Tank Readings Analysis

Offline Fixture Replay
Sample CASE-7E5BDC for tank 7E5BDC
device: Omni
Matches expected baseline
baseline
Sampling Class SEMI_SPARSE
Data Health 95%
Usage Rate (L/day) 18.8
Days Remaining 122
Weekly Consumption Hidden 2 reportable weeks / 14
Points Processed
Raw: 351
Deduped: 0

Pipeline Output (Litres)

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

Weekly Consumption Report

Weekly consumption needs more fully covered weeks with good readings before it can be shown.
Needs at least 4 reportable weeks, health 85%+, and coverage 60%+.
Sampling SEMI_SPARSE
Data Health 95.0%
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 17:18 BATCH_FILL 158
Jun 03 11:17 EMPTYING 1,425
Jun 03 05:17 BATCH_FILL 56
Jun 02 23:17 BATCH_FILL 75
Jun 02 17:17 BATCH_FILL 240
Jun 02 11:16 BATCH_FILL 122
Jun 01 11:15 BATCH_FILL 80
May 23 11:05 BATCH_FILL 97
May 22 17:04 BATCH_FILL 184
May 22 11:04 BATCH_FILL 54
May 21 17:03 BATCH_FILL 71
May 20 17:02 EMPTYING 511
May 20 11:01 EMPTYING 690
May 18 10:59 BATCH_FILL 92
May 15 10:56 BATCH_FILL 554
May 14 10:54 BATCH_FILL 71
May 12 10:52 BATCH_FILL 89
May 07 16:47 BATCH_FILL 302
May 06 16:46 EMPTYING 1,081
May 05 10:44 BATCH_FILL 275
May 01 16:40 BATCH_FILL 54
Apr 30 10:39 BATCH_FILL 351
Apr 29 16:38 BATCH_FILL 52
Apr 24 16:32 BATCH_FILL 127
Apr 23 10:31 EMPTYING 1,034
Apr 21 16:28 BATCH_FILL 56
Apr 21 10:28 BATCH_FILL 151
Apr 10 10:16 BATCH_FILL 115
Apr 07 16:13 BATCH_FILL 73
Apr 01 10:06 BATCH_FILL 118
Mar 31 16:05 BATCH_FILL 64
Mar 31 10:05 EMPTYING 568
Mar 30 10:04 BATCH_FILL 94
Mar 25 09:58 BATCH_FILL 85
Mar 24 09:57 BATCH_FILL 68
Mar 23 09:56 BATCH_FILL 73
Mar 19 15:52 BATCH_FILL 81
Mar 19 09:51 BATCH_FILL 81
Mar 18 21:51 EMPTYING 161
Mar 18 15:51 EMPTYING 1,772
Mar 18 09:50 BATCH_FILL 134
Mar 17 09:49 BATCH_FILL 81
Mar 16 15:48 BATCH_FILL 134
Mar 16 09:48 BATCH_FILL 81
Mar 13 15:45 BATCH_FILL 54
Mar 12 21:44 BATCH_FILL 54
Mar 11 21:43 BATCH_FILL 107
Mar 11 09:42 BATCH_FILL 269
Mar 10 15:41 BATCH_FILL 54
Mar 09 15:40 BATCH_FILL 81
Mar 08 09:38 BATCH_FILL 54

Pipeline Trace

[Pipeline] Starting Pipeline execution...
[StageIngestSnapshot] Loaded 351 snapshot readings.
[StageValidate] Validation complete. Invalidated: 0
[StageDedup] Removed 0 duplicates.
[StageGapAnalysis] Median Interval: 6.0h, Max Gap: 12.0h. Class: SEMI_SPARSE
[StageNoise] Applied smoothing to 351 points.
[StageNoise] Applied Monotonic + Stability Filter. Clamped 0 points.
[StageMetrics] Calculated per-point usage rates.
[StageMetrics] Set Global Usage Rate to LATEST: 18.78 L/day.
[StageMetrics] Health Score: 95% (Good: 293, Fair: 58, Poor: 0)
[StageVisuals] Generated series. Raw: 351, Smooth: 351
[Pipeline] Pipeline completed in 73.7ms

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-W10 02 Mar - 08 Mar 2026 06 Mar 03:36 - 08 Mar 21:39 644.4 751.8 107.4 107.4 12 2.8 6.0 INSUFFICIENT Issue: Insufficient Span, Late Week Start, Event In Week
2026-W11 09 Mar - 15 Mar 2026 09 Mar 03:39 - 15 Mar 21:48 751.8 1,557.3 805.5 805.5 29 6.8 6.0 INSUFFICIENT Issue: Event In Week
2026-W12 16 Mar - 22 Mar 2026 16 Mar 03:48 - 22 Mar 21:55 1,557.3 303.9 -1,253.4 0.0 28 6.8 6.0 INSUFFICIENT Issue: Event In Week
2026-W13 23 Mar - 29 Mar 2026 23 Mar 03:56 - 29 Mar 22:03 306.4 612.4 306.1 306.1 28 6.8 6.0 INSUFFICIENT Issue: Event In Week
2026-W14 30 Mar - 05 Apr 2026 30 Mar 04:03 - 05 Apr 22:11 612.4 407.6 -204.9 0.0 23 6.8 12.0 INSUFFICIENT Issue: Event In Week
2026-W15 06 Apr - 12 Apr 2026 06 Apr 10:12 - 12 Apr 22:19 400.6 749.1 348.5 348.5 23 6.5 12.0 INSUFFICIENT Issue: Event In Week
2026-W16 13 Apr - 19 Apr 2026 13 Apr 10:19 - 19 Apr 22:27 824.6 909.4 84.8 84.8 21 6.5 12.0 OK None
2026-W17 20 Apr - 26 Apr 2026 20 Apr 10:27 - 26 Apr 22:35 921.2 315.8 -605.5 0.0 27 6.5 6.0 INSUFFICIENT Issue: Event In Week
2026-W18 27 Apr - 03 May 2026 27 Apr 04:35 - 03 May 22:43 315.8 874.0 558.2 558.2 28 6.8 6.0 INSUFFICIENT Issue: Event In Week
2026-W19 04 May - 10 May 2026 04 May 04:43 - 10 May 22:51 881.2 516.1 -365.2 0.0 28 6.8 6.0 INSUFFICIENT Issue: Event In Week
2026-W20 11 May - 17 May 2026 11 May 04:51 - 17 May 22:58 513.6 1,357.0 843.4 843.4 28 6.8 6.0 INSUFFICIENT Issue: Event In Week
2026-W21 18 May - 24 May 2026 18 May 04:59 - 24 May 23:07 1,357.0 775.2 -581.8 0.0 28 6.8 6.0 INSUFFICIENT Issue: Event In Week
2026-W22 25 May - 31 May 2026 25 May 05:07 - 31 May 23:15 775.2 996.7 221.5 221.5 28 6.8 6.0 OK None
2026-W23 01 Jun - 07 Jun 2026 01 Jun 05:15 - 05 Jun 23:20 1,020.0 388.8 -631.2 0.0 20 4.8 6.0 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
06/03/2026 03:36:28 644.40 644.40 - Valid Immediate GOOD
• Smoothing: Window [644.40, 644.40, 617.55] -> Median: 644.40
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
06/03/2026 09:36:42 617.55 644.40 - Valid Immediate FAIR
• Smoothing: Window [644.40, 617.55, 644.40] -> Median: 644.40
• Stability Filter: No change in volume.
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
06/03/2026 15:36:59 644.40 644.40 - Valid Immediate GOOD
• Smoothing: Window [617.55, 644.40, 671.25] -> Median: 644.40
• Stability Filter: No change in volume.
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
06/03/2026 21:37:16 671.25 671.25 - Valid Immediate GOOD
• Smoothing: Window [644.40, 671.25, 671.25] -> Median: 671.25
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
07/03/2026 03:37:33 671.25 671.25 - Valid Immediate GOOD
• Smoothing: Window [671.25, 671.25, 671.25] -> Median: 671.25
• Stability Filter: No change in volume.
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
07/03/2026 09:37:50 671.25 671.25 - Valid Immediate GOOD
• Smoothing: Window [671.25, 671.25, 644.40] -> Median: 671.25
• Stability Filter: No change in volume.
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
07/03/2026 15:38:07 644.40 671.25 - Valid Immediate FAIR
• Smoothing: Window [671.25, 644.40, 671.25] -> Median: 671.25
• Stability Filter: No change in volume.
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
07/03/2026 21:38:23 671.25 671.25 - Valid Immediate GOOD
• Smoothing: Window [644.40, 671.25, 671.25] -> Median: 671.25
• Stability Filter: No change in volume.
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
08/03/2026 03:38:40 671.25 671.25 6.7 Valid Immediate GOOD
• Smoothing: Window [671.25, 671.25, 724.95] -> Median: 671.25
• Stability Filter: No change in volume.
• Usage Rate: 6.7 L/d (batch-theil over 2.0d, 9 pts)
08/03/2026 09:38:57 724.95 724.95 17.9 BATCH_FILL Immediate GOOD
• Smoothing: Window [671.25, 724.95, 751.80] -> Median: 724.95
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Event: BATCH_FILL detected. Drop 53.7L in 6.0h (8.9 L/h).
• Usage Rate: 17.9 L/d (batch-theil over 2.3d, 10 pts)
08/03/2026 15:39:12 751.80 751.80 26.8 Valid Immediate GOOD
• Smoothing: Window [724.95, 751.80, 751.80] -> Median: 751.80
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 26.8 L/d (batch-theil over 2.5d, 11 pts)
08/03/2026 21:39:28 751.80 751.80 35.8 Valid Immediate GOOD
• Smoothing: Window [751.80, 751.80, 751.80] -> Median: 751.80
• Stability Filter: No change in volume.
• Usage Rate: 35.8 L/d (batch-theil over 2.8d, 12 pts)
09/03/2026 03:39:47 751.80 751.80 35.8 Valid Immediate GOOD
• Smoothing: Window [751.80, 751.80, 751.80] -> Median: 751.80
• Stability Filter: No change in volume.
• Usage Rate: 35.8 L/d (batch-theil over 3.0d, 13 pts)
09/03/2026 09:40:02 751.80 751.80 35.8 Valid Immediate GOOD
• Smoothing: Window [751.80, 751.80, 859.20] -> Median: 751.80
• Stability Filter: No change in volume.
• Usage Rate: 35.8 L/d (batch-theil over 3.3d, 14 pts)
09/03/2026 15:40:18 859.20 832.35 40.2 BATCH_FILL Immediate FAIR
• Smoothing: Window [751.80, 859.20, 832.35] -> Median: 832.35
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Event: BATCH_FILL detected. Drop 80.6L in 6.0h (13.4 L/h).
• Usage Rate: 40.2 L/d (batch-theil over 3.5d, 15 pts)
09/03/2026 21:40:37 832.35 859.20 44.5 Valid Immediate FAIR
• Smoothing: Window [859.20, 832.35, 886.05] -> Median: 859.20
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 44.5 L/d (batch-theil over 3.8d, 16 pts)
10/03/2026 03:40:52 886.05 886.05 53.7 Valid Immediate GOOD
• Smoothing: Window [832.35, 886.05, 912.90] -> Median: 886.05
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 53.7 L/d (batch-theil over 4.0d, 17 pts)
10/03/2026 09:41:08 912.90 912.90 53.7 Valid Immediate GOOD
• Smoothing: Window [886.05, 912.90, 966.60] -> Median: 912.90
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 53.7 L/d (batch-theil over 4.3d, 18 pts)
10/03/2026 15:41:27 966.60 966.60 64.4 BATCH_FILL Immediate GOOD
• Smoothing: Window [912.90, 966.60, 966.60] -> Median: 966.60
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Event: BATCH_FILL detected. Drop 53.7L in 6.0h (8.9 L/h).
• Usage Rate: 64.4 L/d (batch-theil over 4.5d, 19 pts)
10/03/2026 21:41:44 966.60 966.60 67.4 Valid Immediate GOOD
• Smoothing: Window [966.60, 966.60, 966.60] -> Median: 966.60
• Stability Filter: No change in volume.
• Usage Rate: 67.4 L/d (batch-theil over 4.8d, 20 pts)
11/03/2026 03:42:00 966.60 966.60 71.5 Valid Immediate GOOD
• Smoothing: Window [966.60, 966.60, 1,261.95] -> Median: 966.60
• Stability Filter: No change in volume.
• Usage Rate: 71.5 L/d (batch-theil over 5.0d, 21 pts)
11/03/2026 09:42:32 1,261.95 1,235.10 75.1 BATCH_FILL Immediate FAIR
• Smoothing: Window [966.60, 1,261.95, 1,235.10] -> Median: 1,235.10
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Event: BATCH_FILL detected. Drop 268.5L in 6.0h (44.7 L/h).
• Usage Rate: 75.1 L/d (batch-theil over 5.3d, 22 pts)
11/03/2026 15:42:47 1,235.10 1,261.95 80.5 Valid Immediate FAIR
• Smoothing: Window [1,261.95, 1,235.10, 1,369.35] -> Median: 1,261.95
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 80.5 L/d (batch-theil over 5.5d, 23 pts)
11/03/2026 21:43:04 1,369.35 1,369.35 85.9 BATCH_FILL Immediate GOOD
• Smoothing: Window [1,235.10, 1,369.35, 1,369.35] -> Median: 1,369.35
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Event: BATCH_FILL detected. Drop 107.4L in 6.0h (17.9 L/h).
