Tank Readings Analysis

Offline Fixture Replay
Sample S085 for tank 301A4D
Glen Fuels · Maria Butler
Matches expected baseline
baseline
Sampling Class REGULAR
Data Health 98.5%
Usage Rate (L/day) 0.0
Days Remaining N/A
Weekly Consumption 49.9 L/week 13 reportable weeks / 13
Points Processed
Raw: 698
Deduped: 0

Pipeline Output (Litres)

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

Weekly Consumption Report

Average 49.9 L/week · Median 52.8 L/week · Coverage 100%
Sampling REGULAR
Data Health 98.5%
Bars are shown only for weeks with enough clean coverage. Missing or unreliable weeks are left blank.

Detected Events

No major events detected.

Pipeline Trace

[Pipeline] Starting Pipeline execution...
[StageIngestSnapshot] Loaded 698 snapshot readings.
[StageValidate] Validation complete. Invalidated: 0
[StageDedup] Removed 0 duplicates.
[StageGapAnalysis] Median Interval: 3.0h, Max Gap: 9.0h. Class: REGULAR
[StageNoise] Applied smoothing to 698 points.
[StageNoise] Applied Monotonic + Stability Filter. Clamped 111 points.
[StageMetrics] Calculated per-point usage rates.
[StageMetrics] Set Global Usage Rate to LATEST: 0.00 L/day.
[StageMetrics] Health Score: 98.5% (Good: 664, Fair: 34, Poor: 0)
[StageVisuals] Generated series. Raw: 698, Smooth: 698
[Pipeline] Pipeline completed in 52.06ms

Weekly Consumption Data Used

This table shows the exact weekly windows and start/end smoothed volumes used for the weekly report. Weeks with top-ups, drops, noise, or weak coverage are kept for audit but excluded from the chart values.
Week Week Range Data Used Start (L) End (L) Net Change (L) Consumption (L) Readings Span (days) Max Gap (h) Status Checks
2026-W02 05 Jan - 11 Jan 2026 06 Jan 02:35 - 11 Jan 23:47 1,010.8 957.4 -53.5 53.5 48 5.9 3.0 OK None
2026-W03 12 Jan - 18 Jan 2026 12 Jan 02:47 - 18 Jan 21:02 957.4 888.9 -68.4 68.4 55 6.8 3.0 OK None
2026-W04 19 Jan - 25 Jan 2026 19 Jan 00:02 - 25 Jan 21:16 888.9 827.6 -61.4 61.4 56 6.9 3.0 OK None
2026-W05 26 Jan - 01 Feb 2026 26 Jan 00:16 - 01 Feb 21:30 827.6 772.0 -55.5 55.5 56 6.9 3.0 OK None
2026-W06 02 Feb - 08 Feb 2026 02 Feb 00:30 - 08 Feb 21:45 772.0 719.3 -52.8 52.8 55 6.9 6.0 OK None
2026-W07 09 Feb - 15 Feb 2026 09 Feb 00:45 - 15 Feb 21:59 719.3 658.3 -61.0 61.0 56 6.9 3.0 OK None
2026-W08 16 Feb - 22 Feb 2026 16 Feb 00:59 - 22 Feb 22:13 658.3 611.1 -47.2 47.2 53 6.9 6.0 OK None
2026-W09 23 Feb - 01 Mar 2026 23 Feb 01:13 - 01 Mar 22:27 611.1 554.7 -56.4 56.4 50 6.9 9.0 OK None
2026-W10 02 Mar - 08 Mar 2026 02 Mar 01:28 - 08 Mar 22:43 554.7 513.3 -41.5 41.5 56 6.9 3.0 OK None
2026-W11 09 Mar - 15 Mar 2026 09 Mar 01:43 - 15 Mar 22:59 513.3 461.4 -51.8 51.8 56 6.9 6.0 OK None
2026-W12 16 Mar - 22 Mar 2026 16 Mar 01:59 - 22 Mar 23:13 461.4 431.9 -29.5 29.5 51 6.9 6.0 OK None
2026-W13 23 Mar - 29 Mar 2026 23 Mar 02:13 - 29 Mar 23:28 431.9 382.8 -49.2 49.2 53 6.9 6.0 OK None
2026-W14 30 Mar - 05 Apr 2026 30 Mar 05:28 - 05 Apr 23:42 382.8 362.0 -20.8 20.8 53 6.8 6.0 OK None

Detailed Reading Analysis

Timestamp Raw (L) Smooth (L) Rate (L/d) Status Decision Speed Health Analysis Log
06/01/2026 02:35:38 1,010.82 1,010.82 - Valid Immediate GOOD
• Smoothing: Window [1,010.82, 1,010.82, 1,015.59] -> Median: 1,010.82
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
06/01/2026 05:35:53 1,015.59 1,010.82 - Valid Immediate GOOD
• Smoothing: Window [1,010.82, 1,015.59, 1,009.89] -> Median: 1,010.82
• Stability Filter: No change in volume.
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
06/01/2026 08:36:08 1,009.89 1,009.89 - Valid Immediate GOOD
• Smoothing: Window [1,015.59, 1,009.89, 1,007.11] -> Median: 1,009.89
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
06/01/2026 11:36:23 1,007.11 1,007.11 - Valid Immediate GOOD
• Smoothing: Window [1,009.89, 1,007.11, 1,000.48] -> Median: 1,007.11
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
06/01/2026 14:36:37 1,000.48 1,003.39 - Valid Immediate GOOD
• Smoothing: Window [1,007.11, 1,000.48, 1,003.39] -> Median: 1,003.39
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
06/01/2026 17:36:52 1,003.39 1,003.39 - Valid Immediate GOOD
• Smoothing: Window [1,000.48, 1,003.39, 1,004.32] -> Median: 1,003.39
• Stability Filter: No change in volume.
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
06/01/2026 20:37:07 1,004.32 1,003.39 - Valid Immediate GOOD
• Smoothing: Window [1,003.39, 1,004.32, 1,004.32] -> Median: 1,004.32
• Monotonic Logic: Rejected small rise of 0.9L. Future plummeted back to baseline inside window (1.8d). Clamped to 1,003.4
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
06/01/2026 23:37:22 1,004.32 1,003.39 - Valid Immediate GOOD
• Smoothing: Window [1,004.32, 1,004.32, 994.90] -> Median: 1,004.32
• Monotonic Logic: Rejected small rise of 0.9L. Future plummeted back to baseline inside window (1.6d). Clamped to 1,003.4
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
07/01/2026 02:37:37 994.90 1,002.46 - Valid Immediate GOOD
• Smoothing: Window [1,004.32, 994.90, 1,002.46] -> Median: 1,002.46
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
07/01/2026 05:37:52 1,002.46 997.69 - Valid Immediate GOOD
• Smoothing: Window [994.90, 1,002.46, 997.69] -> Median: 997.69
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
07/01/2026 08:38:07 997.69 997.69 - Valid Immediate GOOD
• Smoothing: Window [1,002.46, 997.69, 993.05] -> Median: 997.69
• Stability Filter: No change in volume.
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
07/01/2026 11:38:22 993.05 997.69 - Valid Immediate GOOD
• Smoothing: Window [997.69, 993.05, 1,000.48] -> Median: 997.69
• Stability Filter: No change in volume.
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
07/01/2026 14:38:38 1,000.48 997.69 - Valid Immediate GOOD
• Smoothing: Window [993.05, 1,000.48, 996.76] -> Median: 996.76
• Stability Filter: Clamped minor wobble drop of 0.9L back to stable level. Future rebound returned near baseline in 0.1d after a short wobble.
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
07/01/2026 17:38:52 996.76 997.69 - Valid Immediate GOOD
• Smoothing: Window [1,000.48, 996.76, 999.55] -> Median: 999.55
• Monotonic Logic: Rejected small rise of 1.9L. Future plummeted back to baseline inside window (1.1d). Clamped to 997.7
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
07/01/2026 20:39:07 999.55 996.76 - Valid Immediate GOOD
• Smoothing: Window [996.76, 999.55, 994.90] -> Median: 996.76
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
07/01/2026 23:39:21 994.90 996.76 - Valid Immediate GOOD
• Smoothing: Window [999.55, 994.90, 994.90] -> Median: 994.90
• Stability Filter: Clamped minor wobble drop of 1.9L back to stable level. Future rebound returned near baseline in 0.3d after a short wobble.
• Usage Rate: insufficient trend data (need >= 2 readings spanning >= 2.0d).
08/01/2026 02:39:36 994.90 996.76 7.9 Valid Immediate GOOD
• Smoothing: Window [994.90, 994.90, 999.55] -> Median: 994.90
• Stability Filter: Clamped minor wobble drop of 1.9L back to stable level. Future rebound returned near baseline in 0.1d after a short wobble.
• Usage Rate: 7.9 L/d (drain-slow, band 15.4L over 2.0d, 17 pts)
08/01/2026 05:39:52 999.55 996.76 0.0 Valid Immediate GOOD
• Smoothing: Window [994.90, 999.55, 996.76] -> Median: 996.76
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 15.3L over 2.1d, 18 pts)
08/01/2026 08:40:22 996.76 996.76 0.0 Valid Immediate GOOD
• Smoothing: Window [999.55, 996.76, 994.90] -> Median: 996.76
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 15.2L over 2.3d, 19 pts)
08/01/2026 11:40:37 994.90 994.90 0.0 Valid Immediate GOOD
• Smoothing: Window [996.76, 994.90, 990.26] -> Median: 994.90
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 0.0 L/d (flat, band 15.1L over 2.4d, 20 pts)
08/01/2026 14:40:51 990.26 990.26 0.0 Valid Immediate GOOD
• Smoothing: Window [994.90, 990.26, 986.42] -> Median: 990.26
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 0.0 L/d (flat, band 15.0L over 2.5d, 21 pts)
08/01/2026 17:41:06 986.42 988.28 6.8 Valid Immediate GOOD
• Smoothing: Window [990.26, 986.42, 988.28] -> Median: 988.28
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 6.8 L/d (drain-slow, band 16.4L over 2.6d, 22 pts)
08/01/2026 20:41:21 988.28 988.28 7.1 Valid Immediate GOOD
• Smoothing: Window [986.42, 988.28, 982.70] -> Median: 986.42
• Stability Filter: Median artifact detected. Rescued Raw Value (988.3L).
• Usage Rate: 7.1 L/d (drain-slow, band 18.5L over 2.8d, 23 pts)
08/01/2026 23:41:36 982.70 988.28 7.5 Valid Immediate GOOD
• Smoothing: Window [988.28, 982.70, 989.21] -> Median: 988.28
• Stability Filter: No change in volume.
• Usage Rate: 7.5 L/d (drain-slow, band 20.2L over 2.9d, 24 pts)
09/01/2026 02:41:52 989.21 983.63 7.2 Valid Immediate GOOD
• Smoothing: Window [982.70, 989.21, 983.63] -> Median: 983.63
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 7.2 L/d (drain-slow, band 20.1L over 3.0d, 25 pts)
09/01/2026 05:42:06 983.63 983.63 7.5 Valid Immediate GOOD
• Smoothing: Window [989.21, 983.63, 981.77] -> Median: 983.63
• Stability Filter: No change in volume.
• Usage Rate: 7.5 L/d (drain-slow, band 21.1L over 3.1d, 26 pts)
09/01/2026 08:42:22 981.77 981.77 8.1 Valid Immediate GOOD
• Smoothing: Window [983.63, 981.77, 980.84] -> Median: 981.77
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 8.1 L/d (drain-slow, band 22.9L over 3.3d, 27 pts)
09/01/2026 11:42:36 980.84 980.84 7.5 Valid Immediate GOOD
• Smoothing: Window [981.77, 980.84, 980.84] -> Median: 980.84
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 7.5 L/d (drain-slow, band 24.6L over 3.4d, 28 pts)
09/01/2026 14:42:51 980.84 980.84 7.5 Valid Immediate GOOD
• Smoothing: Window [980.84, 980.84, 977.94] -> Median: 980.84
• Stability Filter: No change in volume.
• Usage Rate: 7.5 L/d (drain-slow, band 25.1L over 3.5d, 29 pts)
09/01/2026 17:43:05 977.94 977.94 7.5 Valid Immediate GOOD
• Smoothing: Window [980.84, 977.94, 967.60] -> Median: 977.94
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 7.5 L/d (drain-slow, band 25.7L over 3.6d, 30 pts)
09/01/2026 20:43:20 967.60 973.29 7.4 Valid Immediate GOOD
• Smoothing: Window [977.94, 967.60, 973.29] -> Median: 973.29
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 7.4 L/d (drain-slow, band 26.3L over 3.8d, 31 pts)
09/01/2026 23:43:36 973.29 973.29 7.5 Valid Immediate GOOD
• Smoothing: Window [967.60, 973.29, 977.94] -> Median: 973.29
• Stability Filter: No change in volume.
• Usage Rate: 7.5 L/d (drain-slow, band 26.0L over 3.9d, 32 pts)
10/01/2026 02:43:50 977.94 973.29 7.3 Valid Immediate GOOD
• Smoothing: Window [973.29, 977.94, 974.22] -> Median: 974.22
• Monotonic Logic: Rejected small rise of 0.9L. Future plummeted back to baseline inside window (1.4d). Clamped to 973.3
• Usage Rate: 7.3 L/d (drain-slow, band 28.0L over 4.0d, 33 pts)
10/01/2026 05:44:05 974.22 973.29 7.1 Valid Immediate GOOD
• Smoothing: Window [977.94, 974.22, 966.67] -> Median: 974.22
• Monotonic Logic: Rejected small rise of 0.9L. Future plummeted back to baseline inside window (1.3d). Clamped to 973.3
• Usage Rate: 7.1 L/d (drain-slow, band 28.3L over 4.1d, 34 pts)
10/01/2026 08:44:20 966.67 966.67 7.7 Valid Immediate GOOD
• Smoothing: Window [974.22, 966.67, 966.67] -> Median: 966.67
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 7.7 L/d (drain-slow, band 30.3L over 4.3d, 35 pts)
10/01/2026 11:44:34 966.67 966.67 7.7 Valid Immediate GOOD
• Smoothing: Window [966.67, 966.67, 969.57] -> Median: 966.67
• Stability Filter: No change in volume.
• Usage Rate: 7.7 L/d (drain-slow, band 32.0L over 4.4d, 36 pts)
10/01/2026 14:44:50 969.57 966.67 8.3 Valid Immediate GOOD
• Smoothing: Window [966.67, 969.57, 965.74] -> Median: 966.67
• Stability Filter: No change in volume.
• Usage Rate: 8.3 L/d (drain-slow, band 33.6L over 4.5d, 37 pts)
10/01/2026 17:45:04 965.74 965.74 8.0 Valid Immediate GOOD
• Smoothing: Window [969.57, 965.74, 965.74] -> Median: 965.74
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 8.0 L/d (drain-slow, band 36.2L over 4.6d, 38 pts)
10/01/2026 20:45:20 965.74 965.74 7.9 Valid Immediate GOOD
• Smoothing: Window [965.74, 965.74, 964.81] -> Median: 965.74
• Stability Filter: No change in volume.
