (End of data).
• Event: Flatline cleared after level changed by 2.6L.
• Usage Rate: 10.8 L/d (drain-slow, band 79.3L over 13.9d, 110 pts)