Tank Readings Analysis

Offline Fixture Replay
Sample S048 for tank C75149
Oil Tank Warehouse · Simon
Matches expected baseline
baseline
Sampling Class SEMI_SPARSE
Data Health 94.6%
Usage Rate (L/day) 4.4
Days Remaining 149
Weekly Consumption 36.6 L/week 11 reportable weeks / 13
Points Processed
Raw: 166
Deduped: 0

Pipeline Output (Litres)

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

Weekly Consumption Report

Average 36.6 L/week · Median 36.0 L/week · Coverage 85%
Sampling SEMI_SPARSE
Data Health 94.6%
Bars are shown only for weeks with enough clean coverage. Missing or unreliable weeks are left blank.

Detected Events

Time Type Delta (L)
Mar 10 16:32 TOPUP 528
Mar 04 01:32 LOW_LEVEL 288L (25%)
Feb 16 21:32 FLATLINE_END 11 pts
Feb 09 05:32 FLATLINE_START 10 pts

Pipeline Trace

[Pipeline] Starting Pipeline execution...
[StageIngestSnapshot] Loaded 166 snapshot readings.
[StageValidate] Validation complete. Invalidated: 0
[StageDedup] Removed 0 duplicates.
[StageGapAnalysis] Median Interval: 10.0h, Max Gap: 44.0h. Class: SEMI_SPARSE
[StageNoise] Applied smoothing to 166 points.
[StageNoise] Applied Monotonic + Stability Filter. Clamped 14 points.
[StageMetrics] Calculated per-point usage rates.
[StageMetrics] Set Global Usage Rate to LATEST: 4.44 L/day.
[StageMetrics] Health Score: 94.6% (Good: 136, Fair: 30, Poor: 0)
[StageVisuals] Generated series. Raw: 166, Smooth: 166
[Pipeline] Pipeline completed in 3.75ms

Weekly Consumption Data Used

This table shows the exact weekly windows and start/end smoothed volumes used for the weekly report. Weeks with top-ups, drops, noise, or weak coverage are kept for audit but excluded from the chart values.
Week Week Range Data Used Start (L) End (L) Net Change (L) Consumption (L) Readings Span (days) Max Gap (h) Status Checks
2026-W02 05 Jan - 11 Jan 2026 06 Jan 21:32 - 11 Jan 15:32 636.0 600.0 -36.0 36.0 10 4.8 22.0 INSUFFICIENT Issue: Late Week Start
2026-W03 12 Jan - 18 Jan 2026 12 Jan 01:32 - 18 Jan 21:32 600.0 564.0 -36.0 36.0 11 6.8 26.0 OK None
2026-W04 19 Jan - 25 Jan 2026 19 Jan 05:32 - 25 Jan 23:32 552.0 504.0 -48.0 48.0 12 6.8 32.0 OK None
2026-W05 26 Jan - 01 Feb 2026 26 Jan 21:32 - 01 Feb 23:32 504.0 468.0 -36.0 36.0 11 6.1 24.0 OK None
2026-W06 02 Feb - 08 Feb 2026 02 Feb 19:32 - 08 Feb 21:32 468.0 420.0 -48.0 48.0 10 6.1 28.0 OK None
2026-W07 09 Feb - 15 Feb 2026 09 Feb 05:32 - 15 Feb 21:32 408.0 408.0 0.0 0.0 9 6.7 38.0 OK None
2026-W08 16 Feb - 22 Feb 2026 16 Feb 05:32 - 22 Feb 21:32 408.0 348.0 -60.0 60.0 17 6.7 20.0 OK None
2026-W09 23 Feb - 01 Mar 2026 23 Feb 05:32 - 01 Mar 23:32 348.0 300.0 -48.0 48.0 14 6.8 22.0 OK None
2026-W10 02 Mar - 08 Mar 2026 02 Mar 17:25 - 08 Mar 17:32 300.0 264.0 -36.0 36.0 14 6.0 22.0 OK None
2026-W11 09 Mar - 15 Mar 2026 09 Mar 01:32 - 15 Mar 23:32 264.0 756.0 492.0 0.0 16 6.9 22.0 INSUFFICIENT Issue: Event In Week
2026-W12 16 Mar - 22 Mar 2026 16 Mar 21:32 - 22 Mar 19:32 756.0 718.3 -37.7 37.7 14 5.9 20.0 OK None
2026-W13 23 Mar - 29 Mar 2026 23 Mar 03:32 - 29 Mar 19:32 718.3 699.2 -19.1 19.1 11 6.7 44.0 OK Warning: Internal Gap Warning
2026-W14 30 Mar - 05 Apr 2026 30 Mar 03:32 - 05 Apr 23:32 694.4 660.2 -34.2 34.2 17 6.8 16.0 OK None

Detailed Reading Analysis

Timestamp Raw (L) Smooth (L) Rate (L/d) Status Decision Speed Health Analysis Log
06/01/2026 21:32:28 636.00 636.00 - Valid Immediate GOOD
• Smoothing: Window [636.00, 636.00, 636.00] -> Median: 636.00
• Usage Rate: No suitable anchor found in 28 days.
07/01/2026 05:32:28 636.00 636.00 - Valid Immediate GOOD
• Smoothing: Window [636.00, 636.00, 624.00] -> Median: 636.00
• Stability Filter: No change in volume.
• Usage Rate: No suitable anchor found in 28 days.
07/01/2026 23:32:28 624.00 624.00 - Valid Immediate GOOD
• Smoothing: Window [636.00, 624.00, 612.00] -> Median: 624.00
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: No suitable anchor found in 28 days.
08/01/2026 21:32:28 612.00 612.00 - Valid Immediate GOOD
• Smoothing: Window [624.00, 612.00, 612.00] -> Median: 612.00
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: No suitable anchor found in 28 days.
09/01/2026 05:32:28 612.00 612.00 12.0 Valid Immediate GOOD
• Smoothing: Window [612.00, 612.00, 600.00] -> Median: 612.00
• Stability Filter: No change in volume.
• Usage Rate: 12.0 L/d (Window: 2.0 days, Lookback: 14d, Anchor: 2026-01-07 05:32:28)
09/01/2026 23:32:28 600.00 600.00 13.1 Valid Immediate GOOD
• Smoothing: Window [612.00, 600.00, 588.00] -> Median: 600.00
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 13.1 L/d (Window: 2.8 days, Lookback: 14d, Anchor: 2026-01-07 05:32:28)
10/01/2026 07:32:28 588.00 600.00 11.7 Valid Immediate FAIR
• Smoothing: Window [600.00, 588.00, 588.00] -> Median: 588.00
• Stability Filter: Clamped minor wobble drop of 12.0L back to stable level. Future rebound returned near baseline in 1.8d after a short wobble.
• Usage Rate: 11.7 L/d (Window: 3.1 days, Lookback: 14d, Anchor: 2026-01-07 05:32:28)
10/01/2026 13:32:28 588.00 600.00 10.8 Valid Immediate FAIR
• Smoothing: Window [588.00, 588.00, 576.00] -> Median: 588.00
• Stability Filter: Clamped minor wobble drop of 12.0L back to stable level. Future rebound returned near baseline in 1.5d after a short wobble.
• Usage Rate: 10.8 L/d (Window: 3.3 days, Lookback: 14d, Anchor: 2026-01-07 05:32:28)
11/01/2026 07:32:28 576.00 600.00 8.8 Valid Immediate FAIR
• Smoothing: Window [588.00, 576.00, 600.00] -> Median: 588.00
• Stability Filter: Clamped minor wobble drop of 12.0L back to stable level. Future rebound returned near baseline in 0.8d after a short wobble.