• Usage Rate: 7.9 L/d (drain-slow, band 37.5L over 4.8d, 39 pts)
10/01/2026 23:45:35 964.81 964.81 8.0 Valid Immediate GOOD
• Smoothing: Window [965.74, 964.81, 963.88] -> Median: 964.81
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 8.0 L/d (drain-slow, band 37.9L over 4.9d, 40 pts)
11/01/2026 02:45:50 963.88 964.81 7.9 Valid Immediate GOOD
• Smoothing: Window [964.81, 963.88, 966.67] -> Median: 964.81
• Stability Filter: No change in volume.
• Usage Rate: 7.9 L/d (drain-slow, band 37.6L over 5.0d, 41 pts)
11/01/2026 05:46:05 966.67 963.88 7.7 Valid Immediate GOOD
• Smoothing: Window [963.88, 966.67, 962.95] -> Median: 963.88
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 7.7 L/d (drain-slow, band 37.6L over 5.1d, 42 pts)
11/01/2026 08:46:20 962.95 962.95 7.3 Valid Immediate GOOD
• Smoothing: Window [966.67, 962.95, 958.53] -> Median: 962.95
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 7.3 L/d (drain-slow, band 38.4L over 5.3d, 43 pts)
11/01/2026 11:46:35 958.53 958.53 0.0 Valid Immediate GOOD
• Smoothing: Window [962.95, 958.53, 950.40] -> Median: 958.53
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 0.0 L/d (flat, band 38.6L over 5.4d, 44 pts)
11/01/2026 14:46:49 950.40 958.53 7.2 Valid Immediate GOOD
• Smoothing: Window [958.53, 950.40, 955.05] -> Median: 955.05
• Stability Filter: Clamped minor wobble drop of 3.5L back to stable level. Future rebound returned near baseline in 0.3d after a short wobble.
• Usage Rate: 7.2 L/d (drain-slow, band 39.1L over 5.5d, 45 pts)
11/01/2026 17:47:05 955.05 958.53 7.2 Valid Immediate GOOD
• Smoothing: Window [950.40, 955.05, 957.37] -> Median: 955.05
• Stability Filter: Clamped minor wobble drop of 3.5L back to stable level. Future rebound returned near baseline in 0.1d after a short wobble.
• Usage Rate: 7.2 L/d (drain-slow, band 40.0L over 5.6d, 46 pts)
11/01/2026 20:47:20 957.37 957.37 7.2 Valid Immediate GOOD
• Smoothing: Window [955.05, 957.37, 958.53] -> Median: 957.37
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 7.2 L/d (drain-slow, band 40.8L over 5.8d, 47 pts)
11/01/2026 23:47:35 958.53 957.37 7.4 Valid Immediate GOOD
• Smoothing: Window [957.37, 958.53, 957.37] -> Median: 957.37
• Stability Filter: No change in volume.
• Usage Rate: 7.4 L/d (drain-slow, band 42.7L over 5.9d, 48 pts)
12/01/2026 02:47:50 957.37 957.37 0.0 Valid Immediate GOOD
• Smoothing: Window [958.53, 957.37, 956.21] -> Median: 957.37
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 45.8L over 6.0d, 49 pts)
12/01/2026 05:48:04 956.21 956.21 7.6 Valid Immediate GOOD
• Smoothing: Window [957.37, 956.21, 953.89] -> Median: 956.21
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 7.6 L/d (drain-slow, band 45.9L over 6.1d, 50 pts)
12/01/2026 08:48:19 953.89 953.89 0.0 Valid Immediate GOOD
• Smoothing: Window [956.21, 953.89, 949.24] -> Median: 953.89
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 0.0 L/d (flat, band 46.9L over 6.3d, 51 pts)
12/01/2026 11:48:34 949.24 950.40 7.4 Valid Immediate GOOD
• Smoothing: Window [953.89, 949.24, 950.40] -> Median: 950.40
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 7.4 L/d (drain-slow, band 46.9L over 6.4d, 52 pts)
12/01/2026 14:48:50 950.40 949.24 7.4 Valid Immediate GOOD
• Smoothing: Window [949.24, 950.40, 949.24] -> Median: 949.24
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 7.4 L/d (drain-slow, band 47.7L over 6.5d, 53 pts)
12/01/2026 17:49:20 949.24 949.24 7.4 Valid Immediate GOOD
• Smoothing: Window [950.40, 949.24, 949.24] -> Median: 949.24
• Stability Filter: No change in volume.
• Usage Rate: 7.4 L/d (drain-slow, band 48.6L over 6.6d, 54 pts)
12/01/2026 20:49:33 949.24 949.24 7.5 Valid Immediate GOOD
• Smoothing: Window [949.24, 949.24, 948.08] -> Median: 949.24
• Stability Filter: No change in volume.
• Usage Rate: 7.5 L/d (drain-slow, band 49.6L over 6.8d, 55 pts)
12/01/2026 23:49:49 948.08 948.08 0.0 Valid Immediate GOOD
• Smoothing: Window [949.24, 948.08, 948.08] -> Median: 948.08
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 0.0 L/d (flat, band 51.7L over 6.9d, 56 pts)
13/01/2026 02:50:04 948.08 948.08 7.7 Valid Immediate GOOD
• Smoothing: Window [948.08, 948.08, 949.24] -> Median: 948.08
• Stability Filter: No change in volume.
• Usage Rate: 7.7 L/d (drain-slow, band 53.4L over 7.0d, 57 pts)
13/01/2026 05:50:18 949.24 948.08 7.6 Valid Immediate GOOD
• Smoothing: Window [948.08, 949.24, 948.08] -> Median: 948.08
• Stability Filter: No change in volume.
• Usage Rate: 7.6 L/d (drain-slow, band 53.6L over 7.1d, 58 pts)
13/01/2026 08:50:48 948.08 948.08 7.5 Valid Immediate GOOD
• Smoothing: Window [949.24, 948.08, 946.91] -> Median: 948.08
• Stability Filter: No change in volume.
• Usage Rate: 7.5 L/d (drain-slow, band 54.3L over 7.3d, 59 pts)
13/01/2026 11:51:05 946.91 946.91 7.4 Valid Immediate GOOD
• Smoothing: Window [948.08, 946.91, 941.10] -> Median: 946.91
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 7.4 L/d (drain-slow, band 54.2L over 7.4d, 60 pts)
13/01/2026 14:51:19 941.10 943.43 7.3 Valid Immediate GOOD
• Smoothing: Window [946.91, 941.10, 943.43] -> Median: 943.43
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 7.3 L/d (drain-slow, band 54.1L over 7.5d, 61 pts)
13/01/2026 17:51:33 943.43 943.43 7.2 Valid Immediate GOOD
• Smoothing: Window [941.10, 943.43, 946.91] -> Median: 943.43
• Stability Filter: No change in volume.
• Usage Rate: 7.2 L/d (drain-slow, band 54.1L over 7.6d, 62 pts)
13/01/2026 20:51:47 946.91 943.43 7.1 Valid Immediate GOOD
• Smoothing: Window [943.43, 946.91, 942.27] -> Median: 943.43
• Stability Filter: No change in volume.
• Usage Rate: 7.1 L/d (drain-slow, band 54.9L over 7.8d, 63 pts)
13/01/2026 23:52:02 942.27 942.27 7.0 Valid Immediate GOOD
• Smoothing: Window [946.91, 942.27, 937.62] -> Median: 942.27
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 7.0 L/d (drain-slow, band 55.0L over 7.9d, 64 pts)
14/01/2026 02:52:17 937.62 941.10 6.9 Valid Immediate GOOD
• Smoothing: Window [942.27, 937.62, 941.10] -> Median: 941.10
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 6.9 L/d (drain-slow, band 54.9L over 8.0d, 65 pts)
14/01/2026 05:52:32 941.10 937.62 6.9 Valid Immediate GOOD
• Smoothing: Window [937.62, 941.10, 936.46] -> Median: 937.62
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 6.9 L/d (drain-slow, band 55.4L over 8.1d, 66 pts)
14/01/2026 08:52:48 936.46 936.46 6.8 Valid Immediate GOOD
• Smoothing: Window [941.10, 936.46, 936.46] -> Median: 936.46
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 6.8 L/d (drain-slow, band 55.9L over 8.3d, 67 pts)
14/01/2026 11:53:02 936.46 936.46 6.9 Valid Immediate GOOD
• Smoothing: Window [936.46, 936.46, 932.97] -> Median: 936.46
• Stability Filter: No change in volume.
• Usage Rate: 6.9 L/d (drain-slow, band 56.9L over 8.4d, 68 pts)
14/01/2026 14:53:16 932.97 932.97 7.1 Valid Immediate GOOD
• Smoothing: Window [936.46, 932.97, 931.81] -> Median: 932.97
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 7.1 L/d (drain-slow, band 59.4L over 8.5d, 69 pts)
14/01/2026 17:53:32 931.81 931.81 7.1 Valid Immediate GOOD
• Smoothing: Window [932.97, 931.81, 929.48] -> Median: 931.81
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 7.1 L/d (drain-slow, band 60.4L over 8.6d, 70 pts)
14/01/2026 20:53:45 929.48 929.48 7.1 Valid Immediate GOOD
• Smoothing: Window [931.81, 929.48, 929.48] -> Median: 929.48
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 7.1 L/d (drain-slow, band 61.4L over 8.8d, 71 pts)
14/01/2026 23:54:00 929.48 929.48 7.2 Valid Immediate GOOD
• Smoothing: Window [929.48, 929.48, 931.81] -> Median: 929.48
• Stability Filter: No change in volume.
• Usage Rate: 7.2 L/d (drain-slow, band 61.2L over 8.9d, 72 pts)
15/01/2026 02:54:30 931.81 929.48 7.2 Valid Immediate GOOD
• Smoothing: Window [929.48, 931.81, 927.16] -> Median: 929.48
• Stability Filter: No change in volume.
• Usage Rate: 7.2 L/d (drain-slow, band 63.7L over 9.0d, 73 pts)
15/01/2026 05:54:47 927.16 927.16 7.2 Valid Immediate GOOD
• Smoothing: Window [931.81, 927.16, 923.67] -> Median: 927.16
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 7.2 L/d (drain-slow, band 65.1L over 9.1d, 74 pts)
15/01/2026 08:55:17 923.67 923.67 7.1 Valid Immediate GOOD
• Smoothing: Window [927.16, 923.67, 917.86] -> Median: 923.67
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 7.1 L/d (drain-slow, band 65.2L over 9.3d, 75 pts)
15/01/2026 11:55:32 917.86 923.67 7.4 Valid Immediate GOOD
• Smoothing: Window [923.67, 917.86, 919.03] -> Median: 919.03
• Stability Filter: Clamped minor wobble drop of 4.6L back to stable level. Future rebound returned near baseline in 0.3d after a short wobble.
• Usage Rate: 7.4 L/d (drain-slow, band 66.8L over 9.4d, 76 pts)
15/01/2026 14:55:47 919.03 923.67 7.4 Valid Immediate GOOD
• Smoothing: Window [917.86, 919.03, 923.67] -> Median: 919.03
• Stability Filter: Clamped minor wobble drop of 4.6L back to stable level. Future rebound returned near baseline in 0.1d after a short wobble.
• Usage Rate: 7.4 L/d (drain-slow, band 68.8L over 9.5d, 77 pts)
15/01/2026 17:56:02 923.67 923.67 7.2 Valid Immediate GOOD
• Smoothing: Window [919.03, 923.67, 921.35] -> Median: 921.35
• Stability Filter: Median artifact detected. Rescued Raw Value (923.7L).
• Usage Rate: 7.2 L/d (drain-slow, band 69.3L over 9.6d, 78 pts)
15/01/2026 20:56:16 921.35 923.67 7.3 Valid Immediate GOOD
• Smoothing: Window [923.67, 921.35, 927.16] -> Median: 923.67
• Stability Filter: No change in volume.
• Usage Rate: 7.3 L/d (drain-slow, band 69.5L over 9.8d, 79 pts)
15/01/2026 23:56:31 927.16 923.67 7.3 Valid Immediate GOOD
• Smoothing: Window [921.35, 927.16, 912.17] -> Median: 921.35
• Stability Filter: Clamped minor wobble drop of 2.3L back to stable level. Future rebound returned near baseline in 0.1d after a short wobble.
• Usage Rate: 7.3 L/d (drain-slow, band 71.2L over 9.9d, 80 pts)
16/01/2026 02:56:46 912.17 923.67 7.3 Valid Immediate FAIR
• Smoothing: Window [927.16, 912.17, 923.67] -> Median: 923.67
• Stability Filter: No change in volume.
• Usage Rate: 7.3 L/d (drain-slow, band 71.0L over 10.0d, 81 pts)
16/01/2026 05:57:01 923.67 913.33 7.3 Valid Immediate FAIR
• Smoothing: Window [912.17, 923.67, 913.33] -> Median: 913.33
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 7.3 L/d (drain-slow, band 73.1L over 10.1d, 82 pts)
16/01/2026 08:57:16 913.33 913.33 0.0 Valid Immediate GOOD
• Smoothing: Window [923.67, 913.33, 909.85] -> Median: 913.33
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 73.3L over 10.3d, 83 pts)
16/01/2026 11:57:32 909.85 913.33 7.4 Valid Immediate GOOD
• Smoothing: Window [913.33, 909.85, 914.49] -> Median: 913.33
• Stability Filter: No change in volume.
• Usage Rate: 7.4 L/d (drain-slow, band 75.8L over 10.4d, 84 pts)
16/01/2026 14:57:46 914.49 909.85 0.0 Valid Immediate GOOD
• Smoothing: Window [909.85, 914.49, 909.85] -> Median: 909.85
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 0.0 L/d (flat, band 76.8L over 10.5d, 85 pts)
16/01/2026 17:58:01 909.85 909.85 0.0 Valid Immediate GOOD
• Smoothing: Window [914.49, 909.85, 906.36] -> Median: 909.85
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 76.8L over 10.6d, 86 pts)
16/01/2026 20:58:16 906.36 909.85 7.4 Valid Immediate GOOD
• Smoothing: Window [909.85, 906.36, 909.85] -> Median: 909.85
• Stability Filter: No change in volume.
• Usage Rate: 7.4 L/d (drain-slow, band 77.7L over 10.8d, 87 pts)
16/01/2026 23:58:32 909.85 909.85 7.4 Valid Immediate GOOD
• Smoothing: Window [906.36, 909.85, 909.85] -> Median: 909.85
• Stability Filter: No change in volume.
• Usage Rate: 7.4 L/d (drain-slow, band 79.8L over 10.9d, 88 pts)
17/01/2026 02:58:47 909.85 909.85 7.4 Valid Immediate GOOD
• Smoothing: Window [909.85, 909.85, 901.71] -> Median: 909.85
• Stability Filter: No change in volume.
• Usage Rate: 7.4 L/d (drain-slow, band 81.7L over 11.0d, 89 pts)
17/01/2026 05:59:02 901.71 905.20 7.6 Valid Immediate GOOD
• Smoothing: Window [909.85, 901.71, 905.20] -> Median: 905.20
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 7.6 L/d (drain-slow, band 83.0L over 11.1d, 90 pts)
17/01/2026 08:59:17 905.20 901.71 7.7 Valid Immediate GOOD
• Smoothing: Window [901.71, 905.20, 897.06] -> Median: 901.71
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 7.7 L/d (drain-slow, band 86.0L over 11.3d, 91 pts)
17/01/2026 11:59:31 897.06 901.71 7.7 Valid Immediate GOOD
• Smoothing: Window [905.20, 897.06, 895.90] -> Median: 897.06
• Stability Filter: Clamped minor wobble drop of 4.6L back to stable level. Future rebound returned near baseline in 0.3d after a short wobble.
• Usage Rate: 7.7 L/d (drain-slow, band 86.9L over 11.4d, 92 pts)
17/01/2026 14:59:46 895.90 901.71 7.7 Valid Immediate GOOD
• Smoothing: Window [897.06, 895.90, 902.87] -> Median: 897.06
• Stability Filter: Clamped minor wobble drop of 4.6L back to stable level. Future rebound returned near baseline in 0.1d after a short wobble.
• Usage Rate: 7.7 L/d (drain-slow, band 87.9L over 11.5d, 93 pts)
17/01/2026 18:00:01 902.87 899.39 7.8 Valid Immediate GOOD
• Smoothing: Window [895.90, 902.87, 899.39] -> Median: 899.39
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 7.8 L/d (drain-slow, band 89.7L over 11.6d, 94 pts)
17/01/2026 21:00:16 899.39 899.39 7.7 Valid Immediate GOOD
• Smoothing: Window [902.87, 899.39, 895.90] -> Median: 899.39
• Stability Filter: No change in volume.
• Usage Rate: 7.7 L/d (drain-slow, band 90.3L over 11.8d, 95 pts)
18/01/2026 00:00:32 895.90 897.06 7.6 Valid Immediate GOOD
• Smoothing: Window [899.39, 895.90, 897.06] -> Median: 897.06
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 7.6 L/d (drain-slow, band 90.2L over 11.9d, 96 pts)
18/01/2026 03:00:46 897.06 895.90 7.5 Valid Immediate GOOD
• Smoothing: Window [895.90, 897.06, 892.42] -> Median: 895.90
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 7.5 L/d (drain-slow, band 90.1L over 12.0d, 97 pts)
18/01/2026 06:01:01 892.42 894.74 7.6 Valid Immediate GOOD
• Smoothing: Window [897.06, 892.42, 894.74] -> Median: 894.74
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 7.6 L/d (drain-slow, band 91.0L over 12.1d, 98 pts)
18/01/2026 09:01:16 894.74 894.74 7.7 Valid Immediate GOOD
• Smoothing: Window [892.42, 894.74, 892.42] -> Median: 892.42
• Stability Filter: Median artifact detected. Rescued Raw Value (894.7L).
• Usage Rate: 7.7 L/d (drain-slow, band 93.6L over 12.3d, 99 pts)
18/01/2026 12:01:30 892.42 894.74 7.7 Valid Immediate GOOD
• Smoothing: Window [894.74, 892.42, 895.90] -> Median: 894.74
• Stability Filter: No change in volume.
• Usage Rate: 7.7 L/d (drain-slow, band 94.7L over 12.4d, 100 pts)
18/01/2026 15:01:45 895.90 893.58 7.8 Valid Immediate GOOD
• Smoothing: Window [892.42, 895.90, 893.58] -> Median: 893.58
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 7.8 L/d (drain-slow, band 96.7L over 12.5d, 101 pts)
18/01/2026 18:02:01 893.58 893.58 7.9 Valid Immediate GOOD
• Smoothing: Window [895.90, 893.58, 888.93] -> Median: 893.58
• Stability Filter: No change in volume.
• Usage Rate: 7.9 L/d (drain-slow, band 97.7L over 12.6d, 102 pts)
18/01/2026 21:02:17 888.93 888.93 7.8 Valid Immediate GOOD
• Smoothing: Window [893.58, 888.93, 888.93] -> Median: 888.93
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 7.8 L/d (drain-slow, band 99.7L over 12.8d, 103 pts)
19/01/2026 00:02:32 888.93 888.93 7.9 Valid Immediate GOOD
• Smoothing: Window [888.93, 888.93, 892.42] -> Median: 888.93
• Stability Filter: No change in volume.
• Usage Rate: 7.9 L/d (drain-slow, band 101.8L over 12.9d, 104 pts)
19/01/2026 03:02:46 892.42 888.93 0.0 Valid Immediate GOOD
• Smoothing: Window [888.93, 892.42, 886.61] -> Median: 888.93
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 102.5L over 13.0d, 105 pts)
19/01/2026 06:03:01 886.61 886.61 7.9 Valid Immediate GOOD
• Smoothing: Window [892.42, 886.61, 885.44] -> Median: 886.61
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 7.9 L/d (drain-slow, band 103.1L over 13.1d, 106 pts)
19/01/2026 09:03:15 885.44 885.44 0.0 Valid Immediate GOOD
• Smoothing: Window [886.61, 885.44, 883.12] -> Median: 885.44
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 0.0 L/d (flat, band 103.7L over 13.3d, 107 pts)
19/01/2026 12:03:30 883.12 883.12 0.0 Valid Immediate GOOD
• Smoothing: Window [885.44, 883.12, 878.47] -> Median: 883.12
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 0.0 L/d (flat, band 103.7L over 13.4d, 108 pts)
19/01/2026 15:03:46 878.47 883.12 7.7 Valid Immediate GOOD
• Smoothing: Window [883.12, 878.47, 886.61] -> Median: 883.12
• Stability Filter: No change in volume.
• Usage Rate: 7.7 L/d (drain-slow, band 103.9L over 13.5d, 109 pts)
19/01/2026 18:04:00 886.61 880.80 7.7 Valid Immediate GOOD
• Smoothing: Window [878.47, 886.61, 880.80] -> Median: 880.80
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 7.7 L/d (drain-slow, band 104.9L over 13.6d, 110 pts)
19/01/2026 21:04:15 880.80 880.80 7.7 Valid Immediate GOOD
• Smoothing: Window [886.61, 880.80, 877.31] -> Median: 880.80
• Stability Filter: No change in volume.
• Usage Rate: 7.7 L/d (drain-slow, band 106.0L over 13.8d, 111 pts)
20/01/2026 00:04:29 877.31 877.31 7.7 Valid Immediate GOOD
• Smoothing: Window [880.80, 877.31, 874.99] -> Median: 877.31
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 7.7 L/d (drain-slow, band 106.8L over 13.9d, 112 pts)
20/01/2026 03:04:45 874.99 877.31 7.6 Valid Immediate GOOD
• Smoothing: Window [877.31, 874.99, 885.44] -> Median: 877.31
• Stability Filter: No change in volume.
• Usage Rate: 7.6 L/d (drain-slow, band 105.2L over 13.9d, 112 pts)
20/01/2026 06:04:59 885.44 877.31 7.7 Valid Immediate GOOD
• Smoothing: Window [874.99, 885.44, 877.31] -> Median: 877.31
• Stability Filter: No change in volume.
• Usage Rate: 7.7 L/d (drain-slow, band 104.3L over 13.9d, 112 pts)
20/01/2026 09:05:14 877.31 877.31 7.8 Valid Immediate GOOD
• Smoothing: Window [885.44, 877.31, 874.99] -> Median: 877.31
• Stability Filter: No change in volume.
• Usage Rate: 7.8 L/d (drain-slow, band 107.3L over 13.9d, 112 pts)
20/01/2026 12:05:30 874.99 874.99 7.8 Valid Immediate GOOD
• Smoothing: Window [877.31, 874.99, 872.66] -> Median: 874.99
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 7.8 L/d (drain-slow, band 106.0L over 13.9d, 112 pts)
20/01/2026 15:05:44 872.66 873.82 7.8 Valid Immediate GOOD
• Smoothing: Window [874.99, 872.66, 873.82] -> Median: 873.82
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 7.8 L/d (drain-slow, band 108.1L over 13.9d, 112 pts)
20/01/2026 18:05:59 873.82 873.82 7.8 Valid Immediate GOOD
• Smoothing: Window [872.66, 873.82, 871.50] -> Median: 872.66
• Stability Filter: Median artifact detected. Rescued Raw Value (873.8L).
• Usage Rate: 7.8 L/d (drain-slow, band 108.3L over 13.9d, 112 pts)
20/01/2026 21:06:14 871.50 873.82 7.9 Valid Immediate GOOD
• Smoothing: Window [873.82, 871.50, 873.82] -> Median: 873.82
• Stability Filter: No change in volume.
• Usage Rate: 7.9 L/d (drain-slow, band 109.2L over 13.9d, 112 pts)
21/01/2026 00:06:28 873.82 871.50 7.9 Valid Immediate GOOD
• Smoothing: Window [871.50, 873.82, 871.50] -> Median: 871.50
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 7.9 L/d (drain-slow, band 107.3L over 13.9d, 112 pts)
21/01/2026 03:06:43 871.50 871.50 7.9 Valid Immediate GOOD
• Smoothing: Window [873.82, 871.50, 870.34] -> Median: 871.50
• Stability Filter: No change in volume.
• Usage Rate: 7.9 L/d (drain-slow, band 106.8L over 13.9d, 112 pts)
21/01/2026 06:06:57 870.34 870.34 7.9 Valid Immediate GOOD
• Smoothing: Window [871.50, 870.34, 869.18] -> Median: 870.34
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 7.9 L/d (drain-slow, band 108.1L over 13.9d, 112 pts)
21/01/2026 09:07:14 869.18 869.18 8.0 Valid Immediate GOOD
• Smoothing: Window [870.34, 869.18, 868.01] -> Median: 869.18
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 8.0 L/d (drain-slow, band 109.4L over 13.9d, 112 pts)
21/01/2026 12:07:29 868.01 868.01 7.9 Valid Immediate GOOD
• Smoothing: Window [869.18, 868.01, 865.69] -> Median: 868.01
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 7.9 L/d (drain-slow, band 108.7L over 13.9d, 112 pts)
21/01/2026 15:07:43 865.69 865.69 7.8 Valid Immediate GOOD
• Smoothing: Window [868.01, 865.69, 863.37] -> Median: 865.69
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 7.8 L/d (drain-slow, band 106.2L over 13.9d, 112 pts)
21/01/2026 18:07:57 863.37 865.69 7.8 Valid Immediate GOOD
• Smoothing: Window [865.69, 863.37, 865.69] -> Median: 865.69
• Stability Filter: No change in volume.
• Usage Rate: 7.8 L/d (drain-slow, band 107.4L over 13.9d, 112 pts)
21/01/2026 21:08:12 865.69 865.69 7.8 Valid Immediate GOOD
• Smoothing: Window [863.37, 865.69, 864.53] -> Median: 864.53
• Stability Filter: Median artifact detected. Rescued Raw Value (865.7L).
• Usage Rate: 7.8 L/d (drain-slow, band 106.7L over 13.9d, 112 pts)
22/01/2026 00:08:27 864.53 865.69 7.7 Valid Immediate GOOD
• Smoothing: Window [865.69, 864.53, 865.69] -> Median: 865.69
• Stability Filter: No change in volume.
• Usage Rate: 7.7 L/d (drain-slow, band 106.9L over 13.9d, 112 pts)
22/01/2026 03:08:42 865.69 864.53 7.7 Valid Immediate GOOD
• Smoothing: Window [864.53, 865.69, 862.20] -> Median: 864.53
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 7.7 L/d (drain-slow, band 106.7L over 13.9d, 112 pts)
22/01/2026 06:08:57 862.20 862.20 7.7 Valid Immediate GOOD
• Smoothing: Window [865.69, 862.20, 862.20] -> Median: 862.20
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 7.7 L/d (drain-slow, band 105.2L over 13.9d, 112 pts)
22/01/2026 09:09:12 862.20 862.20 7.7 Valid Immediate GOOD
• Smoothing: Window [862.20, 862.20, 859.88] -> Median: 862.20
• Stability Filter: No change in volume.
• Usage Rate: 7.7 L/d (drain-slow, band 106.0L over 13.9d, 112 pts)
22/01/2026 12:09:26 859.88 861.04 7.6 Valid Immediate GOOD
• Smoothing: Window [862.20, 859.88, 861.04] -> Median: 861.04
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 7.6 L/d (drain-slow, band 102.6L over 13.9d, 112 pts)
22/01/2026 15:09:42 861.04 861.04 7.5 Valid Immediate GOOD
• Smoothing: Window [859.88, 861.04, 862.20] -> Median: 861.04
• Stability Filter: No change in volume.
• Usage Rate: 7.5 L/d (drain-slow, band 102.5L over 13.9d, 112 pts)
22/01/2026 18:09:57 862.20 861.04 7.4 Valid Immediate GOOD
• Smoothing: Window [861.04, 862.20, 861.04] -> Median: 861.04
• Stability Filter: No change in volume.
• Usage Rate: 7.4 L/d (drain-slow, band 100.1L over 13.9d, 112 pts)
22/01/2026 21:10:12 861.04 861.04 7.3 Valid Immediate GOOD
• Smoothing: Window [862.20, 861.04, 861.04] -> Median: 861.04
• Stability Filter: No change in volume.
• Usage Rate: 7.3 L/d (drain-slow, band 99.4L over 13.9d, 112 pts)
23/01/2026 00:10:27 861.04 861.04 7.3 Valid Immediate GOOD
• Smoothing: Window [861.04, 861.04, 857.56] -> Median: 861.04
• Stability Filter: No change in volume.
• Usage Rate: 7.3 L/d (drain-slow, band 100.7L over 13.9d, 112 pts)
23/01/2026 03:10:43 857.56 857.56 0.0 Valid Immediate GOOD
• Smoothing: Window [861.04, 857.56, 856.39] -> Median: 857.56
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 0.0 L/d (flat, band 101.0L over 13.9d, 112 pts)
23/01/2026 06:10:58 856.39 857.56 7.3 Valid Immediate GOOD
• Smoothing: Window [857.56, 856.39, 858.72] -> Median: 857.56
• Stability Filter: No change in volume.
• Usage Rate: 7.3 L/d (drain-slow, band 100.9L over 13.9d, 112 pts)
23/01/2026 09:11:13 858.72 856.39 7.4 Valid Immediate GOOD
• Smoothing: Window [856.39, 858.72, 850.58] -> Median: 856.39
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 7.4 L/d (drain-slow, band 101.1L over 13.9d, 112 pts)
23/01/2026 12:11:27 850.58 850.58 7.4 Valid Immediate GOOD
• Smoothing: Window [858.72, 850.58, 849.42] -> Median: 850.58
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 7.4 L/d (drain-slow, band 102.2L over 13.9d, 112 pts)
23/01/2026 15:11:42 849.42 850.58 7.4 Valid Immediate GOOD
• Smoothing: Window [850.58, 849.42, 850.58] -> Median: 850.58
• Stability Filter: No change in volume.
• Usage Rate: 7.4 L/d (drain-slow, band 102.4L over 13.9d, 112 pts)
23/01/2026 18:11:56 850.58 850.58 7.4 Valid Immediate GOOD
• Smoothing: Window [849.42, 850.58, 852.91] -> Median: 850.58
• Stability Filter: No change in volume.
• Usage Rate: 7.4 L/d (drain-slow, band 101.6L over 13.9d, 112 pts)
23/01/2026 21:12:12 852.91 850.58 7.3 Valid Immediate GOOD
• Smoothing: Window [850.58, 852.91, 846.05] -> Median: 850.58
• Stability Filter: No change in volume.
• Usage Rate: 7.3 L/d (drain-slow, band 100.3L over 13.9d, 112 pts)
24/01/2026 00:12:27 846.05 850.58 7.2 Valid Immediate GOOD
• Smoothing: Window [852.91, 846.05, 844.66] -> Median: 846.05
• Stability Filter: Clamped minor wobble drop of 4.5L back to stable level. Future rebound returned near baseline in 0.3d after a short wobble.
• Usage Rate: 7.2 L/d (drain-slow, band 97.4L over 13.9d, 112 pts)
24/01/2026 03:12:42 844.66 850.58 7.0 Valid Immediate GOOD
• Smoothing: Window [846.05, 844.66, 850.58] -> Median: 846.05
• Stability Filter: Clamped minor wobble drop of 4.5L back to stable level. Future rebound returned near baseline in 0.1d after a short wobble.
• Usage Rate: 7.0 L/d (drain-slow, band 97.4L over 13.9d, 112 pts)
24/01/2026 06:12:56 850.58 848.38 7.0 Valid Immediate GOOD
• Smoothing: Window [844.66, 850.58, 848.38] -> Median: 848.38
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 7.0 L/d (drain-slow, band 96.3L over 13.9d, 112 pts)
24/01/2026 09:13:12 848.38 848.38 7.1 Valid Immediate GOOD
• Smoothing: Window [850.58, 848.38, 841.99] -> Median: 848.38
• Stability Filter: No change in volume.
• Usage Rate: 7.1 L/d (drain-slow, band 97.3L over 13.9d, 112 pts)
24/01/2026 12:13:27 841.99 841.99 7.1 Valid Immediate GOOD
• Smoothing: Window [848.38, 841.99, 838.03] -> Median: 841.99
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 7.1 L/d (drain-slow, band 97.3L over 13.9d, 112 pts)
24/01/2026 15:13:42 838.03 840.71 7.1 Valid Immediate GOOD
• Smoothing: Window [841.99, 838.03, 840.71] -> Median: 840.71
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 7.1 L/d (drain-slow, band 97.3L over 13.9d, 112 pts)
24/01/2026 18:13:56 840.71 840.71 7.2 Valid Immediate GOOD
• Smoothing: Window [838.03, 840.71, 840.71] -> Median: 840.71
• Stability Filter: No change in volume.
• Usage Rate: 7.2 L/d (drain-slow, band 97.0L over 13.9d, 112 pts)
24/01/2026 21:14:11 840.71 840.71 7.2 Valid Immediate GOOD
• Smoothing: Window [840.71, 840.71, 835.48] -> Median: 840.71
• Stability Filter: No change in volume.
• Usage Rate: 7.2 L/d (drain-slow, band 97.1L over 13.9d, 112 pts)
25/01/2026 00:14:27 835.48 836.76 7.2 Valid Immediate GOOD
• Smoothing: Window [840.71, 835.48, 836.76] -> Median: 836.76
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 7.2 L/d (drain-slow, band 99.5L over 13.9d, 112 pts)
25/01/2026 03:14:42 836.76 836.76 7.1 Valid Immediate GOOD
• Smoothing: Window [835.48, 836.76, 840.71] -> Median: 836.76
• Stability Filter: No change in volume.
• Usage Rate: 7.1 L/d (drain-slow, band 98.7L over 13.9d, 112 pts)
25/01/2026 06:14:57 840.71 836.76 7.1 Valid Immediate GOOD
• Smoothing: Window [836.76, 840.71, 835.48] -> Median: 836.76
• Stability Filter: No change in volume.
• Usage Rate: 7.1 L/d (drain-slow, band 98.7L over 13.9d, 112 pts)
25/01/2026 09:15:12 835.48 835.48 7.2 Valid Immediate GOOD
• Smoothing: Window [840.71, 835.48, 826.18] -> Median: 835.48
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 7.2 L/d (drain-slow, band 99.7L over 13.9d, 112 pts)
25/01/2026 12:15:26 826.18 827.58 7.3 Valid Immediate GOOD
• Smoothing: Window [835.48, 826.18, 827.58] -> Median: 827.58
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 7.3 L/d (drain-slow, band 100.6L over 13.9d, 112 pts)
25/01/2026 15:15:41 827.58 827.58 7.4 Valid Immediate GOOD
• Smoothing: Window [826.18, 827.58, 828.85] -> Median: 827.58
• Stability Filter: No change in volume.
• Usage Rate: 7.4 L/d (drain-slow, band 101.8L over 13.9d, 112 pts)
25/01/2026 18:15:56 828.85 827.58 7.5 Valid Immediate GOOD
• Smoothing: Window [827.58, 828.85, 822.23] -> Median: 827.58
• Stability Filter: No change in volume.
• Usage Rate: 7.5 L/d (drain-slow, band 103.3L over 13.9d, 112 pts)
25/01/2026 21:16:11 822.23 827.58 7.7 Valid Immediate GOOD
• Smoothing: Window [828.85, 822.23, 827.58] -> Median: 827.58
• Stability Filter: No change in volume.
• Usage Rate: 7.7 L/d (drain-slow, band 105.7L over 13.9d, 112 pts)
26/01/2026 00:16:26 827.58 827.58 7.7 Valid Immediate GOOD
• Smoothing: Window [822.23, 827.58, 819.56] -> Median: 822.23
• Stability Filter: Median artifact detected. Rescued Raw Value (827.6L).
• Usage Rate: 7.7 L/d (drain-slow, band 106.1L over 13.9d, 112 pts)
26/01/2026 03:16:41 819.56 827.58 7.6 Valid Immediate GOOD
• Smoothing: Window [827.58, 819.56, 827.58] -> Median: 827.58
• Stability Filter: No change in volume.
• Usage Rate: 7.6 L/d (drain-slow, band 105.9L over 13.9d, 112 pts)
26/01/2026 06:16:55 827.58 819.56 7.6 Valid Immediate GOOD
• Smoothing: Window [819.56, 827.58, 818.28] -> Median: 819.56
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 7.6 L/d (drain-slow, band 102.6L over 13.9d, 112 pts)
26/01/2026 09:17:10 818.28 819.56 7.6 Valid Immediate GOOD
• Smoothing: Window [827.58, 818.28, 822.23] -> Median: 822.23
• Monotonic Logic: Rejected small rise of 2.7L. Future plummeted back to baseline inside window (1.4d). Clamped to 819.6
• Usage Rate: 7.6 L/d (drain-slow, band 103.8L over 13.9d, 112 pts)
26/01/2026 12:17:25 822.23 818.28 7.6 Valid Immediate GOOD
• Smoothing: Window [818.28, 822.23, 813.05] -> Median: 818.28
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 7.6 L/d (drain-slow, band 104.2L over 13.9d, 112 pts)
26/01/2026 15:17:40 813.05 817.00 7.6 Valid Immediate GOOD
• Smoothing: Window [822.23, 813.05, 817.00] -> Median: 817.00
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 7.6 L/d (drain-slow, band 105.1L over 13.9d, 112 pts)
26/01/2026 18:17:55 817.00 817.00 7.7 Valid Immediate GOOD
• Smoothing: Window [813.05, 817.00, 817.00] -> Median: 817.00
• Stability Filter: No change in volume.
• Usage Rate: 7.7 L/d (drain-slow, band 102.0L over 13.9d, 112 pts)
26/01/2026 21:18:10 817.00 817.00 7.8 Valid Immediate GOOD
• Smoothing: Window [817.00, 817.00, 814.33] -> Median: 817.00
• Stability Filter: No change in volume.
• Usage Rate: 7.8 L/d (drain-slow, band 106.9L over 13.9d, 112 pts)
27/01/2026 00:18:25 814.33 814.33 7.8 Valid Immediate GOOD
• Smoothing: Window [817.00, 814.33, 808.98] -> Median: 814.33
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 7.8 L/d (drain-slow, band 108.4L over 13.9d, 112 pts)
27/01/2026 03:18:40 808.98 813.05 7.7 Valid Immediate GOOD
• Smoothing: Window [814.33, 808.98, 813.05] -> Median: 813.05
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 7.7 L/d (drain-slow, band 105.3L over 13.9d, 112 pts)
27/01/2026 06:19:10 813.05 813.05 7.6 Valid Immediate GOOD
• Smoothing: Window [808.98, 813.05, 811.66] -> Median: 811.66
• Stability Filter: Median artifact detected. Rescued Raw Value (813.1L).
• Usage Rate: 7.6 L/d (drain-slow, band 104.2L over 13.9d, 112 pts)
27/01/2026 09:19:24 811.66 813.05 7.7 Valid Immediate GOOD
• Smoothing: Window [813.05, 811.66, 814.33] -> Median: 813.05
• Stability Filter: No change in volume.
• Usage Rate: 7.7 L/d (drain-slow, band 105.3L over 13.9d, 112 pts)
27/01/2026 12:19:41 814.33 811.66 7.8 Valid Immediate GOOD
• Smoothing: Window [811.66, 814.33, 806.43] -> Median: 811.66
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 7.8 L/d (drain-slow, band 106.9L over 13.9d, 112 pts)
27/01/2026 15:19:55 806.43 811.66 7.8 Valid Immediate GOOD
• Smoothing: Window [814.33, 806.43, 811.66] -> Median: 811.66
• Stability Filter: No change in volume.
• Usage Rate: 7.8 L/d (drain-slow, band 107.0L over 13.9d, 112 pts)
27/01/2026 18:20:10 811.66 806.43 7.9 Valid Immediate GOOD
• Smoothing: Window [806.43, 811.66, 805.03] -> Median: 806.43
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 7.9 L/d (drain-slow, band 107.3L over 13.9d, 112 pts)
27/01/2026 21:20:24 805.03 805.03 7.9 Valid Immediate GOOD
• Smoothing: Window [811.66, 805.03, 805.03] -> Median: 805.03
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 7.9 L/d (drain-slow, band 108.4L over 13.9d, 112 pts)
28/01/2026 00:20:39 805.03 805.03 7.8 Valid Immediate GOOD
• Smoothing: Window [805.03, 805.03, 806.43] -> Median: 805.03
• Stability Filter: No change in volume.
• Usage Rate: 7.8 L/d (drain-slow, band 106.5L over 13.9d, 112 pts)
28/01/2026 03:20:54 806.43 805.03 7.8 Valid Immediate GOOD
• Smoothing: Window [805.03, 806.43, 803.76] -> Median: 805.03
• Stability Filter: No change in volume.
• Usage Rate: 7.8 L/d (drain-slow, band 106.7L over 13.9d, 112 pts)
28/01/2026 06:21:08 803.76 803.76 7.9 Valid Immediate GOOD
• Smoothing: Window [806.43, 803.76, 801.08] -> Median: 803.76
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 7.9 L/d (drain-slow, band 108.8L over 13.9d, 112 pts)
28/01/2026 09:21:24 801.08 801.08 7.8 Valid Immediate GOOD
• Smoothing: Window [803.76, 801.08, 799.80] -> Median: 801.08
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 7.8 L/d (drain-slow, band 106.8L over 13.9d, 112 pts)
28/01/2026 12:21:39 799.80 799.80 7.7 Valid Immediate GOOD
• Smoothing: Window [801.08, 799.80, 799.80] -> Median: 799.80
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 7.7 L/d (drain-slow, band 105.7L over 13.9d, 112 pts)
28/01/2026 15:21:53 799.80 799.80 7.6 Valid Immediate GOOD
• Smoothing: Window [799.80, 799.80, 799.80] -> Median: 799.80
• Stability Filter: No change in volume.
• Usage Rate: 7.6 L/d (drain-slow, band 104.5L over 13.9d, 112 pts)
28/01/2026 18:22:08 799.80 799.80 7.5 Valid Immediate GOOD
• Smoothing: Window [799.80, 799.80, 801.08] -> Median: 799.80
• Stability Filter: No change in volume.
• Usage Rate: 7.5 L/d (drain-slow, band 102.6L over 13.9d, 112 pts)
28/01/2026 21:22:23 801.08 799.80 7.5 Valid Immediate GOOD
• Smoothing: Window [799.80, 801.08, 797.13] -> Median: 799.80
• Stability Filter: No change in volume.
• Usage Rate: 7.5 L/d (drain-slow, band 101.6L over 13.9d, 112 pts)
29/01/2026 00:22:37 797.13 797.13 7.6 Valid Immediate GOOD
• Smoothing: Window [801.08, 797.13, 797.13] -> Median: 797.13
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 7.6 L/d (drain-slow, band 102.7L over 13.9d, 112 pts)
29/01/2026 03:22:52 797.13 797.13 7.5 Valid Immediate GOOD
• Smoothing: Window [797.13, 797.13, 798.53] -> Median: 797.13
• Stability Filter: No change in volume.
• Usage Rate: 7.5 L/d (drain-slow, band 103.2L over 13.9d, 112 pts)
29/01/2026 06:23:08 798.53 797.13 7.5 Valid Immediate GOOD
• Smoothing: Window [797.13, 798.53, 793.18] -> Median: 797.13
• Stability Filter: No change in volume.
• Usage Rate: 7.5 L/d (drain-slow, band 103.4L over 13.9d, 112 pts)
29/01/2026 09:23:23 793.18 794.58 7.5 Valid Immediate GOOD
• Smoothing: Window [798.53, 793.18, 794.58] -> Median: 794.58
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 7.5 L/d (drain-slow, band 104.7L over 13.9d, 112 pts)
29/01/2026 12:23:38 794.58 793.18 7.6 Valid Immediate GOOD
• Smoothing: Window [793.18, 794.58, 793.18] -> Median: 793.18
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 7.6 L/d (drain-slow, band 104.5L over 13.9d, 112 pts)
29/01/2026 15:23:52 793.18 793.18 7.6 Valid Immediate GOOD
• Smoothing: Window [794.58, 793.18, 790.51] -> Median: 793.18
• Stability Filter: No change in volume.
• Usage Rate: 7.6 L/d (drain-slow, band 102.4L over 13.9d, 112 pts)
29/01/2026 18:24:07 790.51 793.18 7.5 Valid Immediate GOOD
• Smoothing: Window [793.18, 790.51, 793.18] -> Median: 793.18
• Stability Filter: No change in volume.
• Usage Rate: 7.5 L/d (drain-slow, band 103.6L over 13.9d, 112 pts)
29/01/2026 21:24:21 793.18 790.51 7.5 Valid Immediate GOOD
• Smoothing: Window [790.51, 793.18, 790.51] -> Median: 790.51
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 7.5 L/d (drain-slow, band 101.7L over 13.9d, 112 pts)
30/01/2026 00:24:37 790.51 790.51 7.4 Valid Immediate GOOD
• Smoothing: Window [793.18, 790.51, 790.51] -> Median: 790.51
• Stability Filter: No change in volume.
• Usage Rate: 7.4 L/d (drain-slow, band 101.5L over 13.9d, 112 pts)
30/01/2026 03:24:52 790.51 790.51 7.3 Valid Immediate GOOD
• Smoothing: Window [790.51, 790.51, 789.23] -> Median: 790.51
• Stability Filter: No change in volume.
• Usage Rate: 7.3 L/d (drain-slow, band 99.4L over 13.9d, 112 pts)
30/01/2026 06:25:07 789.23 790.51 7.1 Valid Immediate GOOD
• Smoothing: Window [790.51, 789.23, 791.90] -> Median: 790.51
• Stability Filter: No change in volume.
• Usage Rate: 7.1 L/d (drain-slow, band 97.3L over 13.9d, 112 pts)
30/01/2026 09:25:21 791.90 789.23 7.1 Valid Immediate GOOD
• Smoothing: Window [789.23, 791.90, 785.28] -> Median: 789.23
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 7.1 L/d (drain-slow, band 98.3L over 13.9d, 112 pts)
30/01/2026 12:25:36 785.28 789.23 7.2 Valid Immediate GOOD
• Smoothing: Window [791.90, 785.28, 784.00] -> Median: 785.28
• Stability Filter: Clamped minor wobble drop of 4.0L back to stable level. Future rebound returned near baseline in 0.3d after a short wobble.
• Usage Rate: 7.2 L/d (drain-slow, band 98.6L over 13.9d, 112 pts)
30/01/2026 15:25:50 784.00 789.23 7.2 Valid Immediate GOOD
• Smoothing: Window [785.28, 784.00, 789.23] -> Median: 785.28
• Stability Filter: Clamped minor wobble drop of 4.0L back to stable level. Future rebound returned near baseline in 0.1d after a short wobble.
• Usage Rate: 7.2 L/d (drain-slow, band 98.8L over 13.9d, 112 pts)
30/01/2026 18:26:05 789.23 789.23 7.3 Valid Immediate GOOD
• Smoothing: Window [784.00, 789.23, 790.51] -> Median: 789.23
• Stability Filter: No change in volume.
• Usage Rate: 7.3 L/d (drain-slow, band 101.0L over 13.9d, 112 pts)
30/01/2026 21:26:19 790.51 789.23 7.4 Valid Immediate GOOD
• Smoothing: Window [789.23, 790.51, 786.56] -> Median: 789.23
• Stability Filter: No change in volume.
• Usage Rate: 7.4 L/d (drain-slow, band 101.3L over 13.9d, 112 pts)
31/01/2026 00:26:34 786.56 789.23 7.3 Valid Immediate GOOD
• Smoothing: Window [790.51, 786.56, 789.23] -> Median: 789.23
• Stability Filter: No change in volume.
• Usage Rate: 7.3 L/d (drain-slow, band 100.3L over 13.9d, 112 pts)
31/01/2026 03:26:49 789.23 787.95 7.2 Valid Immediate GOOD
• Smoothing: Window [786.56, 789.23, 787.95] -> Median: 787.95
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 7.2 L/d (drain-slow, band 99.2L over 13.9d, 112 pts)
31/01/2026 06:27:04 787.95 787.95 7.3 Valid Immediate GOOD
• Smoothing: Window [789.23, 787.95, 780.05] -> Median: 787.95
• Stability Filter: No change in volume.
• Usage Rate: 7.3 L/d (drain-slow, band 100.4L over 13.9d, 112 pts)
31/01/2026 09:27:19 780.05 780.05 7.3 Valid Immediate GOOD
• Smoothing: Window [787.95, 780.05, 780.05] -> Median: 780.05
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 7.3 L/d (drain-slow, band 101.4L over 13.9d, 112 pts)
31/01/2026 12:27:34 780.05 780.05 7.2 Valid Immediate GOOD
• Smoothing: Window [780.05, 780.05, 780.05] -> Median: 780.05
• Stability Filter: No change in volume.
• Usage Rate: 7.2 L/d (drain-slow, band 98.4L over 13.9d, 112 pts)
31/01/2026 15:27:48 780.05 780.05 7.1 Valid Immediate GOOD
• Smoothing: Window [780.05, 780.05, 781.33] -> Median: 780.05
• Stability Filter: No change in volume.
• Usage Rate: 7.1 L/d (drain-slow, band 98.2L over 13.9d, 112 pts)
31/01/2026 18:28:03 781.33 780.05 7.0 Valid Immediate GOOD
• Smoothing: Window [780.05, 781.33, 780.05] -> Median: 780.05
• Stability Filter: No change in volume.
• Usage Rate: 7.0 L/d (drain-slow, band 96.1L over 13.9d, 112 pts)
31/01/2026 21:28:20 780.05 780.05 7.0 Valid Immediate GOOD
• Smoothing: Window [781.33, 780.05, 780.05] -> Median: 780.05
• Stability Filter: No change in volume.
• Usage Rate: 7.0 L/d (drain-slow, band 97.1L over 13.9d, 112 pts)
01/02/2026 00:28:35 780.05 780.05 7.0 Valid Immediate GOOD
• Smoothing: Window [780.05, 780.05, 777.38] -> Median: 780.05
• Stability Filter: No change in volume.
• Usage Rate: 7.0 L/d (drain-slow, band 96.2L over 13.9d, 112 pts)
01/02/2026 03:28:49 777.38 780.05 7.0 Valid Immediate GOOD
• Smoothing: Window [780.05, 777.38, 780.05] -> Median: 780.05
• Stability Filter: No change in volume.
• Usage Rate: 7.0 L/d (drain-slow, band 96.0L over 13.9d, 112 pts)
01/02/2026 06:29:03 780.05 780.05 7.0 Valid Immediate GOOD
• Smoothing: Window [777.38, 780.05, 780.05] -> Median: 780.05
• Stability Filter: No change in volume.
• Usage Rate: 7.0 L/d (drain-slow, band 94.8L over 13.9d, 112 pts)
01/02/2026 09:29:20 780.05 780.05 6.9 Valid Immediate GOOD
• Smoothing: Window [780.05, 780.05, 769.48] -> Median: 780.05
• Stability Filter: No change in volume.
• Usage Rate: 6.9 L/d (drain-slow, band 93.9L over 13.9d, 112 pts)
01/02/2026 12:29:35 769.48 772.03 6.8 Valid Immediate GOOD
• Smoothing: Window [780.05, 769.48, 772.03] -> Median: 772.03
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 6.8 L/d (drain-slow, band 92.9L over 13.9d, 112 pts)
01/02/2026 15:30:06 772.03 772.03 6.9 Valid Immediate GOOD
• Smoothing: Window [769.48, 772.03, 775.98] -> Median: 772.03
• Stability Filter: No change in volume.
• Usage Rate: 6.9 L/d (drain-slow, band 93.2L over 13.9d, 112 pts)
01/02/2026 18:30:21 775.98 772.03 7.0 Valid Immediate GOOD
• Smoothing: Window [772.03, 775.98, 773.43] -> Median: 773.43
• Monotonic Logic: Rejected small rise of 1.4L. Future plummeted back to baseline inside window (1.0d). Clamped to 772.0
• Usage Rate: 7.0 L/d (drain-slow, band 95.5L over 13.9d, 112 pts)
01/02/2026 21:30:36 773.43 772.03 6.9 Valid Immediate GOOD
• Smoothing: Window [775.98, 773.43, 775.98] -> Median: 775.98
• Monotonic Logic: Rejected small rise of 4.0L. Future plummeted back to baseline inside window (0.5d). Clamped to 772.0
• Usage Rate: 6.9 L/d (drain-slow, band 94.8L over 13.9d, 112 pts)
02/02/2026 00:30:51 775.98 772.03 6.8 Valid Immediate GOOD
• Smoothing: Window [773.43, 775.98, 772.03] -> Median: 773.43
• Monotonic Logic: Rejected small rise of 1.4L. Future plummeted back to baseline inside window (0.8d). Clamped to 772.0
• Usage Rate: 6.8 L/d (drain-slow, band 94.8L over 13.9d, 112 pts)
02/02/2026 03:31:06 772.03 772.03 6.8 Valid Immediate GOOD
• Smoothing: Window [775.98, 772.03, 768.08] -> Median: 772.03
• Stability Filter: No change in volume.
• Usage Rate: 6.8 L/d (drain-slow, band 93.8L over 13.9d, 112 pts)
02/02/2026 06:31:20 768.08 768.08 6.7 Valid Immediate GOOD
• Smoothing: Window [772.03, 768.08, 764.13] -> Median: 768.08
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 6.7 L/d (drain-slow, band 93.7L over 13.9d, 112 pts)
02/02/2026 09:31:35 764.13 764.13 6.7 Valid Immediate GOOD
• Smoothing: Window [768.08, 764.13, 762.85] -> Median: 764.13
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 6.7 L/d (drain-slow, band 92.5L over 13.9d, 112 pts)
02/02/2026 12:31:49 762.85 762.85 6.6 Valid Immediate GOOD
• Smoothing: Window [764.13, 762.85, 762.85] -> Median: 762.85
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 6.6 L/d (drain-slow, band 91.4L over 13.9d, 112 pts)
02/02/2026 15:32:06 762.85 762.85 6.7 Valid Immediate GOOD
• Smoothing: Window [762.85, 762.85, 760.18] -> Median: 762.85
• Stability Filter: No change in volume.
• Usage Rate: 6.7 L/d (drain-slow, band 91.3L over 13.9d, 112 pts)
02/02/2026 18:32:20 760.18 760.18 6.8 Valid Immediate GOOD
• Smoothing: Window [762.85, 760.18, 756.23] -> Median: 760.18
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 6.8 L/d (drain-slow, band 92.6L over 13.9d, 112 pts)
02/02/2026 21:32:35 756.23 760.18 6.7 Valid Immediate GOOD
• Smoothing: Window [760.18, 756.23, 760.18] -> Median: 760.18
• Stability Filter: No change in volume.
• Usage Rate: 6.7 L/d (drain-slow, band 92.9L over 13.9d, 112 pts)
03/02/2026 00:32:49 760.18 756.23 6.8 Valid Immediate GOOD
• Smoothing: Window [756.23, 760.18, 754.95] -> Median: 756.23
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 6.8 L/d (drain-slow, band 91.8L over 13.9d, 112 pts)
03/02/2026 03:33:04 754.95 756.23 6.8 Valid Immediate GOOD
• Smoothing: Window [760.18, 754.95, 757.51] -> Median: 757.51
• Monotonic Logic: Rejected small rise of 1.3L. Future plummeted back to baseline inside window (1.3d). Clamped to 756.2
• Usage Rate: 6.8 L/d (drain-slow, band 92.0L over 13.9d, 112 pts)
03/02/2026 06:33:19 757.51 756.23 6.7 Valid Immediate GOOD
• Smoothing: Window [754.95, 757.51, 757.51] -> Median: 757.51
• Monotonic Logic: Rejected small rise of 1.3L. Future plummeted back to baseline inside window (1.1d). Clamped to 756.2
• Usage Rate: 6.7 L/d (drain-slow, band 93.5L over 13.9d, 112 pts)
03/02/2026 09:33:34 757.51 756.23 6.8 Valid Immediate GOOD
• Smoothing: Window [757.51, 757.51, 757.51] -> Median: 757.51
• Monotonic Logic: Rejected small rise of 1.3L. Future plummeted back to baseline inside window (1.0d). Clamped to 756.2
• Usage Rate: 6.8 L/d (drain-slow, band 93.5L over 13.9d, 112 pts)
03/02/2026 12:33:50 757.51 756.23 6.9 Valid Immediate GOOD
• Smoothing: Window [757.51, 757.51, 753.56] -> Median: 757.51
• Monotonic Logic: Rejected small rise of 1.3L. Future plummeted back to baseline inside window (0.9d). Clamped to 756.2
• Usage Rate: 6.9 L/d (drain-slow, band 94.7L over 13.9d, 112 pts)
03/02/2026 15:34:05 753.56 753.56 7.0 Valid Immediate GOOD
• Smoothing: Window [757.51, 753.56, 749.61] -> Median: 753.56
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 7.0 L/d (drain-slow, band 95.0L over 13.9d, 112 pts)
03/02/2026 18:34:19 749.61 749.61 7.1 Valid Immediate GOOD
• Smoothing: Window [753.56, 749.61, 748.33] -> Median: 749.61
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 7.1 L/d (drain-slow, band 97.7L over 13.9d, 112 pts)
04/02/2026 00:34:49 748.33 749.61 0.0 Valid Immediate GOOD
• Smoothing: Window [749.61, 748.33, 749.61] -> Median: 749.61
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 99.4L over 13.9d, 111 pts)
04/02/2026 03:35:04 749.61 748.33 7.2 Valid Immediate GOOD
• Smoothing: Window [748.33, 749.61, 747.05] -> Median: 748.33
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 7.2 L/d (drain-slow, band 98.2L over 13.9d, 111 pts)
04/02/2026 06:35:18 747.05 747.05 0.0 Valid Immediate GOOD
• Smoothing: Window [749.61, 747.05, 744.38] -> Median: 747.05
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 0.0 L/d (flat, band 100.9L over 13.9d, 111 pts)
04/02/2026 09:35:34 744.38 744.38 7.4 Valid Immediate GOOD
• Smoothing: Window [747.05, 744.38, 739.03] -> Median: 744.38
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 7.4 L/d (drain-slow, band 100.9L over 13.9d, 111 pts)
04/02/2026 12:35:49 739.03 742.98 7.4 Valid Immediate GOOD
• Smoothing: Window [744.38, 739.03, 742.98] -> Median: 742.98
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 7.4 L/d (drain-slow, band 102.4L over 13.9d, 111 pts)
04/02/2026 15:36:03 742.98 741.70 7.3 Valid Immediate GOOD
• Smoothing: Window [739.03, 742.98, 741.70] -> Median: 741.70
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 7.3 L/d (drain-slow, band 101.2L over 13.9d, 111 pts)
04/02/2026 18:36:18 741.70 741.70 7.3 Valid Immediate GOOD
• Smoothing: Window [742.98, 741.70, 741.70] -> Median: 741.70
• Stability Filter: No change in volume.
• Usage Rate: 7.3 L/d (drain-slow, band 100.0L over 13.9d, 111 pts)
04/02/2026 21:36:32 741.70 741.70 7.3 Valid Immediate GOOD
• Smoothing: Window [741.70, 741.70, 741.70] -> Median: 741.70
• Stability Filter: No change in volume.
• Usage Rate: 7.3 L/d (drain-slow, band 100.2L over 13.9d, 111 pts)
05/02/2026 00:36:47 741.70 741.70 7.2 Valid Immediate GOOD
• Smoothing: Window [741.70, 741.70, 737.75] -> Median: 741.70
• Stability Filter: No change in volume.
• Usage Rate: 7.2 L/d (drain-slow, band 98.0L over 13.9d, 111 pts)
05/02/2026 03:37:02 737.75 740.43 7.2 Valid Immediate GOOD
• Smoothing: Window [741.70, 737.75, 740.43] -> Median: 740.43
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 7.2 L/d (drain-slow, band 97.0L over 13.9d, 111 pts)
05/02/2026 06:37:18 740.43 737.75 0.0 Valid Immediate GOOD
• Smoothing: Window [737.75, 740.43, 737.75] -> Median: 737.75
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 0.0 L/d (flat, band 101.0L over 13.9d, 111 pts)
05/02/2026 09:37:33 737.75 737.75 7.3 Valid Immediate GOOD
• Smoothing: Window [740.43, 737.75, 736.48] -> Median: 737.75
• Stability Filter: No change in volume.
• Usage Rate: 7.3 L/d (drain-slow, band 101.0L over 13.9d, 111 pts)
05/02/2026 12:37:48 736.48 736.48 7.4 Valid Immediate GOOD
• Smoothing: Window [737.75, 736.48, 735.08] -> Median: 736.48
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 7.4 L/d (drain-slow, band 101.1L over 13.9d, 111 pts)
05/02/2026 15:38:02 735.08 736.48 7.4 Valid Immediate GOOD
• Smoothing: Window [736.48, 735.08, 739.03] -> Median: 736.48
• Stability Filter: No change in volume.
• Usage Rate: 7.4 L/d (drain-slow, band 101.3L over 13.9d, 111 pts)
05/02/2026 18:38:17 739.03 735.08 7.5 Valid Immediate GOOD
• Smoothing: Window [735.08, 739.03, 732.52] -> Median: 735.08
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 7.5 L/d (drain-slow, band 101.7L over 13.9d, 111 pts)
05/02/2026 21:38:32 732.52 732.52 7.4 Valid Immediate GOOD
• Smoothing: Window [739.03, 732.52, 732.52] -> Median: 732.52
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 7.4 L/d (drain-slow, band 101.7L over 13.9d, 111 pts)
06/02/2026 00:38:47 732.52 732.52 7.3 Valid Immediate GOOD
• Smoothing: Window [732.52, 732.52, 732.52] -> Median: 732.52
• Stability Filter: No change in volume.
• Usage Rate: 7.3 L/d (drain-slow, band 100.3L over 13.9d, 111 pts)
06/02/2026 03:39:03 732.52 732.52 7.2 Valid Immediate GOOD
• Smoothing: Window [732.52, 732.52, 727.18] -> Median: 732.52
• Stability Filter: No change in volume.
• Usage Rate: 7.2 L/d (drain-slow, band 99.0L over 13.9d, 111 pts)
06/02/2026 06:39:18 727.18 728.57 7.2 Valid Immediate GOOD
• Smoothing: Window [732.52, 727.18, 728.57] -> Median: 728.57
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 7.2 L/d (drain-slow, band 99.0L over 13.9d, 111 pts)
06/02/2026 09:39:33 728.57 728.57 7.3 Valid Immediate GOOD
• Smoothing: Window [727.18, 728.57, 727.18] -> Median: 727.18
• Stability Filter: Median artifact detected. Rescued Raw Value (728.6L).
• Usage Rate: 7.3 L/d (drain-slow, band 100.3L over 13.9d, 111 pts)
06/02/2026 12:39:49 727.18 728.57 7.2 Valid Immediate GOOD
• Smoothing: Window [728.57, 727.18, 728.57] -> Median: 728.57
• Stability Filter: No change in volume.
• Usage Rate: 7.2 L/d (drain-slow, band 99.0L over 13.9d, 111 pts)
06/02/2026 15:40:21 728.57 728.57 7.1 Valid Immediate GOOD
• Smoothing: Window [727.18, 728.57, 728.57] -> Median: 728.57
• Stability Filter: No change in volume.
• Usage Rate: 7.1 L/d (drain-slow, band 97.7L over 13.9d, 111 pts)
06/02/2026 18:40:35 728.57 728.57 7.1 Valid Immediate GOOD
• Smoothing: Window [728.57, 728.57, 728.57] -> Median: 728.57
• Stability Filter: No change in volume.
• Usage Rate: 7.1 L/d (drain-slow, band 97.7L over 13.9d, 111 pts)
06/02/2026 21:40:51 728.57 728.57 7.1 Valid Immediate GOOD
• Smoothing: Window [728.57, 728.57, 724.51] -> Median: 728.57
• Stability Filter: No change in volume.
• Usage Rate: 7.1 L/d (drain-slow, band 97.7L over 13.9d, 111 pts)
07/02/2026 00:41:07 724.51 728.57 6.9 Valid Immediate GOOD
• Smoothing: Window [728.57, 724.51, 728.57] -> Median: 728.57
• Stability Filter: No change in volume.
• Usage Rate: 6.9 L/d (drain-slow, band 92.4L over 13.9d, 111 pts)
07/02/2026 03:41:21 728.57 724.51 6.8 Valid Immediate GOOD
• Smoothing: Window [724.51, 728.57, 724.51] -> Median: 724.51
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 6.8 L/d (drain-slow, band 92.5L over 13.9d, 111 pts)
07/02/2026 06:41:36 724.51 724.51 0.0 Valid Immediate GOOD
• Smoothing: Window [728.57, 724.51, 723.23] -> Median: 724.51
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 95.1L over 13.9d, 111 pts)
07/02/2026 09:41:50 723.23 724.51 0.0 Valid Immediate GOOD
• Smoothing: Window [724.51, 723.23, 724.51] -> Median: 724.51
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 95.1L over 13.9d, 111 pts)
07/02/2026 12:42:05 724.51 724.51 6.9 Valid Immediate GOOD
• Smoothing: Window [723.23, 724.51, 724.51] -> Median: 724.51
• Stability Filter: No change in volume.
• Usage Rate: 6.9 L/d (drain-slow, band 93.7L over 13.9d, 111 pts)
07/02/2026 15:42:20 724.51 724.51 6.9 Valid Immediate GOOD
• Smoothing: Window [724.51, 724.51, 725.90] -> Median: 724.51
• Stability Filter: No change in volume.
• Usage Rate: 6.9 L/d (drain-slow, band 93.7L over 13.9d, 111 pts)
07/02/2026 18:42:50 725.90 724.51 0.0 Valid Immediate GOOD
• Smoothing: Window [724.51, 725.90, 723.23] -> Median: 724.51
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 93.7L over 13.9d, 111 pts)
07/02/2026 21:43:06 723.23 723.23 6.6 Valid Immediate GOOD
• Smoothing: Window [725.90, 723.23, 719.28] -> Median: 723.23
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 6.6 L/d (drain-slow, band 91.0L over 13.9d, 111 pts)
08/02/2026 00:43:21 719.28 723.23 6.5 Valid Immediate GOOD
• Smoothing: Window [723.23, 719.28, 720.56] -> Median: 720.56
• Stability Filter: Clamped minor wobble drop of 2.7L back to stable level. Future rebound returned near baseline in 0.6d after a short wobble.
• Usage Rate: 6.5 L/d (drain-slow, band 89.7L over 13.9d, 111 pts)
08/02/2026 03:43:36 720.56 723.23 6.5 Valid Immediate GOOD
• Smoothing: Window [719.28, 720.56, 720.56] -> Median: 720.56
• Stability Filter: Clamped minor wobble drop of 2.7L back to stable level. Future rebound returned near baseline in 0.5d after a short wobble.
• Usage Rate: 6.5 L/d (drain-slow, band 88.4L over 13.9d, 111 pts)
08/02/2026 06:43:50 720.56 723.23 0.0 Valid Immediate GOOD
• Smoothing: Window [720.56, 720.56, 719.28] -> Median: 720.56
• Stability Filter: Clamped minor wobble drop of 2.7L back to stable level. Future rebound returned near baseline in 0.4d after a short wobble.
• Usage Rate: 0.0 L/d (flat, band 89.8L over 13.9d, 111 pts)
08/02/2026 09:44:05 719.28 723.23 6.4 Valid Immediate GOOD
• Smoothing: Window [720.56, 719.28, 723.23] -> Median: 720.56
• Stability Filter: Clamped minor wobble drop of 2.7L back to stable level. Future rebound returned near baseline in 0.3d after a short wobble.
• Usage Rate: 6.4 L/d (drain-slow, band 87.2L over 13.9d, 111 pts)
08/02/2026 12:44:19 723.23 723.23 6.4 Valid Immediate GOOD
• Smoothing: Window [719.28, 723.23, 719.28] -> Median: 719.28
• Stability Filter: Median artifact detected. Rescued Raw Value (723.2L).
• Usage Rate: 6.4 L/d (drain-slow, band 88.4L over 13.9d, 111 pts)
08/02/2026 15:44:34 719.28 723.23 6.4 Valid Immediate GOOD
• Smoothing: Window [723.23, 719.28, 723.23] -> Median: 723.23
• Stability Filter: No change in volume.
• Usage Rate: 6.4 L/d (drain-slow, band 88.5L over 13.9d, 111 pts)
08/02/2026 18:44:50 723.23 719.28 0.0 Valid Immediate GOOD
• Smoothing: Window [719.28, 723.23, 716.61] -> Median: 719.28
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 0.0 L/d (flat, band 88.5L over 13.9d, 111 pts)
08/02/2026 21:45:05 716.61 719.28 6.3 Valid Immediate GOOD
• Smoothing: Window [723.23, 716.61, 719.28] -> Median: 719.28
• Stability Filter: No change in volume.
• Usage Rate: 6.3 L/d (drain-slow, band 87.1L over 13.9d, 111 pts)
09/02/2026 00:45:19 719.28 719.28 6.3 Valid Immediate GOOD
• Smoothing: Window [716.61, 719.28, 719.28] -> Median: 719.28
• Stability Filter: No change in volume.
• Usage Rate: 6.3 L/d (drain-slow, band 87.1L over 13.9d, 111 pts)
09/02/2026 03:45:34 719.28 719.28 6.3 Valid Immediate GOOD
• Smoothing: Window [719.28, 719.28, 718.00] -> Median: 719.28
• Stability Filter: No change in volume.
• Usage Rate: 6.3 L/d (drain-slow, band 85.8L over 13.9d, 111 pts)
09/02/2026 06:45:49 718.00 718.00 6.1 Valid Immediate GOOD
• Smoothing: Window [719.28, 718.00, 714.05] -> Median: 718.00
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 6.1 L/d (drain-slow, band 83.2L over 13.9d, 111 pts)
09/02/2026 09:46:04 714.05 714.05 0.0 Valid Immediate GOOD
• Smoothing: Window [718.00, 714.05, 711.14] -> Median: 714.05
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 0.0 L/d (flat, band 83.2L over 13.9d, 111 pts)
09/02/2026 12:46:19 711.14 714.05 6.0 Valid Immediate GOOD
• Smoothing: Window [714.05, 711.14, 714.05] -> Median: 714.05
• Stability Filter: No change in volume.
• Usage Rate: 6.0 L/d (drain-slow, band 81.8L over 13.9d, 111 pts)
09/02/2026 15:46:34 714.05 714.05 0.0 Valid Immediate GOOD
• Smoothing: Window [711.14, 714.05, 714.05] -> Median: 714.05
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 84.5L over 13.9d, 111 pts)
09/02/2026 18:46:50 714.05 714.05 6.1 Valid Immediate GOOD
• Smoothing: Window [714.05, 714.05, 714.05] -> Median: 714.05
• Stability Filter: No change in volume.
• Usage Rate: 6.1 L/d (drain-slow, band 83.2L over 13.9d, 111 pts)
09/02/2026 21:47:06 714.05 714.05 6.0 Valid Immediate GOOD
• Smoothing: Window [714.05, 714.05, 709.75] -> Median: 714.05
• Stability Filter: No change in volume.
• Usage Rate: 6.0 L/d (drain-slow, band 81.8L over 13.9d, 111 pts)
10/02/2026 00:47:20 709.75 711.14 0.0 Valid Immediate GOOD
• Smoothing: Window [714.05, 709.75, 711.14] -> Median: 711.14
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 0.0 L/d (flat, band 81.8L over 13.9d, 111 pts)
10/02/2026 03:47:35 711.14 711.14 5.8 Valid Immediate GOOD
• Smoothing: Window [709.75, 711.14, 712.54] -> Median: 711.14
• Stability Filter: No change in volume.
• Usage Rate: 5.8 L/d (drain-slow, band 80.5L over 13.9d, 111 pts)
10/02/2026 06:47:49 712.54 711.14 0.0 Valid Immediate GOOD
• Smoothing: Window [711.14, 712.54, 708.24] -> Median: 711.14
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 80.5L over 13.9d, 111 pts)
10/02/2026 09:48:04 708.24 711.14 5.8 Valid Immediate GOOD
• Smoothing: Window [712.54, 708.24, 711.14] -> Median: 711.14
• Stability Filter: No change in volume.
• Usage Rate: 5.8 L/d (drain-slow, band 80.5L over 13.9d, 111 pts)
10/02/2026 12:48:20 711.14 708.24 5.9 Valid Immediate GOOD
• Smoothing: Window [708.24, 711.14, 703.94] -> Median: 708.24
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 5.9 L/d (drain-slow, band 80.5L over 13.9d, 111 pts)
10/02/2026 15:48:50 703.94 705.45 5.9 Valid Immediate GOOD
• Smoothing: Window [711.14, 703.94, 705.45] -> Median: 705.45
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 5.9 L/d (drain-slow, band 80.5L over 13.9d, 111 pts)
10/02/2026 18:49:04 705.45 705.45 0.0 Valid Immediate GOOD
• Smoothing: Window [703.94, 705.45, 702.55] -> Median: 703.94
• Stability Filter: Median artifact detected. Rescued Raw Value (705.5L).
• Usage Rate: 0.0 L/d (flat, band 83.1L over 13.9d, 111 pts)
10/02/2026 21:49:19 702.55 705.45 5.9 Valid Immediate GOOD
• Smoothing: Window [705.45, 702.55, 705.45] -> Median: 705.45
• Stability Filter: No change in volume.
• Usage Rate: 5.9 L/d (drain-slow, band 80.5L over 13.9d, 111 pts)
11/02/2026 00:49:34 705.45 702.55 5.7 Valid Immediate GOOD
• Smoothing: Window [702.55, 705.45, 702.55] -> Median: 702.55
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 5.7 L/d (drain-slow, band 79.1L over 13.9d, 111 pts)
11/02/2026 03:49:48 702.55 702.55 5.7 Valid Immediate GOOD
• Smoothing: Window [705.45, 702.55, 703.94] -> Median: 703.94
• Monotonic Logic: Rejected small rise of 1.4L. Future plummeted back to baseline inside window (2.1d). Clamped to 702.5
• Usage Rate: 5.7 L/d (drain-slow, band 79.1L over 13.9d, 111 pts)
11/02/2026 06:50:04 703.94 702.55 5.9 Valid Immediate GOOD
• Smoothing: Window [702.55, 703.94, 706.84] -> Median: 703.94
• Monotonic Logic: Rejected small rise of 1.4L. Future plummeted back to baseline inside window (2.0d). Clamped to 702.5
• Usage Rate: 5.9 L/d (drain-slow, band 80.6L over 13.9d, 111 pts)
11/02/2026 09:50:19 706.84 702.55 5.9 Valid Immediate GOOD
• Smoothing: Window [703.94, 706.84, 702.55] -> Median: 703.94
• Monotonic Logic: Rejected small rise of 1.4L. Future plummeted back to baseline inside window (1.9d). Clamped to 702.5
• Usage Rate: 5.9 L/d (drain-slow, band 80.8L over 13.9d, 111 pts)
11/02/2026 12:50:33 702.55 702.55 5.8 Valid Immediate GOOD
• Smoothing: Window [706.84, 702.55, 693.95] -> Median: 702.55
• Stability Filter: No change in volume.
• Usage Rate: 5.8 L/d (drain-slow, band 79.4L over 13.9d, 111 pts)
11/02/2026 15:50:48 693.95 702.55 5.8 Valid Immediate FAIR
• Smoothing: Window [702.55, 693.95, 702.55] -> Median: 702.55
• Stability Filter: No change in volume.
• Usage Rate: 5.8 L/d (drain-slow, band 79.4L over 13.9d, 111 pts)
11/02/2026 18:51:03 702.55 702.55 5.9 Valid Immediate GOOD
• Smoothing: Window [693.95, 702.55, 698.25] -> Median: 698.25
• Stability Filter: Median artifact detected. Rescued Raw Value (702.5L).
• Usage Rate: 5.9 L/d (drain-slow, band 80.8L over 13.9d, 111 pts)
11/02/2026 21:51:18 698.25 702.55 6.0 Valid Immediate GOOD
• Smoothing: Window [702.55, 698.25, 703.94] -> Median: 702.55
• Stability Filter: No change in volume.
• Usage Rate: 6.0 L/d (drain-slow, band 82.3L over 13.9d, 111 pts)
12/02/2026 00:51:32 703.94 702.55 6.0 Valid Immediate GOOD
• Smoothing: Window [698.25, 703.94, 703.94] -> Median: 703.94
• Monotonic Logic: Rejected small rise of 1.4L. Future plummeted back to baseline inside window (1.3d). Clamped to 702.5
• Usage Rate: 6.0 L/d (drain-slow, band 82.4L over 13.9d, 111 pts)
12/02/2026 03:51:47 703.94 702.55 0.0 Valid Immediate GOOD
• Smoothing: Window [703.94, 703.94, 699.76] -> Median: 703.94
• Monotonic Logic: Rejected small rise of 1.4L. Future plummeted back to baseline inside window (1.1d). Clamped to 702.5
• Usage Rate: 0.0 L/d (flat, band 83.8L over 13.9d, 111 pts)
12/02/2026 06:52:03 699.76 699.76 6.1 Valid Immediate GOOD
• Smoothing: Window [703.94, 699.76, 698.25] -> Median: 699.76
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 6.1 L/d (drain-slow, band 83.8L over 13.9d, 111 pts)
12/02/2026 09:52:18 698.25 698.25 6.1 Valid Immediate GOOD
• Smoothing: Window [699.76, 698.25, 698.25] -> Median: 698.25
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 6.1 L/d (drain-slow, band 84.0L over 13.9d, 111 pts)
12/02/2026 12:52:32 698.25 698.25 6.0 Valid Immediate GOOD
• Smoothing: Window [698.25, 698.25, 698.25] -> Median: 698.25
• Stability Filter: No change in volume.
• Usage Rate: 6.0 L/d (drain-slow, band 82.6L over 13.9d, 111 pts)
12/02/2026 15:52:46 698.25 698.25 5.9 Valid Immediate GOOD
• Smoothing: Window [698.25, 698.25, 699.76] -> Median: 698.25
• Stability Filter: No change in volume.
• Usage Rate: 5.9 L/d (drain-slow, band 81.3L over 13.9d, 111 pts)
12/02/2026 18:53:01 699.76 698.25 5.9 Valid Immediate GOOD
• Smoothing: Window [698.25, 699.76, 695.46] -> Median: 698.25
• Stability Filter: No change in volume.
• Usage Rate: 5.9 L/d (drain-slow, band 80.1L over 13.9d, 111 pts)
12/02/2026 21:53:16 695.46 695.46 5.8 Valid Immediate GOOD
• Smoothing: Window [699.76, 695.46, 695.46] -> Median: 695.46
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 5.8 L/d (drain-slow, band 78.8L over 13.9d, 111 pts)
13/02/2026 00:53:31 695.46 695.46 5.6 Valid Immediate GOOD
• Smoothing: Window [695.46, 695.46, 695.46] -> Median: 695.46
• Stability Filter: No change in volume.
• Usage Rate: 5.6 L/d (drain-slow, band 77.5L over 13.9d, 111 pts)
13/02/2026 03:53:46 695.46 695.46 0.0 Valid Immediate GOOD
• Smoothing: Window [695.46, 695.46, 688.25] -> Median: 695.46
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 77.5L over 13.9d, 111 pts)
13/02/2026 06:54:01 688.25 688.25 5.7 Valid Immediate GOOD
• Smoothing: Window [695.46, 688.25, 688.25] -> Median: 688.25
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 5.7 L/d (drain-slow, band 77.5L over 13.9d, 111 pts)
13/02/2026 09:54:15 688.25 688.25 0.0 Valid Immediate GOOD
• Smoothing: Window [688.25, 688.25, 685.35] -> Median: 688.25
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 80.3L over 13.9d, 111 pts)
13/02/2026 12:54:31 685.35 685.35 5.8 Valid Immediate GOOD
• Smoothing: Window [688.25, 685.35, 682.56] -> Median: 685.35
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 5.8 L/d (drain-slow, band 80.3L over 13.9d, 111 pts)
13/02/2026 15:54:45 682.56 682.56 0.0 Valid Immediate GOOD
• Smoothing: Window [685.35, 682.56, 681.16] -> Median: 682.56
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 0.0 L/d (flat, band 81.8L over 13.9d, 111 pts)
13/02/2026 18:55:00 681.16 682.56 0.0 Valid Immediate GOOD
• Smoothing: Window [682.56, 681.16, 682.56] -> Median: 682.56
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 81.8L over 13.9d, 111 pts)
13/02/2026 21:55:15 682.56 681.16 5.8 Valid Immediate GOOD
• Smoothing: Window [681.16, 682.56, 673.96] -> Median: 681.16
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 5.8 L/d (drain-slow, band 79.1L over 13.9d, 111 pts)
14/02/2026 00:55:31 673.96 676.87 5.7 Valid Immediate GOOD
• Smoothing: Window [682.56, 673.96, 676.87] -> Median: 676.87
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 5.7 L/d (drain-slow, band 77.7L over 13.9d, 111 pts)
14/02/2026 03:55:46 676.87 673.96 0.0 Valid Immediate GOOD
• Smoothing: Window [673.96, 676.87, 673.96] -> Median: 673.96
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 0.0 L/d (flat, band 80.5L over 13.9d, 111 pts)
14/02/2026 06:56:01 673.96 673.96 5.7 Valid Immediate GOOD
• Smoothing: Window [676.87, 673.96, 675.35] -> Median: 675.35
• Monotonic Logic: Rejected small rise of 1.4L. Future plummeted back to baseline inside window (0.8d). Clamped to 674.0
• Usage Rate: 5.7 L/d (drain-slow, band 78.0L over 13.9d, 111 pts)
14/02/2026 09:56:15 675.35 673.96 5.6 Valid Immediate GOOD
• Smoothing: Window [673.96, 675.35, 675.35] -> Median: 675.35
• Monotonic Logic: Rejected small rise of 1.4L. Future plummeted back to baseline inside window (0.6d). Clamped to 674.0
• Usage Rate: 5.6 L/d (drain-slow, band 76.6L over 13.9d, 111 pts)
14/02/2026 12:56:30 675.35 673.96 5.8 Valid Immediate GOOD
• Smoothing: Window [675.35, 675.35, 668.27] -> Median: 675.35
• Monotonic Logic: Rejected small rise of 1.4L. Future plummeted back to baseline inside window (0.5d). Clamped to 674.0
• Usage Rate: 5.8 L/d (drain-slow, band 78.1L over 13.9d, 111 pts)
14/02/2026 15:56:45 668.27 668.27 5.9 Valid Immediate GOOD
• Smoothing: Window [675.35, 668.27, 666.76] -> Median: 668.27
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 5.9 L/d (drain-slow, band 81.2L over 13.9d, 111 pts)
14/02/2026 18:57:00 666.76 666.76 5.9 Valid Immediate GOOD
• Smoothing: Window [668.27, 666.76, 663.97] -> Median: 666.76
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 5.9 L/d (drain-slow, band 79.8L over 13.9d, 111 pts)
14/02/2026 21:57:17 663.97 663.97 5.9 Valid Immediate GOOD
• Smoothing: Window [666.76, 663.97, 662.57] -> Median: 663.97
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 5.9 L/d (drain-slow, band 78.8L over 13.9d, 111 pts)
15/02/2026 00:57:32 662.57 662.57 5.8 Valid Immediate GOOD
• Smoothing: Window [663.97, 662.57, 662.57] -> Median: 662.57
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 5.8 L/d (drain-slow, band 80.3L over 13.9d, 111 pts)
15/02/2026 03:57:46 662.57 662.57 5.8 Valid Immediate GOOD
• Smoothing: Window [662.57, 662.57, 665.36] -> Median: 662.57
• Stability Filter: No change in volume.
• Usage Rate: 5.8 L/d (drain-slow, band 80.3L over 13.9d, 111 pts)
15/02/2026 06:58:01 665.36 662.57 5.9 Valid Immediate GOOD
• Smoothing: Window [662.57, 665.36, 661.06] -> Median: 662.57
• Stability Filter: No change in volume.
• Usage Rate: 5.9 L/d (drain-slow, band 79.0L over 13.9d, 111 pts)
15/02/2026 09:58:16 661.06 661.06 6.1 Valid Immediate GOOD
• Smoothing: Window [665.36, 661.06, 658.27] -> Median: 661.06
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 6.1 L/d (drain-slow, band 83.3L over 13.9d, 111 pts)
15/02/2026 12:58:31 658.27 658.27 6.0 Valid Immediate GOOD
• Smoothing: Window [661.06, 658.27, 656.76] -> Median: 658.27
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 6.0 L/d (drain-slow, band 82.2L over 13.9d, 111 pts)
15/02/2026 15:58:45 656.76 658.27 6.0 Valid Immediate GOOD
• Smoothing: Window [658.27, 656.76, 659.67] -> Median: 658.27
• Stability Filter: No change in volume.
• Usage Rate: 6.0 L/d (drain-slow, band 82.2L over 13.9d, 111 pts)
15/02/2026 18:59:01 659.67 658.27 0.0 Valid Immediate GOOD
• Smoothing: Window [656.76, 659.67, 659.67] -> Median: 659.67
• Monotonic Logic: Rejected small rise of 1.4L. Future plummeted back to baseline inside window (1.6d). Clamped to 658.3
• Usage Rate: 0.0 L/d (flat, band 83.5L over 13.9d, 111 pts)
15/02/2026 21:59:15 659.67 658.27 6.2 Valid Immediate GOOD
• Smoothing: Window [659.67, 659.67, 653.97] -> Median: 659.67
• Monotonic Logic: Rejected small rise of 1.4L. Future plummeted back to baseline inside window (1.5d). Clamped to 658.3
• Usage Rate: 6.2 L/d (drain-slow, band 82.3L over 13.9d, 111 pts)
16/02/2026 00:59:30 653.97 658.27 6.3 Valid Immediate GOOD
• Smoothing: Window [659.67, 653.97, 659.67] -> Median: 659.67
• Monotonic Logic: Rejected small rise of 1.4L. Future plummeted back to baseline inside window (1.4d). Clamped to 658.3
• Usage Rate: 6.3 L/d (drain-slow, band 86.7L over 13.9d, 111 pts)
16/02/2026 03:59:45 659.67 658.27 6.3 Valid Immediate GOOD
• Smoothing: Window [653.97, 659.67, 659.67] -> Median: 659.67
• Monotonic Logic: Rejected small rise of 1.4L. Future plummeted back to baseline inside window (1.3d). Clamped to 658.3
• Usage Rate: 6.3 L/d (drain-slow, band 86.8L over 13.9d, 111 pts)
16/02/2026 06:59:59 659.67 658.27 6.3 Valid Immediate GOOD
• Smoothing: Window [659.67, 659.67, 655.37] -> Median: 659.67
• Monotonic Logic: Rejected small rise of 1.4L. Future plummeted back to baseline inside window (1.1d). Clamped to 658.3
• Usage Rate: 6.3 L/d (drain-slow, band 84.2L over 13.9d, 111 pts)
16/02/2026 10:00:14 655.37 655.37 6.2 Valid Immediate GOOD
• Smoothing: Window [659.67, 655.37, 653.97] -> Median: 655.37
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 6.2 L/d (drain-slow, band 85.6L over 13.9d, 111 pts)
16/02/2026 13:00:28 653.97 655.37 6.2 Valid Immediate GOOD
• Smoothing: Window [655.37, 653.97, 653.97] -> Median: 653.97
• Stability Filter: Clamped minor wobble drop of 1.4L back to stable level. Future rebound returned near baseline in 0.6d after a short wobble.
• Usage Rate: 6.2 L/d (drain-slow, band 85.8L over 13.9d, 111 pts)
16/02/2026 16:00:45 653.97 655.37 6.2 Valid Immediate GOOD
• Smoothing: Window [653.97, 653.97, 651.07] -> Median: 653.97
• Stability Filter: Clamped minor wobble drop of 1.4L back to stable level. Future rebound returned near baseline in 0.5d after a short wobble.
• Usage Rate: 6.2 L/d (drain-slow, band 84.5L over 13.9d, 111 pts)
16/02/2026 19:00:59 651.07 655.37 6.1 Valid Immediate GOOD
• Smoothing: Window [653.97, 651.07, 652.46] -> Median: 652.46
• Stability Filter: Clamped minor wobble drop of 2.9L back to stable level. Future rebound returned near baseline in 0.4d after a short wobble.
• Usage Rate: 6.1 L/d (drain-slow, band 83.3L over 13.9d, 111 pts)
16/02/2026 22:01:14 652.46 655.37 6.0 Valid Immediate GOOD
• Smoothing: Window [651.07, 652.46, 652.46] -> Median: 652.46
• Stability Filter: Clamped minor wobble drop of 2.9L back to stable level. Future rebound returned near baseline in 0.3d after a short wobble.
• Usage Rate: 6.0 L/d (drain-slow, band 83.3L over 13.9d, 111 pts)
17/02/2026 01:01:29 652.46 655.37 6.0 Valid Immediate GOOD
• Smoothing: Window [652.46, 652.46, 655.37] -> Median: 652.46
• Stability Filter: Clamped minor wobble drop of 2.9L back to stable level. Future rebound returned near baseline in 0.1d after a short wobble.
• Usage Rate: 6.0 L/d (drain-slow, band 82.0L over 13.9d, 111 pts)
17/02/2026 04:01:44 655.37 655.37 0.0 Valid Immediate GOOD
• Smoothing: Window [652.46, 655.37, 655.37] -> Median: 655.37
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 82.0L over 13.9d, 111 pts)
17/02/2026 07:01:59 655.37 655.37 6.0 Valid Immediate GOOD
• Smoothing: Window [655.37, 655.37, 643.98] -> Median: 655.37
• Stability Filter: No change in volume.
• Usage Rate: 6.0 L/d (drain-slow, band 82.0L over 13.9d, 111 pts)
17/02/2026 10:02:14 643.98 645.37 6.0 Valid Immediate GOOD
• Smoothing: Window [655.37, 643.98, 645.37] -> Median: 645.37
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 6.0 L/d (drain-slow, band 82.2L over 13.9d, 111 pts)
17/02/2026 13:02:29 645.37 643.98 6.0 Valid Immediate GOOD
• Smoothing: Window [643.98, 645.37, 641.08] -> Median: 643.98
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 6.0 L/d (drain-slow, band 82.3L over 13.9d, 111 pts)
17/02/2026 16:02:45 641.08 641.08 0.0 Valid Immediate GOOD
• Smoothing: Window [645.37, 641.08, 641.08] -> Median: 641.08
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 0.0 L/d (flat, band 83.7L over 13.9d, 111 pts)
17/02/2026 19:02:59 641.08 641.08 6.0 Valid Immediate GOOD
• Smoothing: Window [641.08, 641.08, 635.38] -> Median: 641.08
• Stability Filter: No change in volume.
• Usage Rate: 6.0 L/d (drain-slow, band 82.4L over 13.8d, 111 pts)
17/02/2026 22:03:14 635.38 641.08 6.0 Valid Immediate GOOD
• Smoothing: Window [641.08, 635.38, 643.98] -> Median: 641.08
• Stability Filter: No change in volume.
• Usage Rate: 6.0 L/d (drain-slow, band 82.4L over 13.9d, 112 pts)
18/02/2026 01:03:29 643.98 639.68 6.0 Valid Immediate GOOD
• Smoothing: Window [635.38, 643.98, 639.68] -> Median: 639.68
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 6.0 L/d (drain-slow, band 83.5L over 13.9d, 112 pts)
18/02/2026 04:03:44 639.68 639.68 6.0 Valid Immediate GOOD
• Smoothing: Window [643.98, 639.68, 636.78] -> Median: 639.68
• Stability Filter: No change in volume.
• Usage Rate: 6.0 L/d (drain-slow, band 82.4L over 13.9d, 112 pts)
18/02/2026 07:03:58 636.78 638.17 5.9 Valid Immediate GOOD
• Smoothing: Window [639.68, 636.78, 638.17] -> Median: 638.17
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 5.9 L/d (drain-slow, band 80.9L over 13.9d, 112 pts)
18/02/2026 10:04:14 638.17 638.17 5.9 Valid Immediate GOOD
• Smoothing: Window [636.78, 638.17, 633.87] -> Median: 636.78
• Stability Filter: Median artifact detected. Rescued Raw Value (638.2L).
• Usage Rate: 5.9 L/d (drain-slow, band 79.9L over 13.9d, 112 pts)
18/02/2026 13:04:29 633.87 638.17 5.8 Valid Immediate GOOD
• Smoothing: Window [638.17, 633.87, 639.68] -> Median: 638.17
• Stability Filter: No change in volume.
• Usage Rate: 5.8 L/d (drain-slow, band 80.1L over 13.9d, 112 pts)
18/02/2026 16:04:44 639.68 633.87 6.1 Valid Immediate GOOD
• Smoothing: Window [633.87, 639.68, 632.48] -> Median: 633.87
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 6.1 L/d (drain-slow, band 80.9L over 13.9d, 112 pts)
18/02/2026 19:04:58 632.48 633.87 6.2 Valid Immediate GOOD
• Smoothing: Window [639.68, 632.48, 631.08] -> Median: 632.48
• Stability Filter: Clamped minor wobble drop of 1.4L back to stable level. Future rebound returned near baseline in 0.3d after a short wobble.
• Usage Rate: 6.2 L/d (drain-slow, band 82.6L over 13.9d, 112 pts)
18/02/2026 22:05:12 631.08 633.87 6.1 Valid Immediate GOOD
• Smoothing: Window [632.48, 631.08, 633.87] -> Median: 632.48
• Stability Filter: Clamped minor wobble drop of 1.4L back to stable level. Future rebound returned near baseline in 0.1d after a short wobble.
• Usage Rate: 6.1 L/d (drain-slow, band 84.5L over 13.9d, 112 pts)
19/02/2026 01:05:28 633.87 633.87 6.2 Valid Immediate GOOD
• Smoothing: Window [631.08, 633.87, 633.87] -> Median: 633.87
• Stability Filter: No change in volume.
• Usage Rate: 6.2 L/d (drain-slow, band 84.6L over 13.9d, 112 pts)
19/02/2026 04:05:44 633.87 633.87 6.3 Valid Immediate GOOD
• Smoothing: Window [633.87, 633.87, 633.87] -> Median: 633.87
• Stability Filter: No change in volume.
• Usage Rate: 6.3 L/d (drain-slow, band 87.2L over 13.9d, 112 pts)
19/02/2026 07:05:59 633.87 633.87 6.3 Valid Immediate GOOD
• Smoothing: Window [633.87, 633.87, 631.08] -> Median: 633.87
• Stability Filter: No change in volume.
• Usage Rate: 6.3 L/d (drain-slow, band 87.4L over 13.9d, 112 pts)
19/02/2026 10:06:14 631.08 631.08 6.3 Valid Immediate GOOD
• Smoothing: Window [633.87, 631.08, 629.69] -> Median: 631.08
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 6.3 L/d (drain-slow, band 87.4L over 13.9d, 112 pts)
19/02/2026 13:06:28 629.69 629.69 6.4 Valid Immediate GOOD
• Smoothing: Window [631.08, 629.69, 625.39] -> Median: 629.69
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 6.4 L/d (drain-slow, band 87.4L over 13.9d, 112 pts)
19/02/2026 16:06:42 625.39 629.69 6.4 Valid Immediate GOOD
• Smoothing: Window [629.69, 625.39, 631.08] -> Median: 629.69
• Stability Filter: No change in volume.
• Usage Rate: 6.4 L/d (drain-slow, band 87.4L over 13.9d, 112 pts)
19/02/2026 19:06:58 631.08 626.78 6.4 Valid Immediate GOOD
• Smoothing: Window [625.39, 631.08, 626.78] -> Median: 626.78
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 6.4 L/d (drain-slow, band 87.6L over 13.9d, 112 pts)
19/02/2026 22:07:12 626.78 626.78 6.5 Valid Immediate GOOD
• Smoothing: Window [631.08, 626.78, 621.09] -> Median: 626.78
• Stability Filter: No change in volume.
• Usage Rate: 6.5 L/d (drain-slow, band 89.0L over 13.9d, 112 pts)
20/02/2026 01:07:28 621.09 625.39 6.5 Valid Immediate GOOD
• Smoothing: Window [626.78, 621.09, 625.39] -> Median: 625.39
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 6.5 L/d (drain-slow, band 90.5L over 13.9d, 112 pts)
20/02/2026 07:07:58 625.39 623.88 6.5 Valid Immediate GOOD
• Smoothing: Window [621.09, 625.39, 623.88] -> Median: 623.88
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 6.5 L/d (drain-slow, band 89.4L over 13.9d, 111 pts)
20/02/2026 10:08:14 623.88 623.88 0.0 Valid Immediate GOOD
• Smoothing: Window [625.39, 623.88, 623.88] -> Median: 623.88
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 89.4L over 13.9d, 111 pts)
20/02/2026 13:08:29 623.88 623.88 6.5 Valid Immediate GOOD
• Smoothing: Window [623.88, 623.88, 618.18] -> Median: 623.88
• Stability Filter: No change in volume.
• Usage Rate: 6.5 L/d (drain-slow, band 89.4L over 13.9d, 111 pts)
20/02/2026 16:08:44 618.18 623.88 6.6 Valid Immediate GOOD
• Smoothing: Window [623.88, 618.18, 623.88] -> Median: 623.88
• Stability Filter: No change in volume.
• Usage Rate: 6.6 L/d (drain-slow, band 90.8L over 13.9d, 111 pts)
20/02/2026 19:08:59 623.88 621.09 6.5 Valid Immediate GOOD
• Smoothing: Window [618.18, 623.88, 621.09] -> Median: 621.09
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 6.5 L/d (drain-slow, band 89.5L over 13.9d, 111 pts)
20/02/2026 22:09:13 621.09 621.09 0.0 Valid Immediate GOOD
• Smoothing: Window [623.88, 621.09, 621.09] -> Median: 621.09
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 89.5L over 13.9d, 111 pts)
21/02/2026 01:09:29 621.09 621.09 6.4 Valid Immediate GOOD
• Smoothing: Window [621.09, 621.09, 618.18] -> Median: 621.09
• Stability Filter: No change in volume.
• Usage Rate: 6.4 L/d (drain-slow, band 88.2L over 13.9d, 111 pts)
21/02/2026 07:09:58 618.18 621.09 6.6 Valid Immediate GOOD
• Smoothing: Window [621.09, 618.18, 622.48] -> Median: 621.09
• Stability Filter: No change in volume.
• Usage Rate: 6.6 L/d (drain-slow, band 89.9L over 13.9d, 110 pts)
21/02/2026 10:10:13 622.48 622.48 6.7 Valid Immediate GOOD
• Smoothing: Window [618.18, 622.48, 619.58] -> Median: 619.58
• Stability Filter: Median artifact detected. Rescued Raw Value (622.5L).
• Usage Rate: 6.7 L/d (drain-slow, band 92.6L over 13.9d, 110 pts)
21/02/2026 13:10:28 619.58 621.09 0.0 Valid Immediate GOOD
• Smoothing: Window [622.48, 619.58, 621.09] -> Median: 621.09
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 0.0 L/d (flat, band 93.9L over 13.9d, 110 pts)
21/02/2026 16:10:44 621.09 619.58 6.8 Valid Immediate GOOD
• Smoothing: Window [619.58, 621.09, 618.18] -> Median: 619.58
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 6.8 L/d (drain-slow, band 92.9L over 13.9d, 110 pts)
21/02/2026 19:10:59 618.18 619.58 6.7 Valid Immediate GOOD
• Smoothing: Window [621.09, 618.18, 619.58] -> Median: 619.58
• Stability Filter: No change in volume.
• Usage Rate: 6.7 L/d (drain-slow, band 92.9L over 13.9d, 110 pts)
21/02/2026 22:11:15 619.58 618.18 6.6 Valid Immediate GOOD
• Smoothing: Window [618.18, 619.58, 616.79] -> Median: 618.18
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 6.6 L/d (drain-slow, band 90.4L over 13.9d, 110 pts)
22/02/2026 01:11:30 616.79 618.18 6.5 Valid Immediate GOOD
• Smoothing: Window [619.58, 616.79, 618.18] -> Median: 618.18
• Stability Filter: No change in volume.
• Usage Rate: 6.5 L/d (drain-slow, band 90.3L over 13.9d, 110 pts)
22/02/2026 07:11:59 618.18 616.79 6.6 Valid Immediate GOOD
• Smoothing: Window [616.79, 618.18, 611.10] -> Median: 616.79
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 6.6 L/d (drain-slow, band 91.8L over 13.9d, 109 pts)
22/02/2026 10:12:13 611.10 611.10 6.6 Valid Immediate GOOD
• Smoothing: Window [618.18, 611.10, 611.10] -> Median: 611.10
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 6.6 L/d (drain-slow, band 91.8L over 13.9d, 109 pts)
22/02/2026 13:12:28 611.10 611.10 6.5 Valid Immediate GOOD
• Smoothing: Window [611.10, 611.10, 612.49] -> Median: 611.10
• Stability Filter: No change in volume.
• Usage Rate: 6.5 L/d (drain-slow, band 90.3L over 13.9d, 109 pts)
22/02/2026 16:12:57 612.49 611.10 0.0 Valid Immediate GOOD
• Smoothing: Window [611.10, 612.49, 612.49] -> Median: 612.49
• Monotonic Logic: Rejected small rise of 1.4L. Future plummeted back to baseline inside window (1.4d). Clamped to 611.1
• Usage Rate: 0.0 L/d (flat, band 90.1L over 13.9d, 109 pts)
22/02/2026 19:13:14 612.49 611.10 6.5 Valid Immediate GOOD
• Smoothing: Window [612.49, 612.49, 608.19] -> Median: 612.49
• Monotonic Logic: Rejected small rise of 1.4L. Future plummeted back to baseline inside window (1.3d). Clamped to 611.1
• Usage Rate: 6.5 L/d (drain-slow, band 90.4L over 13.9d, 109 pts)
22/02/2026 22:13:28 608.19 611.10 6.5 Valid Immediate GOOD
• Smoothing: Window [612.49, 608.19, 611.10] -> Median: 611.10
• Stability Filter: No change in volume.
• Usage Rate: 6.5 L/d (drain-slow, band 90.5L over 13.9d, 109 pts)
23/02/2026 01:13:43 611.10 611.10 6.5 Valid Immediate GOOD
• Smoothing: Window [608.19, 611.10, 611.10] -> Median: 611.10
• Stability Filter: No change in volume.
• Usage Rate: 6.5 L/d (drain-slow, band 89.2L over 13.9d, 109 pts)
23/02/2026 07:14:12 611.10 611.10 6.3 Valid Immediate GOOD
• Smoothing: Window [611.10, 611.10, 605.29] -> Median: 611.10
• Stability Filter: No change in volume.
• Usage Rate: 6.3 L/d (drain-slow, band 87.7L over 13.9d, 108 pts)
23/02/2026 10:14:27 605.29 608.19 0.0 Valid Immediate GOOD
• Smoothing: Window [611.10, 605.29, 608.19] -> Median: 608.19
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 0.0 L/d (flat, band 87.3L over 13.9d, 108 pts)
23/02/2026 13:14:42 608.19 605.29 6.2 Valid Immediate GOOD
• Smoothing: Window [605.29, 608.19, 602.50] -> Median: 605.29
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 6.2 L/d (drain-slow, band 86.2L over 13.9d, 108 pts)
23/02/2026 16:14:57 602.50 603.89 6.2 Valid Immediate GOOD
• Smoothing: Window [608.19, 602.50, 603.89] -> