Tank Readings Analysis

Offline Fixture Replay
Sample CASE-5D104C for tank 5D104C
device: Sigfox
Matches expected baseline
baseline
Sampling Class REGULAR
Data Health 0%
Usage Rate (L/day) 0.0
Days Remaining 0
Weekly Consumption Hidden 9 reportable weeks / 13
Points Processed
Raw: 327
Deduped: 0

Pipeline Output (Litres)

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

Weekly Consumption Report

Weekly consumption is hidden because the tank data health is too low to trust week-on-week deltas.
Needs at least 3 reportable weeks, health 85%+, and coverage 50%+.
Sampling REGULAR
Data Health 0.0%
Bars are shown only for weeks with enough clean coverage. Missing or unreliable weeks are left blank.

Detected Events

Time Type Delta (L)
Jun 03 13:50 HIGH_LEVEL 360L (80%)
Jun 03 13:50 SUDDEN_RISE 124
Apr 08 19:51 SUDDEN_RISE 67
Apr 03 19:52 EMPTYING 181
Mar 30 19:52 HIGH_LEVEL 360L (80%)
Mar 30 19:52 SUDDEN_RISE 159

Pipeline Trace

[Pipeline] Starting Pipeline execution...
[StageIngestSnapshot] Loaded 327 snapshot readings.
[StageValidate] Validation complete. Invalidated: 0
[StageDedup] Removed 0 duplicates.
[StageGapAnalysis] Median Interval: 6.0h, Max Gap: 24.0h. Class: REGULAR
[StageNoise] Detected Noise Peak. Delta: 38.5 > Threshold (18). Reverts to 193.5 at 2026-03-25 19:52
[StageNoise] Detected Noise Peak. Delta: 67.0 > Threshold (18). Reverts to 172.1 at 2026-04-14 07:51
[StageNoise] Detected Noise Peak. Delta: 56.1 > Threshold (18). Reverts to 170.5 at 2026-04-18 13:51
[StageNoise] Detected Noise Peak. Delta: 19.8 > Threshold (18). Reverts to 195.4 at 2026-04-25 07:51
[StageNoise] Detected Noise Dip (Drop & Return). Delta: -29.6 < -18.0. Baseline Revert: Prev(213.8) vs Next(216.9) Diff: 3.1 < ReturnThreshold (3.6). at 2026-05-16 01:50
[StageNoise] Detected Noise Peak. Delta: 18.7 > Threshold (18). Reverts to 200.1 at 2026-05-19 07:50
[StageNoise] Detected Noise Dip (Drop & Return). Delta: -28.0 < -18.0. Baseline Revert: Prev(224.6) vs Next(222.7) Diff: 1.9 < ReturnThreshold (3.6). at 2026-06-01 01:50
[StageNoise] Detected Noise Dip (Drop & Return). Delta: -37.4 < -18.0. Baseline Revert: Prev(235.9) vs Next(235.9) Diff: 0.0 < ReturnThreshold (3.6). at 2026-06-03 01:50
[StageNoise] Applied smoothing to 327 points.
[StageNoise] Applied Monotonic + Stability Filter. Clamped 173 points.
[StageMetrics] Calculated per-point usage rates.
[StageMetrics] Set Global Usage Rate to LATEST: 0.00 L/day.
[StageMetrics] Health Score: 0% (Good: 144, Fair: 109, Poor: 74)
[StageVisuals] Generated series. Raw: 327, Smooth: 253
[Pipeline] Pipeline completed in 14.65ms

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-W11 09 Mar - 15 Mar 2026 13 Mar 19:52 - 15 Mar 13:52 136.8 136.8 0.0 0.0 6 1.8 18.0 INSUFFICIENT Issue: Insufficient Span, Late Week Start
2026-W12 16 Mar - 22 Mar 2026 16 Mar 01:52 - 22 Mar 19:52 136.8 198.6 61.8 61.8 17 6.8 36.0 OK Warning: Internal Gap Warning
2026-W13 23 Mar - 29 Mar 2026 23 Mar 01:52 - 29 Mar 07:52 198.6 197.4 -1.2 0.0 19 6.3 18.0 OK None
2026-W14 30 Mar - 05 Apr 2026 30 Mar 07:52 - 05 Apr 19:51 201.3 179.1 -22.2 0.0 27 6.5 6.0 INSUFFICIENT Issue: Event In Week
2026-W15 06 Apr - 12 Apr 2026 06 Apr 01:51 - 12 Apr 19:51 179.1 234.8 55.7 55.7 28 6.8 6.0 INSUFFICIENT Issue: Event In Week
2026-W16 13 Apr - 19 Apr 2026 13 Apr 01:51 - 19 Apr 19:51 234.8 201.7 -33.1 0.0 25 6.8 12.0 OK None
2026-W17 20 Apr - 26 Apr 2026 20 Apr 01:51 - 26 Apr 19:51 201.7 192.7 -9.0 0.0 14 6.8 42.0 OK Warning: Internal Gap Warning
2026-W18 27 Apr - 03 May 2026 27 Apr 01:51 - 03 May 19:51 192.7 210.2 17.5 17.5 20 6.8 36.0 OK Warning: Internal Gap Warning
2026-W19 04 May - 10 May 2026 04 May 01:51 - 10 May 19:50 210.2 193.9 -16.3 0.0 28 6.8 6.0 OK None
2026-W20 11 May - 17 May 2026 11 May 01:50 - 17 May 19:50 193.9 201.7 7.8 7.8 20 6.8 24.0 OK None
2026-W21 18 May - 24 May 2026 18 May 01:50 - 24 May 01:50 201.7 203.6 1.9 1.9 20 6.0 18.0 OK None
2026-W22 25 May - 31 May 2026 25 May 01:50 - 31 May 01:50 196.6 201.7 5.0 5.0 14 6.0 36.0 OK Warning: Internal Gap Warning
2026-W23 01 Jun - 07 Jun 2026 01 Jun 07:50 - 05 Jun 19:50 201.7 360.0 158.3 158.3 15 4.5 24.0 INSUFFICIENT Issue: Early Week End, Event In Week

Detailed Reading Analysis

Timestamp Raw (L) Smooth (L) Rate (L/d) Status Decision Speed Health Analysis Log
13/03/2026 19:52:37 136.80 136.80 - Valid Immediate GOOD
• Smoothing: Window [136.80, 136.80, 133.20] -> Median: 136.80
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
14/03/2026 01:52:37 133.20 136.80 - Valid Immediate FAIR
• Smoothing: Window [136.80, 133.20, 133.20] -> Median: 133.20
• Monotonic Logic: Rejected small rise of 3.6L. Future plummeted back to baseline inside window (1.2d). Clamped to 136.8
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
14/03/2026 07:52:40 133.20 136.80 - Valid Immediate FAIR
• Smoothing: Window [133.20, 133.20, 136.80] -> Median: 133.20
• Monotonic Logic: Rejected small rise of 3.6L. Future plummeted back to baseline inside window (1.0d). Clamped to 136.8
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
14/03/2026 13:52:41 136.80 136.80 - Valid Immediate GOOD
• Smoothing: Window [133.20, 136.80, 133.20] -> Median: 133.20
• Monotonic Logic: Rejected small rise of 3.6L. Future plummeted back to baseline inside window (0.7d). Clamped to 136.8
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
15/03/2026 07:52:36 133.20 136.80 - Valid Immediate FAIR
• Smoothing: Window [136.80, 133.20, 136.80] -> Median: 136.80
• Stability Filter: No change in volume.
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
15/03/2026 13:52:35 136.80 136.80 - Valid Immediate GOOD
• Smoothing: Window [133.20, 136.80, 136.80] -> Median: 136.80
• Stability Filter: No change in volume.
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
16/03/2026 01:52:36 136.80 136.80 0.0 Valid Immediate GOOD
• Smoothing: Window [136.80, 136.80, 140.40] -> Median: 136.80
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 3.6L over 2.2d, 7 pts)
16/03/2026 07:52:38 140.40 136.80 0.0 Valid Immediate FAIR
• Smoothing: Window [136.80, 140.40, 136.80] -> Median: 136.80
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 4.7L over 2.5d, 8 pts)
16/03/2026 13:52:33 136.80 136.80 0.0 Valid Immediate GOOD
• Smoothing: Window [140.40, 136.80, 136.80] -> Median: 136.80
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 4.3L over 2.7d, 9 pts)
16/03/2026 19:52:36 136.80 136.80 0.0 Valid Immediate GOOD
• Smoothing: Window [136.80, 136.80, 136.80] -> Median: 136.80
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 4.0L over 3.0d, 10 pts)
17/03/2026 01:52:37 136.80 136.80 0.0 Valid Immediate GOOD
• Smoothing: Window [136.80, 136.80, 136.80] -> Median: 136.80
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 3.6L over 3.3d, 11 pts)
17/03/2026 13:52:37 136.80 136.80 0.0 Valid Immediate GOOD
• Smoothing: Window [136.80, 136.80, 136.80] -> Median: 136.80
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 3.6L over 3.8d, 12 pts)
17/03/2026 19:52:33 136.80 136.80 0.0 Valid Immediate GOOD
• Smoothing: Window [136.80, 136.80, 136.80] -> Median: 136.80
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 3.6L over 4.0d, 13 pts)
18/03/2026 19:52:32 136.80 136.80 0.0 Valid Immediate GOOD
• Smoothing: Window [136.80, 136.80, 136.80] -> Median: 136.80
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 3.6L over 5.0d, 14 pts)
19/03/2026 01:52:29 136.80 136.80 0.0 Valid Immediate GOOD
• Smoothing: Window [136.80, 136.80, 201.60] -> Median: 136.80
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 3.6L over 5.2d, 15 pts)
19/03/2026 13:52:28 201.60 176.40 0.0 Valid Immediate FAIR
• Smoothing: Window [136.80, 201.60, 176.40] -> Median: 176.40
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 0.0 L/d (flat, band 5.4L over 5.7d, 16 pts)
19/03/2026 19:52:28 176.40 176.40 7.2 Valid Immediate GOOD
• Smoothing: Window [201.60, 176.40, 180.25] -> Median: 180.25
• Stability Filter: Median artifact detected. Rescued Raw Value (176.4L).
• Usage Rate: 7.2 L/d (fill-slow, band 21.6L over 6.0d, 17 pts)
20/03/2026 01:52:30 180.25 176.40 12.4 Valid Immediate FAIR
• Smoothing: Window [176.40, 180.25, 199.33] -> Median: 180.25
• Stability Filter: Clamped minor wobble drop of 3.9L back to stable level. Future rebound returned near baseline in 1.5d after a short wobble.
• Usage Rate: 12.4 L/d (fill-step, band 44.4L over 6.2d, 18 pts)
20/03/2026 07:52:26 199.33 - - NOISE Rejected (Latency) POOR
• Smoothing: Window [180.25, 199.33, 194.69] -> Median: 194.69
• Stability Filter: Flagged Transient Drop (Ghost Drop). Future rebound returned near baseline in 1.2d after a short wobble. Returned to stable too quickly.
20/03/2026 13:52:26 194.69 - - NOISE Rejected (Latency) POOR
• Smoothing: Window [199.33, 194.69, 207.90] -> Median: 199.33
• Stability Filter: Flagged Transient Drop (Ghost Drop). Future rebound returned near baseline in 1.0d after a short wobble. Returned to stable too quickly.
21/03/2026 01:52:25 207.90 - - NOISE Rejected (Latency) POOR
• Smoothing: Window [194.69, 207.90, 360.00] -> Median: 207.90
• Stability Filter: Flagged Transient Drop (Ghost Drop). Future rebound returned near baseline in 0.5d after a short wobble. Returned to stable too quickly.
21/03/2026 07:52:27 360.00 - - NOISE Rejected (Latency) POOR
• Smoothing: Window [207.90, 360.00, 360.00] -> Median: 360.00 (Edge Protected)
• Stability Filter: Flagged Transient Drop (Ghost Drop). Future rebound returned near baseline in 0.2d after a short wobble. Returned to stable too quickly.
21/03/2026 13:52:24 177.16 177.16 11.1 Valid Immediate GOOD
• Smoothing: Window [177.16, 177.16, 200.92] -> Median: 177.16 (Edge Protected)
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 11.1 L/d (fill-step, band 44.6L over 7.7d, 19 pts)
21/03/2026 19:52:26 200.92 200.92 8.7 Valid Immediate GOOD
• Smoothing: Window [177.16, 200.92, 203.22] -> Median: 200.92
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 8.7 L/d (fill-step, band 49.1L over 8.0d, 20 pts)
22/03/2026 01:52:24 203.22 200.92 0.0 Valid Immediate FAIR
• Smoothing: Window [200.92, 203.22, 360.00] -> Median: 203.22
• 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: 0.0 L/d (flat, band 67.7L over 8.2d, 21 pts)
22/03/2026 07:52:23 360.00 - - NOISE Rejected (Latency) POOR
• Smoothing: Window [203.22, 360.00, 360.00] -> Median: 360.00 (Edge Protected)
• Stability Filter: Flagged Transient Drop (Ghost Drop). Future rebound returned near baseline in 0.2d after a short wobble. Returned to stable too quickly.
22/03/2026 13:52:22 198.58 198.58 12.2 Valid Immediate GOOD
• Smoothing: Window [198.58, 198.58, 198.58] -> Median: 198.58 (Edge Protected)
• Monotonic Logic: Accepted Small Sustained Top-up Rise of 2.3L. Future confirms sustain (Continuous rising).
• Usage Rate: 12.2 L/d (fill-step, band 67.1L over 8.7d, 22 pts)
22/03/2026 19:52:22 198.58 198.58 11.0 Valid Immediate GOOD
• Smoothing: Window [198.58, 198.58, 198.58] -> Median: 198.58
• Stability Filter: No change in volume.
• Usage Rate: 11.0 L/d (fill-step, band 66.5L over 9.0d, 23 pts)
23/03/2026 01:52:24 198.58 198.58 0.0 Valid Immediate GOOD
• Smoothing: Window [198.58, 198.58, 201.28] -> Median: 198.58
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 65.9L over 9.2d, 24 pts)
23/03/2026 07:52:21 201.28 198.58 0.0 Valid Immediate FAIR
• Smoothing: Window [198.58, 201.28, 195.84] -> Median: 198.58
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 66.5L over 9.5d, 25 pts)
23/03/2026 13:52:21 195.84 198.58 0.0 Valid Immediate FAIR
• Smoothing: Window [201.28, 195.84, 193.90] -> Median: 195.84
• Monotonic Logic: Rejected small rise of 2.7L. Future plummeted back to baseline inside window (1.2d). Clamped to 198.6
• Usage Rate: 0.0 L/d (flat, band 66.1L over 9.7d, 26 pts)
23/03/2026 19:52:20 193.90 198.58 0.0 Valid Immediate FAIR
• Smoothing: Window [195.84, 193.90, 193.10] -> Median: 193.90
• Monotonic Logic: Rejected small rise of 4.7L. Future plummeted back to baseline inside window (1.0d). Clamped to 198.6
• Usage Rate: 0.0 L/d (flat, band 65.7L over 10.0d, 27 pts)
24/03/2026 01:52:25 193.10 198.58 0.0 Valid Immediate FAIR
• Smoothing: Window [193.90, 193.10, 200.12] -> Median: 193.90
• Monotonic Logic: Rejected small rise of 4.7L. Future plummeted back to baseline inside window (0.7d). Clamped to 198.6
• Usage Rate: 0.0 L/d (flat, band 65.3L over 10.2d, 28 pts)
24/03/2026 13:52:19 200.12 198.58 0.0 Valid Immediate GOOD
• Smoothing: Window [193.10, 200.12, 197.39] -> Median: 197.39
• Monotonic Logic: Rejected small rise of 1.2L. Future plummeted back to baseline inside window (0.5d). Clamped to 198.6
• Usage Rate: 0.0 L/d (flat, band 64.9L over 10.7d, 29 pts)
24/03/2026 19:52:19 197.39 197.39 0.0 Valid Immediate GOOD
• Smoothing: Window [200.12, 197.39, 205.16] -> Median: 200.12
• Stability Filter: Median artifact detected. Rescued Raw Value (197.4L).
• Usage Rate: 0.0 L/d (flat, band 64.5L over 11.0d, 30 pts)
25/03/2026 01:52:20 205.16 - - NOISE Rejected (Latency) POOR
• Smoothing: Window [197.39, 205.16, 360.00] -> Median: 205.16
• Stability Filter: Flagged Transient Drop (Ghost Drop). Future rebound returned near baseline in 0.5d after a short wobble. Returned to stable too quickly.
25/03/2026 07:52:18 360.00 - - NOISE Rejected (Latency) POOR
• Smoothing: Window [205.16, 360.00, 360.00] -> Median: 360.00 (Edge Protected)
• Stability Filter: Flagged Transient Drop (Ghost Drop). Future rebound returned near baseline in 0.2d after a short wobble. Returned to stable too quickly.
25/03/2026 13:52:17 192.35 197.39 0.0 Valid Immediate FAIR
• Smoothing: Window [192.35, 192.35, 230.87] -> Median: 192.35 (Edge Protected)
• Monotonic Logic: Rejected small rise of 5.0L. Future plummeted back to baseline inside window (0.5d). Clamped to 197.4
• Usage Rate: 0.0 L/d (flat, band 64.1L over 11.7d, 31 pts)
25/03/2026 19:52:17 230.87 193.50 - NOISE Rejected (Latency) POOR
• Marked INVALID: NOISE_PEAK
• Detected Noise Peak. Delta: 38.5 > Threshold (18). Reverts to 193.5
• Smoothing: Window [192.35, 230.87, 193.50] -> Median: 193.50
26/03/2026 01:52:16 193.50 210.64 0.0 Valid Immediate FAIR
• Smoothing: Window [230.87, 193.50, 210.64] -> Median: 210.64
• Stability Filter: Accepted drop. Future rebound returned near baseline, but only after 3.2d and 13 low points. Drop accepted as real usage.
• Usage Rate: 0.0 L/d (flat, band 64.0L over 12.2d, 32 pts)
26/03/2026 07:52:16 210.64 210.64 0.0 Valid Immediate GOOD
• Smoothing: Window [193.50, 210.64, 229.72] -> Median: 210.64
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 64.4L over 12.5d, 33 pts)
26/03/2026 13:52:15 229.72 - - NOISE Rejected (Latency) POOR
• Smoothing: Window [210.64, 229.72, 219.60] -> Median: 219.60
• Stability Filter: Flagged Transient Drop (Ghost Drop). Future rebound returned near baseline in 0.8d after a short wobble. Returned to stable too quickly.
26/03/2026 19:52:15 219.60 - - NOISE Rejected (Latency) POOR
• Smoothing: Window [229.72, 219.60, 213.77] -> Median: 219.60
• Stability Filter: Flagged Transient Drop (Ghost Drop). Future rebound returned near baseline in 0.5d after a short wobble. Returned to stable too quickly.
27/03/2026 01:52:15 213.77 213.77 0.0 Valid Immediate GOOD
• Smoothing: Window [219.60, 213.77, 228.17] -> Median: 219.60
• Stability Filter: Median artifact detected. Rescued Raw Value (213.8L).
• Usage Rate: 0.0 L/d (flat, band 64.7L over 13.2d, 34 pts)
27/03/2026 07:52:15 228.17 - - NOISE Rejected (Latency) POOR
• Smoothing: Window [213.77, 228.17, 214.92] -> Median: 214.92
• Stability Filter: Flagged Transient Drop (Ghost Drop). Future rebound returned near baseline in 0.5d after a short wobble. Returned to stable too quickly.
27/03/2026 13:52:15 214.92 213.77 5.0 Valid Immediate GOOD
• Smoothing: Window [228.17, 214.92, 182.59] -> Median: 214.92
• Stability Filter: Clamped minor wobble drop of 1.2L back to stable level. Future rebound returned near baseline in 0.2d after a short wobble.
• Usage Rate: 5.0 L/d (fill-step, band 65.8L over 13.7d, 35 pts)
27/03/2026 19:52:14 182.59 207.50 0.0 Valid Immediate FAIR
• Smoothing: Window [214.92, 182.59, 207.50] -> Median: 207.50
• Monotonic Logic: Accepted Small Sustained Top-up Rise of 6.3L. Future confirms sustain (Continuous rising).
• Usage Rate: 0.0 L/d (flat, band 65.6L over 14.0d, 36 pts)
28/03/2026 01:52:13 207.50 207.50 5.1 Valid Immediate GOOD
• Smoothing: Window [182.59, 207.50, 209.09] -> Median: 207.50
• Stability Filter: No change in volume.
• Usage Rate: 5.1 L/d (fill-slow, band 68.6L over 14.0d, 36 pts)
28/03/2026 07:52:13 209.09 207.50 5.2 Valid Immediate GOOD
• Smoothing: Window [207.50, 209.09, 190.01] -> Median: 207.50
• Stability Filter: No change in volume.
• Usage Rate: 5.2 L/d (fill-slow, band 71.5L over 14.0d, 36 pts)
28/03/2026 13:52:12 190.01 190.01 5.2 Valid Immediate GOOD
• Smoothing: Window [209.09, 190.01, 181.44] -> Median: 190.01
• Monotonic Logic: Accepted Small Sustained Top-up Rise of 17.5L. Future confirms sustain (Continuous rising).
• Usage Rate: 5.2 L/d (fill-slow, band 71.5L over 14.0d, 36 pts)
28/03/2026 19:52:13 181.44 190.01 0.0 Valid Immediate FAIR
• Smoothing: Window [190.01, 181.44, 180.25] -> Median: 181.44
• Monotonic Logic: Rejected small rise of 8.6L. Future plummeted back to baseline inside window (0.5d). Clamped to 190.0
• Usage Rate: 0.0 L/d (flat, band 71.5L over 13.5d, 36 pts)
29/03/2026 01:52:12 180.25 190.01 0.0 Valid Immediate FAIR
• Smoothing: Window [181.44, 180.25, 197.39] -> Median: 181.44
• Monotonic Logic: Rejected small rise of 8.6L. Future plummeted back to baseline inside window (0.3d). Clamped to 190.0
• Usage Rate: 0.0 L/d (flat, band 71.3L over 13.7d, 37 pts)
29/03/2026 07:52:12 197.39 197.39 0.0 Valid Immediate GOOD
• Smoothing: Window [180.25, 197.39, 225.43] -> Median: 197.39
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 0.0 L/d (flat, band 71.2L over 14.0d, 38 pts)
29/03/2026 13:52:11 225.43 - - NOISE Rejected (Latency) POOR
• Smoothing: Window [197.39, 225.43, 219.20] -> Median: 219.20
• Stability Filter: Flagged Transient Drop (Ghost Drop). Future rebound returned near baseline in 0.7d after a short wobble. Returned to stable too quickly.
29/03/2026 19:52:10 219.20 - - NOISE Rejected (Latency) POOR
• Smoothing: Window [225.43, 219.20, 221.15] -> Median: 221.15
• Stability Filter: Flagged Transient Drop (Ghost Drop). Future rebound returned near baseline in 0.5d after a short wobble. Returned to stable too quickly.
30/03/2026 01:52:11 221.15 - - NOISE Rejected (Latency) POOR
• Smoothing: Window [219.20, 221.15, 201.28] -> Median: 219.20
• Stability Filter: Flagged Transient Drop (Ghost Drop). Future rebound returned near baseline in 0.2d after a short wobble. Returned to stable too quickly.
30/03/2026 07:52:09 201.28 201.28 0.0 Valid Immediate GOOD
• Smoothing: Window [221.15, 201.28, 146.38] -> Median: 201.28
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 0.0 L/d (flat, band 71.5L over 14.0d, 36 pts)
30/03/2026 13:52:09 146.38 201.28 0.0 Valid Immediate FAIR
• Smoothing: Window [201.28, 146.38, 360.00] -> Median: 201.28
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 71.5L over 14.0d, 36 pts)
30/03/2026 19:52:08 360.00 360.00 0.0 Threshold Alert Immediate GOOD
• Smoothing: Window [146.38, 360.00, 360.00] -> Median: 360.00
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Event: SUDDEN_RISE detected. Drop 158.7L in 6.0h (26.5 L/h).
• Event: Tank Level above 80% (360L > 288L).
• Usage Rate: 0.0 L/d (flat, band 73.1L over 14.0d, 36 pts)
31/03/2026 01:52:08 360.00 360.00 0.0 Valid Immediate GOOD
• Smoothing: Window [360.00, 360.00, 360.00] -> Median: 360.00
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 75.4L over 14.0d, 36 pts)
31/03/2026 07:52:08 360.00 360.00 23.5 Valid Immediate GOOD
• Smoothing: Window [360.00, 360.00, 360.00] -> Median: 360.00
• Stability Filter: No change in volume.
• Usage Rate: 23.5 L/d (fill-step, band 72.8L over 13.7d, 36 pts)
31/03/2026 13:52:10 360.00 360.00 15.9 Valid Immediate GOOD
• Smoothing: Window [360.00, 360.00, 360.00] -> Median: 360.00
• Stability Filter: No change in volume.
• Usage Rate: 15.9 L/d (fill-slow, band 130.4L over 14.0d, 37 pts)
31/03/2026 19:52:07 360.00 360.00 0.0 Valid Immediate GOOD
• Smoothing: Window [360.00, 360.00, 360.00] -> Median: 360.00
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 195.6L over 14.0d, 37 pts)
01/04/2026 01:52:07 360.00 360.00 0.0 Valid Immediate GOOD
• Smoothing: Window [360.00, 360.00, 360.00] -> Median: 360.00
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 183.1L over 13.2d, 37 pts)
01/04/2026 07:52:06 360.00 360.00 0.0 Valid Immediate GOOD
• Smoothing: Window [360.00, 360.00, 360.00] -> Median: 360.00
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 183.1L over 13.5d, 38 pts)
01/04/2026 13:52:06 360.00 360.00 0.0 Valid Immediate GOOD
• Smoothing: Window [360.00, 360.00, 360.00] -> Median: 360.00
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 183.0L over 13.7d, 39 pts)
01/04/2026 19:52:05 360.00 360.00 0.0 Valid Immediate GOOD
• Smoothing: Window [360.00, 360.00, 360.00] -> Median: 360.00
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 182.9L over 14.0d, 40 pts)
02/04/2026 01:52:05 360.00 360.00 0.0 Valid Immediate GOOD
• Smoothing: Window [360.00, 360.00, 360.00] -> Median: 360.00
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 180.1L over 14.0d, 40 pts)
02/04/2026 07:52:05 360.00 360.00 0.0 Valid Immediate GOOD
• Smoothing: Window [360.00, 360.00, 360.00] -> Median: 360.00
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 179.7L over 13.7d, 40 pts)
02/04/2026 13:52:04 360.00 360.00 0.0 Valid Immediate GOOD
• Smoothing: Window [360.00, 360.00, 360.00] -> Median: 360.00
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 179.7L over 14.0d, 41 pts)
02/04/2026 19:52:03 360.00 360.00 0.0 Valid Immediate GOOD
• Smoothing: Window [360.00, 360.00, 360.00] -> Median: 360.00
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 179.7L over 14.0d, 41 pts)
03/04/2026 01:52:03 360.00 360.00 0.0 Valid Immediate GOOD
• Smoothing: Window [360.00, 360.00, 360.00] -> Median: 360.00
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 178.6L over 14.0d, 41 pts)
03/04/2026 07:52:03 360.00 360.00 0.0 Valid Immediate GOOD
• Smoothing: Window [360.00, 360.00, 360.00] -> Median: 360.00
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 177.4L over 12.7d, 41 pts)
03/04/2026 13:52:03 360.00 360.00 0.0 Valid Immediate GOOD
• Smoothing: Window [360.00, 360.00, 360.00] -> Median: 360.00 (Edge Protected)
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 176.7L over 13.0d, 42 pts)
03/04/2026 19:52:02 179.10 179.10 - EMPTYING Verified (Latency) GOOD
• Smoothing: Window [179.10, 179.10, 179.86] -> Median: 179.10 (Edge Protected)
• Monotonic Logic: Accepted Top-up Rise of 180.9L. Future stepped down gradually (Valid Usage).
• Event Reset: Level dropped back below threshold - hysteresis.
04/04/2026 01:52:02 179.86 179.10 - Valid Immediate GOOD
• Smoothing: Window [179.10, 179.86, 180.65] -> Median: 179.86
• Stability Filter: Clamped minor wobble drop of 0.8L 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).
04/04/2026 07:52:01 180.65 179.10 - Valid Immediate GOOD
• Smoothing: Window [179.86, 180.65, 179.10] -> Median: 179.86
• Stability Filter: Clamped minor wobble drop of 0.8L 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).
04/04/2026 13:52:01 179.10 179.10 - Valid Immediate GOOD
• Smoothing: Window [180.65, 179.10, 178.70] -> Median: 179.10
• Stability Filter: No change in volume.
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
04/04/2026 19:52:00 178.70 179.10 - Valid Immediate GOOD
• Smoothing: Window [179.10, 178.70, 178.70] -> Median: 178.70
• Monotonic Logic: Rejected small rise of 0.4L. Future plummeted back to baseline inside window (4.0d). Clamped to 179.1
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
05/04/2026 01:51:59 178.70 179.10 - Valid Immediate GOOD
• Smoothing: Window [178.70, 178.70, 177.16] -> Median: 178.70
• Monotonic Logic: Rejected small rise of 0.4L. Future plummeted back to baseline inside window (3.7d). Clamped to 179.1
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
05/04/2026 07:51:59 177.16 179.10 - Valid Immediate FAIR
• Smoothing: Window [178.70, 177.16, 176.36] -> Median: 177.16
• Monotonic Logic: Rejected small rise of 1.9L. Future plummeted back to baseline inside window (1.5d). Clamped to 179.1
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
05/04/2026 13:51:59 176.36 179.10 - Valid Immediate FAIR
• Smoothing: Window [177.16, 176.36, 177.16] -> Median: 177.16
• Monotonic Logic: Rejected small rise of 1.9L. Future plummeted back to baseline inside window (1.2d). Clamped to 179.1
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
05/04/2026 19:51:58 177.16 179.10 - Valid Immediate FAIR
• Smoothing: Window [176.36, 177.16, 178.70] -> Median: 177.16
• Monotonic Logic: Rejected small rise of 1.9L. Future plummeted back to baseline inside window (1.0d). Clamped to 179.1
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
06/04/2026 01:51:58 178.70 179.10 - Valid Immediate GOOD
• Smoothing: Window [177.16, 178.70, 179.50] -> Median: 178.70
• Monotonic Logic: Rejected small rise of 0.4L. Future plummeted back to baseline inside window (2.7d). Clamped to 179.1
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
06/04/2026 07:51:58 179.50 179.10 0.0 Valid Immediate GOOD
• Smoothing: Window [178.70, 179.50, 179.10] -> Median: 179.10
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 2.9L over 2.2d, 10 pts)
06/04/2026 13:51:57 179.10 179.10 0.0 Valid Immediate GOOD
• Smoothing: Window [179.50, 179.10, 186.08] -> Median: 179.50
• Stability Filter: Median artifact detected. Rescued Raw Value (179.1L).
• Usage Rate: 0.0 L/d (flat, band 2.7L over 2.5d, 11 pts)
06/04/2026 19:51:56 186.08 179.10 0.0 Valid Immediate FAIR
• Smoothing: Window [179.10, 186.08, 181.44] -> Median: 181.44
• 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: 0.0 L/d (flat, band 3.4L over 2.7d, 12 pts)
07/04/2026 01:51:56 181.44 179.10 0.0 Valid Immediate FAIR
• Smoothing: Window [186.08, 181.44, 177.95] -> Median: 181.44
• 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: 0.0 L/d (flat, band 4.1L over 3.0d, 13 pts)
07/04/2026 07:51:56 177.95 179.10 0.0 Valid Immediate GOOD
• Smoothing: Window [181.44, 177.95, 179.50] -> Median: 179.50
• Stability Filter: Clamped minor wobble drop of 0.4L back to stable level. Future rebound returned near baseline in 0.7d after a short wobble.
• Usage Rate: 0.0 L/d (flat, band 4.0L over 3.2d, 14 pts)
07/04/2026 13:51:55 179.50 179.10 0.0 Valid Immediate GOOD
• Smoothing: Window [177.95, 179.50, 179.50] -> Median: 179.50
• Stability Filter: Clamped minor wobble drop of 0.4L back to stable level. Future rebound returned near baseline in 0.5d after a short wobble.
• Usage Rate: 0.0 L/d (flat, band 4.0L over 3.5d, 15 pts)
07/04/2026 19:51:54 179.50 179.10 0.0 Valid Immediate GOOD
• Smoothing: Window [179.50, 179.50, 179.10] -> Median: 179.50
• Stability Filter: Clamped minor wobble drop of 0.4L back to stable level. Future rebound returned near baseline in 0.3d after a short wobble.
• Usage Rate: 0.0 L/d (flat, band 3.9L over 3.7d, 16 pts)
08/04/2026 01:51:54 179.10 179.10 0.0 Valid Immediate GOOD
• Smoothing: Window [179.50, 179.10, 177.95] -> Median: 179.10
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 3.8L over 4.0d, 17 pts)
08/04/2026 07:51:54 177.95 179.10 0.0 Valid Immediate GOOD
• Smoothing: Window [179.10, 177.95, 180.25] -> Median: 179.10
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 3.7L over 4.2d, 18 pts)
08/04/2026 13:51:53 180.25 180.25 0.0 Valid Immediate GOOD
• Smoothing: Window [177.95, 180.25, 248.00] -> Median: 180.25
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 0.0 L/d (flat, band 3.7L over 4.5d, 19 pts)
08/04/2026 19:51:53 248.00 246.85 0.0 SUDDEN_RISE Immediate GOOD
• Smoothing: Window [180.25, 248.00, 246.85] -> Median: 246.85
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Event: SUDDEN_RISE detected. Drop 66.6L in 6.0h (11.1 L/h).
• Usage Rate: 0.0 L/d (flat, band 4.7L over 4.7d, 20 pts)
09/04/2026 01:51:52 246.85 246.85 6.8 Valid Immediate GOOD
• Smoothing: Window [248.00, 246.85, 243.32] -> Median: 246.85
• Stability Filter: No change in volume.
• Usage Rate: 6.8 L/d (fill-slow, band 8.9L over 5.0d, 21 pts)
09/04/2026 07:51:53 243.32 243.32 12.5 Valid Immediate GOOD
• Smoothing: Window [246.85, 243.32, 237.49] -> Median: 243.32
• Monotonic Logic: Accepted Small Sustained Top-up Rise of 3.5L. Future confirms sustain (Continuous rising).
• Usage Rate: 12.5 L/d (fill-slow, band 60.4L over 5.2d, 22 pts)
09/04/2026 13:51:52 237.49 237.49 22.3 Valid Immediate GOOD
• Smoothing: Window [243.32, 237.49, 233.21] -> Median: 237.49
• Monotonic Logic: Accepted Small Sustained Top-up Rise of 5.8L. Future confirms sustain (Continuous rising).
• Usage Rate: 22.3 L/d (fill-step, band 64.8L over 5.5d, 23 pts)
09/04/2026 19:51:51 233.21 237.49 11.2 Valid Immediate FAIR
• Smoothing: Window [237.49, 233.21, 219.60] -> Median: 233.21
• Monotonic Logic: Rejected small rise of 4.3L. Future plummeted back to baseline inside window (0.7d). Clamped to 237.5
• Usage Rate: 11.2 L/d (fill-slow, band 64.2L over 5.7d, 24 pts)
10/04/2026 01:51:51 219.60 237.49 0.0 Valid Immediate FAIR
• Smoothing: Window [233.21, 219.60, 236.74] -> Median: 233.21
• Monotonic Logic: Rejected small rise of 4.3L. Future plummeted back to baseline inside window (0.5d). Clamped to 237.5
• Usage Rate: 0.0 L/d (flat, band 63.5L over 6.0d, 25 pts)
10/04/2026 07:51:50 236.74 237.49 0.0 Valid Immediate GOOD
• Smoothing: Window [219.60, 236.74, 238.28] -> Median: 236.74
• Monotonic Logic: Rejected small rise of 0.8L. Future plummeted back to baseline inside window (1.2d). Clamped to 237.5
• Usage Rate: 0.0 L/d (flat, band 62.9L over 6.2d, 26 pts)
10/04/2026 13:51:50 238.28 237.49 0.0 Valid Immediate GOOD
• Smoothing: Window [236.74, 238.28, 238.64] -> Median: 238.28
• Stability Filter: Clamped minor wobble drop of 0.8L back to stable level. Future rebound returned near baseline in 2.0d after a short wobble.
• Usage Rate: 0.0 L/d (flat, band 62.7L over 6.5d, 27 pts)
10/04/2026 19:51:50 238.64 237.49 0.0 Valid Immediate GOOD
• Smoothing: Window [238.28, 238.64, 237.89] -> Median: 238.28
• Stability Filter: Clamped minor wobble drop of 0.8L back to stable level. Future rebound returned near baseline in 1.7d after a short wobble.
• Usage Rate: 0.0 L/d (flat, band 62.3L over 6.7d, 28 pts)
11/04/2026 01:51:49 237.89 237.89 0.0 Valid Immediate GOOD
• Smoothing: Window [238.64, 237.89, 240.98] -> Median: 238.64
• Stability Filter: Median artifact detected. Rescued Raw Value (237.9L).
• Usage Rate: 0.0 L/d (flat, band 61.8L over 7.0d, 29 pts)
11/04/2026 07:51:48 240.98 237.89 0.0 Valid Immediate FAIR
• Smoothing: Window [237.89, 240.98, 232.81] -> Median: 237.89
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 63.3L over 7.2d, 30 pts)
11/04/2026 13:51:48 232.81 237.89 0.0 Valid Immediate FAIR
• Smoothing: Window [240.98, 232.81, 241.38] -> Median: 240.98
• Stability Filter: Clamped minor wobble drop of 3.1L back to stable level. Future rebound returned near baseline in 1.0d after a short wobble.
• Usage Rate: 0.0 L/d (flat, band 63.0L over 7.5d, 31 pts)
11/04/2026 19:51:47 241.38 237.89 0.0 Valid Immediate FAIR
• Smoothing: Window [232.81, 241.38, 241.38] -> Median: 241.38
• Stability Filter: Clamped minor wobble drop of 3.5L back to stable level. Future rebound returned near baseline in 0.7d after a short wobble.
• Usage Rate: 0.0 L/d (flat, band 63.4L over 7.7d, 32 pts)
12/04/2026 01:51:47 241.38 237.89 0.0 Valid Immediate FAIR
• Smoothing: Window [241.38, 241.38, 239.83] -> Median: 241.38
• Stability Filter: Clamped minor wobble drop of 3.5L back to stable level. Future rebound returned near baseline in 0.5d after a short wobble.
• Usage Rate: 0.0 L/d (flat, band 63.4L over 8.0d, 33 pts)
12/04/2026 07:51:47 239.83 237.89 0.0 Valid Immediate GOOD
• Smoothing: Window [241.38, 239.83, 235.55] -> Median: 239.83
• Stability Filter: Clamped minor wobble drop of 1.9L back to stable level. Future rebound returned near baseline in 0.2d after a short wobble.
• Usage Rate: 0.0 L/d (flat, band 63.4L over 8.2d, 34 pts)
12/04/2026 13:51:46 235.55 235.55 0.0 Valid Immediate GOOD
• Smoothing: Window [239.83, 235.55, 234.76] -> Median: 235.55
• Monotonic Logic: Accepted Small Sustained Top-up Rise of 2.3L. Future confirms sustain (Continuous rising).
• Usage Rate: 0.0 L/d (flat, band 63.4L over 8.5d, 35 pts)
12/04/2026 19:51:45 234.76 234.76 0.0 Valid Immediate GOOD
• Smoothing: Window [235.55, 234.76, 234.40] -> Median: 234.76
• Monotonic Logic: Accepted Small Sustained Top-up Rise of 0.8L. Future confirms sustain (>5.0 days).
• Usage Rate: 0.0 L/d (flat, band 63.4L over 8.7d, 36 pts)
13/04/2026 01:51:45 234.40 234.76 0.0 Valid Immediate GOOD
• Smoothing: Window [234.76, 234.40, 236.74] -> Median: 234.76
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 63.4L over 9.0d, 37 pts)
13/04/2026 07:51:45 236.74 234.76 0.0 Valid Immediate GOOD
• Smoothing: Window [234.40, 236.74, 239.83] -> Median: 236.74
• Stability Filter: Clamped minor wobble drop of 2.0L back to stable level. Future rebound returned near baseline in 0.5d after a short wobble.
• Usage Rate: 0.0 L/d (flat, band 63.4L over 9.2d, 38 pts)
13/04/2026 13:51:44 239.83 234.76 0.0 Valid Immediate FAIR
• Smoothing: Window [236.74, 239.83, 232.06] -> Median: 236.74
• Stability Filter: Clamped minor wobble drop of 2.0L back to stable level. Future rebound returned near baseline in 0.3d after a short wobble.
• Usage Rate: 0.0 L/d (flat, band 63.4L over 9.5d, 39 pts)
13/04/2026 19:51:44 232.06 234.76 0.0 Valid Immediate FAIR
• Smoothing: Window [239.83, 232.06, 169.74] -> Median: 232.06
• Monotonic Logic: Rejected small rise of 2.7L. Future plummeted back to baseline inside window (2.0d). Clamped to 234.8
• Usage Rate: 0.0 L/d (flat, band 63.4L over 9.7d, 40 pts)
14/04/2026 01:51:44 169.74 234.76 0.0 Valid Immediate FAIR
• Smoothing: Window [232.06, 169.74, 236.74] -> Median: 232.06
• Monotonic Logic: Rejected small rise of 2.7L. Future plummeted back to baseline inside window (1.7d). Clamped to 234.8
• Usage Rate: 0.0 L/d (flat, band 63.4L over 10.0d, 41 pts)
14/04/2026 07:51:43 236.74 172.08 - NOISE Rejected (Latency) POOR
• Marked INVALID: NOISE_PEAK
• Detected Noise Peak. Delta: 67.0 > Threshold (18). Reverts to 172.1
• Smoothing: Window [169.74, 236.74, 172.08] -> Median: 172.08
14/04/2026 13:51:43 172.08 234.40 0.0 Valid Immediate FAIR
• Smoothing: Window [236.74, 172.08, 234.40] -> Median: 234.40
• Monotonic Logic: Accepted Small Sustained Top-up Rise of 0.4L. Future confirms sustain (Continuous rising).
• Usage Rate: 0.0 L/d (flat, band 64.1L over 10.5d, 42 pts)
14/04/2026 19:51:42 234.40 234.40 0.0 Valid Immediate GOOD
• Smoothing: Window [172.08, 234.40, 233.21] -> Median: 233.21
• Monotonic Logic: Rejected small rise of 1.2L. Future plummeted back to baseline inside window (1.0d). Clamped to 234.4
• Usage Rate: 0.0 L/d (flat, band 64.0L over 10.7d, 43 pts)
15/04/2026 01:51:42 233.21 234.40 0.0 Valid Immediate GOOD
• Smoothing: Window [234.40, 233.21, 234.40] -> Median: 234.40
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 63.9L over 11.0d, 44 pts)
15/04/2026 07:51:41 234.40 234.40 0.0 Valid Immediate GOOD
• Smoothing: Window [233.21, 234.40, 229.72] -> Median: 233.21
• Monotonic Logic: Rejected small rise of 1.2L. Future plummeted back to baseline inside window (0.5d). Clamped to 234.4
• Usage Rate: 0.0 L/d (flat, band 63.7L over 11.2d, 45 pts)
15/04/2026 13:51:42 229.72 234.40 0.0 Valid Immediate FAIR
• Smoothing: Window [234.40, 229.72, 241.38] -> Median: 234.40
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 63.6L over 11.5d, 46 pts)
15/04/2026 19:51:40 241.38 234.40 0.0 Valid Immediate FAIR
• Smoothing: Window [229.72, 241.38, 237.89] -> Median: 237.89
• Stability Filter: Clamped minor wobble drop of 3.5L back to stable level. Future rebound returned near baseline in 1.0d after a short wobble.
• Usage Rate: 0.0 L/d (flat, band 63.7L over 11.7d, 47 pts)
16/04/2026 01:51:41 237.89 234.40 0.0 Valid Immediate FAIR
• Smoothing: Window [241.38, 237.89, 236.74] -> Median: 237.89
• Stability Filter: Clamped minor wobble drop of 3.5L back to stable level. Future rebound returned near baseline in 0.7d after a short wobble.
• Usage Rate: 0.0 L/d (flat, band 63.7L over 12.0d, 48 pts)
16/04/2026 07:51:40 236.74 236.74 0.0 Valid Immediate GOOD
• Smoothing: Window [237.89, 236.74, 239.04] -> Median: 237.89
• Stability Filter: Median artifact detected. Rescued Raw Value (236.7L).
• Usage Rate: 0.0 L/d (flat, band 63.6L over 12.2d, 49 pts)
16/04/2026 13:51:40 239.04 236.74 0.0 Valid Immediate GOOD
• Smoothing: Window [236.74, 239.04, 232.81] -> Median: 236.74
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 63.5L over 12.5d, 50 pts)
16/04/2026 19:51:39 232.81 234.40 0.0 Valid Immediate GOOD
• Smoothing: Window [239.04, 232.81, 234.40] -> Median: 234.40
• Monotonic Logic: Accepted Small Sustained Top-up Rise of 2.3L. Future confirms sustain (Continuous rising).
• Usage Rate: 0.0 L/d (flat, band 63.4L over 12.7d, 51 pts)
17/04/2026 01:51:38 234.40 233.21 0.0 Valid Immediate GOOD
• Smoothing: Window [232.81, 234.40, 233.21] -> Median: 233.21
• Monotonic Logic: Accepted Small Sustained Top-up Rise of 1.2L. Future confirms sustain (Continuous rising).
• Usage Rate: 0.0 L/d (flat, band 63.4L over 13.0d, 52 pts)
17/04/2026 07:51:38 233.21 233.21 0.0 Valid Immediate GOOD
• Smoothing: Window [234.40, 233.21, 230.51] -> Median: 233.21
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 63.4L over 13.2d, 53 pts)
17/04/2026 13:51:37 230.51 231.66 0.0 Valid Immediate GOOD
• Smoothing: Window [233.21, 230.51, 231.66] -> Median: 231.66
• Monotonic Logic: Accepted Small Sustained Top-up Rise of 1.5L. Future confirms sustain (Continuous rising).
• Usage Rate: 0.0 L/d (flat, band 63.3L over 13.5d, 54 pts)
17/04/2026 19:51:37 231.66 231.66 0.0 Valid Immediate GOOD
• Smoothing: Window [230.51, 231.66, 239.04] -> Median: 231.66
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 63.3L over 13.7d, 55 pts)
18/04/2026 01:51:37 239.04 231.66 0.0 Valid Immediate FAIR
• Smoothing: Window [231.66, 239.04, 172.48] -> Median: 231.66
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 63.2L over 14.0d, 56 pts)
18/04/2026 07:51:37 172.48 228.53 0.0 Valid Immediate FAIR
• Smoothing: Window [239.04, 172.48, 228.53] -> Median: 228.53
• Monotonic Logic: Accepted Small Sustained Top-up Rise of 3.1L. Future confirms sustain (Continuous rising).
• Usage Rate: 0.0 L/d (flat, band 63.6L over 14.0d, 56 pts)
18/04/2026 13:51:36 228.53 172.48 - NOISE Rejected (Latency) POOR
• Marked INVALID: NOISE_PEAK
• Detected Noise Peak. Delta: 56.1 > Threshold (18). Reverts to 170.5
• Smoothing: Window [172.48, 228.53, 170.53] -> Median: 172.48
18/04/2026 19:51:35 170.53 228.53 0.0 Valid Immediate FAIR
• Smoothing: Window [228.53, 170.53, 240.98] -> Median: 228.53
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 64.1L over 14.0d, 55 pts)
19/04/2026 01:51:35 240.98 - - NOISE Rejected (Latency) POOR
• Smoothing: Window [170.53, 240.98, 230.51] -> Median: 230.51
• Stability Filter: Flagged Transient Drop (Ghost Drop). Future rebound returned near baseline in 1.2d after a short wobble. Returned to stable too quickly.
19/04/2026 07:51:35 230.51 230.51 0.0 Valid Immediate GOOD
• Smoothing: Window [240.98, 230.51, 230.87] -> Median: 230.87
• Stability Filter: Median artifact detected. Rescued Raw Value (230.5L).
• Usage Rate: 0.0 L/d (flat, band 64.1L over 14.0d, 54 pts)
19/04/2026 13:51:34 230.87 230.51 0.0 Valid Immediate GOOD
• Smoothing: Window [230.51, 230.87, 171.32] -> Median: 230.51
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 63.9L over 14.0d, 54 pts)
19/04/2026 19:51:34 171.32 201.67 0.0 Valid Immediate FAIR
• Smoothing: Window [230.87, 171.32, 201.67] -> Median: 201.67
• Monotonic Logic: Accepted Small Sustained Top-up Rise of 28.8L. Future stepped down gradually (Valid Usage).
• Usage Rate: 0.0 L/d (flat, band 63.9L over 14.0d, 54 pts)
20/04/2026 01:51:33 201.67 201.67 0.0 Valid Immediate GOOD
• Smoothing: Window [171.32, 201.67, 230.11] -> Median: 201.67
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 63.3L over 14.0d, 54 pts)
20/04/2026 07:51:32 230.11 - - NOISE Rejected (Latency) POOR
• Smoothing: Window [201.67, 230.11, 223.09] -> Median: 223.09
• Stability Filter: Flagged Transient Drop (Ghost Drop). Future rebound returned near baseline in 1.5d after a short wobble. Returned to stable too quickly.
20/04/2026 13:51:32 223.09 - - NOISE Rejected (Latency) POOR
• Smoothing: Window [230.11, 223.09, 225.43] -> Median: 225.43
• Stability Filter: Flagged Transient Drop (Ghost Drop). Future rebound returned near baseline in 1.2d after a short wobble. Returned to stable too quickly.
20/04/2026 19:51:32 225.43 - - NOISE Rejected (Latency) POOR
• Smoothing: Window [223.09, 225.43, 225.83] -> Median: 225.43
• Stability Filter: Flagged Transient Drop (Ghost Drop). Future rebound returned near baseline in 1.0d after a short wobble. Returned to stable too quickly.
21/04/2026 01:51:31 225.83 - - NOISE Rejected (Latency) POOR
• Smoothing: Window [225.43, 225.83, 222.70] -> Median: 225.43
• Stability Filter: Flagged Transient Drop (Ghost Drop). Future rebound returned near baseline in 0.7d after a short wobble. Returned to stable too quickly.
21/04/2026 07:51:31 222.70 - - NOISE Rejected (Latency) POOR
• Smoothing: Window [225.83, 222.70, 227.38] -> Median: 225.83
• Stability Filter: Flagged Transient Drop (Ghost Drop). Future rebound returned near baseline in 0.5d after a short wobble. Returned to stable too quickly.
21/04/2026 13:51:31 227.38 - - NOISE Rejected (Latency) POOR
• Smoothing: Window [222.70, 227.38, 197.39] -> Median: 222.70
• Stability Filter: Flagged Transient Drop (Ghost Drop). Future rebound returned near baseline in 0.2d after a short wobble. Returned to stable too quickly.
21/04/2026 19:51:30 197.39 201.67 0.0 Valid Immediate FAIR
• Smoothing: Window [227.38, 197.39, 197.39] -> Median: 197.39
• Monotonic Logic: Rejected small rise of 4.3L. Future plummeted back to baseline inside window (0.5d). Clamped to 201.7
• Usage Rate: 0.0 L/d (flat, band 65.1L over 14.0d, 48 pts)
22/04/2026 01:51:29 197.39 201.67 0.0 Valid Immediate FAIR
• Smoothing: Window [197.39, 197.39, 360.00] -> Median: 197.39
• Monotonic Logic: Rejected small rise of 4.3L. Future plummeted back to baseline inside window (0.3d). Clamped to 201.7
• Usage Rate: 0.0 L/d (flat, band 65.1L over 14.0d, 48 pts)
22/04/2026 07:51:29 360.00 - - NOISE Rejected (Latency) POOR
• Smoothing: Window [197.39, 360.00, 360.00] -> Median: 360.00
• Stability Filter: Flagged Transient Drop (Ghost Drop). Future rebound returned near baseline in 1.7d after a short wobble. Returned to stable too quickly.
22/04/2026 13:51:29 360.00 - - NOISE Rejected (Latency) POOR
• Smoothing: Window [360.00, 360.00, 360.00] -> Median: 360.00 (Edge Protected)
• Stability Filter: Flagged Transient Drop (Ghost Drop). Future rebound returned near baseline in 1.5d after a short wobble. Returned to stable too quickly.
22/04/2026 19:51:28 219.60 - - NOISE Rejected (Latency) POOR
• Smoothing: Window [219.60, 219.60, 228.17] -> Median: 219.60 (Edge Protected)
• Stability Filter: Flagged Transient Drop (Ghost Drop). Future rebound returned near baseline in 1.2d after a short wobble. Returned to stable too quickly.
23/04/2026 01:51:28 228.17 - - NOISE Rejected (Latency) POOR
• Smoothing: Window [219.60, 228.17, 203.62] -> Median: 219.60
• Stability Filter: Flagged Transient Drop (Ghost Drop). Future rebound returned near baseline in 1.0d after a short wobble. Returned to stable too quickly.
23/04/2026 07:51:27 203.62 203.62 0.0 Valid Immediate GOOD
• Smoothing: Window [228.17, 203.62, 360.00] -> Median: 228.17
• Stability Filter: Median artifact detected. Rescued Raw Value (203.6L).
• Usage Rate: 0.0 L/d (flat, band 60.7L over 14.0d, 44 pts)
23/04/2026 13:51:27 360.00 - - NOISE Rejected (Latency) POOR
• Smoothing: Window [203.62, 360.00, 360.00] -> Median: 360.00 (Edge Protected)
• Stability Filter: Flagged Transient Drop (Ghost Drop). Future rebound returned near baseline in 0.5d after a short wobble. Returned to stable too quickly.
23/04/2026 19:51:27 220.36 - - NOISE Rejected (Latency) POOR
• Smoothing: Window [220.36, 220.36, 204.80] -> Median: 220.36 (Edge Protected)
• Stability Filter: Flagged Transient Drop (Ghost Drop). Future rebound returned near baseline in 0.2d after a short wobble. Returned to stable too quickly.
24/04/2026 01:51:26 204.80 203.62 0.0 Valid Immediate GOOD
• Smoothing: Window [220.36, 204.80, 170.14] -> Median: 204.80
• Stability Filter: Clamped minor wobble drop of 1.2L back to stable level. Future rebound returned near baseline in 0.5d after a short wobble.
• Usage Rate: 0.0 L/d (flat, band 64.9L over 14.0d, 42 pts)
24/04/2026 07:51:26 170.14 - - NOISE Rejected (Latency) POOR
• Smoothing: Window [204.80, 170.14, 211.43] -> Median: 204.80
• Stability Filter: Flagged Transient Drop (Ghost Drop). Future rebound returned near baseline in 0.2d after a short wobble. Returned to stable too quickly.
24/04/2026 13:51:25 211.43 198.94 0.0 Valid Immediate FAIR
• Smoothing: Window [170.14, 211.43, 198.94] -> Median: 198.94
• Monotonic Logic: Accepted Small Sustained Top-up Rise of 4.7L. Future confirms sustain (Continuous rising).
• Usage Rate: 0.0 L/d (flat, band 67.4L over 14.0d, 41 pts)
24/04/2026 19:51:24 198.94 198.94 0.0 Valid Immediate GOOD
• Smoothing: Window [211.43, 198.94, 194.69] -> Median: 198.94
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 67.4L over 14.0d, 41 pts)
25/04/2026 01:51:24 194.69 198.94 0.0 Valid Immediate FAIR
• Smoothing: Window [198.94, 194.69, 214.52] -> Median: 198.94
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 67.4L over 14.0d, 41 pts)
25/04/2026 07:51:23 214.52 195.44 - NOISE Rejected (Latency) POOR
• Marked INVALID: NOISE_PEAK
• Detected Noise Peak. Delta: 19.8 > Threshold (18). Reverts to 195.4
• Smoothing: Window [194.69, 214.52, 195.44] -> Median: 195.44
25/04/2026 13:51:24 195.44 196.24 0.0 Valid Immediate GOOD
• Smoothing: Window [214.52, 195.44, 196.24] -> Median: 196.24
• Monotonic Logic: Accepted Small Sustained Top-up Rise of 2.7L. Future confirms sustain (Continuous rising).
• Usage Rate: 0.0 L/d (flat, band 67.4L over 14.0d, 40 pts)
25/04/2026 19:51:23 196.24 195.44 0.0 Valid Immediate GOOD
• Smoothing: Window [195.44, 196.24, 177.55] -> Median: 195.44
• Monotonic Logic: Accepted Small Sustained Top-up Rise of 0.8L. Future confirms sustain (Continuous rising).
• Usage Rate: 0.0 L/d (flat, band 67.4L over 14.0d, 40 pts)
26/04/2026 01:51:22 177.55 195.44 0.0 Valid Immediate FAIR
• Smoothing: Window [196.24, 177.55, 151.06] -> Median: 177.55
• Monotonic Logic: Rejected small rise of 17.9L. Future plummeted back to baseline inside window (0.5d). Clamped to 195.4
• Usage Rate: 0.0 L/d (flat, band 66.7L over 14.0d, 40 pts)
26/04/2026 07:51:22 151.06 195.44 0.0 Valid Immediate FAIR
• Smoothing: Window [177.55, 151.06, 223.49] -> Median: 177.55
• Monotonic Logic: Rejected small rise of 17.9L. Future plummeted back to baseline inside window (0.2d). Clamped to 195.4
• Usage Rate: 0.0 L/d (flat, band 67.0L over 14.0d, 40 pts)
26/04/2026 13:51:21 223.49 195.44 0.0 Valid Immediate FAIR
• Smoothing: Window [151.06, 223.49, 192.71] -> Median: 192.71
• Monotonic Logic: Rejected small rise of 2.7L. Future plummeted back to baseline inside window (0.3d). Clamped to 195.4
• Usage Rate: 0.0 L/d (flat, band 66.0L over 14.0d, 40 pts)
26/04/2026 19:51:21 192.71 192.71 0.0 Valid Immediate GOOD
• Smoothing: Window [223.49, 192.71, 218.41] -> Median: 218.41
• Stability Filter: Median artifact detected. Rescued Raw Value (192.7L).
• Usage Rate: 0.0 L/d (flat, band 66.0L over 14.0d, 40 pts)
27/04/2026 01:51:21 218.41 192.71 0.0 Valid Immediate FAIR
• Smoothing: Window [192.71, 218.41, 167.80] -> Median: 192.71
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 66.0L over 14.0d, 40 pts)
27/04/2026 07:51:20 167.80 192.71 0.0 Valid Immediate FAIR
• Smoothing: Window [218.41, 167.80, 158.08] -> Median: 167.80
• Monotonic Logic: Rejected small rise of 24.9L. Future plummeted back to baseline inside window (0.5d). Clamped to 192.7
• Usage Rate: 0.0 L/d (flat, band 66.8L over 14.0d, 40 pts)
27/04/2026 13:51:20 158.08 192.71 0.0 Valid Immediate FAIR
• Smoothing: Window [167.80, 158.08, 216.47] -> Median: 167.80
• Monotonic Logic: Rejected small rise of 24.9L. Future plummeted back to baseline inside window (0.3d). Clamped to 192.7
• Usage Rate: 0.0 L/d (flat, band 67.6L over 14.0d, 40 pts)
27/04/2026 19:51:20 216.47 - - NOISE Rejected (Latency) POOR
• Smoothing: Window [158.08, 216.47, 215.68] -> Median: 215.68
• Stability Filter: Flagged Transient Drop (Ghost Drop). Future rebound returned near baseline in 1.7d after a short wobble. Returned to stable too quickly.
28/04/2026 01:51:18 215.68 - - NOISE Rejected (Latency) POOR
• Smoothing: Window [216.47, 215.68, 219.60] -> Median: 216.47
• Stability Filter: Flagged Transient Drop (Ghost Drop). Future rebound returned near baseline in 1.5d after a short wobble. Returned to stable too quickly.
28/04/2026 07:51:18 219.60 - - NOISE Rejected (Latency) POOR
• Smoothing: Window [215.68, 219.60, 206.75] -> Median: 215.68
• Stability Filter: Flagged Transient Drop (Ghost Drop). Future rebound returned near baseline in 1.2d after a short wobble. Returned to stable too quickly.
28/04/2026 13:51:18 206.75 - - NOISE Rejected (Latency) POOR
• Smoothing: Window [219.60, 206.75, 206.75] -> Median: 206.75
• Stability Filter: Flagged Transient Drop (Ghost Drop). Future rebound returned near baseline in 1.0d after a short wobble. Returned to stable too quickly.
28/04/2026 19:51:17 206.75 - - NOISE Rejected (Latency) POOR
• Smoothing: Window [206.75, 206.75, 177.55] -> Median: 206.75
• Stability Filter: Flagged Transient Drop (Ghost Drop). Future rebound returned near baseline in 0.7d after a short wobble. Returned to stable too quickly.
29/04/2026 01:51:16 177.55 192.71 0.0 Valid Immediate FAIR
• Smoothing: Window [206.75, 177.55, 152.24] -> Median: 177.55
• Monotonic Logic: Rejected small rise of 15.2L. Future plummeted back to baseline inside window (0.5d). Clamped to 192.7
• Usage Rate: 0.0 L/d (flat, band 66.4L over 14.0d, 36 pts)
29/04/2026 07:51:16 152.24 192.71 0.0 Valid Immediate FAIR
• Smoothing: Window [177.55, 152.24, 209.09] -> Median: 177.55
• Monotonic Logic: Rejected small rise of 15.2L. Future plummeted back to baseline inside window (0.3d). Clamped to 192.7
• Usage Rate: 0.0 L/d (flat, band 68.1L over 14.0d, 36 pts)
29/04/2026 13:51:16 209.09 198.58 0.0 Valid Immediate FAIR
• Smoothing: Window [152.24, 209.09, 198.58] -> Median: 198.58
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 0.0 L/d (flat, band 68.1L over 14.0d, 36 pts)
29/04/2026 19:51:15 198.58 209.09 0.0 Valid Immediate FAIR
• Smoothing: Window [209.09, 198.58, 215.32] -> Median: 209.09
• Stability Filter: Accepted drop. Future rebound returned near baseline, but only after 3.2d and 13 low points. Drop accepted as real usage.
• Usage Rate: 0.0 L/d (flat, band 68.1L over 14.0d, 36 pts)
30/04/2026 01:51:15 215.32 209.09 0.0 Valid Immediate FAIR
• Smoothing: Window [198.58, 215.32, 360.00] -> Median: 215.32
• Stability Filter: Clamped minor wobble drop of 6.2L back to stable level. Future rebound returned near baseline in 1.5d after a short wobble.
• Usage Rate: 0.0 L/d (flat, band 66.4L over 14.0d, 36 pts)
30/04/2026 07:51:14 360.00 - - NOISE Rejected (Latency) POOR
• Smoothing: Window [215.32, 360.00, 360.00] -> Median: 360.00 (Edge Protected)
• Stability Filter: Flagged Transient Drop (Ghost Drop). Future rebound returned near baseline in 1.2d after a short wobble. Returned to stable too quickly.
30/04/2026 13:51:14 163.12 163.12 0.0 Valid Immediate GOOD
• Smoothing: Window [163.12, 163.12, 158.87] -> Median: 163.12 (Edge Protected)
• Monotonic Logic: Accepted Small Sustained Top-up Rise of 46.0L. Future confirms sustain (Continuous rising).
• Usage Rate: 0.0 L/d (flat, band 68.1L over 14.0d, 35 pts)
30/04/2026 19:51:14 158.87 163.12 0.0 Valid Immediate FAIR
• Smoothing: Window [163.12, 158.87, 157.28] -> Median: 158.87
• Monotonic Logic: Rejected small rise of 4.2L. Future plummeted back to baseline inside window (0.7d). Clamped to 163.1
• Usage Rate: 0.0 L/d (flat, band 71.8L over 14.0d, 35 pts)
01/05/2026 01:51:13 157.28 163.12 0.0 Valid Immediate FAIR
• Smoothing: Window [158.87, 157.28, 156.53] -> Median: 157.28
• Monotonic Logic: Rejected small rise of 5.8L. Future plummeted back to baseline inside window (0.5d). Clamped to 163.1
• Usage Rate: 0.0 L/d (flat, band 73.0L over 14.0d, 35 pts)
01/05/2026 07:51:13 156.53 163.12 0.0 Valid Immediate FAIR
• Smoothing: Window [157.28, 156.53, 210.24] -> Median: 157.28
• Monotonic Logic: Rejected small rise of 5.8L. Future plummeted back to baseline inside window (0.2d). Clamped to 163.1
• Usage Rate: 0.0 L/d (flat, band 73.1L over 14.0d, 35 pts)
01/05/2026 13:51:12 210.24 210.24 0.0 Valid Immediate GOOD
• Smoothing: Window [156.53, 210.24, 217.66] -> Median: 210.24
• Stability Filter: Accepted drop. Future rebound returned near baseline, but only after 5.0d and 20 low points. Drop accepted as real usage.
• Usage Rate: 0.0 L/d (flat, band 72.9L over 14.0d, 35 pts)
01/05/2026 19:51:12 217.66 - - NOISE Rejected (Latency) POOR
• Smoothing: Window [210.24, 217.66, 231.26] -> Median: 217.66
• Stability Filter: Flagged Transient Drop (Ghost Drop). Future rebound returned near baseline in 0.5d after a short wobble. Returned to stable too quickly.
02/05/2026 01:51:11 231.26 - - NOISE Rejected (Latency) POOR
• Smoothing: Window [217.66, 231.26, 209.45] -> Median: 217.66
• Stability Filter: Flagged Transient Drop (Ghost Drop). Future rebound returned near baseline in 0.3d after a short wobble. Returned to stable too quickly.
02/05/2026 07:51:11 209.45 209.45 0.0 Valid Immediate GOOD
• Smoothing: Window [231.26, 209.45, 139.79] -> Median: 209.45
• Monotonic Logic: Accepted Small Sustained Top-up Rise of 0.8L. Future confirms sustain (Continuous rising).
• Usage Rate: 0.0 L/d (flat, band 60.4L over 14.0d, 33 pts)
02/05/2026 13:51:11 139.79 209.45 0.0 Valid Immediate FAIR
• Smoothing: Window [209.45, 139.79, 154.94] -> Median: 154.94
• Monotonic Logic: Rejected small rise of 54.5L. Future plummeted back to baseline inside window (0.5d). Clamped to 209.4
• Usage Rate: 0.0 L/d (flat, band 61.1L over 13.7d, 33 pts)
02/05/2026 19:51:10 154.94 209.45 0.0 Valid Immediate FAIR
• Smoothing: Window [139.79, 154.94, 201.67] -> Median: 154.94
• Monotonic Logic: Rejected small rise of 54.5L. Future plummeted back to baseline inside window (0.3d). Clamped to 209.4
• Usage Rate: 0.0 L/d (flat, band 62.1L over 14.0d, 34 pts)
03/05/2026 01:51:10 201.67 201.67 0.0 Valid Immediate GOOD
• Smoothing: Window [154.94, 201.67, 207.14] -> Median: 201.67
• Monotonic Logic: Accepted Small Sustained Top-up Rise of 7.8L. Future stepped down gradually (Valid Usage).
• Usage Rate: 0.0 L/d (flat, band 62.1L over 13.7d, 34 pts)
03/05/2026 07:51:09 207.14 207.14 0.0 Valid Immediate GOOD
• Smoothing: Window [201.67, 207.14, 213.37] -> Median: 207.14
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 0.0 L/d (flat, band 61.6L over 14.0d, 35 pts)
03/05/2026 13:51:08 213.37 210.24 0.0 Valid Immediate FAIR
• Smoothing: Window [207.14, 213.37, 210.24] -> Median: 210.24
• Stability Filter: Accepted drop. Future rebound returned near baseline, but only after 2.5d and 10 low points. Drop accepted as real usage.
• Usage Rate: 0.0 L/d (flat, band 59.0L over 14.0d, 35 pts)
03/05/2026 19:51:08 210.24 210.24 0.0 Valid Immediate GOOD
• Smoothing: Window [213.37, 210.24, 207.50] -> Median: 210.24
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 57.0L over 14.0d, 35 pts)
04/05/2026 01:51:07 207.50 210.24 0.0 Valid Immediate FAIR
• Smoothing: Window [210.24, 207.50, 211.79] -> Median: 210.24
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 57.0L over 14.0d, 35 pts)
04/05/2026 07:51:06 211.79 210.24 0.0 Valid Immediate GOOD
• Smoothing: Window [207.50, 211.79, 213.37] -> Median: 211.79
• Stability Filter: Clamped minor wobble drop of 1.5L back to stable level. Future rebound returned near baseline in 1.7d after a short wobble.
• Usage Rate: 0.0 L/d (flat, band 57.2L over 12.5d, 35 pts)
04/05/2026 13:51:06 213.37 210.24 0.0 Valid Immediate FAIR
• Smoothing: Window [211.79, 213.37, 207.14] -> Median: 211.79
• Stability Filter: Clamped minor wobble drop of 1.5L back to stable level. Future rebound returned near baseline in 1.5d after a short wobble.
• Usage Rate: 0.0 L/d (flat, band 57.6L over 12.7d, 36 pts)
04/05/2026 19:51:06 207.14 210.24 0.0 Valid Immediate FAIR
• Smoothing: Window [213.37, 207.14, 212.58] -> Median: 212.58
• Stability Filter: Clamped minor wobble drop of 2.3L back to stable level. Future rebound returned near baseline in 1.2d after a short wobble.
• Usage Rate: 0.0 L/d (flat, band 57.5L over 13.0d, 37 pts)
05/05/2026 01:51:05 212.58 210.24 0.0 Valid Immediate FAIR
• Smoothing: Window [207.14, 212.58, 212.98] -> Median: 212.58
• 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: 0.0 L/d (flat, band 57.3L over 13.2d, 38 pts)
05/05/2026 07:51:05 212.98 210.24 0.0 Valid Immediate FAIR
• Smoothing: Window [212.58, 212.98, 213.77] -> Median: 212.98
• Stability Filter: Clamped minor wobble drop of 2.7L back to stable level. Future rebound returned near baseline in 0.5d after a short wobble.
• Usage Rate: 0.0 L/d (flat, band 57.2L over 13.5d, 39 pts)
05/05/2026 13:51:05 213.77 210.24 0.0 Valid Immediate FAIR
• Smoothing: Window [212.98, 213.77, 211.43] -> Median: 212.98
• Stability Filter: Clamped minor wobble drop of 2.7L back to stable level. Future rebound returned near baseline in 0.2d after a short wobble.
• Usage Rate: 0.0 L/d (flat, band 57.0L over 13.7d, 40 pts)
05/05/2026 19:51:03 211.43 210.24 0.0 Valid Immediate GOOD
• Smoothing: Window [213.77, 211.43, 205.56] -> Median: 211.43
• Stability Filter: Clamped minor wobble drop of 1.2L back to stable level. Future rebound returned near baseline in 0.3d after a short wobble.
• Usage Rate: 0.0 L/d (flat, band 56.8L over 14.0d, 41 pts)
06/05/2026 01:51:03 205.56 207.50 0.0 Valid Immediate GOOD
• Smoothing: Window [211.43, 205.56, 207.50] -> Median: 207.50
• Monotonic Logic: Accepted Small Sustained Top-up Rise of 2.7L. Future confirms sustain (Continuous rising).
• Usage Rate: 0.0 L/d (flat, band 56.8L over 14.0d, 41 pts)
06/05/2026 07:51:02 207.50 205.56 0.0 Valid Immediate GOOD
• Smoothing: Window [205.56, 207.50, 163.51] -> Median: 205.56
• Monotonic Logic: Accepted Small Sustained Top-up Rise of 1.9L. Future confirms sustain (Continuous rising).
• Usage Rate: 0.0 L/d (flat, band 56.8L over 13.0d, 41 pts)
06/05/2026 13:51:02 163.51 163.51 0.0 Valid Immediate GOOD
• Smoothing: Window [207.50, 163.51, 158.87] -> Median: 163.51
• Monotonic Logic: Accepted Small Sustained Top-up Rise of 42.0L. Future confirms sustain (Continuous rising).
• Usage Rate: 0.0 L/d (flat, band 56.8L over 13.2d, 42 pts)
06/05/2026 19:51:02 158.87 163.51 0.0 Valid Immediate FAIR
• Smoothing: Window [163.51, 158.87, 158.47] -> Median: 158.87
• Monotonic Logic: Rejected small rise of 4.6L. Future plummeted back to baseline inside window (0.8d). Clamped to 163.5
• Usage Rate: 0.0 L/d (flat, band 56.7L over 13.5d, 43 pts)
07/05/2026 01:51:01 158.47 163.51 0.0 Valid Immediate FAIR
• Smoothing: Window [158.87, 158.47, 158.08] -> Median: 158.47
• Monotonic Logic: Rejected small rise of 5.0L. Future plummeted back to baseline inside window (0.5d). Clamped to 163.5
• Usage Rate: 0.0 L/d (flat, band 56.6L over 13.7d, 44 pts)
07/05/2026 07:51:01 158.08 163.51 0.0 Valid Immediate FAIR
• Smoothing: Window [158.47, 158.08, 210.64] -> Median: 158.47
• Monotonic Logic: Rejected small rise of 5.0L. Future plummeted back to baseline inside window (0.3d). Clamped to 163.5
• Usage Rate: 0.0 L/d (flat, band 56.5L over 14.0d, 45 pts)
07/05/2026 13:51:03 210.64 207.50 0.0 Valid Immediate FAIR
• Smoothing: Window [158.08, 210.64, 207.50] -> Median: 207.50
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 0.0 L/d (flat, band 56.5L over 13.5d, 45 pts)
07/05/2026 19:51:00 207.50 207.50 0.0 Valid Immediate GOOD
• Smoothing: Window [210.64, 207.50, 157.28] -> Median: 207.50
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 56.5L over 13.7d, 46 pts)
08/05/2026 01:51:00 157.28 207.50 0.0 Valid Immediate FAIR
• Smoothing: Window [207.50, 157.28, 211.79] -> Median: 207.50
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 56.4L over 14.0d, 47 pts)
08/05/2026 07:50:59 211.79 207.50 0.0 Valid Immediate FAIR
• Smoothing: Window [157.28, 211.79, 207.50] -> Median: 207.50
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 56.4L over 13.7d, 47 pts)
08/05/2026 13:50:59 207.50 207.50 0.0 Valid Immediate GOOD
• Smoothing: Window [211.79, 207.50, 202.07] -> Median: 207.50
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 56.3L over 14.0d, 48 pts)
08/05/2026 19:50:58 202.07 204.01 0.0 Valid Immediate GOOD
• Smoothing: Window [207.50, 202.07, 204.01] -> Median: 204.01
• Monotonic Logic: Accepted Small Sustained Top-up Rise of 3.5L. Future confirms sustain (Continuous rising).
• Usage Rate: 0.0 L/d (flat, band 56.3L over 14.0d, 48 pts)
09/05/2026 01:50:57 204.01 204.01 0.0 Valid Immediate GOOD
• Smoothing: Window [202.07, 204.01, 209.45] -> Median: 204.01
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 56.3L over 14.0d, 48 pts)
09/05/2026 07:50:58 209.45 204.01 0.0 Valid Immediate FAIR
• Smoothing: Window [204.01, 209.45, 202.07] -> Median: 204.01
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 56.3L over 13.7d, 48 pts)
09/05/2026 13:50:57 202.07 202.07 0.0 Valid Immediate GOOD
• Smoothing: Window [209.45, 202.07, 196.63] -> Median: 202.07
• Monotonic Logic: Accepted Small Sustained Top-up Rise of 1.9L. Future confirms sustain (Continuous rising).
• Usage Rate: 0.0 L/d (flat, band 56.2L over 14.0d, 49 pts)
09/05/2026 19:50:56 196.63 196.63 0.0 Valid Immediate GOOD
• Smoothing: Window [202.07, 196.63, 188.42] -> Median: 196.63
• Monotonic Logic: Accepted Small Sustained Top-up Rise of 5.4L. Future confirms sustain (Continuous rising).
• Usage Rate: 0.0 L/d (flat, band 56.2L over 14.0d, 49 pts)
10/05/2026 01:50:59 188.42 188.42 0.0 Valid Immediate GOOD
• Smoothing: Window [196.63, 188.42, 188.06] -> Median: 188.42
• Monotonic Logic: Accepted Small Sustained Top-up Rise of 8.2L. Future stepped down gradually (Valid Usage).
• Usage Rate: 0.0 L/d (flat, band 56.2L over 14.0d, 49 pts)
10/05/2026 07:50:56 188.06 188.42 0.0 Valid Immediate GOOD
• Smoothing: Window [188.42, 188.06, 195.44] -> Median: 188.42
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 56.2L over 14.0d, 49 pts)
10/05/2026 13:50:54 195.44 193.90 0.0 Valid Immediate GOOD
• Smoothing: Window [188.06, 195.44, 193.90] -> Median: 193.90
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 0.0 L/d (flat, band 56.1L over 14.0d, 49 pts)
10/05/2026 19:50:54 193.90 193.90 0.0 Valid Immediate GOOD
• Smoothing: Window [195.44, 193.90, 195.44] -> Median: 195.44
• Stability Filter: Median artifact detected. Rescued Raw Value (193.9L).
• Usage Rate: 0.0 L/d (flat, band 55.8L over 14.0d, 49 pts)
11/05/2026 01:50:54 195.44 193.90 0.0 Valid Immediate GOOD
• Smoothing: Window [193.90, 195.44, 189.22] -> Median: 193.90
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 55.8L over 14.0d, 49 pts)
11/05/2026 07:50:54 189.22 193.90 0.0 Valid Immediate FAIR
• Smoothing: Window [195.44, 189.22, 200.12] -> Median: 195.44
• Stability Filter: Clamped minor wobble drop of 1.5L back to stable level. Future rebound returned near baseline in 1.5d after a short wobble.
• Usage Rate: 0.0 L/d (flat, band 55.4L over 14.0d, 49 pts)
11/05/2026 13:50:53 200.12 193.90 0.0 Valid Immediate FAIR
• Smoothing: Window [189.22, 200.12, 201.28] -> Median: 200.12
• Stability Filter: Clamped minor wobble drop of 6.2L back to stable level. Future rebound returned near baseline in 1.2d after a short wobble.
• Usage Rate: 0.0 L/d (flat, band 55.4L over 14.0d, 49 pts)
11/05/2026 19:50:53 201.28 - - NOISE Rejected (Latency) POOR
• Smoothing: Window [200.12, 201.28, 202.46] -> Median: 201.28
• Stability Filter: Flagged Transient Drop (Ghost Drop). Future rebound returned near baseline in 0.7d after a short wobble. Returned to stable too quickly.
12/05/2026 01:50:52 202.46 - - NOISE Rejected (Latency) POOR
• Smoothing: Window [201.28, 202.46, 201.67] -> Median: 201.67
• Stability Filter: Flagged Transient Drop (Ghost Drop). Future rebound returned near baseline in 0.5d after a short wobble. Returned to stable too quickly.
12/05/2026 07:50:52 201.67 - - NOISE Rejected (Latency) POOR
• Smoothing: Window [202.46, 201.67, 191.95] -> Median: 201.67
• Stability Filter: Flagged Transient Drop (Ghost Drop). Future rebound returned near baseline in 0.2d after a short wobble. Returned to stable too quickly.
12/05/2026 13:50:51 191.95 191.95 0.0 Valid Immediate GOOD
• Smoothing: Window [201.67, 191.95, 197.39] -> Median: 197.39
• Stability Filter: Median artifact detected. Rescued Raw Value (192.0L).
• Usage Rate: 0.0 L/d (flat, band 55.4L over 13.5d, 49 pts)
12/05/2026 19:50:51 197.39 191.95 0.0 Valid Immediate FAIR
• Smoothing: Window [191.95, 197.39, 169.74] -> Median: 191.95
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 55.3L over 13.7d, 50 pts)
13/05/2026 01:50:50 169.74 197.39 0.0 Valid Immediate FAIR
• Smoothing: Window [197.39, 169.74, 212.18] -> Median: 197.39
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 0.0 L/d (flat, band 55.3L over 14.0d, 51 pts)
13/05/2026 07:50:49 212.18 212.18 0.0 Valid Immediate GOOD
• Smoothing: Window [169.74, 212.18, 219.20] -> Median: 212.18
• Stability Filter: Accepted drop. Future rebound returned near baseline, but only after 3.7d and 14 low points. Drop accepted as real usage.
• Usage Rate: 0.0 L/d (flat, band 55.3L over 14.0d, 51 pts)
13/05/2026 13:50:50 219.20 212.18 0.0 Valid Immediate FAIR
• Smoothing: Window [212.18, 219.20, 207.14] -> Median: 212.18
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 54.9L over 14.0d, 51 pts)
13/05/2026 19:50:49 207.14 212.18 0.0 Valid Immediate FAIR
• Smoothing: Window [219.20, 207.14, 172.08] -> Median: 207.14
• Monotonic Logic: Rejected small rise of 5.0L. Future plummeted back to baseline inside window (0.5d). Clamped to 212.2
• Usage Rate: 0.0 L/d (flat, band 54.9L over 14.0d, 51 pts)
14/05/2026 01:50:49 172.08 212.18 0.0 Valid Immediate FAIR
• Smoothing: Window [207.14, 172.08, 224.24] -> Median: 207.14
• Monotonic Logic: Rejected small rise of 5.0L. Future plummeted back to baseline inside window (0.2d). Clamped to 212.2
• Usage Rate: 0.0 L/d (flat, band 54.9L over 14.0d, 51 pts)
14/05/2026 07:50:48 224.24 - - NOISE Rejected (Latency) POOR
• Smoothing: Window [172.08, 224.24, 223.09] -> Median: 223.09
• Stability Filter: Flagged Transient Drop (Ghost Drop). Future rebound returned near baseline in 1.2d after a short wobble. Returned to stable too quickly.
14/05/2026 13:50:48 223.09 - - NOISE Rejected (Latency) POOR
• Smoothing: Window [224.24, 223.09, 218.81] -> Median: 223.09
• Stability Filter: Flagged Transient Drop (Ghost Drop). Future rebound returned near baseline in 1.0d after a short wobble. Returned to stable too quickly.
14/05/2026 19:50:47 218.81 218.81 0.0 Valid Immediate GOOD
• Smoothing: Window [223.09, 218.81, 242.96] -> Median: 223.09
• Stability Filter: Median artifact detected. Rescued Raw Value (218.8L).
• Usage Rate: 0.0 L/d (flat, band 55.0L over 14.0d, 50 pts)
15/05/2026 01:50:47 242.96 - - NOISE Rejected (Latency) POOR
• Smoothing: Window [218.81, 242.96, 360.00] -> Median: 242.96
• Stability Filter: Flagged Transient Drop (Ghost Drop). Future rebound returned near baseline in 0.5d after a short wobble. Returned to stable too quickly.
15/05/2026 07:50:47 360.00 - - NOISE Rejected (Latency) POOR
• Smoothing: Window [242.96, 360.00, 360.00] -> Median: 360.00 (Edge Protected)
• Stability Filter: Flagged Transient Drop (Ghost Drop). Future rebound returned near baseline in 0.2d after a short wobble. Returned to stable too quickly.
15/05/2026 13:50:46 215.68 215.68 0.0 Valid Immediate GOOD
• Smoothing: Window [215.68, 215.68, 213.77] -> Median: 215.68 (Edge Protected)
• Monotonic Logic: Accepted Small Sustained Top-up Rise of 3.1L. Future confirms sustain (Continuous rising).
• Usage Rate: 0.0 L/d (flat, band 54.6L over 14.0d, 48 pts)
15/05/2026 19:50:46 213.77 213.77 1.5 Valid Immediate GOOD
• Smoothing: Window [215.68, 213.77, 184.18] -> Median: 213.77
• Monotonic Logic: Accepted Small Sustained Top-up Rise of 1.9L. Future confirms sustain (Continuous rising).
• Usage Rate: 1.5 L/d (fill-step, band 54.7L over 13.5d, 48 pts)
16/05/2026 01:50:45 184.18 213.77 - NOISE Rejected (Latency) POOR
• Marked INVALID: NOISE_DIP
• Detected Noise Dip (Drop & Return). Delta: -29.6 < -18.0. Baseline Revert: Prev(213.8) vs Next(216.9) Diff: 3.1 < ReturnThreshold (3.6).
• Smoothing: Window [213.77, 184.18, 216.86] -> Median: 213.77
16/05/2026 07:50:45 216.86 213.37 1.4 Valid Immediate FAIR
• Smoothing: Window [184.18, 216.86, 213.37] -> Median: 213.37
• Monotonic Logic: Accepted Small Sustained Top-up Rise of 0.4L. Future confirms sustain (Continuous rising).
• Usage Rate: 1.4 L/d (fill-step, band 55.0L over 14.0d, 49 pts)
16/05/2026 13:50:44 213.37 213.37 0.0 Valid Immediate GOOD
• Smoothing: Window [216.86, 213.37, 211.79] -> Median: 213.37
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 55.0L over 14.0d, 49 pts)
16/05/2026 19:50:44 211.79 211.79 0.0 Valid Immediate GOOD
• Smoothing: Window [213.37, 211.79, 201.67] -> Median: 211.79
• Monotonic Logic: Accepted Small Sustained Top-up Rise of 1.6L. Future confirms sustain (Continuous rising).
• Usage Rate: 0.0 L/d (flat, band 51.2L over 14.0d, 49 pts)
17/05/2026 01:50:43 201.67 201.67 0.0 Valid Immediate GOOD
• Smoothing: Window [211.79, 201.67, 197.39] -> Median: 201.67
• Monotonic Logic: Accepted Small Sustained Top-up Rise of 10.1L. Future confirms sustain (Continuous rising).
• Usage Rate: 0.0 L/d (flat, band 45.3L over 14.0d, 49 pts)
17/05/2026 07:50:43 197.39 201.67 0.0 Valid Immediate FAIR
• Smoothing: Window [201.67, 197.39, 195.05] -> Median: 197.39
• Monotonic Logic: Rejected small rise of 4.3L. Future plummeted back to baseline inside window (2.2d). Clamped to 201.7
• Usage Rate: 0.0 L/d (flat, band 45.3L over 14.0d, 49 pts)
17/05/2026 13:50:42 195.05 201.67 0.0 Valid Immediate FAIR
• Smoothing: Window [197.39, 195.05, 194.69] -> Median: 195.05
• Monotonic Logic: Rejected small rise of 6.6L. Future plummeted back to baseline inside window (2.0d). Clamped to 201.7
• Usage Rate: 0.0 L/d (flat, band 45.3L over 14.0d, 49 pts)
17/05/2026 19:50:42 194.69 201.67 0.0 Valid Immediate FAIR
• Smoothing: Window [195.05, 194.69, 198.58] -> Median: 195.05
• Monotonic Logic: Rejected small rise of 6.6L. Future plummeted back to baseline inside window (1.7d). Clamped to 201.7
• Usage Rate: 0.0 L/d (flat, band 45.3L over 14.0d, 49 pts)
18/05/2026 01:50:42 198.58 201.67 0.0 Valid Immediate FAIR
• Smoothing: Window [194.69, 198.58, 200.12] -> Median: 198.58
• Monotonic Logic: Rejected small rise of 3.1L. Future plummeted back to baseline inside window (2.0d). Clamped to 201.7
• Usage Rate: 0.0 L/d (flat, band 45.3L over 14.0d, 49 pts)
18/05/2026 07:50:41 200.12 201.67 0.0 Valid Immediate GOOD
• Smoothing: Window [198.58, 200.12, 184.93] -> Median: 198.58
• Monotonic Logic: Rejected small rise of 3.1L. Future plummeted back to baseline inside window (1.7d). Clamped to 201.7
• Usage Rate: 0.0 L/d (flat, band 45.3L over 14.0d, 49 pts)
18/05/2026 13:50:40 184.93 201.67 0.0 Valid Immediate FAIR
• Smoothing: Window [200.12, 184.93, 196.99] -> Median: 196.99
• Monotonic Logic: Rejected small rise of 4.7L. Future plummeted back to baseline inside window (1.0d). Clamped to 201.7
• Usage Rate: 0.0 L/d (flat, band 45.3L over 14.0d, 49 pts)
18/05/2026 19:50:40 196.99 201.67 0.0 Valid Immediate FAIR
• Smoothing: Window [184.93, 196.99, 197.78] -> Median: 196.99
• Monotonic Logic: Rejected small rise of 4.7L. Future plummeted back to baseline inside window (0.7d). Clamped to 201.7
• Usage Rate: 0.0 L/d (flat, band 45.3L over 14.0d, 49 pts)
19/05/2026 01:50:40 197.78 201.67 0.0 Valid Immediate FAIR
• Smoothing: Window [196.99, 197.78, 216.47] -> Median: 197.78
• Monotonic Logic: Rejected small rise of 3.9L. Future plummeted back to baseline inside window (1.0d). Clamped to 201.7
• Usage Rate: 0.0 L/d (flat, band 45.3L over 14.0d, 49 pts)
19/05/2026 07:50:38 216.47 200.12 - NOISE Rejected (Latency) POOR
• Marked INVALID: NOISE_PEAK
• Detected Noise Peak. Delta: 18.7 > Threshold (18). Reverts to 200.1
• Smoothing: Window [197.78, 216.47, 200.12] -> Median: 200.12
19/05/2026 13:50:39 200.12 201.67 0.0 Valid Immediate GOOD
• Smoothing: Window [216.47, 200.12, 201.28] -> Median: 201.28
• Monotonic Logic: Rejected small rise of 0.4L. Future plummeted back to baseline inside window (1.7d). Clamped to 201.7
• Usage Rate: 0.0 L/d (flat, band 45.9L over 14.0d, 48 pts)
19/05/2026 19:50:38 201.28 201.67 0.0 Valid Immediate GOOD
• Smoothing: Window [200.12, 201.28, 203.62] -> Median: 201.28
• Monotonic Logic: Rejected small rise of 0.4L. Future plummeted back to baseline inside window (1.5d). Clamped to 201.7
• Usage Rate: 0.0 L/d (flat, band 45.6L over 14.0d, 48 pts)
20/05/2026 01:50:38 203.62 203.62 0.0 Valid Immediate GOOD
• Smoothing: Window [201.28, 203.62, 217.66] -> Median: 203.62
• Stability Filter: Accepted drop. Future rebound returned near baseline, but only after 2.5d and 10 low points. Drop accepted as real usage.
• Usage Rate: 0.0 L/d (flat, band 45.6L over 14.0d, 48 pts)
20/05/2026 07:50:37 217.66 203.62 0.0 Valid Immediate FAIR
• Smoothing: Window [203.62, 217.66, 202.46] -> Median: 203.62
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 46.5L over 14.0d, 48 pts)
20/05/2026 13:50:36 202.46 203.62 0.0 Valid Immediate GOOD
• Smoothing: Window [217.66, 202.46, 202.82] -> Median: 202.82
• Monotonic Logic: Rejected small rise of 0.8L. Future plummeted back to baseline inside window (0.7d). Clamped to 203.6
• Usage Rate: 0.0 L/d (flat, band 46.5L over 14.0d, 48 pts)
20/05/2026 19:50:35 202.82 203.62 0.0 Valid Immediate GOOD
• Smoothing: Window [202.46, 202.82, 207.50] -> Median: 202.82
• Monotonic Logic: Rejected small rise of 0.8L. Future plummeted back to baseline inside window (0.5d). Clamped to 203.6
• Usage Rate: 0.0 L/d (flat, band 43.0L over 14.0d, 48 pts)
21/05/2026 01:50:35 207.50 203.62 0.0 Valid Immediate FAIR
• Smoothing: Window [202.82, 207.50, 149.51] -> Median: 202.82
• Monotonic Logic: Rejected small rise of 0.8L. Future plummeted back to baseline inside window (0.3d). Clamped to 203.6
• Usage Rate: 0.0 L/d (flat, band 33.3L over 14.0d, 48 pts)
21/05/2026 07:50:35 149.51 - - NOISE Rejected (Latency) POOR
• Smoothing: Window [207.50, 149.51, 360.00] -> Median: 207.50
• Stability Filter: Flagged Transient Drop (Ghost Drop). Future rebound returned near baseline in 1.2d after a short wobble. Returned to stable too quickly.
21/05/2026 13:50:35 360.00 - - NOISE Rejected (Latency) POOR
• Smoothing: Window [149.51, 360.00, 360.00] -> Median: 360.00 (Edge Protected)
• Stability Filter: Flagged Transient Drop (Ghost Drop). Future rebound returned near baseline in 1.0d after a short wobble. Returned to stable too quickly.
21/05/2026 19:50:34 158.47 203.62 0.0 Valid Immediate FAIR
• Smoothing: Window [158.47, 158.47, 161.21] -> Median: 158.47 (Edge Protected)
• Monotonic Logic: Rejected small rise of 45.1L. Future plummeted back to baseline inside window (0.5d). Clamped to 203.6
• Usage Rate: 0.0 L/d (flat, band 28.2L over 14.0d, 46 pts)
22/05/2026 01:50:33 161.21 203.62 0.0 Valid Immediate FAIR
• Smoothing: Window [158.47, 161.21, 360.00] -> Median: 161.21
• Monotonic Logic: Rejected small rise of 42.4L. Future plummeted back to baseline inside window (0.3d). Clamped to 203.6
• Usage Rate: 0.0 L/d (flat, band 36.2L over 14.0d, 46 pts)
22/05/2026 07:50:33 360.00 - - NOISE Rejected (Latency) POOR
• Smoothing: Window [161.21, 360.00, 360.00] -> Median: 360.00 (Edge Protected)
• Stability Filter: Flagged Transient Drop (Ghost Drop). Future rebound returned near baseline in 0.3d after a short wobble. Returned to stable too quickly.
22/05/2026 13:50:33 201.28 203.62 0.0 Valid Immediate FAIR
• Smoothing: Window [201.28, 201.28, 204.01] -> Median: 201.28 (Edge Protected)
• Monotonic Logic: Rejected small rise of 2.3L. Future plummeted back to baseline inside window (1.0d). Clamped to 203.6
• Usage Rate: 0.0 L/d (flat, band 28.7L over 14.0d, 45 pts)
22/05/2026 19:50:32 204.01 203.62 0.0 Valid Immediate GOOD
• Smoothing: Window [201.28, 204.01, 201.28] -> Median: 201.28
• Monotonic Logic: Rejected small rise of 2.3L. Future plummeted back to baseline inside window (0.7d). Clamped to 203.6
• Usage Rate: 0.0 L/d (flat, band 28.7L over 14.0d, 45 pts)
23/05/2026 01:50:32 201.28 203.62 0.0 Valid Immediate FAIR
• Smoothing: Window [204.01, 201.28, 193.50] -> Median: 201.28
• Monotonic Logic: Rejected small rise of 2.3L. Future plummeted back to baseline inside window (0.5d). Clamped to 203.6
• Usage Rate: 0.0 L/d (flat, band 28.7L over 14.0d, 45 pts)
23/05/2026 07:50:32 193.50 203.62 0.0 Valid Immediate FAIR
• Smoothing: Window [201.28, 193.50, 360.00] -> Median: 201.28
• Monotonic Logic: Rejected small rise of 2.3L. Future plummeted back to baseline inside window (0.2d). Clamped to 203.6
• Usage Rate: 0.0 L/d (flat, band 28.7L over 14.0d, 45 pts)
23/05/2026 13:50:31 360.00 - - NOISE Rejected (Latency) POOR
• Smoothing: Window [193.50, 360.00, 360.00] -> Median: 360.00 (Edge Protected)
• Stability Filter: Flagged Transient Drop (Ghost Drop). Future rebound returned near baseline in 0.5d after a short wobble. Returned to stable too quickly.
23/05/2026 19:50:31 167.04 203.62 0.0 Valid Immediate FAIR
• Smoothing: Window [167.04, 167.04, 199.33] -> Median: 167.04 (Edge Protected)
• Monotonic Logic: Rejected small rise of 36.6L. Future plummeted back to baseline inside window (0.2d). Clamped to 203.6
• Usage Rate: 0.0 L/d (flat, band 39.2L over 14.0d, 44 pts)
24/05/2026 01:50:30 199.33 203.62 0.0 Valid Immediate FAIR
• Smoothing: Window [167.04, 199.33, 360.00] -> Median: 199.33
• Monotonic Logic: Rejected small rise of 4.3L. Future plummeted back to baseline inside window (0.3d). Clamped to 203.6
• Usage Rate: 0.0 L/d (flat, band 39.2L over 14.0d, 44 pts)
24/05/2026 07:50:30 360.00 - - NOISE Rejected (Latency) POOR
• Smoothing: Window [199.33, 360.00, 360.00] -> Median: 360.00
• Stability Filter: Flagged Transient Drop (Ghost Drop). Future rebound returned near baseline in 0.7d after a short wobble. Returned to stable too quickly.
24/05/2026 13:50:30 360.00 - - NOISE Rejected (Latency) POOR
• Smoothing: Window [360.00, 360.00, 360.00] -> Median: 360.00
• Stability Filter: Flagged Transient Drop (Ghost Drop). Future rebound returned near baseline in 0.5d after a short wobble. Returned to stable too quickly.
24/05/2026 19:50:29 360.00 - - NOISE Rejected (Latency) POOR
• Smoothing: Window [360.00, 360.00, 360.00] -> Median: 360.00 (Edge Protected)
• Stability Filter: Flagged Transient Drop (Ghost Drop). Future rebound returned near baseline in 0.3d after a short wobble. Returned to stable too quickly.
25/05/2026 01:50:29 196.63 196.63 0.0 Valid Immediate GOOD
• Smoothing: Window [196.63, 196.63, 197.78] -> Median: 196.63 (Edge Protected)
• Monotonic Logic: Accepted Small Sustained Top-up Rise of 7.0L. Future confirms sustain (Continuous rising).
• Usage Rate: 0.0 L/d (flat, band 43.6L over 14.0d, 41 pts)
25/05/2026 07:50:28 197.78 196.63 0.0 Valid Immediate GOOD
• Smoothing: Window [196.63, 197.78, 167.04] -> Median: 196.63
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 43.6L over 14.0d, 41 pts)
25/05/2026 13:50:27 167.04 196.63 0.0 Valid Immediate FAIR
• Smoothing: Window [197.78, 167.04, 189.61] -> Median: 189.61
• Monotonic Logic: Rejected small rise of 7.0L. Future plummeted back to baseline inside window (1.0d). Clamped to 196.6
• Usage Rate: 0.0 L/d (flat, band 45.9L over 14.0d, 41 pts)
25/05/2026 19:50:27 189.61 196.63 0.0 Valid Immediate FAIR
• Smoothing: Window [167.04, 189.61, 188.06] -> Median: 188.06
• Monotonic Logic: Rejected small rise of 8.6L. Future plummeted back to baseline inside window (0.7d). Clamped to 196.6
• Usage Rate: 0.0 L/d (flat, band 45.9L over 13.2d, 41 pts)
26/05/2026 01:50:27 188.06 196.63 0.0 Valid Immediate FAIR
• Smoothing: Window [189.61, 188.06, 173.27] -> Median: 188.06
• Monotonic Logic: Rejected small rise of 8.6L. Future plummeted back to baseline inside window (0.5d). Clamped to 196.6
• Usage Rate: 0.0 L/d (flat, band 45.5L over 13.5d, 42 pts)
26/05/2026 07:50:26 173.27 196.63 0.0 Valid Immediate FAIR
• Smoothing: Window [188.06, 173.27, 208.69] -> Median: 188.06
• Monotonic Logic: Rejected small rise of 8.6L. Future plummeted back to baseline inside window (0.3d). Clamped to 196.6
• Usage Rate: 0.0 L/d (flat, band 45.1L over 13.7d, 43 pts)
26/05/2026 13:50:26 208.69 - - NOISE Rejected (Latency) POOR
• Smoothing: Window [173.27, 208.69, 360.00] -> Median: 208.69
• Stability Filter: Flagged Transient Drop (Ghost Drop). Future rebound returned near baseline in 1.2d after a short wobble. Returned to stable too quickly.
26/05/2026 19:50:26 360.00 - - NOISE Rejected (Latency) POOR
• Smoothing: Window [208.69, 360.00, 360.00] -> Median: 360.00
• Stability Filter: Flagged Transient Drop (Ghost Drop). Future rebound returned near baseline in 1.0d after a short wobble. Returned to stable too quickly.
27/05/2026 01:50:25 360.00 - - NOISE Rejected (Latency) POOR
• Smoothing: Window [360.00, 360.00, 360.00] -> Median: 360.00
• Stability Filter: Flagged Transient Drop (Ghost Drop). Future rebound returned near baseline in 0.7d after a short wobble. Returned to stable too quickly.
27/05/2026 07:50:24 360.00 - - NOISE Rejected (Latency) POOR
• Smoothing: Window [360.00, 360.00, 360.00] -> Median: 360.00
• Stability Filter: Flagged Transient Drop (Ghost Drop). Future rebound returned near baseline in 0.5d after a short wobble. Returned to stable too quickly.
27/05/2026 13:50:24 360.00 - - NOISE Rejected (Latency) POOR
• Smoothing: Window [360.00, 360.00, 360.00] -> Median: 360.00 (Edge Protected)
• Stability Filter: Flagged Transient Drop (Ghost Drop). Future rebound returned near baseline in 0.3d after a short wobble. Returned to stable too quickly.
27/05/2026 19:50:24 193.10 196.63 0.0 Valid Immediate FAIR
• Smoothing: Window [193.10, 193.10, 197.39] -> Median: 193.10 (Edge Protected)
• Monotonic Logic: Rejected small rise of 3.5L. Future plummeted back to baseline inside window (0.2d). Clamped to 196.6
• Usage Rate: 0.0 L/d (flat, band 43.1L over 14.0d, 39 pts)
28/05/2026 01:50:23 197.39 196.63 0.0 Valid Immediate GOOD
• Smoothing: Window [193.10, 197.39, 216.07] -> Median: 197.39
• Stability Filter: Clamped minor wobble drop of 0.8L back to stable level. Future rebound returned near baseline in 0.5d after a short wobble.
• Usage Rate: 0.0 L/d (flat, band 43.1L over 14.0d, 39 pts)
28/05/2026 07:50:26 216.07 - - NOISE Rejected (Latency) POOR
• Smoothing: Window [197.39, 216.07, 165.85] -> Median: 197.39
• Stability Filter: Flagged Transient Drop (Ghost Drop). Future rebound returned near baseline in 0.2d after a short wobble. Returned to stable too quickly.
28/05/2026 13:50:23 165.85 196.63 0.0 Valid Immediate FAIR
• Smoothing: Window [216.07, 165.85, 190.76] -> Median: 190.76
• Monotonic Logic: Rejected small rise of 5.9L. Future plummeted back to baseline inside window (0.5d). Clamped to 196.6
• Usage Rate: 0.0 L/d (flat, band 47.1L over 13.7d, 39 pts)
28/05/2026 19:50:22 190.76 196.63 0.0 Valid Immediate FAIR
• Smoothing: Window [165.85, 190.76, 221.90] -> Median: 190.76
• Monotonic Logic: Rejected small rise of 5.9L. Future plummeted back to baseline inside window (0.3d). Clamped to 196.6
• Usage Rate: 0.0 L/d (flat, band 46.9L over 14.0d, 40 pts)
29/05/2026 01:50:22 221.90 - - NOISE Rejected (Latency) POOR
• Smoothing: Window [190.76, 221.90, 219.20] -> Median: 219.20
• Stability Filter: Flagged Transient Drop (Ghost Drop). Future rebound returned near baseline in 1.5d after a short wobble. Returned to stable too quickly.
29/05/2026 07:50:21 219.20 - - NOISE Rejected (Latency) POOR
• Smoothing: Window [221.90, 219.20, 204.80] -> Median: 219.20
• Stability Filter: Flagged Transient Drop (Ghost Drop). Future rebound returned near baseline in 1.2d after a short wobble. Returned to stable too quickly.
29/05/2026 13:50:21 204.80 204.80 0.0 Valid Immediate GOOD
• Smoothing: Window [219.20, 204.80, 208.69] -> Median: 208.69
• Stability Filter: Median artifact detected. Rescued Raw Value (204.8L).
• Usage Rate: 0.0 L/d (flat, band 46.4L over 14.0d, 40 pts)
29/05/2026 19:50:21 208.69 204.80 0.0 Valid Immediate FAIR
• Smoothing: Window [204.80, 208.69, 218.02] -> Median: 208.69
• Stability Filter: Clamped minor wobble drop of 3.9L back to stable level. Future rebound returned near baseline in 1.0d after a short wobble.
• Usage Rate: 0.0 L/d (flat, band 44.9L over 14.0d, 40 pts)
30/05/2026 01:50:20 218.02 - - NOISE Rejected (Latency) POOR
• Smoothing: Window [208.69, 218.02, 360.00] -> Median: 218.02
• Stability Filter: Flagged Transient Drop (Ghost Drop). Future rebound returned near baseline in 0.7d after a short wobble. Returned to stable too quickly.
30/05/2026 07:50:19 360.00 - - NOISE Rejected (Latency) POOR
• Smoothing: Window [218.02, 360.00, 360.00] -> Median: 360.00 (Edge Protected)
• Stability Filter: Flagged Transient Drop (Ghost Drop). Future rebound returned near baseline in 0.5d after a short wobble. Returned to stable too quickly.
30/05/2026 13:50:19 197.39 197.39 0.0 Valid Immediate GOOD
• Smoothing: Window [197.39, 197.39, 206.35] -> Median: 197.39 (Edge Protected)
• Monotonic Logic: Accepted Small Sustained Top-up Rise of 7.4L. Future stepped down gradually (Valid Usage).
• Usage Rate: 0.0 L/d (flat, band 40.7L over 14.0d, 39 pts)
30/05/2026 19:50:19 206.35 - - NOISE Rejected (Latency) POOR
• Smoothing: Window [197.39, 206.35, 201.67] -> Median: 201.67
• Stability Filter: Flagged Transient Drop (Ghost Drop). Future rebound returned near baseline in 1.5d after a short wobble. Returned to stable too quickly.
31/05/2026 01:50:19 201.67 201.67 0.0 Valid Immediate GOOD
• Smoothing: Window [206.35, 201.67, 219.20] -> Median: 206.35
• Stability Filter: Median artifact detected. Rescued Raw Value (201.7L).
• Usage Rate: 0.0 L/d (flat, band 37.2L over 14.0d, 38 pts)
31/05/2026 07:50:18 219.20 - - NOISE Rejected (Latency) POOR
• Smoothing: Window [201.67, 219.20, 249.19] -> Median: 219.20
• Stability Filter: Flagged Transient Drop (Ghost Drop). Future rebound returned near baseline in 1.0d after a short wobble. Returned to stable too quickly.
31/05/2026 13:50:20 249.19 - - NOISE Rejected (Latency) POOR
• Smoothing: Window [219.20, 249.19, 224.64] -> Median: 224.64
• Stability Filter: Flagged Transient Drop (Ghost Drop). Future rebound returned near baseline in 0.7d after a short wobble. Returned to stable too quickly.
31/05/2026 19:50:17 224.64 - - NOISE Rejected (Latency) POOR
• Smoothing: Window [249.19, 224.64, 196.63] -> Median: 224.64
• Stability Filter: Flagged Transient Drop (Ghost Drop). Future rebound returned near baseline in 0.5d after a short wobble. Returned to stable too quickly.
01/06/2026 01:50:16 196.63 222.70 - NOISE Rejected (Latency) POOR
• Marked INVALID: NOISE_DIP
• Detected Noise Dip (Drop & Return). Delta: -28.0 < -18.0. Baseline Revert: Prev(224.6) vs Next(222.7) Diff: 1.9 < ReturnThreshold (3.6).
• Smoothing: Window [224.64, 196.63, 222.70] -> Median: 222.70
01/06/2026 07:50:16 222.70 201.67 0.0 Valid Immediate FAIR
• Smoothing: Window [196.63, 222.70, 191.16] -> Median: 196.63
• Monotonic Logic: Rejected small rise of 5.0L. Future plummeted back to baseline inside window (0.3d). Clamped to 201.7
• Usage Rate: 0.0 L/d (flat, band 39.7L over 14.0d, 34 pts)
01/06/2026 13:50:16 191.16 - - NOISE Rejected (Latency) POOR
• Smoothing: Window [222.70, 191.16, 243.32] -> Median: 222.70
• Stability Filter: Flagged Transient Drop (Ghost Drop). Future rebound returned near baseline in 1.2d after a short wobble. Returned to stable too quickly.
01/06/2026 19:50:16 243.32 - - NOISE Rejected (Latency) POOR
• Smoothing: Window [191.16, 243.32, 234.00] -> Median: 234.00
• Stability Filter: Flagged Transient Drop (Ghost Drop). Future rebound returned near baseline in 1.0d after a short wobble. Returned to stable too quickly.
02/06/2026 01:50:15 234.00 - - NOISE Rejected (Latency) POOR
• Smoothing: Window [243.32, 234.00, 144.04] -> Median: 234.00
• Stability Filter: Flagged Transient Drop (Ghost Drop). Future rebound returned near baseline in 0.7d after a short wobble. Returned to stable too quickly.
02/06/2026 07:50:14 144.04 201.67 0.0 Valid Immediate FAIR
• Smoothing: Window [234.00, 144.04, 147.17] -> Median: 147.17
• Monotonic Logic: Rejected small rise of 54.5L. Future plummeted back to baseline inside window (0.5d). Clamped to 201.7
• Usage Rate: 0.0 L/d (flat, band 41.7L over 13.7d, 31 pts)
02/06/2026 13:50:13 147.17 201.67 0.0 Valid Immediate FAIR
• Smoothing: Window [144.04, 147.17, 235.94] -> Median: 147.17
• Monotonic Logic: Rejected small rise of 54.5L. Future plummeted back to baseline inside window (0.3d). Clamped to 201.7
• Usage Rate: 0.0 L/d (flat, band 45.6L over 14.0d, 32 pts)
02/06/2026 19:50:13 235.94 201.67 0.0 Valid Immediate FAIR
• Smoothing: Window [147.17, 235.94, 198.58] -> Median: 198.58
• Monotonic Logic: Rejected small rise of 3.1L. Future plummeted back to baseline inside window (0.5d). Clamped to 201.7
• Usage Rate: 0.0 L/d (flat, band 46.9L over 14.0d, 32 pts)
03/06/2026 01:50:12 198.58 235.94 - NOISE Rejected (Latency) POOR
• Marked INVALID: NOISE_DIP
• Detected Noise Dip (Drop & Return). Delta: -37.4 < -18.0. Baseline Revert: Prev(235.9) vs Next(235.9) Diff: 0.0 < ReturnThreshold (3.6).
• Smoothing: Window [235.94, 198.58, 235.94] -> Median: 235.94
03/06/2026 07:50:12 235.94 235.94 0.0 Valid Immediate GOOD
• Smoothing: Window [198.58, 235.94, 360.00] -> Median: 235.94
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 0.0 L/d (flat, band 56.4L over 14.0d, 31 pts)
03/06/2026 13:50:12 360.00 360.00 4.5 Threshold Alert Immediate GOOD
• Smoothing: Window [235.94, 360.00, 360.00] -> Median: 360.00
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Event: SUDDEN_RISE detected. Drop 124.1L in 6.0h (20.7 L/h).
• Event: Tank Level above 80% (360L > 288L).
• Usage Rate: 4.5 L/d (fill-step, band 61.5L over 14.0d, 31 pts)
03/06/2026 19:50:11 360.00 360.00 0.0 Valid Immediate GOOD
• Smoothing: Window [360.00, 360.00, 360.00] -> Median: 360.00
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 74.7L over 14.0d, 31 pts)
04/06/2026 01:50:11 360.00 360.00 6.9 Valid Immediate GOOD
• Smoothing: Window [360.00, 360.00, 360.00] -> Median: 360.00
• Stability Filter: No change in volume.
• Usage Rate: 6.9 L/d (fill-slow, band 74.7L over 14.0d, 31 pts)
04/06/2026 07:50:10 360.00 360.00 0.0 Valid Immediate GOOD
• Smoothing: Window [360.00, 360.00, 360.00] -> Median: 360.00
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 198.8L over 13.5d, 31 pts)
04/06/2026 13:50:10 360.00 360.00 0.0 Valid Immediate GOOD
• Smoothing: Window [360.00, 360.00, 360.00] -> Median: 360.00
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 198.3L over 13.7d, 32 pts)
04/06/2026 19:50:09 360.00 360.00 0.0 Valid Immediate GOOD
• Smoothing: Window [360.00, 360.00, 360.00] -> Median: 360.00
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 197.9L over 14.0d, 33 pts)
05/06/2026 01:50:09 360.00 360.00 0.0 Valid Immediate GOOD
• Smoothing: Window [360.00, 360.00, 360.00] -> Median: 360.00
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 193.9L over 14.0d, 33 pts)
05/06/2026 07:50:09 360.00 360.00 0.0 Valid Immediate GOOD
• Smoothing: Window [360.00, 360.00, 360.00] -> Median: 360.00
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 193.0L over 13.7d, 33 pts)
05/06/2026 13:50:08 360.00 360.00 0.0 Valid Immediate GOOD
• Smoothing: Window [360.00, 360.00, 360.00] -> Median: 360.00
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 193.0L over 14.0d, 34 pts)
05/06/2026 19:50:07 360.00 360.00 0.0 Valid Immediate GOOD
• Smoothing: Window [360.00, 360.00, 360.00] -> Median: 360.00
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 193.0L over 14.0d, 34 pts)