• Usage Rate: 85.9 L/d (batch-theil over 5.8d, 24 pts)
12/03/2026 03:43:21 1,369.35 1,369.35 92.0 Valid Immediate GOOD
• Smoothing: Window [1,369.35, 1,369.35, 1,396.20] -> Median: 1,369.35
• Stability Filter: No change in volume.
• Usage Rate: 92.0 L/d (batch-theil over 6.0d, 25 pts)
12/03/2026 09:43:38 1,396.20 1,396.20 107.3 Valid Immediate GOOD
• Smoothing: Window [1,369.35, 1,396.20, 1,396.20] -> Median: 1,396.20
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 107.3 L/d (batch-theil over 6.3d, 26 pts)
12/03/2026 15:43:55 1,396.20 1,396.20 107.3 Valid Immediate GOOD
• Smoothing: Window [1,396.20, 1,396.20, 1,476.75] -> Median: 1,396.20
• Stability Filter: No change in volume.
• Usage Rate: 107.3 L/d (batch-theil over 6.5d, 27 pts)
12/03/2026 21:44:10 1,476.75 1,449.90 107.3 BATCH_FILL Immediate FAIR
• Smoothing: Window [1,396.20, 1,476.75, 1,449.90] -> Median: 1,449.90
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Event: BATCH_FILL detected. Drop 53.7L in 6.0h (8.9 L/h).
• Usage Rate: 107.3 L/d (batch-theil over 6.8d, 28 pts)
13/03/2026 03:44:30 1,449.90 1,449.90 107.3 Valid Immediate GOOD
• Smoothing: Window [1,476.75, 1,449.90, 1,449.90] -> Median: 1,449.90
• Stability Filter: No change in volume.
• Usage Rate: 107.3 L/d (batch-theil over 7.0d, 29 pts)
13/03/2026 03:44:40 1,449.90 1,449.90 118.0 Valid Immediate GOOD
• Smoothing: Window [1,449.90, 1,449.90, 1,476.75] -> Median: 1,449.90
• Stability Filter: No change in volume.
• Usage Rate: 118.0 L/d (batch-theil over 7.0d, 30 pts)
13/03/2026 09:45:14 1,476.75 1,476.75 120.7 Valid Immediate GOOD
• Smoothing: Window [1,449.90, 1,476.75, 1,584.15] -> Median: 1,476.75
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 120.7 L/d (batch-theil over 7.3d, 31 pts)
13/03/2026 15:45:31 1,584.15 1,530.45 123.6 BATCH_FILL Immediate FAIR
• Smoothing: Window [1,476.75, 1,584.15, 1,530.45] -> Median: 1,530.45
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Event: BATCH_FILL detected. Drop 53.7L in 6.0h (8.9 L/h).
• Usage Rate: 123.6 L/d (batch-theil over 7.5d, 32 pts)
13/03/2026 21:45:48 1,530.45 1,530.45 123.8 Valid Immediate GOOD
• Smoothing: Window [1,584.15, 1,530.45, 1,557.30] -> Median: 1,557.30
• Stability Filter: Median artifact detected. Rescued Raw Value (1,530.5L).
• Usage Rate: 123.8 L/d (batch-theil over 7.8d, 33 pts)
14/03/2026 03:46:05 1,557.30 1,530.45 123.8 Valid Immediate FAIR
• Smoothing: Window [1,530.45, 1,557.30, 1,530.45] -> Median: 1,530.45
• Stability Filter: No change in volume.
• Usage Rate: 123.8 L/d (batch-theil over 8.0d, 34 pts)
14/03/2026 09:46:22 1,530.45 1,557.30 123.4 Valid Immediate FAIR
• Smoothing: Window [1,557.30, 1,530.45, 1,584.15] -> Median: 1,557.30
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 123.4 L/d (batch-theil over 8.3d, 35 pts)
14/03/2026 15:46:39 1,584.15 1,557.30 122.6 Valid Immediate FAIR
• Smoothing: Window [1,530.45, 1,584.15, 1,557.30] -> Median: 1,557.30
• Stability Filter: No change in volume.
• Usage Rate: 122.6 L/d (batch-theil over 8.5d, 36 pts)
14/03/2026 21:46:55 1,557.30 1,557.30 122.6 Valid Immediate GOOD
• Smoothing: Window [1,584.15, 1,557.30, 1,557.30] -> Median: 1,557.30
• Stability Filter: No change in volume.
• Usage Rate: 122.6 L/d (batch-theil over 8.8d, 37 pts)
15/03/2026 03:47:12 1,557.30 1,557.30 122.1 Valid Immediate GOOD
• Smoothing: Window [1,557.30, 1,557.30, 1,557.30] -> Median: 1,557.30
• Stability Filter: No change in volume.
• Usage Rate: 122.1 L/d (batch-theil over 9.0d, 38 pts)
15/03/2026 09:47:27 1,557.30 1,557.30 119.2 Valid Immediate GOOD
• Smoothing: Window [1,557.30, 1,557.30, 1,557.30] -> Median: 1,557.30
• Stability Filter: No change in volume.
• Usage Rate: 119.2 L/d (batch-theil over 9.3d, 39 pts)
15/03/2026 15:47:44 1,557.30 1,557.30 118.0 Valid Immediate GOOD
• Smoothing: Window [1,557.30, 1,557.30, 1,557.30] -> Median: 1,557.30
• Stability Filter: No change in volume.
• Usage Rate: 118.0 L/d (batch-theil over 9.5d, 40 pts)
15/03/2026 21:48:02 1,557.30 1,557.30 115.7 Valid Immediate GOOD
• Smoothing: Window [1,557.30, 1,557.30, 1,557.30] -> Median: 1,557.30
• Stability Filter: No change in volume.
• Usage Rate: 115.7 L/d (batch-theil over 9.8d, 41 pts)
16/03/2026 03:48:17 1,557.30 1,557.30 112.4 Valid Immediate GOOD
• Smoothing: Window [1,557.30, 1,557.30, 1,637.85] -> Median: 1,557.30
• Stability Filter: No change in volume.
• Usage Rate: 112.4 L/d (batch-theil over 10.0d, 42 pts)
16/03/2026 09:48:36 1,637.85 1,637.85 111.8 BATCH_FILL Immediate GOOD
• Smoothing: Window [1,557.30, 1,637.85, 1,772.10] -> Median: 1,637.85
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Event: BATCH_FILL detected. Drop 80.6L in 6.0h (13.4 L/h).
• Usage Rate: 111.8 L/d (batch-theil over 10.3d, 43 pts)
16/03/2026 15:48:51 1,772.10 1,772.10 112.4 BATCH_FILL Immediate GOOD
• Smoothing: Window [1,637.85, 1,772.10, 1,825.80] -> Median: 1,772.10
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Event: BATCH_FILL detected. Drop 134.3L in 6.0h (22.4 L/h).
• Usage Rate: 112.4 L/d (batch-theil over 10.5d, 44 pts)
16/03/2026 21:49:07 1,825.80 1,798.95 112.7 Valid Immediate FAIR
• Smoothing: Window [1,772.10, 1,825.80, 1,798.95] -> Median: 1,798.95
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 112.7 L/d (batch-theil over 10.8d, 45 pts)
17/03/2026 03:49:24 1,798.95 1,825.80 113.6 Valid Immediate FAIR
• Smoothing: Window [1,825.80, 1,798.95, 1,906.35] -> Median: 1,825.80
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 113.6 L/d (batch-theil over 11.0d, 46 pts)
17/03/2026 09:49:41 1,906.35 1,906.35 114.2 BATCH_FILL Immediate GOOD
• Smoothing: Window [1,798.95, 1,906.35, 1,906.35] -> Median: 1,906.35
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Event: BATCH_FILL detected. Drop 80.5L in 6.0h (13.4 L/h).
• Usage Rate: 114.2 L/d (batch-theil over 11.3d, 47 pts)
17/03/2026 15:49:58 1,906.35 1,906.35 114.8 Valid Immediate GOOD
• Smoothing: Window [1,906.35, 1,906.35, 1,906.35] -> Median: 1,906.35
• Stability Filter: No change in volume.
• Usage Rate: 114.8 L/d (batch-theil over 11.5d, 48 pts)
17/03/2026 21:50:14 1,906.35 1,906.35 114.8 Valid Immediate GOOD
• Smoothing: Window [1,906.35, 1,906.35, 1,906.35] -> Median: 1,906.35
• Stability Filter: No change in volume.
• Usage Rate: 114.8 L/d (batch-theil over 11.8d, 49 pts)
18/03/2026 03:50:31 1,906.35 1,906.35 114.6 Valid Immediate GOOD
• Smoothing: Window [1,906.35, 1,906.35, 2,040.60] -> Median: 1,906.35
• Stability Filter: No change in volume.
• Usage Rate: 114.6 L/d (batch-theil over 12.0d, 50 pts)
18/03/2026 09:50:48 2,040.60 2,040.60 115.6 BATCH_FILL Immediate GOOD
• Smoothing: Window [1,906.35, 2,040.60, 2,040.60] -> Median: 2,040.60 (Edge Protected)
• Stability Filter: Accepted drop. Future rise is Real Top-up (Ended 1,637.9L higher). Drop accepted.
• Event: BATCH_FILL detected. Drop 134.3L in 6.0h (22.4 L/h).
• Usage Rate: 115.6 L/d (batch-theil over 12.3d, 51 pts)
18/03/2026 15:51:05 268.50 268.50 - EMPTYING Verified (Latency) GOOD
• Smoothing: Window [268.50, 268.50, 268.50] -> Median: 268.50 (Edge Protected)
• Monotonic Logic: Accepted Top-up Rise of 1,772.1L. Future confirms sustain (Continuous rising).
18/03/2026 21:51:22 107.40 107.40 - EMPTYING Verified (Latency) GOOD
• Smoothing: Window [107.40, 107.40, 107.40] -> Median: 107.40 (Edge Protected)
• Monotonic Logic: Accepted Top-up Rise of 161.1L. Future confirms sustain (>0.5 days).
19/03/2026 03:51:39 107.40 107.40 - Valid Immediate GOOD
• Smoothing: Window [107.40, 107.40, 187.95] -> Median: 107.40
• Stability Filter: No change in volume.
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
19/03/2026 09:51:53 187.95 187.95 - BATCH_FILL Immediate GOOD
• Smoothing: Window [107.40, 187.95, 268.50] -> Median: 187.95
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Event: BATCH_FILL detected. Drop 80.6L in 6.0h (13.4 L/h).
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
19/03/2026 15:52:10 268.50 268.50 - BATCH_FILL Immediate GOOD
• Smoothing: Window [187.95, 268.50, 268.50] -> Median: 268.50
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Event: BATCH_FILL detected. Drop 80.6L in 6.0h (13.4 L/h).
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
19/03/2026 21:52:27 268.50 268.50 - Valid Immediate GOOD
• Smoothing: Window [268.50, 268.50, 277.90] -> Median: 268.50
• Stability Filter: No change in volume.
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
20/03/2026 03:52:43 277.90 277.90 - Valid Immediate GOOD
• Smoothing: Window [268.50, 277.90, 280.31] -> Median: 277.90
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
20/03/2026 09:53:00 280.31 280.31 - Valid Immediate GOOD
• Smoothing: Window [277.90, 280.31, 301.53] -> Median: 280.31
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
20/03/2026 15:53:18 301.53 294.54 - Valid Immediate FAIR
• Smoothing: Window [280.31, 301.53, 294.54] -> Median: 294.54
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
20/03/2026 21:53:35 294.54 296.96 - Valid Immediate GOOD
• Smoothing: Window [301.53, 294.54, 296.96] -> Median: 296.96
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
21/03/2026 03:53:52 296.96 296.96 34.0 Valid Immediate GOOD
• Smoothing: Window [294.54, 296.96, 306.36] -> Median: 296.96
• Stability Filter: No change in volume.
• Usage Rate: 34.0 L/d (batch-theil over 2.0d, 9 pts)
21/03/2026 09:54:07 306.36 299.11 28.4 Valid Immediate FAIR
• Smoothing: Window [296.96, 306.36, 299.11] -> Median: 299.11
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 28.4 L/d (batch-theil over 2.3d, 10 pts)
21/03/2026 15:54:23 299.11 299.11 23.6 Valid Immediate GOOD
• Smoothing: Window [306.36, 299.11, 299.11] -> Median: 299.11
• Stability Filter: No change in volume.
• Usage Rate: 23.6 L/d (batch-theil over 2.5d, 11 pts)
21/03/2026 21:54:40 299.11 299.11 21.3 Valid Immediate GOOD
• Smoothing: Window [299.11, 299.11, 294.54] -> Median: 299.11
• Stability Filter: No change in volume.
• Usage Rate: 21.3 L/d (batch-theil over 2.8d, 12 pts)
22/03/2026 03:54:57 294.54 299.11 18.8 Valid Immediate FAIR
• Smoothing: Window [299.11, 294.54, 303.94] -> Median: 299.11
• Stability Filter: No change in volume.
• Usage Rate: 18.8 L/d (batch-theil over 3.0d, 13 pts)
22/03/2026 09:55:14 303.94 303.94 17.0 Valid Immediate GOOD
• Smoothing: Window [294.54, 303.94, 303.94] -> Median: 303.94
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 17.0 L/d (batch-theil over 3.3d, 14 pts)
22/03/2026 15:55:31 303.94 303.94 14.2 Valid Immediate GOOD
• Smoothing: Window [303.94, 303.94, 296.96] -> Median: 303.94
• Stability Filter: No change in volume.
• Usage Rate: 14.2 L/d (batch-theil over 3.5d, 15 pts)
22/03/2026 21:55:47 296.96 303.94 12.7 Valid Immediate FAIR
• Smoothing: Window [303.94, 296.96, 306.36] -> Median: 303.94
• Stability Filter: No change in volume.
• Usage Rate: 12.7 L/d (batch-theil over 3.8d, 16 pts)
23/03/2026 03:56:04 306.36 306.36 11.7 Valid Immediate GOOD
• Smoothing: Window [296.96, 306.36, 379.39] -> Median: 306.36
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 11.7 L/d (batch-theil over 4.0d, 17 pts)
23/03/2026 09:56:21 379.39 379.39 13.6 BATCH_FILL Immediate GOOD
• Smoothing: Window [306.36, 379.39, 386.37] -> Median: 379.39
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Event: BATCH_FILL detected. Drop 73.0L in 6.0h (12.2 L/h).
• Usage Rate: 13.6 L/d (batch-theil over 4.3d, 18 pts)
23/03/2026 15:56:38 386.37 379.39 17.0 Valid Immediate FAIR
• Smoothing: Window [379.39, 386.37, 379.39] -> Median: 379.39
• Stability Filter: No change in volume.
• Usage Rate: 17.0 L/d (batch-theil over 4.5d, 19 pts)
23/03/2026 21:56:55 379.39 379.39 19.9 Valid Immediate GOOD
• Smoothing: Window [386.37, 379.39, 376.97] -> Median: 379.39
• Stability Filter: No change in volume.
• Usage Rate: 19.9 L/d (batch-theil over 4.8d, 20 pts)
24/03/2026 03:57:11 376.97 379.39 25.0 Valid Immediate GOOD
• Smoothing: Window [379.39, 376.97, 447.59] -> Median: 379.39
• Stability Filter: No change in volume.
• Usage Rate: 25.0 L/d (batch-theil over 5.0d, 21 pts)
24/03/2026 09:57:26 447.59 447.59 27.5 BATCH_FILL Immediate GOOD
• Smoothing: Window [376.97, 447.59, 461.82] -> Median: 447.59
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Event: BATCH_FILL detected. Drop 68.2L in 6.0h (11.4 L/h).
• Usage Rate: 27.5 L/d (batch-theil over 5.3d, 22 pts)
24/03/2026 15:57:45 461.82 459.40 30.0 Valid Immediate GOOD
• Smoothing: Window [447.59, 461.82, 459.40] -> Median: 459.40
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 30.0 L/d (batch-theil over 5.5d, 23 pts)
24/03/2026 21:58:01 459.40 459.40 33.0 Valid Immediate GOOD
• Smoothing: Window [461.82, 459.40, 421.81] -> Median: 459.40
• Stability Filter: No change in volume.
• Usage Rate: 33.0 L/d (batch-theil over 5.8d, 24 pts)
25/03/2026 03:58:16 421.81 459.40 35.7 Valid Immediate FAIR
• Smoothing: Window [459.40, 421.81, 544.25] -> Median: 459.40
• Stability Filter: No change in volume.
• Usage Rate: 35.7 L/d (batch-theil over 6.0d, 25 pts)
25/03/2026 09:58:33 544.25 544.25 38.2 BATCH_FILL Immediate GOOD
• Smoothing: Window [421.81, 544.25, 556.06] -> Median: 544.25
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Event: BATCH_FILL detected. Drop 84.8L in 6.0h (14.1 L/h).
• Usage Rate: 38.2 L/d (batch-theil over 6.3d, 26 pts)
25/03/2026 15:58:50 556.06 549.08 40.3 Valid Immediate FAIR
• Smoothing: Window [544.25, 556.06, 549.08] -> Median: 549.08
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 40.3 L/d (batch-theil over 6.5d, 27 pts)
25/03/2026 21:59:06 549.08 556.06 43.2 Valid Immediate FAIR
• Smoothing: Window [556.06, 549.08, 560.63] -> Median: 556.06
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 43.2 L/d (batch-theil over 6.8d, 28 pts)
26/03/2026 03:59:23 560.63 556.06 45.9 Valid Immediate GOOD
• Smoothing: Window [549.08, 560.63, 556.06] -> Median: 556.06
• Stability Filter: No change in volume.
• Usage Rate: 45.9 L/d (batch-theil over 7.0d, 29 pts)
26/03/2026 09:59:40 556.06 556.06 46.7 Valid Immediate GOOD
• Smoothing: Window [560.63, 556.06, 563.04] -> Median: 560.63
• Stability Filter: Median artifact detected. Rescued Raw Value (556.1L).
• Usage Rate: 46.7 L/d (batch-theil over 7.3d, 30 pts)
26/03/2026 15:59:59 563.04 556.06 47.2 Valid Immediate FAIR
• Smoothing: Window [556.06, 563.04, 553.65] -> Median: 556.06
• Stability Filter: No change in volume.
• Usage Rate: 47.2 L/d (batch-theil over 7.5d, 31 pts)
26/03/2026 22:00:16 553.65 563.04 47.4 Valid Immediate FAIR
• Smoothing: Window [563.04, 553.65, 565.46] -> Median: 563.04
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 47.4 L/d (batch-theil over 7.8d, 32 pts)
27/03/2026 04:00:33 565.46 565.46 47.1 Valid Immediate GOOD
• Smoothing: Window [553.65, 565.46, 621.85] -> Median: 565.46
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 47.1 L/d (batch-theil over 8.0d, 33 pts)
27/03/2026 10:00:50 621.85 614.87 48.0 Valid Immediate FAIR
• Smoothing: Window [565.46, 621.85, 614.87] -> Median: 614.87
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 48.0 L/d (batch-theil over 8.3d, 34 pts)
27/03/2026 16:01:04 614.87 621.85 48.8 Valid Immediate FAIR
• Smoothing: Window [621.85, 614.87, 624.26] -> Median: 621.85
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 48.8 L/d (batch-theil over 8.5d, 35 pts)
27/03/2026 22:01:21 624.26 619.70 49.2 Valid Immediate GOOD
• Smoothing: Window [614.87, 624.26, 619.70] -> Median: 619.70
• Monotonic Logic: Accepted Small Sustained Top-up Rise of 2.1L. Future confirms sustain (>0.5 days).
• Usage Rate: 49.2 L/d (batch-theil over 8.8d, 36 pts)
28/03/2026 04:01:36 619.70 619.70 48.9 Valid Immediate GOOD
• Smoothing: Window [624.26, 619.70, 617.28] -> Median: 619.70
• Stability Filter: No change in volume.
• Usage Rate: 48.9 L/d (batch-theil over 9.0d, 37 pts)
28/03/2026 10:01:53 617.28 617.28 48.1 Valid Immediate GOOD
• Smoothing: Window [619.70, 617.28, 617.28] -> Median: 617.28
• Monotonic Logic: Accepted Small Sustained Top-up Rise of 2.4L. Future confirms sustain (>0.5 days).
• Usage Rate: 48.1 L/d (batch-theil over 9.3d, 38 pts)
28/03/2026 16:02:10 617.28 617.28 47.5 Valid Immediate GOOD
• Smoothing: Window [617.28, 617.28, 614.87] -> Median: 617.28
• Stability Filter: No change in volume.
• Usage Rate: 47.5 L/d (batch-theil over 9.5d, 39 pts)
28/03/2026 22:02:26 614.87 617.28 46.9 Valid Immediate GOOD
• Smoothing: Window [617.28, 614.87, 619.70] -> Median: 617.28
• Stability Filter: No change in volume.
• Usage Rate: 46.9 L/d (batch-theil over 9.8d, 40 pts)
29/03/2026 04:02:43 619.70 614.87 46.0 Valid Immediate GOOD
• Smoothing: Window [614.87, 619.70, 610.30] -> Median: 614.87
• Monotonic Logic: Accepted Small Sustained Top-up Rise of 2.4L. Future confirms sustain (>0.5 days).
• Usage Rate: 46.0 L/d (batch-theil over 10.0d, 41 pts)
29/03/2026 10:03:01 610.30 612.45 45.4 Valid Immediate GOOD
• Smoothing: Window [619.70, 610.30, 612.45] -> Median: 612.45
• Monotonic Logic: Accepted Small Sustained Top-up Rise of 2.4L. Future confirms sustain (>0.5 days).
• Usage Rate: 45.4 L/d (batch-theil over 10.3d, 42 pts)
29/03/2026 16:03:18 612.45 612.45 44.4 Valid Immediate GOOD
• Smoothing: Window [610.30, 612.45, 612.45] -> Median: 612.45
• Stability Filter: No change in volume.
• Usage Rate: 44.4 L/d (batch-theil over 10.5d, 43 pts)
29/03/2026 22:03:33 612.45 612.45 43.4 Valid Immediate GOOD
• Smoothing: Window [612.45, 612.45, 612.45] -> Median: 612.45
• Stability Filter: No change in volume.
• Usage Rate: 43.4 L/d (batch-theil over 10.8d, 44 pts)
30/03/2026 04:03:50 612.45 612.45 42.5 Valid Immediate GOOD
• Smoothing: Window [612.45, 612.45, 706.69] -> Median: 612.45
• Stability Filter: No change in volume.
• Usage Rate: 42.5 L/d (batch-theil over 11.0d, 45 pts)
30/03/2026 10:04:06 706.69 706.69 42.7 BATCH_FILL Immediate GOOD
• Smoothing: Window [612.45, 706.69, 725.76] -> Median: 706.69
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Event: BATCH_FILL detected. Drop 94.2L in 6.0h (15.7 L/h).
• Usage Rate: 42.7 L/d (batch-theil over 11.3d, 46 pts)
30/03/2026 16:04:25 725.76 725.76 43.1 Valid Immediate GOOD
• Smoothing: Window [706.69, 725.76, 737.30] -> Median: 725.76
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 43.1 L/d (batch-theil over 11.5d, 47 pts)
31/03/2026 04:04:58 737.30 737.30 43.1 Valid Immediate GOOD
• Smoothing: Window [725.76, 737.30, 737.30] -> Median: 737.30 (Edge Protected)
• Stability Filter: Accepted drop. Future rise is Real Top-up (Ended 556.1L higher). Drop accepted.
• Usage Rate: 43.1 L/d (batch-theil over 12.0d, 48 pts)
31/03/2026 10:05:15 169.69 169.69 - EMPTYING Verified (Latency) GOOD
• Smoothing: Window [169.69, 169.69, 233.33] -> Median: 169.69 (Edge Protected)
• Monotonic Logic: Accepted Top-up Rise of 567.6L. Future stepped down gradually (Valid Usage).
31/03/2026 16:05:32 233.33 233.33 - BATCH_FILL Immediate GOOD
• Smoothing: Window [169.69, 233.33, 237.89] -> Median: 233.33
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Event: BATCH_FILL detected. Drop 63.6L in 6.0h (10.6 L/h).
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
31/03/2026 22:05:49 237.89 235.47 - Valid Immediate FAIR
• Smoothing: Window [233.33, 237.89, 235.47] -> Median: 235.47
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
01/04/2026 04:06:06 235.47 237.89 - Valid Immediate FAIR
• Smoothing: Window [237.89, 235.47, 355.76] -> Median: 237.89
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
01/04/2026 10:06:22 355.76 355.76 - BATCH_FILL Immediate GOOD
• Smoothing: Window [235.47, 355.76, 374.56] -> Median: 355.76
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Event: BATCH_FILL detected. Drop 117.9L in 6.0h (19.6 L/h).
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
01/04/2026 16:06:39 374.56 374.56 - Valid Immediate GOOD
• Smoothing: Window [355.76, 374.56, 388.79] -> Median: 374.56
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
01/04/2026 22:06:57 388.79 376.97 - Valid Immediate FAIR
• Smoothing: Window [374.56, 388.79, 376.97] -> Median: 376.97
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
02/04/2026 10:07:30 376.97 388.79 - Valid Immediate FAIR
• Smoothing: Window [388.79, 376.97, 405.17] -> Median: 388.79
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
02/04/2026 16:07:49 405.17 405.17 87.3 Valid Immediate GOOD
• Smoothing: Window [376.97, 405.17, 414.56] -> Median: 405.17
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 87.3 L/d (batch-theil over 2.0d, 8 pts)
02/04/2026 22:08:08 414.56 414.56 77.8 Valid Immediate GOOD
• Smoothing: Window [405.17, 414.56, 419.40] -> Median: 414.56
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 77.8 L/d (batch-theil over 2.3d, 9 pts)
03/04/2026 10:08:44 419.40 416.98 65.5 Valid Immediate GOOD
• Smoothing: Window [414.56, 419.40, 416.98] -> Median: 416.98
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 65.5 L/d (batch-theil over 2.8d, 10 pts)
03/04/2026 16:09:01 416.98 416.98 42.4 Valid Immediate GOOD
• Smoothing: Window [419.40, 416.98, 386.37] -> Median: 416.98
• Stability Filter: No change in volume.
• Usage Rate: 42.4 L/d (batch-theil over 3.0d, 11 pts)
03/04/2026 22:09:17 386.37 416.98 38.4 Valid Immediate FAIR
• Smoothing: Window [416.98, 386.37, 426.38] -> Median: 416.98
• Stability Filter: No change in volume.
• Usage Rate: 38.4 L/d (batch-theil over 3.3d, 12 pts)
04/04/2026 10:09:50 426.38 414.56 35.3 Valid Immediate FAIR
• Smoothing: Window [386.37, 426.38, 414.56] -> Median: 414.56
• Monotonic Logic: Accepted Small Sustained Top-up Rise of 2.4L. Future confirms sustain (>0.5 days).
• Usage Rate: 35.3 L/d (batch-theil over 3.8d, 13 pts)
04/04/2026 16:10:07 414.56 414.56 30.6 Valid Immediate GOOD
• Smoothing: Window [426.38, 414.56, 388.79] -> Median: 414.56
• Stability Filter: No change in volume.
• Usage Rate: 30.6 L/d (batch-theil over 4.0d, 14 pts)
04/04/2026 22:10:22 388.79 414.56 24.5 Valid Immediate FAIR
• Smoothing: Window [414.56, 388.79, 423.96] -> Median: 414.56
• Stability Filter: No change in volume.
• Usage Rate: 24.5 L/d (batch-theil over 4.3d, 15 pts)
05/04/2026 10:10:56 423.96 423.96 21.9 Valid Immediate GOOD
• Smoothing: Window [388.79, 423.96, 428.79] -> Median: 423.96
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 21.9 L/d (batch-theil over 4.8d, 16 pts)
05/04/2026 16:11:13 428.79 423.96 18.8 Valid Immediate FAIR
• Smoothing: Window [423.96, 428.79, 407.58] -> Median: 423.96
• Stability Filter: No change in volume.
• Usage Rate: 18.8 L/d (batch-theil over 5.0d, 17 pts)
05/04/2026 22:11:30 407.58 407.58 16.0 Valid Immediate GOOD
• Smoothing: Window [428.79, 407.58, 381.54] -> Median: 407.58
• Monotonic Logic: Accepted Small Sustained Top-up Rise of 16.4L. Future confirms sustain (>0.5 days).
• Usage Rate: 16.0 L/d (batch-theil over 5.3d, 18 pts)
06/04/2026 10:12:02 381.54 400.60 13.3 Valid Immediate FAIR
• Smoothing: Window [407.58, 381.54, 400.60] -> Median: 400.60
• Monotonic Logic: Accepted Small Sustained Top-up Rise of 7.0L. Future confirms sustain (>0.5 days).
• Usage Rate: 13.3 L/d (batch-theil over 5.8d, 19 pts)
06/04/2026 16:12:18 400.60 381.54 12.4 Valid Immediate FAIR
• Smoothing: Window [381.54, 400.60, 376.97] -> Median: 381.54
• Monotonic Logic: Accepted Small Sustained Top-up Rise of 19.1L. Future confirms sustain (>0.5 days).
• Usage Rate: 12.4 L/d (batch-theil over 6.0d, 20 pts)
06/04/2026 22:12:35 376.97 400.60 11.1 Valid Immediate FAIR
• Smoothing: Window [400.60, 376.97, 501.83] -> Median: 400.60
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 11.1 L/d (batch-theil over 6.3d, 21 pts)
07/04/2026 10:13:10 501.83 501.83 12.9 Valid Immediate GOOD
• Smoothing: Window [376.97, 501.83, 574.86] -> Median: 501.83
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Event Check: Drop of 101.2L over 12.0h. Rate 8.43L/h is safe (<15). Ignored.
• Usage Rate: 12.9 L/d (batch-theil over 6.8d, 22 pts)
07/04/2026 16:13:27 574.86 574.86 18.1 BATCH_FILL Immediate GOOD
• Smoothing: Window [501.83, 574.86, 577.28] -> Median: 574.86
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Event: BATCH_FILL detected. Drop 73.0L in 6.0h (12.2 L/h).
• Usage Rate: 18.1 L/d (batch-theil over 7.0d, 23 pts)
07/04/2026 22:13:43 577.28 574.86 21.7 Valid Immediate GOOD
• Smoothing: Window [574.86, 577.28, 572.44] -> Median: 574.86
• Stability Filter: No change in volume.
• Usage Rate: 21.7 L/d (batch-theil over 7.3d, 24 pts)
08/04/2026 10:14:17 572.44 577.28 24.4 Valid Immediate GOOD
• Smoothing: Window [577.28, 572.44, 584.26] -> Median: 577.28
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 24.4 L/d (batch-theil over 7.8d, 25 pts)
08/04/2026 16:14:33 584.26 581.84 28.3 Valid Immediate GOOD
• Smoothing: Window [572.44, 584.26, 581.84] -> Median: 581.84
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 28.3 L/d (batch-theil over 8.0d, 26 pts)
08/04/2026 22:14:50 581.84 584.26 29.6 Valid Immediate GOOD
• Smoothing: Window [584.26, 581.84, 612.45] -> Median: 584.26
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 29.6 L/d (batch-theil over 8.3d, 27 pts)
09/04/2026 10:15:21 612.45 607.88 30.5 Valid Immediate GOOD
• Smoothing: Window [581.84, 612.45, 607.88] -> Median: 607.88
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 30.5 L/d (batch-theil over 8.8d, 28 pts)
09/04/2026 16:15:40 607.88 612.45 30.8 Valid Immediate GOOD
• Smoothing: Window [612.45, 607.88, 614.87] -> Median: 612.45
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 30.8 L/d (batch-theil over 9.0d, 29 pts)
09/04/2026 22:15:57 614.87 614.87 30.8 Valid Immediate GOOD
• Smoothing: Window [607.88, 614.87, 614.87] -> Median: 614.87
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 30.8 L/d (batch-theil over 9.3d, 30 pts)
10/04/2026 04:16:14 614.87 614.87 30.8 Valid Immediate GOOD
• Smoothing: Window [614.87, 614.87, 730.32] -> Median: 614.87
• Stability Filter: No change in volume.
• Usage Rate: 30.8 L/d (batch-theil over 9.5d, 31 pts)
10/04/2026 10:16:28 730.32 730.32 31.8 BATCH_FILL Immediate GOOD
• Smoothing: Window [614.87, 730.32, 730.32] -> Median: 730.32
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Event: BATCH_FILL detected. Drop 115.5L in 6.0h (19.2 L/h).
• Usage Rate: 31.8 L/d (batch-theil over 9.8d, 32 pts)
10/04/2026 16:16:45 730.32 730.32 33.6 Valid Immediate GOOD
• Smoothing: Window [730.32, 730.32, 735.15] -> Median: 730.32
• Stability Filter: No change in volume.
• Usage Rate: 33.6 L/d (batch-theil over 10.0d, 33 pts)
10/04/2026 22:17:02 735.15 735.15 35.1 Valid Immediate GOOD
• Smoothing: Window [730.32, 735.15, 735.15] -> Median: 735.15
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 35.1 L/d (batch-theil over 10.3d, 34 pts)
11/04/2026 04:17:19 735.15 735.15 37.9 Valid Immediate GOOD
• Smoothing: Window [735.15, 735.15, 751.53] -> Median: 735.15
• Stability Filter: No change in volume.
• Usage Rate: 37.9 L/d (batch-theil over 10.5d, 35 pts)
11/04/2026 10:17:36 751.53 749.12 39.3 Valid Immediate GOOD
• Smoothing: Window [735.15, 751.53, 749.12] -> Median: 749.12
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 39.3 L/d (batch-theil over 10.8d, 36 pts)
11/04/2026 16:17:53 749.12 751.53 39.5 Valid Immediate GOOD
• Smoothing: Window [751.53, 749.12, 753.95] -> Median: 751.53
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 39.5 L/d (batch-theil over 11.0d, 37 pts)
11/04/2026 22:18:10 753.95 753.95 39.9 Valid Immediate GOOD
• Smoothing: Window [749.12, 753.95, 760.93] -> Median: 753.95
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 39.9 L/d (batch-theil over 11.3d, 38 pts)
12/04/2026 10:18:43 760.93 753.95 39.9 Valid Immediate GOOD
• Smoothing: Window [753.95, 760.93, 749.12] -> Median: 753.95
• Stability Filter: No change in volume.
• Usage Rate: 39.9 L/d (batch-theil over 11.8d, 39 pts)
12/04/2026 16:18:58 749.12 749.12 39.9 Valid Immediate GOOD
• Smoothing: Window [760.93, 749.12, 739.72] -> Median: 749.12
• Monotonic Logic: Accepted Small Sustained Top-up Rise of 4.8L. Future confirms sustain (>0.5 days).
• Usage Rate: 39.9 L/d (batch-theil over 12.0d, 40 pts)
12/04/2026 22:19:14 739.72 749.12 39.8 Valid Immediate FAIR
• Smoothing: Window [749.12, 739.72, 824.56] -> Median: 749.12
• Stability Filter: No change in volume.
• Usage Rate: 39.8 L/d (batch-theil over 12.3d, 41 pts)
13/04/2026 10:19:48 824.56 824.56 40.2 Valid Immediate GOOD
• Smoothing: Window [739.72, 824.56, 833.96] -> Median: 824.56
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Event Check: Drop of 75.4L over 12.0h. Rate 6.28L/h is safe (<15). Ignored.
• Usage Rate: 40.2 L/d (batch-theil over 12.8d, 42 pts)
13/04/2026 16:20:05 833.96 824.56 40.5 Valid Immediate FAIR
• Smoothing: Window [824.56, 833.96, 824.56] -> Median: 824.56
• Stability Filter: No change in volume.
• Usage Rate: 40.5 L/d (batch-theil over 13.0d, 43 pts)
13/04/2026 22:20:22 824.56 826.98 40.6 Valid Immediate GOOD
• Smoothing: Window [833.96, 824.56, 826.98] -> Median: 826.98
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 40.6 L/d (batch-theil over 13.3d, 44 pts)
14/04/2026 10:20:55 826.98 826.98 40.6 Valid Immediate GOOD
• Smoothing: Window [824.56, 826.98, 831.54] -> Median: 826.98
• Stability Filter: No change in volume.
• Usage Rate: 40.6 L/d (batch-theil over 13.8d, 45 pts)
14/04/2026 16:21:12 831.54 826.98 40.0 Valid Immediate GOOD
• Smoothing: Window [826.98, 831.54, 824.56] -> Median: 826.98
• Stability Filter: No change in volume.
• Usage Rate: 40.0 L/d (batch-theil over 13.8d, 45 pts)
14/04/2026 22:21:28 824.56 831.54 39.3 Valid Immediate GOOD
• Smoothing: Window [831.54, 824.56, 906.99] -> Median: 831.54
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 39.3 L/d (batch-theil over 13.8d, 45 pts)
15/04/2026 10:22:02 906.99 904.58 39.7 Valid Immediate GOOD
• Smoothing: Window [824.56, 906.99, 904.58] -> Median: 904.58
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Event Check: Drop of 73.0L over 12.0h. Rate 6.08L/h is safe (<15). Ignored.
• Usage Rate: 39.7 L/d (batch-theil over 13.8d, 44 pts)
15/04/2026 16:22:18 904.58 904.58 40.6 Valid Immediate GOOD
• Smoothing: Window [906.99, 904.58, 900.01] -> Median: 904.58
• Stability Filter: No change in volume.
• Usage Rate: 40.6 L/d (batch-theil over 13.8d, 44 pts)
15/04/2026 22:22:35 900.01 904.58 41.4 Valid Immediate GOOD
• Smoothing: Window [904.58, 900.01, 911.83] -> Median: 904.58
• Stability Filter: No change in volume.
• Usage Rate: 41.4 L/d (batch-theil over 13.5d, 44 pts)
16/04/2026 10:23:09 911.83 906.99 41.8 Valid Immediate GOOD
• Smoothing: Window [900.01, 911.83, 906.99] -> Median: 906.99
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 41.8 L/d (batch-theil over 13.8d, 44 pts)
16/04/2026 16:23:26 906.99 911.83 42.3 Valid Immediate GOOD
• Smoothing: Window [911.83, 906.99, 916.39] -> Median: 911.83
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 42.3 L/d (batch-theil over 13.8d, 44 pts)
16/04/2026 22:23:42 916.39 916.39 42.5 Valid Immediate GOOD
• Smoothing: Window [906.99, 916.39, 916.39] -> Median: 916.39
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 42.5 L/d (batch-theil over 13.5d, 44 pts)
17/04/2026 10:24:16 916.39 916.39 42.5 Valid Immediate GOOD
• Smoothing: Window [916.39, 916.39, 909.41] -> Median: 916.39
• Stability Filter: No change in volume.
• Usage Rate: 42.5 L/d (batch-theil over 13.8d, 44 pts)
17/04/2026 16:24:32 909.41 914.24 42.5 Valid Immediate GOOD
• Smoothing: Window [916.39, 909.41, 914.24] -> Median: 914.24
• Monotonic Logic: Accepted Small Sustained Top-up Rise of 2.1L. Future confirms sustain (>0.5 days).
• Usage Rate: 42.5 L/d (batch-theil over 13.8d, 44 pts)
17/04/2026 22:24:49 914.24 914.24 42.4 Valid Immediate GOOD
• Smoothing: Window [909.41, 914.24, 918.81] -> Median: 914.24
• Stability Filter: No change in volume.
• Usage Rate: 42.4 L/d (batch-theil over 13.5d, 44 pts)
18/04/2026 10:25:22 918.81 918.81 42.0 Valid Immediate GOOD
• Smoothing: Window [914.24, 918.81, 921.22] -> Median: 918.81
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 42.0 L/d (batch-theil over 13.8d, 44 pts)
18/04/2026 16:25:39 921.22 918.81 41.6 Valid Immediate GOOD
• Smoothing: Window [918.81, 921.22, 911.83] -> Median: 918.81
• Stability Filter: No change in volume.
• Usage Rate: 41.6 L/d (batch-theil over 13.8d, 44 pts)
18/04/2026 22:25:54 911.83 918.81 40.3 Valid Immediate GOOD
• Smoothing: Window [921.22, 911.83, 918.81] -> Median: 918.81
• Stability Filter: No change in volume.
• Usage Rate: 40.3 L/d (batch-theil over 13.5d, 44 pts)
19/04/2026 10:26:27 918.81 911.83 38.8 Valid Immediate GOOD
• Smoothing: Window [911.83, 918.81, 906.99] -> Median: 911.83
• Monotonic Logic: Accepted Small Sustained Top-up Rise of 7.0L. Future confirms sustain (>0.5 days).
• Usage Rate: 38.8 L/d (batch-theil over 13.8d, 44 pts)
19/04/2026 16:26:44 906.99 909.41 36.9 Valid Immediate GOOD
• Smoothing: Window [918.81, 906.99, 909.41] -> Median: 909.41
• Monotonic Logic: Accepted Small Sustained Top-up Rise of 2.4L. Future confirms sustain (>0.5 days).
• Usage Rate: 36.9 L/d (batch-theil over 13.8d, 44 pts)
19/04/2026 22:27:00 909.41 909.41 34.8 Valid Immediate GOOD
• Smoothing: Window [906.99, 909.41, 921.22] -> Median: 909.41
• Stability Filter: No change in volume.
• Usage Rate: 34.8 L/d (batch-theil over 13.5d, 44 pts)
20/04/2026 10:27:36 921.22 921.22 32.8 Valid Immediate GOOD
• Smoothing: Window [909.41, 921.22, 928.20] -> Median: 921.22
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 32.8 L/d (batch-theil over 13.8d, 44 pts)
20/04/2026 16:27:52 928.20 928.20 30.7 Valid Immediate GOOD
• Smoothing: Window [921.22, 928.20, 930.62] -> Median: 928.20
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 30.7 L/d (batch-theil over 13.8d, 44 pts)
20/04/2026 22:28:09 930.62 928.20 29.1 Valid Immediate GOOD
• Smoothing: Window [928.20, 930.62, 923.64] -> Median: 928.20
• Stability Filter: No change in volume.
• Usage Rate: 29.1 L/d (batch-theil over 13.5d, 44 pts)
21/04/2026 04:28:23 923.64 930.62 28.5 Valid Immediate GOOD
• Smoothing: Window [930.62, 923.64, 1,081.52] -> Median: 930.62
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 28.5 L/d (batch-theil over 13.8d, 45 pts)
21/04/2026 10:28:42 1,081.52 1,081.52 28.5 BATCH_FILL Immediate GOOD
• Smoothing: Window [923.64, 1,081.52, 1,137.90] -> Median: 1,081.52
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Event: BATCH_FILL detected. Drop 150.9L in 6.0h (25.1 L/h).
• Usage Rate: 28.5 L/d (batch-theil over 13.8d, 45 pts)
21/04/2026 16:28:58 1,137.90 1,137.90 28.9 BATCH_FILL Immediate GOOD
• Smoothing: Window [1,081.52, 1,137.90, 1,142.74] -> Median: 1,137.90
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Event: BATCH_FILL detected. Drop 56.4L in 6.0h (9.4 L/h).
• Usage Rate: 28.9 L/d (batch-theil over 13.8d, 45 pts)
21/04/2026 22:29:15 1,142.74 1,140.32 29.2 Valid Immediate GOOD
• Smoothing: Window [1,137.90, 1,142.74, 1,140.32] -> Median: 1,140.32
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 29.2 L/d (batch-theil over 13.5d, 45 pts)
22/04/2026 04:29:32 1,140.32 1,142.74 30.0 Valid Immediate GOOD
• Smoothing: Window [1,142.74, 1,140.32, 1,189.72] -> Median: 1,142.74
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 30.0 L/d (batch-theil over 13.8d, 46 pts)
22/04/2026 10:29:53 1,189.72 1,189.72 30.6 Valid Immediate GOOD
• Smoothing: Window [1,140.32, 1,189.72, 1,201.54] -> Median: 1,189.72
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 30.6 L/d (batch-theil over 13.8d, 46 pts)
22/04/2026 16:30:31 1,201.54 1,201.54 31.1 Valid Immediate GOOD
• Smoothing: Window [1,189.72, 1,201.54, 1,201.54] -> Median: 1,201.54
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 31.1 L/d (batch-theil over 13.8d, 46 pts)
22/04/2026 22:30:48 1,201.54 1,201.54 31.4 Valid Immediate GOOD
• Smoothing: Window [1,201.54, 1,201.54, 1,192.14] -> Median: 1,201.54
• Stability Filter: No change in volume.
• Usage Rate: 31.4 L/d (batch-theil over 13.5d, 46 pts)
23/04/2026 04:31:02 1,192.14 1,192.14 32.7 Valid Immediate GOOD
• Smoothing: Window [1,201.54, 1,192.14, 1,192.14] -> Median: 1,192.14 (Edge Protected)
• Monotonic Logic: Accepted Small Sustained Top-up Rise of 9.4L. Future confirms sustain (Continuous rising).
• Usage Rate: 32.7 L/d (batch-theil over 13.8d, 47 pts)
23/04/2026 10:31:21 157.88 157.88 - EMPTYING Verified (Latency) GOOD
• Smoothing: Window [157.88, 157.88, 181.51] -> Median: 157.88 (Edge Protected)
• Monotonic Logic: Accepted Top-up Rise of 1,034.3L. Future confirms sustain (>0.5 days).
23/04/2026 16:31:37 181.51 174.26 - Valid Immediate FAIR
• Smoothing: Window [157.88, 181.51, 174.26] -> Median: 174.26
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
23/04/2026 22:31:58 174.26 176.67 - Valid Immediate FAIR
• Smoothing: Window [181.51, 174.26, 176.67] -> Median: 176.67
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
24/04/2026 04:32:15 176.67 176.67 - Valid Immediate GOOD
• Smoothing: Window [174.26, 176.67, 176.67] -> Median: 176.67
• Stability Filter: No change in volume.
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
24/04/2026 10:32:31 176.67 176.67 - Valid Immediate GOOD
• Smoothing: Window [176.67, 176.67, 303.94] -> Median: 176.67
• Stability Filter: No change in volume.
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
24/04/2026 16:32:48 303.94 303.94 - BATCH_FILL Immediate GOOD
• Smoothing: Window [176.67, 303.94, 306.36] -> Median: 303.94
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Event: BATCH_FILL detected. Drop 127.3L in 6.0h (21.2 L/h).
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
24/04/2026 22:33:04 306.36 306.36 - Valid Immediate GOOD
• Smoothing: Window [303.94, 306.36, 313.34] -> Median: 306.36
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
25/04/2026 04:33:21 313.34 313.34 - Valid Immediate GOOD
• Smoothing: Window [306.36, 313.34, 313.34] -> Median: 313.34
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
25/04/2026 10:33:38 313.34 313.34 - Valid Immediate GOOD
• Smoothing: Window [313.34, 313.34, 318.17] -> Median: 313.34
• Stability Filter: No change in volume.
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
25/04/2026 16:33:55 318.17 315.76 79.4 Valid Immediate GOOD
• Smoothing: Window [313.34, 318.17, 315.76] -> Median: 315.76
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 79.4 L/d (batch-theil over 2.0d, 9 pts)
25/04/2026 22:34:12 315.76 318.17 70.7 Valid Immediate GOOD
• Smoothing: Window [318.17, 315.76, 318.17] -> Median: 318.17
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 70.7 L/d (batch-theil over 2.3d, 10 pts)
26/04/2026 04:34:28 318.17 318.17 57.5 Valid Immediate GOOD
• Smoothing: Window [315.76, 318.17, 320.32] -> Median: 318.17
• Stability Filter: No change in volume.
• Usage Rate: 57.5 L/d (batch-theil over 2.5d, 11 pts)
26/04/2026 10:34:45 320.32 318.17 23.3 Valid Immediate GOOD
• Smoothing: Window [318.17, 320.32, 318.17] -> Median: 318.17
• Stability Filter: No change in volume.
• Usage Rate: 23.3 L/d (batch-theil over 2.8d, 12 pts)
26/04/2026 16:35:02 318.17 318.17 13.2 Valid Immediate GOOD
• Smoothing: Window [320.32, 318.17, 313.34] -> Median: 318.17
• Stability Filter: No change in volume.
• Usage Rate: 13.2 L/d (batch-theil over 3.0d, 13 pts)
26/04/2026 22:35:18 313.34 315.76 11.8 Valid Immediate GOOD
• Smoothing: Window [318.17, 313.34, 315.76] -> Median: 315.76
• Monotonic Logic: Accepted Small Sustained Top-up Rise of 2.4L. Future confirms sustain (>0.5 days).
• Usage Rate: 11.8 L/d (batch-theil over 3.3d, 14 pts)
27/04/2026 04:35:35 315.76 315.76 9.7 Valid Immediate GOOD
• Smoothing: Window [313.34, 315.76, 346.37] -> Median: 315.76
• Stability Filter: No change in volume.
• Usage Rate: 9.7 L/d (batch-theil over 3.5d, 15 pts)
27/04/2026 10:35:52 346.37 346.37 15.0 Valid Immediate GOOD
• Smoothing: Window [315.76, 346.37, 348.78] -> Median: 346.37
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 15.0 L/d (batch-theil over 3.8d, 16 pts)
27/04/2026 16:36:08 348.78 346.37 16.0 Valid Immediate GOOD
• Smoothing: Window [346.37, 348.78, 346.37] -> Median: 346.37
• Stability Filter: No change in volume.
• Usage Rate: 16.0 L/d (batch-theil over 4.0d, 17 pts)
27/04/2026 22:36:25 346.37 346.37 16.1 Valid Immediate GOOD
• Smoothing: Window [348.78, 346.37, 346.37] -> Median: 346.37
• Stability Filter: No change in volume.
• Usage Rate: 16.1 L/d (batch-theil over 4.3d, 18 pts)
28/04/2026 04:36:41 346.37 346.37 16.0 Valid Immediate GOOD
• Smoothing: Window [346.37, 346.37, 343.95] -> Median: 346.37
• Stability Filter: No change in volume.
• Usage Rate: 16.0 L/d (batch-theil over 4.5d, 19 pts)
28/04/2026 10:36:58 343.95 346.37 15.0 Valid Immediate GOOD
• Smoothing: Window [346.37, 343.95, 350.93] -> Median: 346.37
• Stability Filter: No change in volume.
• Usage Rate: 15.0 L/d (batch-theil over 4.8d, 20 pts)
28/04/2026 16:37:15 350.93 350.93 14.6 Valid Immediate GOOD
• Smoothing: Window [343.95, 350.93, 353.35] -> Median: 350.93
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 14.6 L/d (batch-theil over 5.0d, 21 pts)
28/04/2026 22:37:31 353.35 353.35 14.1 Valid Immediate GOOD
• Smoothing: Window [350.93, 353.35, 353.35] -> Median: 353.35
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 14.1 L/d (batch-theil over 5.3d, 22 pts)
29/04/2026 04:37:48 353.35 353.35 14.0 Valid Immediate GOOD
• Smoothing: Window [353.35, 353.35, 402.75] -> Median: 353.35
• Stability Filter: No change in volume.
• Usage Rate: 14.0 L/d (batch-theil over 5.5d, 23 pts)
29/04/2026 10:38:05 402.75 402.75 15.4 Valid Immediate GOOD
• Smoothing: Window [353.35, 402.75, 456.99] -> Median: 402.75
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 15.4 L/d (batch-theil over 5.8d, 24 pts)
29/04/2026 16:38:21 456.99 454.84 18.5 BATCH_FILL Immediate GOOD
• Smoothing: Window [402.75, 456.99, 454.84] -> Median: 454.84
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Event: BATCH_FILL detected. Drop 52.1L in 6.0h (8.7 L/h).
• Usage Rate: 18.5 L/d (batch-theil over 6.0d, 25 pts)
29/04/2026 22:38:38 454.84 454.84 21.4 Valid Immediate GOOD
• Smoothing: Window [456.99, 454.84, 412.42] -> Median: 454.84
• Stability Filter: No change in volume.
• Usage Rate: 21.4 L/d (batch-theil over 6.3d, 26 pts)
30/04/2026 04:38:55 412.42 454.84 26.0 Valid Immediate FAIR
• Smoothing: Window [454.84, 412.42, 805.77] -> Median: 454.84
• Stability Filter: No change in volume.
• Usage Rate: 26.0 L/d (batch-theil over 6.5d, 27 pts)
30/04/2026 10:39:12 805.77 805.77 30.4 BATCH_FILL Immediate GOOD
• Smoothing: Window [412.42, 805.77, 824.56] -> Median: 805.77
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Event: BATCH_FILL detected. Drop 350.9L in 6.0h (58.4 L/h).
• Usage Rate: 30.4 L/d (batch-theil over 6.8d, 28 pts)
30/04/2026 16:39:28 824.56 824.56 34.1 Valid Immediate GOOD
• Smoothing: Window [805.77, 824.56, 824.56] -> Median: 824.56
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 34.1 L/d (batch-theil over 7.0d, 29 pts)
30/04/2026 22:39:45 824.56 824.56 37.2 Valid Immediate GOOD
• Smoothing: Window [824.56, 824.56, 822.15] -> Median: 824.56
• Stability Filter: No change in volume.
• Usage Rate: 37.2 L/d (batch-theil over 7.3d, 30 pts)
01/05/2026 04:40:01 822.15 824.56 39.4 Valid Immediate GOOD
• Smoothing: Window [824.56, 822.15, 831.54] -> Median: 824.56
• Stability Filter: No change in volume.
• Usage Rate: 39.4 L/d (batch-theil over 7.5d, 31 pts)
01/05/2026 10:40:18 831.54 831.54 42.2 Valid Immediate GOOD
• Smoothing: Window [822.15, 831.54, 885.78] -> Median: 831.54
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 42.2 L/d (batch-theil over 7.8d, 32 pts)
01/05/2026 16:40:35 885.78 885.78 45.2 BATCH_FILL Immediate GOOD
• Smoothing: Window [831.54, 885.78, 897.60] -> Median: 885.78
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Event: BATCH_FILL detected. Drop 54.2L in 6.0h (9.0 L/h).
• Usage Rate: 45.2 L/d (batch-theil over 8.0d, 33 pts)
01/05/2026 22:40:50 897.60 890.61 48.3 Valid Immediate GOOD
• Smoothing: Window [885.78, 897.60, 890.61] -> Median: 890.61
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 48.3 L/d (batch-theil over 8.3d, 34 pts)
02/05/2026 04:41:08 890.61 890.61 52.2 Valid Immediate GOOD
• Smoothing: Window [897.60, 890.61, 890.61] -> Median: 890.61
• Stability Filter: No change in volume.
• Usage Rate: 52.2 L/d (batch-theil over 8.5d, 35 pts)
02/05/2026 10:41:23 890.61 890.61 56.0 Valid Immediate GOOD
• Smoothing: Window [890.61, 890.61, 890.61] -> Median: 890.61
• Stability Filter: No change in volume.
• Usage Rate: 56.0 L/d (batch-theil over 8.8d, 36 pts)
02/05/2026 16:41:40 890.61 890.61 61.2 Valid Immediate GOOD
• Smoothing: Window [890.61, 890.61, 890.61] -> Median: 890.61
• Stability Filter: No change in volume.
• Usage Rate: 61.2 L/d (batch-theil over 9.0d, 37 pts)
02/05/2026 22:41:56 890.61 890.61 64.0 Valid Immediate GOOD
• Smoothing: Window [890.61, 890.61, 890.61] -> Median: 890.61
• Stability Filter: No change in volume.
• Usage Rate: 64.0 L/d (batch-theil over 9.3d, 38 pts)
03/05/2026 04:42:13 890.61 890.61 70.7 Valid Immediate GOOD
• Smoothing: Window [890.61, 890.61, 890.61] -> Median: 890.61
• Stability Filter: No change in volume.
• Usage Rate: 70.7 L/d (batch-theil over 9.5d, 39 pts)
03/05/2026 10:42:32 890.61 890.61 71.6 Valid Immediate GOOD
• Smoothing: Window [890.61, 890.61, 796.37] -> Median: 890.61
• Stability Filter: No change in volume.
• Usage Rate: 71.6 L/d (batch-theil over 9.8d, 40 pts)
03/05/2026 16:42:46 796.37 890.61 72.1 Valid Immediate FAIR
• Smoothing: Window [890.61, 796.37, 895.18] -> Median: 890.61
• Stability Filter: No change in volume.
• Usage Rate: 72.1 L/d (batch-theil over 10.0d, 41 pts)
03/05/2026 22:43:03 895.18 873.97 71.6 Valid Immediate FAIR
• Smoothing: Window [796.37, 895.18, 873.97] -> Median: 873.97
• Monotonic Logic: Accepted Small Sustained Top-up Rise of 16.6L. Future confirms sustain (>0.5 days).
• Usage Rate: 71.6 L/d (batch-theil over 10.3d, 42 pts)
04/05/2026 04:43:21 873.97 881.22 70.7 Valid Immediate GOOD
• Smoothing: Window [895.18, 873.97, 881.22] -> Median: 881.22
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 70.7 L/d (batch-theil over 10.5d, 43 pts)
04/05/2026 10:43:38 881.22 881.22 70.3 Valid Immediate GOOD
• Smoothing: Window [873.97, 881.22, 885.78] -> Median: 881.22
• Stability Filter: No change in volume.
• Usage Rate: 70.3 L/d (batch-theil over 10.8d, 44 pts)
04/05/2026 16:43:55 885.78 885.78 69.2 Valid Immediate GOOD
• Smoothing: Window [881.22, 885.78, 885.78] -> Median: 885.78
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 69.2 L/d (batch-theil over 11.0d, 45 pts)
04/05/2026 22:44:11 885.78 885.78 68.2 Valid Immediate GOOD
• Smoothing: Window [885.78, 885.78, 890.61] -> Median: 885.78
• Stability Filter: No change in volume.
• Usage Rate: 68.2 L/d (batch-theil over 11.3d, 46 pts)
05/05/2026 04:44:26 890.61 890.61 67.0 Valid Immediate GOOD
• Smoothing: Window [885.78, 890.61, 1,166.10] -> Median: 890.61
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 67.0 L/d (batch-theil over 11.5d, 47 pts)
05/05/2026 10:44:45 1,166.10 1,166.10 69.9 BATCH_FILL Immediate GOOD
• Smoothing: Window [890.61, 1,166.10, 1,201.54] -> Median: 1,166.10
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Event: BATCH_FILL detected. Drop 275.5L in 6.0h (45.9 L/h).
• Usage Rate: 69.9 L/d (batch-theil over 11.8d, 48 pts)
05/05/2026 16:45:01 1,201.54 1,201.54 72.2 Valid Immediate GOOD
• Smoothing: Window [1,166.10, 1,201.54, 1,208.52] -> Median: 1,201.54
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 72.2 L/d (batch-theil over 12.0d, 49 pts)
05/05/2026 22:45:16 1,208.52 1,208.52 75.0 Valid Immediate GOOD
• Smoothing: Window [1,201.54, 1,208.52, 1,208.52] -> Median: 1,208.52
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 75.0 L/d (batch-theil over 12.3d, 50 pts)
06/05/2026 04:45:35 1,208.52 1,208.52 76.6 Valid Immediate GOOD
• Smoothing: Window [1,208.52, 1,208.52, 1,210.94] -> Median: 1,208.52
• Stability Filter: No change in volume.
• Usage Rate: 76.6 L/d (batch-theil over 12.5d, 51 pts)
06/05/2026 10:45:49 1,210.94 1,210.94 77.8 Valid Immediate GOOD
• Smoothing: Window [1,208.52, 1,210.94, 1,210.94] -> Median: 1,210.94 (Edge Protected)
• Stability Filter: Accepted drop. Future rise is Real Top-up (Ended 1,078.8L higher). Drop accepted.
• Usage Rate: 77.8 L/d (batch-theil over 12.8d, 52 pts)
06/05/2026 16:46:06 129.69 129.69 - EMPTYING Verified (Latency) GOOD
• Smoothing: Window [129.69, 129.69, 141.23] -> Median: 129.69 (Edge Protected)
• Monotonic Logic: Accepted Top-up Rise of 1,081.2L. Future confirms sustain (>0.5 days).
06/05/2026 22:46:24 141.23 139.08 - Valid Immediate FAIR
• Smoothing: Window [129.69, 141.23, 139.08] -> Median: 139.08
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
07/05/2026 04:46:41 139.08 141.23 - Valid Immediate FAIR
• Smoothing: Window [141.23, 139.08, 176.67] -> Median: 141.23
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
07/05/2026 10:46:58 176.67 176.67 - Valid Immediate GOOD
• Smoothing: Window [139.08, 176.67, 483.03] -> Median: 176.67
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
07/05/2026 16:47:14 483.03 478.20 - BATCH_FILL Immediate FAIR
• Smoothing: Window [176.67, 483.03, 478.20] -> Median: 478.20
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Event: BATCH_FILL detected. Drop 301.5L in 6.0h (50.2 L/h).
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
07/05/2026 22:47:31 478.20 483.03 - Valid Immediate FAIR
• Smoothing: Window [483.03, 478.20, 483.03] -> Median: 483.03
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
08/05/2026 04:47:48 483.03 480.62 - Valid Immediate GOOD
• Smoothing: Window [478.20, 483.03, 480.62] -> Median: 480.62
• Monotonic Logic: Accepted Small Sustained Top-up Rise of 2.4L. Future confirms sustain (>0.5 days).
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
08/05/2026 10:48:04 480.62 483.03 - Valid Immediate GOOD
• Smoothing: Window [483.03, 480.62, 511.22] -> Median: 483.03
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
08/05/2026 16:48:36 511.22 506.66 - Valid Immediate GOOD
• Smoothing: Window [480.62, 511.22, 506.66] -> Median: 506.66
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
08/05/2026 22:48:53 506.66 511.22 163.8 Valid Immediate GOOD
• Smoothing: Window [511.22, 506.66, 511.22] -> Median: 511.22
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 163.8 L/d (batch-theil over 2.0d, 9 pts)
09/05/2026 04:49:10 511.22 511.22 94.4 Valid Immediate GOOD
• Smoothing: Window [506.66, 511.22, 518.21] -> Median: 511.22
• Stability Filter: No change in volume.
• Usage Rate: 94.4 L/d (batch-theil over 2.3d, 10 pts)
09/05/2026 10:49:26 518.21 516.06 56.3 Valid Immediate GOOD
• Smoothing: Window [511.22, 518.21, 516.06] -> Median: 516.06
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 56.3 L/d (batch-theil over 2.5d, 11 pts)
09/05/2026 16:49:43 516.06 516.06 39.2 Valid Immediate GOOD
• Smoothing: Window [518.21, 516.06, 511.22] -> Median: 516.06
• Stability Filter: No change in volume.
• Usage Rate: 39.2 L/d (batch-theil over 2.8d, 12 pts)
09/05/2026 22:50:00 511.22 516.06 31.0 Valid Immediate GOOD
• Smoothing: Window [516.06, 511.22, 516.06] -> Median: 516.06
• Stability Filter: No change in volume.
• Usage Rate: 31.0 L/d (batch-theil over 3.0d, 13 pts)
10/05/2026 04:50:14 516.06 511.22 28.2 Valid Immediate GOOD
• Smoothing: Window [511.22, 516.06, 511.22] -> Median: 511.22
• Monotonic Logic: Accepted Small Sustained Top-up Rise of 4.8L. Future confirms sustain (>0.5 days).
• Usage Rate: 28.2 L/d (batch-theil over 3.3d, 14 pts)
10/05/2026 10:50:31 511.22 516.06 22.5 Valid Immediate GOOD
• Smoothing: Window [516.06, 511.22, 516.06] -> Median: 516.06
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 22.5 L/d (batch-theil over 3.5d, 15 pts)
10/05/2026 16:50:48 516.06 516.06 20.9 Valid Immediate GOOD
• Smoothing: Window [511.22, 516.06, 516.06] -> Median: 516.06
• Stability Filter: No change in volume.
• Usage Rate: 20.9 L/d (batch-theil over 3.8d, 16 pts)
10/05/2026 22:51:04 516.06 516.06 18.9 Valid Immediate GOOD
• Smoothing: Window [516.06, 516.06, 511.22] -> Median: 516.06
• Stability Filter: No change in volume.
• Usage Rate: 18.9 L/d (batch-theil over 4.0d, 17 pts)
11/05/2026 04:51:21 511.22 513.64 16.1 Valid Immediate GOOD
• Smoothing: Window [516.06, 511.22, 513.64] -> Median: 513.64
• Monotonic Logic: Accepted Small Sustained Top-up Rise of 2.4L. Future confirms sustain (>0.5 days).
• Usage Rate: 16.1 L/d (batch-theil over 4.3d, 18 pts)
11/05/2026 10:51:39 513.64 513.64 13.2 Valid Immediate GOOD
• Smoothing: Window [511.22, 513.64, 539.42] -> Median: 513.64
• Stability Filter: No change in volume.
• Usage Rate: 13.2 L/d (batch-theil over 4.5d, 19 pts)
11/05/2026 16:51:56 539.42 537.27 14.6 Valid Immediate GOOD
• Smoothing: Window [513.64, 539.42, 537.27] -> Median: 537.27
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 14.6 L/d (batch-theil over 4.8d, 20 pts)
11/05/2026 22:52:11 537.27 537.27 14.6 Valid Immediate GOOD
• Smoothing: Window [539.42, 537.27, 532.44] -> Median: 537.27
• Stability Filter: No change in volume.
• Usage Rate: 14.6 L/d (batch-theil over 5.0d, 21 pts)
12/05/2026 04:52:27 532.44 537.27 14.1 Valid Immediate GOOD
• Smoothing: Window [537.27, 532.44, 626.68] -> Median: 537.27
• Stability Filter: No change in volume.
• Usage Rate: 14.1 L/d (batch-theil over 5.3d, 22 pts)
12/05/2026 10:52:44 626.68 626.68 15.7 BATCH_FILL Immediate GOOD
• Smoothing: Window [532.44, 626.68, 633.66] -> Median: 626.68
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Event: BATCH_FILL detected. Drop 89.4L in 6.0h (14.9 L/h).
• Usage Rate: 15.7 L/d (batch-theil over 5.5d, 23 pts)
12/05/2026 16:53:01 633.66 633.66 18.5 Valid Immediate GOOD
• Smoothing: Window [626.68, 633.66, 638.49] -> Median: 633.66
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 18.5 L/d (batch-theil over 5.8d, 24 pts)
12/05/2026 22:53:17 638.49 633.66 22.0 Valid Immediate GOOD
• Smoothing: Window [633.66, 638.49, 629.10] -> Median: 633.66
• Stability Filter: No change in volume.
• Usage Rate: 22.0 L/d (batch-theil over 6.0d, 25 pts)
13/05/2026 04:53:36 629.10 638.49 28.3 Valid Immediate FAIR
• Smoothing: Window [638.49, 629.10, 654.87] -> Median: 638.49
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 28.3 L/d (batch-theil over 6.3d, 26 pts)
13/05/2026 10:53:52 654.87 654.87 30.6 Valid Immediate GOOD
• Smoothing: Window [629.10, 654.87, 676.08] -> Median: 654.87
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 30.6 L/d (batch-theil over 6.5d, 27 pts)
13/05/2026 16:54:07 676.08 654.87 31.4 Valid Immediate FAIR
• Smoothing: Window [654.87, 676.08, 652.72] -> Median: 654.87
• Stability Filter: No change in volume.
• Usage Rate: 31.4 L/d (batch-theil over 6.8d, 28 pts)
13/05/2026 22:54:24 652.72 669.10 31.8 Valid Immediate FAIR
• Smoothing: Window [676.08, 652.72, 669.10] -> Median: 669.10
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 31.8 L/d (batch-theil over 7.0d, 29 pts)
14/05/2026 04:54:40 669.10 669.10 31.9 Valid Immediate GOOD
• Smoothing: Window [652.72, 669.10, 739.72] -> Median: 669.10
• Stability Filter: No change in volume.
• Usage Rate: 31.9 L/d (batch-theil over 7.3d, 30 pts)
14/05/2026 10:54:57 739.72 739.72 33.0 BATCH_FILL Immediate GOOD
• Smoothing: Window [669.10, 739.72, 758.51] -> Median: 739.72
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Event: BATCH_FILL detected. Drop 70.6L in 6.0h (11.8 L/h).
• Usage Rate: 33.0 L/d (batch-theil over 7.5d, 31 pts)
14/05/2026 16:55:14 758.51 751.53 35.0 Valid Immediate GOOD
• Smoothing: Window [739.72, 758.51, 751.53] -> Median: 751.53
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 35.0 L/d (batch-theil over 7.8d, 32 pts)
14/05/2026 22:55:32 751.53 756.36 37.9 Valid Immediate GOOD
• Smoothing: Window [758.51, 751.53, 756.36] -> Median: 756.36
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 37.9 L/d (batch-theil over 8.0d, 33 pts)
15/05/2026 04:55:47 756.36 756.36 39.5 Valid Immediate GOOD
• Smoothing: Window [751.53, 756.36, 1,310.01] -> Median: 756.36
• Stability Filter: No change in volume.
• Usage Rate: 39.5 L/d (batch-theil over 8.3d, 34 pts)
15/05/2026 10:56:06 1,310.01 1,310.01 41.6 BATCH_FILL Immediate GOOD
• Smoothing: Window [756.36, 1,310.01, 1,335.79] -> Median: 1,310.01
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Event: BATCH_FILL detected. Drop 553.6L in 6.0h (92.2 L/h).
• Usage Rate: 41.6 L/d (batch-theil over 8.5d, 35 pts)
15/05/2026 16:56:21 1,335.79 1,328.81 43.9 Valid Immediate GOOD
• Smoothing: Window [1,310.01, 1,335.79, 1,328.81] -> Median: 1,328.81
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 43.9 L/d (batch-theil over 8.8d, 36 pts)
15/05/2026 22:56:37 1,328.81 1,335.79 47.2 Valid Immediate GOOD
• Smoothing: Window [1,335.79, 1,328.81, 1,338.20] -> Median: 1,335.79
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 47.2 L/d (batch-theil over 9.0d, 37 pts)
16/05/2026 04:56:54 1,338.20 1,338.20 51.6 Valid Immediate GOOD
• Smoothing: Window [1,328.81, 1,338.20, 1,361.83] -> Median: 1,338.20
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 51.6 L/d (batch-theil over 9.3d, 38 pts)
16/05/2026 10:57:11 1,361.83 1,350.02 55.4 Valid Immediate GOOD
• Smoothing: Window [1,338.20, 1,361.83, 1,350.02] -> Median: 1,350.02
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 55.4 L/d (batch-theil over 9.5d, 39 pts)
16/05/2026 16:57:27 1,350.02 1,352.43 58.7 Valid Immediate GOOD
• Smoothing: Window [1,361.83, 1,350.02, 1,352.43] -> Median: 1,352.43
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 58.7 L/d (batch-theil over 9.8d, 40 pts)
16/05/2026 22:57:44 1,352.43 1,352.43 62.6 Valid Immediate GOOD
• Smoothing: Window [1,350.02, 1,352.43, 1,352.43] -> Median: 1,352.43
• Stability Filter: No change in volume.
• Usage Rate: 62.6 L/d (batch-theil over 10.0d, 41 pts)
17/05/2026 04:58:01 1,352.43 1,352.43 67.3 Valid Immediate GOOD
• Smoothing: Window [1,352.43, 1,352.43, 1,352.43] -> Median: 1,352.43
• Stability Filter: No change in volume.
• Usage Rate: 67.3 L/d (batch-theil over 10.3d, 42 pts)
17/05/2026 10:58:17 1,352.43 1,352.43 70.7 Valid Immediate GOOD
• Smoothing: Window [1,352.43, 1,352.43, 1,357.00] -> Median: 1,352.43
• Stability Filter: No change in volume.
• Usage Rate: 70.7 L/d (batch-theil over 10.5d, 43 pts)
17/05/2026 16:58:34 1,357.00 1,352.43 75.1 Valid Immediate GOOD
• Smoothing: Window [1,352.43, 1,357.00, 1,352.43] -> Median: 1,352.43
• Stability Filter: No change in volume.
• Usage Rate: 75.1 L/d (batch-theil over 10.8d, 44 pts)
17/05/2026 22:58:51 1,352.43 1,357.00 76.9 Valid Immediate GOOD
• Smoothing: Window [1,357.00, 1,352.43, 1,357.00] -> Median: 1,357.00
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 76.9 L/d (batch-theil over 11.0d, 45 pts)
18/05/2026 04:59:08 1,357.00 1,357.00 79.2 Valid Immediate GOOD
• Smoothing: Window [1,352.43, 1,357.00, 1,448.83] -> Median: 1,357.00
• Stability Filter: No change in volume.
• Usage Rate: 79.2 L/d (batch-theil over 11.3d, 46 pts)
18/05/2026 10:59:25 1,448.83 1,448.83 80.9 BATCH_FILL Immediate GOOD
• Smoothing: Window [1,357.00, 1,448.83, 1,463.06] -> Median: 1,448.83
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Event: BATCH_FILL detected. Drop 91.8L in 6.0h (15.3 L/h).
• Usage Rate: 80.9 L/d (batch-theil over 11.5d, 47 pts)
18/05/2026 16:59:41 1,463.06 1,463.06 85.0 Valid Immediate GOOD
• Smoothing: Window [1,448.83, 1,463.06, 1,467.89] -> Median: 1,463.06
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 85.0 L/d (batch-theil over 11.8d, 48 pts)
18/05/2026 22:59:58 1,467.89 1,463.06 87.8 Valid Immediate GOOD
• Smoothing: Window [1,463.06, 1,467.89, 1,460.64] -> Median: 1,463.06
• Stability Filter: No change in volume.
• Usage Rate: 87.8 L/d (batch-theil over 12.0d, 49 pts)
19/05/2026 05:00:19 1,460.64 1,467.89 89.5 Valid Immediate GOOD
• Smoothing: Window [1,467.89, 1,460.64, 1,514.88] -> Median: 1,467.89
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 89.5 L/d (batch-theil over 12.3d, 50 pts)
19/05/2026 11:00:36 1,514.88 1,505.48 90.4 Valid Immediate GOOD
• Smoothing: Window [1,460.64, 1,514.88, 1,505.48] -> Median: 1,505.48
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 90.4 L/d (batch-theil over 12.5d, 51 pts)
19/05/2026 17:00:53 1,505.48 1,505.48 91.4 Valid Immediate GOOD
• Smoothing: Window [1,514.88, 1,505.48, 1,500.65] -> Median: 1,505.48
• Stability Filter: No change in volume.
• Usage Rate: 91.4 L/d (batch-theil over 12.8d, 52 pts)
19/05/2026 23:01:10 1,500.65 1,500.65 91.5 Valid Immediate GOOD
• Smoothing: Window [1,505.48, 1,500.65, 1,500.65] -> Median: 1,500.65
• Monotonic Logic: Accepted Small Sustained Top-up Rise of 4.8L. Future confirms sustain (>0.5 days).
• Usage Rate: 91.5 L/d (batch-theil over 13.0d, 53 pts)
20/05/2026 05:01:26 1,500.65 1,500.65 91.5 Valid Immediate GOOD
• Smoothing: Window [1,500.65, 1,500.65, 1,500.65] -> Median: 1,500.65 (Edge Protected)
• Stability Filter: No change in volume.
• Usage Rate: 91.5 L/d (batch-theil over 13.3d, 54 pts)
20/05/2026 11:01:43 810.33 810.33 - EMPTYING Verified (Latency) GOOD
• Smoothing: Window [810.33, 810.33, 810.33] -> Median: 810.33 (Edge Protected)
• Monotonic Logic: Accepted Top-up Rise of 690.3L. Future confirms sustain (Continuous rising).
20/05/2026 17:02:00 299.11 299.11 - EMPTYING Verified (Latency) GOOD
• Smoothing: Window [299.11, 299.11, 303.94] -> Median: 299.11 (Edge Protected)
• Monotonic Logic: Accepted Top-up Rise of 511.2L. Future confirms sustain (>0.5 days).
20/05/2026 23:02:16 303.94 303.94 - Valid Immediate GOOD
• Smoothing: Window [299.11, 303.94, 303.94] -> Median: 303.94
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
21/05/2026 05:02:33 303.94 303.94 - Valid Immediate GOOD
• Smoothing: Window [303.94, 303.94, 332.13] -> Median: 303.94
• Stability Filter: No change in volume.
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
21/05/2026 11:03:26 332.13 332.13 - Valid Immediate GOOD
• Smoothing: Window [303.94, 332.13, 421.81] -> Median: 332.13
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
21/05/2026 17:03:42 421.81 402.75 - BATCH_FILL Immediate FAIR
• Smoothing: Window [332.13, 421.81, 402.75] -> Median: 402.75
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Event: BATCH_FILL detected. Drop 70.6L in 6.0h (11.8 L/h).
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
21/05/2026 23:03:59 402.75 421.81 - Valid Immediate FAIR
• Smoothing: Window [421.81, 402.75, 431.21] -> Median: 421.81
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
22/05/2026 05:04:16 431.21 431.21 - Valid Immediate GOOD
• Smoothing: Window [402.75, 431.21, 485.45] -> Median: 431.21
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
22/05/2026 11:04:32 485.45 485.45 - BATCH_FILL Immediate GOOD
• Smoothing: Window [431.21, 485.45, 687.90] -> Median: 485.45
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Event: BATCH_FILL detected. Drop 54.2L in 6.0h (9.0 L/h).
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
22/05/2026 17:04:49 687.90 669.10 - BATCH_FILL Immediate FAIR
• Smoothing: Window [485.45, 687.90, 669.10] -> Median: 669.10
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Event: BATCH_FILL detected. Drop 183.7L in 6.0h (30.6 L/h).
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
22/05/2026 23:05:05 669.10 669.10 168.1 Valid Immediate GOOD
• Smoothing: Window [687.90, 669.10, 662.12] -> Median: 669.10
• Stability Filter: No change in volume.
• Usage Rate: 168.1 L/d (batch-theil over 2.0d, 9 pts)
23/05/2026 05:05:22 662.12 669.10 179.2 Valid Immediate FAIR
• Smoothing: Window [669.10, 662.12, 765.76] -> Median: 669.10
• Stability Filter: No change in volume.
• Usage Rate: 179.2 L/d (batch-theil over 2.3d, 10 pts)
23/05/2026 11:05:39 765.76 765.76 192.4 BATCH_FILL Immediate GOOD
• Smoothing: Window [662.12, 765.76, 777.58] -> Median: 765.76
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Event: BATCH_FILL detected. Drop 96.7L in 6.0h (16.1 L/h).
• Usage Rate: 192.4 L/d (batch-theil over 2.5d, 11 pts)
23/05/2026 17:05:55 777.58 777.58 190.8 Valid Immediate GOOD
• Smoothing: Window [765.76, 777.58, 782.14] -> Median: 777.58
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 190.8 L/d (batch-theil over 2.8d, 12 pts)
23/05/2026 23:06:12 782.14 777.58 182.4 Valid Immediate GOOD
• Smoothing: Window [777.58, 782.14, 777.58] -> Median: 777.58
• Stability Filter: No change in volume.
• Usage Rate: 182.4 L/d (batch-theil over 3.0d, 13 pts)
24/05/2026 05:06:29 777.58 777.58 172.1 Valid Immediate GOOD
• Smoothing: Window [782.14, 777.58, 763.35] -> Median: 777.58
• Stability Filter: No change in volume.
• Usage Rate: 172.1 L/d (batch-theil over 3.3d, 14 pts)
24/05/2026 11:06:45 763.35 768.18 157.7 Valid Immediate GOOD
• Smoothing: Window [777.58, 763.35, 768.18] -> Median: 768.18
• Monotonic Logic: Accepted Small Sustained Top-up Rise of 9.4L. Future confirms sustain (>0.5 days).
• Usage Rate: 157.7 L/d (batch-theil over 3.5d, 15 pts)
24/05/2026 17:07:02 768.18 768.18 145.1 Valid Immediate GOOD
• Smoothing: Window [763.35, 768.18, 775.16] -> Median: 768.18
• Stability Filter: No change in volume.
• Usage Rate: 145.1 L/d (batch-theil over 3.8d, 16 pts)
24/05/2026 23:07:19 775.16 775.16 133.4 Valid Immediate GOOD
• Smoothing: Window [768.18, 775.16, 775.16] -> Median: 775.16
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 133.4 L/d (batch-theil over 4.0d, 17 pts)
25/05/2026 05:07:35 775.16 775.16 126.5 Valid Immediate GOOD
• Smoothing: Window [775.16, 775.16, 782.14] -> Median: 775.16
• Stability Filter: No change in volume.
• Usage Rate: 126.5 L/d (batch-theil over 4.3d, 18 pts)
25/05/2026 11:07:52 782.14 775.16 117.7 Valid Immediate GOOD
• Smoothing: Window [775.16, 782.14, 768.18] -> Median: 775.16
• Stability Filter: No change in volume.
• Usage Rate: 117.7 L/d (batch-theil over 4.5d, 19 pts)
25/05/2026 17:08:07 768.18 775.16 110.7 Valid Immediate GOOD
• Smoothing: Window [782.14, 768.18, 775.16] -> Median: 775.16
• Stability Filter: No change in volume.
• Usage Rate: 110.7 L/d (batch-theil over 4.8d, 20 pts)
25/05/2026 23:08:25 775.16 775.16 104.6 Valid Immediate GOOD
• Smoothing: Window [768.18, 775.16, 779.72] -> Median: 775.16
• Stability Filter: No change in volume.
• Usage Rate: 104.6 L/d (batch-theil over 5.0d, 21 pts)
26/05/2026 05:08:42 779.72 779.72 95.1 Valid Immediate GOOD
• Smoothing: Window [775.16, 779.72, 782.14] -> Median: 779.72
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 95.1 L/d (batch-theil over 5.3d, 22 pts)
26/05/2026 11:08:57 782.14 782.14 87.6 Valid Immediate GOOD
• Smoothing: Window [779.72, 782.14, 824.56] -> Median: 782.14
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 87.6 L/d (batch-theil over 5.5d, 23 pts)
26/05/2026 17:09:13 824.56 824.56 84.5 Valid Immediate GOOD
• Smoothing: Window [782.14, 824.56, 826.98] -> Median: 824.56
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 84.5 L/d (batch-theil over 5.8d, 24 pts)
26/05/2026 23:09:32 826.98 826.98 80.4 Valid Immediate GOOD
• Smoothing: Window [824.56, 826.98, 831.54] -> Median: 826.98
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 80.4 L/d (batch-theil over 6.0d, 25 pts)
27/05/2026 05:09:49 831.54 831.54 75.8 Valid Immediate GOOD
• Smoothing: Window [826.98, 831.54, 836.38] -> Median: 831.54
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 75.8 L/d (batch-theil over 6.3d, 26 pts)
27/05/2026 11:10:05 836.38 836.38 65.8 Valid Immediate GOOD
• Smoothing: Window [831.54, 836.38, 841.21] -> Median: 836.38
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 65.8 L/d (batch-theil over 6.5d, 27 pts)
27/05/2026 17:10:22 841.21 841.21 56.4 Valid Immediate GOOD
• Smoothing: Window [836.38, 841.21, 857.59] -> Median: 841.21
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 56.4 L/d (batch-theil over 6.8d, 28 pts)
27/05/2026 23:10:39 857.59 857.59 51.0 Valid Immediate GOOD
• Smoothing: Window [841.21, 857.59, 860.01] -> Median: 857.59
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 51.0 L/d (batch-theil over 7.0d, 29 pts)
28/05/2026 05:10:59 860.01 860.01 47.1 Valid Immediate GOOD
• Smoothing: Window [857.59, 860.01, 909.41] -> Median: 860.01
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 47.1 L/d (batch-theil over 7.3d, 30 pts)
28/05/2026 11:11:16 909.41 909.41 47.2 Valid Immediate GOOD
• Smoothing: Window [860.01, 909.41, 916.39] -> Median: 909.41
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 47.2 L/d (batch-theil over 7.5d, 31 pts)
28/05/2026 17:11:33 916.39 916.39 47.2 Valid Immediate GOOD
• Smoothing: Window [909.41, 916.39, 930.62] -> Median: 916.39
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 47.2 L/d (batch-theil over 7.8d, 32 pts)
28/05/2026 23:11:50 930.62 918.81 47.2 Valid Immediate FAIR
• Smoothing: Window [916.39, 930.62, 918.81] -> Median: 918.81
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 47.2 L/d (batch-theil over 8.0d, 33 pts)
29/05/2026 05:12:06 918.81 930.62 47.1 Valid Immediate FAIR
• Smoothing: Window [930.62, 918.81, 975.46] -> Median: 930.62
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 47.1 L/d (batch-theil over 8.3d, 34 pts)
29/05/2026 11:12:23 975.46 975.46 48.8 Valid Immediate GOOD
• Smoothing: Window [918.81, 975.46, 1,024.86] -> Median: 975.46
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 48.8 L/d (batch-theil over 8.5d, 35 pts)
29/05/2026 17:12:40 1,024.86 1,017.88 51.1 Valid Immediate GOOD
• Smoothing: Window [975.46, 1,024.86, 1,017.88] -> Median: 1,017.88
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 51.1 L/d (batch-theil over 8.8d, 36 pts)
29/05/2026 23:12:56 1,017.88 1,017.88 53.0 Valid Immediate GOOD
• Smoothing: Window [1,024.86, 1,017.88, 998.82] -> Median: 1,017.88
• Stability Filter: No change in volume.
• Usage Rate: 53.0 L/d (batch-theil over 9.0d, 37 pts)
30/05/2026 05:13:13 998.82 1,001.24 53.0 Valid Immediate GOOD
• Smoothing: Window [1,017.88, 998.82, 1,001.24] -> Median: 1,001.24
• Monotonic Logic: Accepted Small Sustained Top-up Rise of 16.6L. Future confirms sustain (>0.5 days).
• Usage Rate: 53.0 L/d (batch-theil over 9.3d, 38 pts)
30/05/2026 11:13:29 1,001.24 998.82 51.6 Valid Immediate GOOD
• Smoothing: Window [998.82, 1,001.24, 928.20] -> Median: 998.82
• Monotonic Logic: Accepted Small Sustained Top-up Rise of 2.4L. Future confirms sustain (>0.5 days).
• Usage Rate: 51.6 L/d (batch-theil over 9.5d, 39 pts)
30/05/2026 17:13:46 928.20 1,001.24 50.6 Valid Immediate FAIR
• Smoothing: Window [1,001.24, 928.20, 1,013.05] -> Median: 1,001.24
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 50.6 L/d (batch-theil over 9.8d, 40 pts)
30/05/2026 23:14:03 1,013.05 1,013.05 49.8 Valid Immediate GOOD
• Smoothing: Window [928.20, 1,013.05, 1,013.05] -> Median: 1,013.05
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 49.8 L/d (batch-theil over 10.0d, 41 pts)
31/05/2026 05:14:19 1,013.05 1,013.05 48.6 Valid Immediate GOOD
• Smoothing: Window [1,013.05, 1,013.05, 1,020.03] -> Median: 1,013.05
• Stability Filter: No change in volume.
• Usage Rate: 48.6 L/d (batch-theil over 10.3d, 42 pts)
31/05/2026 11:14:36 1,020.03 1,013.05 47.4 Valid Immediate GOOD
• Smoothing: Window [1,013.05, 1,020.03, 989.42] -> Median: 1,013.05
• Stability Filter: No change in volume.
• Usage Rate: 47.4 L/d (batch-theil over 10.5d, 43 pts)
31/05/2026 17:14:53 989.42 996.67 47.1 Valid Immediate GOOD
• Smoothing: Window [1,020.03, 989.42, 996.67] -> Median: 996.67
• Monotonic Logic: Accepted Small Sustained Top-up Rise of 16.4L. Future confirms sustain (>0.5 days).
• Usage Rate: 47.1 L/d (batch-theil over 10.8d, 44 pts)
31/05/2026 23:15:09 996.67 996.67 45.6 Valid Immediate GOOD
• Smoothing: Window [989.42, 996.67, 1,020.03] -> Median: 996.67
• Stability Filter: No change in volume.
• Usage Rate: 45.6 L/d (batch-theil over 11.0d, 45 pts)
01/06/2026 05:15:26 1,020.03 1,020.03 44.7 Valid Immediate GOOD
• Smoothing: Window [996.67, 1,020.03, 1,100.31] -> Median: 1,020.03
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 44.7 L/d (batch-theil over 11.3d, 46 pts)
01/06/2026 11:15:43 1,100.31 1,100.31 45.3 BATCH_FILL Immediate GOOD
• Smoothing: Window [1,020.03, 1,100.31, 1,102.73] -> Median: 1,100.31
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Event: BATCH_FILL detected. Drop 80.3L in 6.0h (13.4 L/h).
• Usage Rate: 45.3 L/d (batch-theil over 11.5d, 47 pts)
01/06/2026 17:15:59 1,102.73 1,102.73 45.8 Valid Immediate GOOD
• Smoothing: Window [1,100.31, 1,102.73, 1,107.29] -> Median: 1,102.73
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 45.8 L/d (batch-theil over 11.8d, 48 pts)
01/06/2026 23:16:16 1,107.29 1,107.29 45.8 Valid Immediate GOOD
• Smoothing: Window [1,102.73, 1,107.29, 1,121.52] -> Median: 1,107.29
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 45.8 L/d (batch-theil over 12.0d, 49 pts)
02/06/2026 05:16:32 1,121.52 1,121.52 45.9 Valid Immediate GOOD
• Smoothing: Window [1,107.29, 1,121.52, 1,243.96] -> Median: 1,121.52
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 45.9 L/d (batch-theil over 12.3d, 50 pts)
02/06/2026 11:16:49 1,243.96 1,243.96 47.1 BATCH_FILL Immediate GOOD
• Smoothing: Window [1,121.52, 1,243.96, 1,484.27] -> Median: 1,243.96
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Event: BATCH_FILL detected. Drop 122.4L in 6.0h (20.4 L/h).
• Usage Rate: 47.1 L/d (batch-theil over 12.5d, 51 pts)
02/06/2026 17:17:06 1,484.27 1,484.27 47.8 BATCH_FILL Immediate GOOD
• Smoothing: Window [1,243.96, 1,484.27, 1,559.72] -> Median: 1,484.27
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Event: BATCH_FILL detected. Drop 240.3L in 6.0h (40.0 L/h).
• Usage Rate: 47.8 L/d (batch-theil over 12.8d, 52 pts)
02/06/2026 23:17:22 1,559.72 1,559.72 49.1 BATCH_FILL Immediate GOOD
• Smoothing: Window [1,484.27, 1,559.72, 1,616.10] -> Median: 1,559.72
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Event: BATCH_FILL detected. Drop 75.4L in 6.0h (12.6 L/h).
• Usage Rate: 49.1 L/d (batch-theil over 13.0d, 53 pts)
03/06/2026 05:17:39 1,616.10 1,616.10 50.4 BATCH_FILL Immediate GOOD
• Smoothing: Window [1,559.72, 1,616.10, 1,616.10] -> Median: 1,616.10 (Edge Protected)
• Stability Filter: Accepted drop. Future rise is Real Top-up (Ended 1,368.8L higher). Drop accepted.
• Event: BATCH_FILL detected. Drop 56.4L in 6.0h (9.4 L/h).
• Usage Rate: 50.4 L/d (batch-theil over 13.3d, 54 pts)
03/06/2026 11:17:56 190.90 190.90 - EMPTYING Verified (Latency) GOOD
• Smoothing: Window [190.90, 190.90, 350.93] -> Median: 190.90 (Edge Protected)
• Monotonic Logic: Accepted Top-up Rise of 1,425.2L. Future stepped down gradually (Valid Usage).
03/06/2026 17:18:12 350.93 348.78 - BATCH_FILL Immediate GOOD
• Smoothing: Window [190.90, 350.93, 348.78] -> Median: 348.78
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Event: BATCH_FILL detected. Drop 157.9L in 6.0h (26.3 L/h).
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
03/06/2026 23:18:29 348.78 348.78 - Valid Immediate GOOD
• Smoothing: Window [350.93, 348.78, 343.95] -> Median: 348.78
• Stability Filter: No change in volume.
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
04/06/2026 05:18:46 343.95 348.78 - Valid Immediate FAIR
• Smoothing: Window [348.78, 343.95, 358.18] -> Median: 348.78
• Stability Filter: No change in volume.
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
04/06/2026 11:19:03 358.18 358.18 - Valid Immediate GOOD
• Smoothing: Window [343.95, 358.18, 358.18] -> Median: 358.18
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
04/06/2026 17:19:23 358.18 358.18 - Valid Immediate GOOD
• Smoothing: Window [358.18, 358.18, 355.76] -> Median: 358.18
• Stability Filter: No change in volume.
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
04/06/2026 23:19:40 355.76 358.18 - Valid Immediate GOOD
• Smoothing: Window [358.18, 355.76, 360.60] -> Median: 358.18
• Stability Filter: No change in volume.
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
05/06/2026 05:19:57 360.60 360.60 - Valid Immediate GOOD
• Smoothing: Window [355.76, 360.60, 383.96] -> Median: 360.60
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
05/06/2026 11:20:20 383.96 383.96 - Valid Immediate GOOD
• Smoothing: Window [360.60, 383.96, 383.96] -> Median: 383.96
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
05/06/2026 17:20:34 383.96 383.96 12.5 Valid Immediate GOOD
• Smoothing: Window [383.96, 383.96, 388.79] -> Median: 383.96
• Stability Filter: No change in volume.
• Usage Rate: 12.5 L/d (batch-theil over 2.0d, 9 pts)
05/06/2026 23:20:51 388.79 388.79 18.8 Valid Immediate GOOD
• Smoothing: Window [383.96, 388.79, 388.79] -> Median: 388.79
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 18.8 L/d (batch-theil over 2.3d, 10 pts)