• Usage Rate: 8.8 L/d (Window: 4.1 days, Lookback: 14d, Anchor: 2026-01-07 05:32:28)
11/01/2026 15:32:28 600.00 600.00 8.2 Valid Immediate GOOD
• Smoothing: Window [576.00, 600.00, 588.00] -> Median: 588.00
• Stability Filter: Median artifact detected. Rescued Raw Value (600.0L).
• Usage Rate: 8.2 L/d (Window: 4.4 days, Lookback: 14d, Anchor: 2026-01-07 05:32:28)
12/01/2026 01:32:28 588.00 600.00 7.4 Valid Immediate FAIR
• Smoothing: Window [600.00, 588.00, 600.00] -> Median: 600.00
• Stability Filter: No change in volume.
• Usage Rate: 7.4 L/d (Window: 4.8 days, Lookback: 14d, Anchor: 2026-01-07 05:32:28)
12/01/2026 19:32:28 600.00 600.00 6.4 Valid Immediate GOOD
• Smoothing: Window [588.00, 600.00, 588.00] -> Median: 588.00
• Stability Filter: Median artifact detected. Rescued Raw Value (600.0L).
• Usage Rate: 6.4 L/d (Window: 5.6 days, Lookback: 14d, Anchor: 2026-01-07 05:32:28)
13/01/2026 03:32:28 588.00 600.00 6.1 Valid Immediate FAIR
• Smoothing: Window [600.00, 588.00, 600.00] -> Median: 600.00
• Stability Filter: No change in volume.
• Usage Rate: 6.1 L/d (Window: 5.9 days, Lookback: 14d, Anchor: 2026-01-07 05:32:28)
13/01/2026 23:32:28 600.00 588.00 7.1 Valid Immediate FAIR
• Smoothing: Window [588.00, 600.00, 588.00] -> Median: 588.00
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 7.1 L/d (Window: 6.8 days, Lookback: 14d, Anchor: 2026-01-07 05:32:28)
14/01/2026 23:32:28 588.00 588.00 6.2 Valid Immediate GOOD
• Smoothing: Window [600.00, 588.00, 588.00] -> Median: 588.00
• Stability Filter: No change in volume.
• Usage Rate: 6.2 L/d (Window: 7.8 days, Lookback: 14d, Anchor: 2026-01-07 05:32:28)
15/01/2026 19:32:28 588.00 588.00 5.6 Valid Immediate GOOD
• Smoothing: Window [588.00, 588.00, 588.00] -> Median: 588.00
• Stability Filter: No change in volume.
• Usage Rate: 5.6 L/d (Window: 8.6 days, Lookback: 14d, Anchor: 2026-01-07 05:32:28)
16/01/2026 03:32:28 588.00 588.00 5.4 Valid Immediate GOOD
• Smoothing: Window [588.00, 588.00, 588.00] -> Median: 588.00
• Stability Filter: No change in volume.
• Usage Rate: 5.4 L/d (Window: 8.9 days, Lookback: 14d, Anchor: 2026-01-07 05:32:28)
16/01/2026 23:32:28 588.00 588.00 4.9 Valid Immediate GOOD
• Smoothing: Window [588.00, 588.00, 564.00] -> Median: 588.00
• Stability Filter: No change in volume.
• Usage Rate: 4.9 L/d (Window: 9.8 days, Lookback: 14d, Anchor: 2026-01-07 05:32:28)
18/01/2026 01:32:28 564.00 576.00 5.5 Valid Immediate FAIR
• Smoothing: Window [588.00, 564.00, 576.00] -> Median: 576.00
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 5.5 L/d (Window: 10.8 days, Lookback: 14d, Anchor: 2026-01-07 05:32:28)
18/01/2026 11:32:28 576.00 564.00 6.4 Valid Immediate FAIR
• Smoothing: Window [564.00, 576.00, 552.00] -> Median: 564.00
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 6.4 L/d (Window: 11.3 days, Lookback: 14d, Anchor: 2026-01-07 05:32:28)
18/01/2026 21:32:28 552.00 564.00 6.2 Valid Immediate FAIR
• Smoothing: Window [576.00, 552.00, 564.00] -> Median: 564.00
• Stability Filter: No change in volume.
• Usage Rate: 6.2 L/d (Window: 11.7 days, Lookback: 14d, Anchor: 2026-01-07 05:32:28)
19/01/2026 05:32:28 564.00 552.00 7.0 Valid Immediate FAIR
• Smoothing: Window [552.00, 564.00, 552.00] -> Median: 552.00
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 7.0 L/d (Window: 12.0 days, Lookback: 14d, Anchor: 2026-01-07 05:32:28)
19/01/2026 17:32:28 552.00 552.00 6.7 Valid Immediate GOOD
• Smoothing: Window [564.00, 552.00, 540.00] -> Median: 552.00
• Stability Filter: No change in volume.
• Usage Rate: 6.7 L/d (Window: 12.5 days, Lookback: 14d, Anchor: 2026-01-07 05:32:28)
20/01/2026 01:32:28 540.00 540.00 7.5 Valid Immediate GOOD
• Smoothing: Window [552.00, 540.00, 528.00] -> Median: 540.00
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 7.5 L/d (Window: 12.8 days, Lookback: 14d, Anchor: 2026-01-07 05:32:28)
20/01/2026 23:32:28 528.00 528.00 7.9 Valid Immediate GOOD
• Smoothing: Window [540.00, 528.00, 516.00] -> Median: 528.00
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 7.9 L/d (Window: 13.8 days, Lookback: 14d, Anchor: 2026-01-07 05:32:28)
21/01/2026 17:32:28 516.00 528.00 7.0 Valid Immediate FAIR
• Smoothing: Window [528.00, 516.00, 540.00] -> Median: 528.00
• Stability Filter: No change in volume.
• Usage Rate: 7.0 L/d (Window: 13.8 days, Lookback: 14d, Anchor: 2026-01-07 23:32:28)
22/01/2026 01:32:28 540.00 516.00 7.5 Valid Immediate FAIR
• Smoothing: Window [516.00, 540.00, 516.00] -> Median: 516.00
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 7.5 L/d (Window: 12.8 days, Lookback: 14d, Anchor: 2026-01-09 05:32:28)
22/01/2026 23:32:28 516.00 516.00 7.0 Valid Immediate GOOD
• Smoothing: Window [540.00, 516.00, 516.00] -> Median: 516.00
• Stability Filter: No change in volume.
• Usage Rate: 7.0 L/d (Window: 13.8 days, Lookback: 14d, Anchor: 2026-01-09 05:32:28)
24/01/2026 07:32:28 516.00 516.00 7.5 Valid Immediate GOOD
• Smoothing: Window [516.00, 516.00, 516.00] -> Median: 516.00
• Stability Filter: No change in volume.
• Usage Rate: 7.5 L/d (Window: 11.2 days, Lookback: 14d, Anchor: 2026-01-13 03:32:28)
24/01/2026 15:32:28 516.00 516.00 7.3 Valid Immediate GOOD
• Smoothing: Window [516.00, 516.00, 504.00] -> Median: 516.00
• Stability Filter: No change in volume.
• Usage Rate: 7.3 L/d (Window: 11.5 days, Lookback: 14d, Anchor: 2026-01-13 03:32:28)
25/01/2026 01:32:28 504.00 504.00 8.1 Valid Immediate GOOD
• Smoothing: Window [516.00, 504.00, 504.00] -> Median: 504.00
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 8.1 L/d (Window: 11.9 days, Lookback: 14d, Anchor: 2026-01-13 03:32:28)
25/01/2026 09:32:28 504.00 504.00 7.8 Valid Immediate GOOD
• Smoothing: Window [504.00, 504.00, 504.00] -> Median: 504.00
• Stability Filter: No change in volume.
• Usage Rate: 7.8 L/d (Window: 12.3 days, Lookback: 14d, Anchor: 2026-01-13 03:32:28)
25/01/2026 23:32:28 504.00 504.00 7.5 Valid Immediate GOOD
• Smoothing: Window [504.00, 504.00, 516.00] -> Median: 504.00
• Stability Filter: No change in volume.
• Usage Rate: 7.5 L/d (Window: 12.8 days, Lookback: 14d, Anchor: 2026-01-13 03:32:28)
26/01/2026 21:32:28 516.00 504.00 7.0 Valid Immediate FAIR
• Smoothing: Window [504.00, 516.00, 504.00] -> Median: 504.00
• Stability Filter: No change in volume.
• Usage Rate: 7.0 L/d (Window: 13.8 days, Lookback: 14d, Anchor: 2026-01-13 03:32:28)
27/01/2026 19:32:28 504.00 504.00 7.8 Valid Immediate GOOD
• Smoothing: Window [516.00, 504.00, 504.00] -> Median: 504.00
• Stability Filter: No change in volume.
• Usage Rate: 7.8 L/d (Window: 10.8 days, Lookback: 14d, Anchor: 2026-01-16 23:32:28)
28/01/2026 03:32:28 504.00 504.00 7.5 Valid Immediate GOOD
• Smoothing: Window [504.00, 504.00, 504.00] -> Median: 504.00
• Stability Filter: No change in volume.
• Usage Rate: 7.5 L/d (Window: 11.2 days, Lookback: 14d, Anchor: 2026-01-16 23:32:28)
28/01/2026 23:32:28 504.00 504.00 7.0 Valid Immediate GOOD
• Smoothing: Window [504.00, 504.00, 504.00] -> Median: 504.00
• Stability Filter: No change in volume.
• Usage Rate: 7.0 L/d (Window: 12.0 days, Lookback: 14d, Anchor: 2026-01-16 23:32:28)
29/01/2026 23:32:28 504.00 504.00 6.5 Valid Immediate GOOD
• Smoothing: Window [504.00, 504.00, 492.00] -> Median: 504.00
• Stability Filter: No change in volume.
• Usage Rate: 6.5 L/d (Window: 13.0 days, Lookback: 14d, Anchor: 2026-01-16 23:32:28)
30/01/2026 17:32:28 492.00 492.00 7.0 Valid Immediate GOOD
• Smoothing: Window [504.00, 492.00, 492.00] -> Median: 492.00
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 7.0 L/d (Window: 13.8 days, Lookback: 14d, Anchor: 2026-01-16 23:32:28)
31/01/2026 01:32:28 492.00 492.00 6.5 Valid Immediate GOOD
• Smoothing: Window [492.00, 492.00, 492.00] -> Median: 492.00
• Stability Filter: No change in volume.
• Usage Rate: 6.5 L/d (Window: 13.0 days, Lookback: 14d, Anchor: 2026-01-18 01:32:28)
31/01/2026 15:32:28 492.00 492.00 6.2 Valid Immediate GOOD
• Smoothing: Window [492.00, 492.00, 492.00] -> Median: 492.00
• Stability Filter: No change in volume.
• Usage Rate: 6.2 L/d (Window: 13.6 days, Lookback: 14d, Anchor: 2026-01-18 01:32:28)
31/01/2026 23:32:28 492.00 492.00 6.0 Valid Immediate GOOD
• Smoothing: Window [492.00, 492.00, 480.00] -> Median: 492.00
• Stability Filter: No change in volume.
• Usage Rate: 6.0 L/d (Window: 13.9 days, Lookback: 14d, Anchor: 2026-01-18 01:32:28)
01/02/2026 07:32:28 480.00 480.00 6.3 Valid Immediate GOOD
• Smoothing: Window [492.00, 480.00, 468.00] -> Median: 480.00
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 6.3 L/d (Window: 13.4 days, Lookback: 14d, Anchor: 2026-01-18 21:32:28)
01/02/2026 23:32:28 468.00 468.00 6.3 Valid Immediate GOOD
• Smoothing: Window [480.00, 468.00, 468.00] -> Median: 468.00
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 6.3 L/d (Window: 13.3 days, Lookback: 14d, Anchor: 2026-01-19 17:32:28)
02/02/2026 19:32:28 468.00 468.00 5.2 Valid Immediate GOOD
• Smoothing: Window [468.00, 468.00, 468.00] -> Median: 468.00
• Stability Filter: No change in volume.
• Usage Rate: 5.2 L/d (Window: 13.8 days, Lookback: 14d, Anchor: 2026-01-20 01:32:28)
03/02/2026 03:32:28 468.00 468.00 4.8 Valid Immediate GOOD
• Smoothing: Window [468.00, 468.00, 456.00] -> Median: 468.00
• Stability Filter: No change in volume.
• Usage Rate: 4.8 L/d (Window: 12.4 days, Lookback: 14d, Anchor: 2026-01-21 17:32:28)
03/02/2026 23:32:28 456.00 456.00 5.4 Valid Immediate GOOD
• Smoothing: Window [468.00, 456.00, 444.00] -> Median: 456.00
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 5.4 L/d (Window: 13.3 days, Lookback: 14d, Anchor: 2026-01-21 17:32:28)
04/02/2026 23:32:28 444.00 444.00 6.4 Valid Immediate GOOD
• Smoothing: Window [456.00, 444.00, 444.00] -> Median: 444.00
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 6.4 L/d (Window: 11.3 days, Lookback: 14d, Anchor: 2026-01-24 15:32:28)
05/02/2026 17:32:28 444.00 444.00 6.0 Valid Immediate GOOD
• Smoothing: Window [444.00, 444.00, 444.00] -> Median: 444.00
• Stability Filter: No change in volume.
• Usage Rate: 6.0 L/d (Window: 12.1 days, Lookback: 14d, Anchor: 2026-01-24 15:32:28)
06/02/2026 01:32:28 444.00 444.00 5.8 Valid Immediate GOOD
• Smoothing: Window [444.00, 444.00, 444.00] -> Median: 444.00
• Stability Filter: No change in volume.
• Usage Rate: 5.8 L/d (Window: 12.4 days, Lookback: 14d, Anchor: 2026-01-24 15:32:28)
07/02/2026 05:32:28 444.00 444.00 5.3 Valid Immediate GOOD
• Smoothing: Window [444.00, 444.00, 420.00] -> Median: 444.00
• Stability Filter: No change in volume.
• Usage Rate: 5.3 L/d (Window: 13.6 days, Lookback: 14d, Anchor: 2026-01-24 15:32:28)
07/02/2026 23:32:28 420.00 420.00 9.3 Valid Immediate GOOD
• Smoothing: Window [444.00, 420.00, 420.00] -> Median: 420.00
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 9.3 L/d (Window: 9.0 days, Lookback: 14d, Anchor: 2026-01-29 23:32:28)
08/02/2026 07:32:28 420.00 420.00 9.0 Valid Immediate GOOD
• Smoothing: Window [420.00, 420.00, 420.00] -> Median: 420.00
• Stability Filter: No change in volume.
• Usage Rate: 9.0 L/d (Window: 9.3 days, Lookback: 14d, Anchor: 2026-01-29 23:32:28)
08/02/2026 21:32:28 420.00 420.00 8.5 Valid Immediate GOOD
• Smoothing: Window [420.00, 420.00, 408.00] -> Median: 420.00
• Stability Filter: No change in volume.
• Usage Rate: 8.5 L/d (Window: 9.9 days, Lookback: 14d, Anchor: 2026-01-29 23:32:28)
09/02/2026 05:32:28 408.00 408.00 9.4 FLATLINE Immediate GOOD
• Smoothing: Window [420.00, 408.00, 408.00] -> Median: 408.00
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 9.4 L/d (Window: 10.3 days, Lookback: 14d, Anchor: 2026-01-29 23:32:28)
09/02/2026 23:32:28 408.00 408.00 8.7 FLATLINE Immediate GOOD
• Smoothing: Window [408.00, 408.00, 408.00] -> Median: 408.00
• Stability Filter: No change in volume.
• Usage Rate: 8.7 L/d (Window: 11.0 days, Lookback: 14d, Anchor: 2026-01-29 23:32:28)
10/02/2026 23:32:28 408.00 408.00 8.0 FLATLINE Immediate GOOD
• Smoothing: Window [408.00, 408.00, 396.00] -> Median: 408.00
• Stability Filter: No change in volume.
• Usage Rate: 8.0 L/d (Window: 12.0 days, Lookback: 14d, Anchor: 2026-01-29 23:32:28)
11/02/2026 21:32:28 396.00 408.00 7.4 FLATLINE Immediate FAIR
• Smoothing: Window [408.00, 396.00, 408.00] -> Median: 408.00
• Stability Filter: No change in volume.
• Usage Rate: 7.4 L/d (Window: 12.9 days, Lookback: 14d, Anchor: 2026-01-29 23:32:28)
12/02/2026 05:32:28 408.00 408.00 7.2 FLATLINE Immediate GOOD
• Smoothing: Window [396.00, 408.00, 396.00] -> Median: 396.00
• Stability Filter: Median artifact detected. Rescued Raw Value (408.0L).
• Usage Rate: 7.2 L/d (Window: 13.3 days, Lookback: 14d, Anchor: 2026-01-29 23:32:28)
12/02/2026 23:32:28 396.00 408.00 6.9 FLATLINE Immediate FAIR
• Smoothing: Window [408.00, 396.00, 396.00] -> Median: 396.00
• Stability Filter: Clamped minor wobble drop of 12.0L back to stable level. Future rebound returned near baseline in 2.9d after a short wobble.
• Usage Rate: 6.9 L/d (Window: 14.0 days, Lookback: 14d, Anchor: 2026-01-29 23:32:28)
13/02/2026 23:32:28 396.00 408.00 6.5 FLATLINE Immediate FAIR
• Smoothing: Window [396.00, 396.00, 408.00] -> Median: 396.00
• Stability Filter: Clamped minor wobble drop of 12.0L back to stable level. Future rebound returned near baseline in 1.9d after a short wobble.
• Usage Rate: 6.5 L/d (Window: 13.0 days, Lookback: 14d, Anchor: 2026-01-31 23:32:28)
14/02/2026 07:32:28 408.00 408.00 6.3 FLATLINE Immediate GOOD
• Smoothing: Window [396.00, 408.00, 396.00] -> Median: 396.00
• Stability Filter: Median artifact detected. Rescued Raw Value (408.0L).
• Usage Rate: 6.3 L/d (Window: 13.3 days, Lookback: 14d, Anchor: 2026-01-31 23:32:28)
15/02/2026 21:32:28 396.00 408.00 4.7 FLATLINE Immediate FAIR
• Smoothing: Window [408.00, 396.00, 408.00] -> Median: 408.00
• Stability Filter: No change in volume.
• Usage Rate: 4.7 L/d (Window: 12.8 days, Lookback: 14d, Anchor: 2026-02-03 03:32:28)
16/02/2026 05:32:28 408.00 408.00 4.6 FLATLINE Immediate GOOD
• Smoothing: Window [396.00, 408.00, 408.00] -> Median: 408.00
• Stability Filter: No change in volume.
• Event: Flatline detected after 10 consecutive unchanged readings over 7.0 days.
• Usage Rate: 4.6 L/d (Window: 13.1 days, Lookback: 14d, Anchor: 2026-02-03 03:32:28)
16/02/2026 21:32:28 408.00 408.00 4.4 FLATLINE Immediate GOOD
• Smoothing: Window [408.00, 408.00, 384.00] -> Median: 408.00
• Stability Filter: No change in volume.
• Usage Rate: 4.4 L/d (Window: 13.8 days, Lookback: 14d, Anchor: 2026-02-03 03:32:28)
17/02/2026 05:32:28 384.00 396.00 4.5 Valid Immediate FAIR
• Smoothing: Window [408.00, 384.00, 396.00] -> Median: 396.00
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Event: Flatline cleared after level changed by 12.0L.
• Usage Rate: 4.5 L/d (Window: 13.3 days, Lookback: 14d, Anchor: 2026-02-03 23:32:28)
17/02/2026 17:32:28 396.00 396.00 4.4 Valid Immediate GOOD
• Smoothing: Window [384.00, 396.00, 396.00] -> Median: 396.00
• Stability Filter: No change in volume.
• Usage Rate: 4.4 L/d (Window: 13.8 days, Lookback: 14d, Anchor: 2026-02-03 23:32:28)
18/02/2026 01:32:28 396.00 396.00 4.4 Valid Immediate GOOD
• Smoothing: Window [396.00, 396.00, 384.00] -> Median: 396.00
• Stability Filter: No change in volume.
• Usage Rate: 4.4 L/d (Window: 10.8 days, Lookback: 14d, Anchor: 2026-02-07 05:32:28)
18/02/2026 21:32:28 384.00 384.00 5.1 Valid Immediate GOOD
• Smoothing: Window [396.00, 384.00, 384.00] -> Median: 384.00
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 5.1 L/d (Window: 11.7 days, Lookback: 14d, Anchor: 2026-02-07 05:32:28)
19/02/2026 05:32:28 384.00 384.00 5.0 Valid Immediate GOOD
• Smoothing: Window [384.00, 384.00, 384.00] -> Median: 384.00
• Stability Filter: No change in volume.
• Usage Rate: 5.0 L/d (Window: 12.0 days, Lookback: 14d, Anchor: 2026-02-07 05:32:28)
19/02/2026 15:32:28 384.00 384.00 4.8 Valid Immediate GOOD
• Smoothing: Window [384.00, 384.00, 372.00] -> Median: 384.00
• Stability Filter: No change in volume.
• Usage Rate: 4.8 L/d (Window: 12.4 days, Lookback: 14d, Anchor: 2026-02-07 05:32:28)
19/02/2026 23:32:28 372.00 372.00 5.6 Valid Immediate GOOD
• Smoothing: Window [384.00, 372.00, 360.00] -> Median: 372.00
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 5.6 L/d (Window: 12.8 days, Lookback: 14d, Anchor: 2026-02-07 05:32:28)
20/02/2026 15:32:28 360.00 360.00 6.3 Valid Immediate GOOD
• Smoothing: Window [372.00, 360.00, 360.00] -> Median: 360.00
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 6.3 L/d (Window: 13.4 days, Lookback: 14d, Anchor: 2026-02-07 05:32:28)
20/02/2026 23:32:28 360.00 360.00 6.1 Valid Immediate GOOD
• Smoothing: Window [360.00, 360.00, 360.00] -> Median: 360.00
• Stability Filter: No change in volume.
• Usage Rate: 6.1 L/d (Window: 13.8 days, Lookback: 14d, Anchor: 2026-02-07 05:32:28)
21/02/2026 07:32:28 360.00 360.00 4.8 Valid Immediate GOOD
• Smoothing: Window [360.00, 360.00, 348.00] -> Median: 360.00
• Stability Filter: No change in volume.
• Usage Rate: 4.8 L/d (Window: 12.4 days, Lookback: 14d, Anchor: 2026-02-08 21:32:28)
21/02/2026 15:32:28 348.00 348.00 5.6 Valid Immediate GOOD
• Smoothing: Window [360.00, 348.00, 348.00] -> Median: 348.00
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 5.6 L/d (Window: 12.8 days, Lookback: 14d, Anchor: 2026-02-08 21:32:28)
22/02/2026 01:32:28 348.00 348.00 5.5 Valid Immediate GOOD
• Smoothing: Window [348.00, 348.00, 336.00] -> Median: 348.00
• Stability Filter: No change in volume.
• Usage Rate: 5.5 L/d (Window: 13.2 days, Lookback: 14d, Anchor: 2026-02-08 21:32:28)
22/02/2026 09:32:28 336.00 348.00 5.3 Valid Immediate FAIR
• Smoothing: Window [348.00, 336.00, 336.00] -> Median: 336.00
• Stability Filter: Clamped minor wobble drop of 12.0L back to stable level. Future rebound returned near baseline in 0.5d after a short wobble.
• Usage Rate: 5.3 L/d (Window: 13.5 days, Lookback: 14d, Anchor: 2026-02-08 21:32:28)
22/02/2026 10:32:28 336.00 348.00 5.3 Valid Immediate FAIR
• Smoothing: Window [336.00, 336.00, 348.00] -> Median: 336.00
• Stability Filter: Clamped minor wobble drop of 12.0L back to stable level. Future rebound returned near baseline in 0.5d after a short wobble.
• Usage Rate: 5.3 L/d (Window: 13.5 days, Lookback: 14d, Anchor: 2026-02-08 21:32:28)
22/02/2026 21:32:28 348.00 348.00 5.1 Valid Immediate GOOD
• Smoothing: Window [336.00, 348.00, 348.00] -> Median: 348.00
• Stability Filter: No change in volume.
• Usage Rate: 5.1 L/d (Window: 14.0 days, Lookback: 14d, Anchor: 2026-02-08 21:32:28)
23/02/2026 05:32:28 348.00 348.00 9.5 Valid Immediate GOOD
• Smoothing: Window [348.00, 348.00, 348.00] -> Median: 348.00
• Stability Filter: No change in volume.
• Usage Rate: 9.5 L/d (Window: 6.3 days, Lookback: 14d, Anchor: 2026-02-16 21:32:28)
23/02/2026 23:32:28 348.00 348.00 8.5 Valid Immediate GOOD
• Smoothing: Window [348.00, 348.00, 324.00] -> Median: 348.00
• Stability Filter: No change in volume.
• Usage Rate: 8.5 L/d (Window: 7.1 days, Lookback: 14d, Anchor: 2026-02-16 21:32:28)
24/02/2026 17:32:28 324.00 324.00 10.7 Valid Immediate GOOD
• Smoothing: Window [348.00, 324.00, 324.00] -> Median: 324.00
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 10.7 L/d (Window: 7.8 days, Lookback: 14d, Anchor: 2026-02-16 21:32:28)
25/02/2026 01:32:28 324.00 324.00 10.3 Valid Immediate GOOD
• Smoothing: Window [324.00, 324.00, 312.00] -> Median: 324.00
• Stability Filter: No change in volume.
• Usage Rate: 10.3 L/d (Window: 8.2 days, Lookback: 14d, Anchor: 2026-02-16 21:32:28)
25/02/2026 23:32:28 312.00 324.00 9.2 Valid Immediate FAIR
• Smoothing: Window [324.00, 312.00, 324.00] -> Median: 324.00
• Stability Filter: No change in volume.
• Usage Rate: 9.2 L/d (Window: 9.1 days, Lookback: 14d, Anchor: 2026-02-16 21:32:28)
26/02/2026 19:32:28 324.00 312.00 9.7 Valid Immediate FAIR
• Smoothing: Window [312.00, 324.00, 312.00] -> Median: 312.00
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 9.7 L/d (Window: 9.9 days, Lookback: 14d, Anchor: 2026-02-16 21:32:28)
27/02/2026 03:32:28 312.00 312.00 9.4 Valid Immediate GOOD
• Smoothing: Window [324.00, 312.00, 300.00] -> Median: 312.00
• Stability Filter: No change in volume.
• Usage Rate: 9.4 L/d (Window: 10.3 days, Lookback: 14d, Anchor: 2026-02-16 21:32:28)
27/02/2026 19:32:28 300.00 312.00 8.8 Valid Immediate FAIR
• Smoothing: Window [312.00, 300.00, 312.00] -> Median: 312.00
• Stability Filter: No change in volume.
• Usage Rate: 8.8 L/d (Window: 10.9 days, Lookback: 14d, Anchor: 2026-02-16 21:32:28)
28/02/2026 03:32:28 312.00 312.00 8.5 Valid Immediate GOOD
• Smoothing: Window [300.00, 312.00, 312.00] -> Median: 312.00
• Stability Filter: No change in volume.
• Usage Rate: 8.5 L/d (Window: 11.3 days, Lookback: 14d, Anchor: 2026-02-16 21:32:28)
28/02/2026 11:32:28 312.00 312.00 8.3 Valid Immediate GOOD
• Smoothing: Window [312.00, 312.00, 312.00] -> Median: 312.00
• Stability Filter: No change in volume.
• Usage Rate: 8.3 L/d (Window: 11.6 days, Lookback: 14d, Anchor: 2026-02-16 21:32:28)
28/02/2026 19:32:28 312.00 312.00 8.1 Valid Immediate GOOD
• Smoothing: Window [312.00, 312.00, 312.00] -> Median: 312.00
• Stability Filter: No change in volume.
• Usage Rate: 8.1 L/d (Window: 11.9 days, Lookback: 14d, Anchor: 2026-02-16 21:32:28)
01/03/2026 03:32:28 312.00 312.00 7.8 Valid Immediate GOOD
• Smoothing: Window [312.00, 312.00, 312.00] -> Median: 312.00
• Stability Filter: No change in volume.
• Usage Rate: 7.8 L/d (Window: 12.3 days, Lookback: 14d, Anchor: 2026-02-16 21:32:28)
01/03/2026 15:32:28 312.00 312.00 7.5 Valid Immediate GOOD
• Smoothing: Window [312.00, 312.00, 300.00] -> Median: 312.00
• Stability Filter: No change in volume.
• Usage Rate: 7.5 L/d (Window: 12.8 days, Lookback: 14d, Anchor: 2026-02-16 21:32:28)
01/03/2026 23:32:28 300.00 300.00 8.3 Valid Immediate GOOD
• Smoothing: Window [312.00, 300.00, 300.00] -> Median: 300.00
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 8.3 L/d (Window: 13.1 days, Lookback: 14d, Anchor: 2026-02-16 21:32:28)
02/03/2026 17:25:14 300.00 300.00 7.8 Valid Immediate GOOD
• Smoothing: Window [300.00, 300.00, 300.00] -> Median: 300.00
• Stability Filter: No change in volume.
• Usage Rate: 7.8 L/d (Window: 13.8 days, Lookback: 14d, Anchor: 2026-02-16 21:32:28)
02/03/2026 23:32:28 300.00 300.00 7.4 Valid Immediate GOOD
• Smoothing: Window [300.00, 300.00, 300.00] -> Median: 300.00
• Stability Filter: No change in volume.
• Usage Rate: 7.4 L/d (Window: 12.9 days, Lookback: 14d, Anchor: 2026-02-18 01:32:28)
03/03/2026 17:32:28 300.00 300.00 7.0 Valid Immediate GOOD
• Smoothing: Window [300.00, 300.00, 288.00] -> Median: 300.00
• Stability Filter: No change in volume.
• Usage Rate: 7.0 L/d (Window: 13.7 days, Lookback: 14d, Anchor: 2026-02-18 01:32:28)
04/03/2026 01:32:28 288.00 288.00 7.7 Threshold Alert Immediate GOOD
• Smoothing: Window [300.00, 288.00, 288.00] -> Median: 288.00
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Event: Tank Level below 25% (288L < 300L).
• Usage Rate: 7.7 L/d (Window: 14.0 days, Lookback: 14d, Anchor: 2026-02-18 01:32:28)
04/03/2026 19:32:28 288.00 288.00 7.3 Valid Immediate GOOD
• Smoothing: Window [288.00, 288.00, 276.00] -> Median: 288.00
• Stability Filter: No change in volume.
• Usage Rate: 7.3 L/d (Window: 13.2 days, Lookback: 14d, Anchor: 2026-02-19 15:32:28)
05/03/2026 05:32:28 276.00 276.00 8.0 Valid Immediate GOOD
• Smoothing: Window [288.00, 276.00, 276.00] -> Median: 276.00
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 8.0 L/d (Window: 13.6 days, Lookback: 14d, Anchor: 2026-02-19 15:32:28)
05/03/2026 17:32:28 276.00 276.00 7.0 Valid Immediate GOOD
• Smoothing: Window [276.00, 276.00, 276.00] -> Median: 276.00
• Stability Filter: No change in volume.
• Usage Rate: 7.0 L/d (Window: 13.8 days, Lookback: 14d, Anchor: 2026-02-19 23:32:28)
06/03/2026 01:32:28 276.00 276.00 6.6 Valid Immediate GOOD
• Smoothing: Window [276.00, 276.00, 264.00] -> Median: 276.00
• Stability Filter: No change in volume.
• Usage Rate: 6.6 L/d (Window: 12.8 days, Lookback: 14d, Anchor: 2026-02-21 07:32:28)
06/03/2026 23:32:28 264.00 264.00 7.0 Valid Immediate GOOD
• Smoothing: Window [276.00, 264.00, 264.00] -> Median: 264.00
• Stability Filter: Accepted drop. Future rise is Real Top-up (Ended 516.0L higher). Drop accepted.
• Usage Rate: 7.0 L/d (Window: 13.7 days, Lookback: 14d, Anchor: 2026-02-21 07:32:28)
07/03/2026 07:32:28 264.00 264.00 6.9 Valid Immediate GOOD
• Smoothing: Window [264.00, 264.00, 252.00] -> Median: 264.00
• Stability Filter: No change in volume.
• Usage Rate: 6.9 L/d (Window: 14.0 days, Lookback: 14d, Anchor: 2026-02-21 07:32:28)
07/03/2026 15:32:28 252.00 264.00 7.2 Valid Immediate FAIR
• Smoothing: Window [264.00, 252.00, 264.00] -> Median: 264.00
• Stability Filter: No change in volume.
• Usage Rate: 7.2 L/d (Window: 11.7 days, Lookback: 14d, Anchor: 2026-02-23 23:32:28)
07/03/2026 23:32:28 264.00 264.00 7.0 Valid Immediate GOOD
• Smoothing: Window [252.00, 264.00, 264.00] -> Median: 264.00
• Stability Filter: No change in volume.
• Usage Rate: 7.0 L/d (Window: 12.0 days, Lookback: 14d, Anchor: 2026-02-23 23:32:28)
08/03/2026 07:32:28 264.00 264.00 6.8 Valid Immediate GOOD
• Smoothing: Window [264.00, 264.00, 252.00] -> Median: 264.00
• Stability Filter: No change in volume.
• Usage Rate: 6.8 L/d (Window: 12.3 days, Lookback: 14d, Anchor: 2026-02-23 23:32:28)
08/03/2026 17:32:28 252.00 264.00 6.6 Valid Immediate FAIR
• Smoothing: Window [264.00, 252.00, 264.00] -> Median: 264.00
• Stability Filter: No change in volume.
• Usage Rate: 6.6 L/d (Window: 12.8 days, Lookback: 14d, Anchor: 2026-02-23 23:32:28)
09/03/2026 01:32:28 264.00 264.00 6.4 Valid Immediate GOOD
• Smoothing: Window [252.00, 264.00, 264.00] -> Median: 264.00
• Stability Filter: No change in volume.
• Usage Rate: 6.4 L/d (Window: 13.1 days, Lookback: 14d, Anchor: 2026-02-23 23:32:28)
09/03/2026 19:32:28 264.00 264.00 6.1 Valid Immediate GOOD
• Smoothing: Window [264.00, 264.00, 264.00] -> Median: 264.00
• Stability Filter: No change in volume.
• Usage Rate: 6.1 L/d (Window: 13.8 days, Lookback: 14d, Anchor: 2026-02-23 23:32:28)
10/03/2026 03:32:28 264.00 264.00 4.9 Valid Immediate GOOD
• Smoothing: Window [264.00, 264.00, 264.00] -> Median: 264.00 (Edge Protected)
• Stability Filter: No change in volume.
• Usage Rate: 4.9 L/d (Window: 12.2 days, Lookback: 14d, Anchor: 2026-02-25 23:32:28)
10/03/2026 16:32:28 792.00 792.00 - Top-up Verified (Latency) GOOD
• Smoothing: Window [792.00, 792.00, 792.00] -> Median: 792.00 (Edge Protected)
• Monotonic Logic: Accepted Top-up Rise of 528.0L. Future stepped down gradually (Valid Usage).
• Event Reset: Level recovered above threshold + hysteresis.
10/03/2026 23:32:28 792.00 792.00 - Valid Immediate GOOD
• Smoothing: Window [792.00, 792.00, 780.00] -> Median: 792.00
• Stability Filter: No change in volume.
• Usage Rate: Window too short (0.3d) and hit Topup. Cannot expand.
11/03/2026 21:32:28 780.00 780.00 - Valid Immediate GOOD
• Smoothing: Window [792.00, 780.00, 780.00] -> Median: 780.00
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: Window too short (0.9d) and hit Topup. Cannot expand.
12/03/2026 05:32:28 780.00 780.00 - Valid Immediate GOOD
• Smoothing: Window [780.00, 780.00, 768.00] -> Median: 780.00
• Stability Filter: No change in volume.
• Usage Rate: Window too short (1.3d) and hit Topup. Cannot expand.
12/03/2026 19:32:28 768.00 780.00 - Valid Immediate FAIR
• Smoothing: Window [780.00, 768.00, 780.00] -> Median: 780.00
• Stability Filter: No change in volume.
• Usage Rate: Window too short (1.8d) and hit Topup. Cannot expand.
13/03/2026 03:32:28 780.00 780.00 5.5 Valid Immediate GOOD
• Smoothing: Window [768.00, 780.00, 780.00] -> Median: 780.00
• Stability Filter: No change in volume.
• Usage Rate: 5.5 L/d (Window: 2.2 days, Lookback: 14d, Anchor: 2026-03-10 23:32:28)
13/03/2026 19:32:28 780.00 780.00 4.2 Valid Immediate GOOD
• Smoothing: Window [780.00, 780.00, 768.00] -> Median: 780.00
• Stability Filter: No change in volume.
• Usage Rate: 4.2 L/d (Window: 2.8 days, Lookback: 14d, Anchor: 2026-03-10 23:32:28)
14/03/2026 03:32:28 768.00 768.00 7.6 Valid Immediate GOOD
• Smoothing: Window [780.00, 768.00, 768.00] -> Median: 768.00
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 7.6 L/d (Window: 3.2 days, Lookback: 14d, Anchor: 2026-03-10 23:32:28)
14/03/2026 11:32:28 768.00 768.00 6.9 Valid Immediate GOOD
• Smoothing: Window [768.00, 768.00, 768.00] -> Median: 768.00
• Stability Filter: No change in volume.
• Usage Rate: 6.9 L/d (Window: 3.5 days, Lookback: 14d, Anchor: 2026-03-10 23:32:28)
14/03/2026 19:32:28 768.00 768.00 6.3 Valid Immediate GOOD
• Smoothing: Window [768.00, 768.00, 768.00] -> Median: 768.00
• Stability Filter: No change in volume.
• Usage Rate: 6.3 L/d (Window: 3.8 days, Lookback: 14d, Anchor: 2026-03-10 23:32:28)
15/03/2026 05:32:28 768.00 768.00 5.6 Valid Immediate GOOD
• Smoothing: Window [768.00, 768.00, 756.00] -> Median: 768.00
• Stability Filter: No change in volume.
• Usage Rate: 5.6 L/d (Window: 4.3 days, Lookback: 14d, Anchor: 2026-03-10 23:32:28)
15/03/2026 15:32:28 756.00 756.00 7.7 Valid Immediate GOOD
• Smoothing: Window [768.00, 756.00, 756.00] -> Median: 756.00
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 7.7 L/d (Window: 4.7 days, Lookback: 14d, Anchor: 2026-03-10 23:32:28)
15/03/2026 23:32:28 756.00 756.00 7.2 Valid Immediate GOOD
• Smoothing: Window [756.00, 756.00, 756.00] -> Median: 756.00
• Stability Filter: No change in volume.
• Usage Rate: 7.2 L/d (Window: 5.0 days, Lookback: 14d, Anchor: 2026-03-10 23:32:28)
16/03/2026 21:32:28 756.00 756.00 6.1 Valid Immediate GOOD
• Smoothing: Window [756.00, 756.00, 756.00] -> Median: 756.00
• Stability Filter: No change in volume.
• Usage Rate: 6.1 L/d (Window: 5.9 days, Lookback: 14d, Anchor: 2026-03-10 23:32:28)
17/03/2026 06:24:46 756.00 756.00 5.7 Valid Immediate GOOD
• Smoothing: Window [756.00, 756.00, 756.00] -> Median: 756.00
• Stability Filter: No change in volume.
• Usage Rate: 5.7 L/d (Window: 6.3 days, Lookback: 14d, Anchor: 2026-03-10 23:32:28)
17/03/2026 17:32:28 756.00 756.00 5.3 Valid Immediate GOOD
• Smoothing: Window [756.00, 756.00, 756.00] -> Median: 756.00
• Stability Filter: No change in volume.
• Usage Rate: 5.3 L/d (Window: 6.8 days, Lookback: 14d, Anchor: 2026-03-10 23:32:28)
18/03/2026 01:32:28 756.00 756.00 5.1 Valid Immediate GOOD
• Smoothing: Window [756.00, 756.00, 756.00] -> Median: 756.00
• Stability Filter: No change in volume.
• Usage Rate: 5.1 L/d (Window: 7.1 days, Lookback: 14d, Anchor: 2026-03-10 23:32:28)
18/03/2026 17:32:28 756.00 756.00 4.6 Valid Immediate GOOD
• Smoothing: Window [756.00, 756.00, 756.00] -> Median: 756.00
• Stability Filter: No change in volume.
• Usage Rate: 4.6 L/d (Window: 7.8 days, Lookback: 14d, Anchor: 2026-03-10 23:32:28)
19/03/2026 01:32:28 756.00 756.00 4.5 Valid Immediate GOOD
• Smoothing: Window [756.00, 756.00, 744.00] -> Median: 756.00
• Stability Filter: No change in volume.
• Usage Rate: 4.5 L/d (Window: 8.1 days, Lookback: 14d, Anchor: 2026-03-10 23:32:28)
19/03/2026 21:32:28 744.00 746.88 5.1 Valid Immediate GOOD
• Smoothing: Window [756.00, 744.00, 746.88] -> Median: 746.88
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 5.1 L/d (Window: 8.9 days, Lookback: 14d, Anchor: 2026-03-10 23:32:28)
20/03/2026 05:32:28 746.88 744.00 5.2 Valid Immediate GOOD
• Smoothing: Window [744.00, 746.88, 737.28] -> Median: 744.00
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 5.2 L/d (Window: 9.3 days, Lookback: 14d, Anchor: 2026-03-10 23:32:28)
20/03/2026 23:32:28 737.28 737.28 5.5 Valid Immediate GOOD
• Smoothing: Window [746.88, 737.28, 732.60] -> Median: 737.28
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 5.5 L/d (Window: 10.0 days, Lookback: 14d, Anchor: 2026-03-10 23:32:28)
21/03/2026 07:32:28 732.60 732.60 5.7 Valid Immediate GOOD
• Smoothing: Window [737.28, 732.60, 723.00] -> Median: 732.60
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 5.7 L/d (Window: 10.3 days, Lookback: 14d, Anchor: 2026-03-10 23:32:28)
21/03/2026 15:32:28 723.00 727.80 6.0 Valid Immediate GOOD
• Smoothing: Window [732.60, 723.00, 727.80] -> Median: 727.80
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 6.0 L/d (Window: 10.7 days, Lookback: 14d, Anchor: 2026-03-10 23:32:28)
22/03/2026 01:32:28 727.80 727.80 5.8 Valid Immediate GOOD
• Smoothing: Window [723.00, 727.80, 727.80] -> Median: 727.80
• Stability Filter: No change in volume.
• Usage Rate: 5.8 L/d (Window: 11.1 days, Lookback: 14d, Anchor: 2026-03-10 23:32:28)
22/03/2026 09:32:28 727.80 727.80 5.6 Valid Immediate GOOD
• Smoothing: Window [727.80, 727.80, 718.32] -> Median: 727.80
• Stability Filter: No change in volume.
• Usage Rate: 5.6 L/d (Window: 11.4 days, Lookback: 14d, Anchor: 2026-03-10 23:32:28)
22/03/2026 19:32:28 718.32 718.32 6.2 Valid Immediate GOOD
• Smoothing: Window [727.80, 718.32, 718.32] -> Median: 718.32
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 6.2 L/d (Window: 11.8 days, Lookback: 14d, Anchor: 2026-03-10 23:32:28)
23/03/2026 03:32:28 718.32 718.32 6.1 Valid Immediate GOOD
• Smoothing: Window [718.32, 718.32, 723.00] -> Median: 718.32
• Stability Filter: No change in volume.
• Usage Rate: 6.1 L/d (Window: 12.2 days, Lookback: 14d, Anchor: 2026-03-10 23:32:28)
23/03/2026 21:32:28 723.00 718.32 5.7 Valid Immediate GOOD
• Smoothing: Window [718.32, 723.00, 713.52] -> Median: 718.32
• Stability Filter: No change in volume.
• Usage Rate: 5.7 L/d (Window: 12.9 days, Lookback: 14d, Anchor: 2026-03-10 23:32:28)
24/03/2026 05:32:28 713.52 713.52 5.9 Valid Immediate GOOD
• Smoothing: Window [723.00, 713.52, 713.52] -> Median: 713.52
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 5.9 L/d (Window: 13.3 days, Lookback: 14d, Anchor: 2026-03-10 23:32:28)
24/03/2026 21:32:28 713.52 713.52 5.6 Valid Immediate GOOD
• Smoothing: Window [713.52, 713.52, 718.32] -> Median: 713.52
• Stability Filter: No change in volume.
• Usage Rate: 5.6 L/d (Window: 13.9 days, Lookback: 14d, Anchor: 2026-03-10 23:32:28)
25/03/2026 05:32:28 718.32 713.52 5.8 Valid Immediate GOOD
• Smoothing: Window [713.52, 718.32, 713.52] -> Median: 713.52
• Stability Filter: No change in volume.
• Usage Rate: 5.8 L/d (Window: 11.4 days, Lookback: 14d, Anchor: 2026-03-13 19:32:28)
25/03/2026 21:32:28 713.52 713.52 5.5 Valid Immediate GOOD
• Smoothing: Window [718.32, 713.52, 713.52] -> Median: 713.52
• Stability Filter: No change in volume.
• Usage Rate: 5.5 L/d (Window: 12.1 days, Lookback: 14d, Anchor: 2026-03-13 19:32:28)
26/03/2026 05:32:28 713.52 713.52 5.4 Valid Immediate GOOD
• Smoothing: Window [713.52, 713.52, 708.72] -> Median: 713.52
• Stability Filter: No change in volume.
• Usage Rate: 5.4 L/d (Window: 12.4 days, Lookback: 14d, Anchor: 2026-03-13 19:32:28)
28/03/2026 01:32:28 708.72 708.72 4.6 Valid Immediate GOOD
• Smoothing: Window [713.52, 708.72, 708.72] -> Median: 708.72
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 4.6 L/d (Window: 12.8 days, Lookback: 14d, Anchor: 2026-03-15 05:32:28)
28/03/2026 09:32:28 708.72 708.72 4.5 Valid Immediate GOOD
• Smoothing: Window [708.72, 708.72, 699.24] -> Median: 708.72
• Stability Filter: No change in volume.
• Usage Rate: 4.5 L/d (Window: 13.2 days, Lookback: 14d, Anchor: 2026-03-15 05:32:28)
28/03/2026 21:32:28 699.24 704.04 4.7 Valid Immediate GOOD
• Smoothing: Window [708.72, 699.24, 704.04] -> Median: 704.04
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 4.7 L/d (Window: 13.7 days, Lookback: 14d, Anchor: 2026-03-15 05:32:28)
29/03/2026 19:32:28 704.04 699.24 5.3 Valid Immediate GOOD
• Smoothing: Window [699.24, 704.04, 694.44] -> Median: 699.24
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 5.3 L/d (Window: 10.8 days, Lookback: 14d, Anchor: 2026-03-19 01:32:28)
30/03/2026 03:32:28 694.44 694.44 5.6 Valid Immediate GOOD
• Smoothing: Window [704.04, 694.44, 684.96] -> Median: 694.44
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 5.6 L/d (Window: 11.1 days, Lookback: 14d, Anchor: 2026-03-19 01:32:28)
30/03/2026 17:32:28 684.96 684.96 6.1 Valid Immediate GOOD
• Smoothing: Window [694.44, 684.96, 684.96] -> Median: 684.96
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 6.1 L/d (Window: 11.7 days, Lookback: 14d, Anchor: 2026-03-19 01:32:28)
31/03/2026 01:32:28 684.96 684.96 5.9 Valid Immediate GOOD
• Smoothing: Window [684.96, 684.96, 674.52] -> Median: 684.96
• Stability Filter: No change in volume.
• Usage Rate: 5.9 L/d (Window: 12.0 days, Lookback: 14d, Anchor: 2026-03-19 01:32:28)
31/03/2026 17:32:28 674.52 674.52 6.4 Valid Immediate GOOD
• Smoothing: Window [684.96, 674.52, 665.04] -> Median: 674.52
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 6.4 L/d (Window: 12.7 days, Lookback: 14d, Anchor: 2026-03-19 01:32:28)
01/04/2026 01:32:28 665.04 665.04 7.0 Valid Immediate GOOD
• Smoothing: Window [674.52, 665.04, 660.24] -> Median: 665.04
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 7.0 L/d (Window: 13.0 days, Lookback: 14d, Anchor: 2026-03-19 01:32:28)
01/04/2026 17:32:28 660.24 660.24 7.0 Valid Immediate GOOD
• Smoothing: Window [665.04, 660.24, 660.24] -> Median: 660.24
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 7.0 L/d (Window: 13.7 days, Lookback: 14d, Anchor: 2026-03-19 01:32:28)
02/04/2026 01:32:28 660.24 660.24 6.8 Valid Immediate GOOD
• Smoothing: Window [660.24, 660.24, 650.76] -> Median: 660.24
• Stability Filter: No change in volume.
• Usage Rate: 6.8 L/d (Window: 14.0 days, Lookback: 14d, Anchor: 2026-03-19 01:32:28)
02/04/2026 13:32:28 650.76 660.24 6.3 Valid Immediate FAIR
• Smoothing: Window [660.24, 650.76, 660.24] -> Median: 660.24
• Stability Filter: No change in volume.
• Usage Rate: 6.3 L/d (Window: 13.7 days, Lookback: 14d, Anchor: 2026-03-19 21:32:28)
02/04/2026 21:32:28 660.24 660.24 6.2 Valid Immediate GOOD
• Smoothing: Window [650.76, 660.24, 655.44] -> Median: 655.44
• Stability Filter: Median artifact detected. Rescued Raw Value (660.2L).
• Usage Rate: 6.2 L/d (Window: 14.0 days, Lookback: 14d, Anchor: 2026-03-19 21:32:28)
03/04/2026 05:32:28 655.44 660.24 6.0 Valid Immediate GOOD
• Smoothing: Window [660.24, 655.44, 641.16] -> Median: 655.44
• Stability Filter: Clamped minor wobble drop of 4.8L back to stable level. Future rebound returned near baseline in 2.8d after a short wobble.
• Usage Rate: 6.0 L/d (Window: 14.0 days, Lookback: 14d, Anchor: 2026-03-20 05:32:28)
03/04/2026 17:32:28 641.16 660.24 5.6 Valid Immediate FAIR
• Smoothing: Window [655.44, 641.16, 655.44] -> Median: 655.44
• Stability Filter: Clamped minor wobble drop of 4.8L back to stable level. Future rebound returned near baseline in 2.3d after a short wobble.
• Usage Rate: 5.6 L/d (Window: 13.8 days, Lookback: 14d, Anchor: 2026-03-20 23:32:28)
04/04/2026 01:32:28 655.44 660.24 5.3 Valid Immediate GOOD
• Smoothing: Window [641.16, 655.44, 655.44] -> Median: 655.44
• Stability Filter: Clamped minor wobble drop of 4.8L back to stable level. Future rebound returned near baseline in 1.9d after a short wobble.
• Usage Rate: 5.3 L/d (Window: 13.8 days, Lookback: 14d, Anchor: 2026-03-21 07:32:28)
04/04/2026 10:32:28 655.44 660.24 5.2 Valid Immediate GOOD
• Smoothing: Window [655.44, 655.44, 650.76] -> Median: 655.44
• Stability Filter: Clamped minor wobble drop of 4.8L back to stable level. Future rebound returned near baseline in 1.5d after a short wobble.
• Usage Rate: 5.2 L/d (Window: 13.0 days, Lookback: 14d, Anchor: 2026-03-22 09:32:28)
04/04/2026 17:32:28 650.76 660.24 5.1 Valid Immediate FAIR
• Smoothing: Window [655.44, 650.76, 650.76] -> Median: 650.76
• Stability Filter: Clamped minor wobble drop of 9.5L back to stable level. Future rebound returned near baseline in 1.3d after a short wobble.
• Usage Rate: 5.1 L/d (Window: 13.3 days, Lookback: 14d, Anchor: 2026-03-22 09:32:28)
05/04/2026 01:32:28 650.76 660.24 4.9 Valid Immediate FAIR
• Smoothing: Window [650.76, 650.76, 655.44] -> Median: 650.76
• Stability Filter: Clamped minor wobble drop of 9.5L back to stable level. Future rebound returned near baseline in 0.9d after a short wobble.
• Usage Rate: 4.9 L/d (Window: 13.7 days, Lookback: 14d, Anchor: 2026-03-22 09:32:28)
05/04/2026 09:32:28 655.44 660.24 4.8 Valid Immediate GOOD
• Smoothing: Window [650.76, 655.44, 660.24] -> Median: 655.44
• Stability Filter: Clamped minor wobble drop of 4.8L back to stable level. Future rebound returned near baseline in 0.6d after a short wobble.
• Usage Rate: 4.8 L/d (Window: 14.0 days, Lookback: 14d, Anchor: 2026-03-22 09:32:28)
05/04/2026 23:32:28 660.24 660.24 4.4 Valid Immediate GOOD
• Smoothing: Window [655.44, 660.24, 660.24] -> Median: 660.24
• Stability Filter: No change in volume.
• Usage Rate: 4.4 L/d (Window: 13.1 days, Lookback: 14d, Anchor: 2026-03-23 21:32:28)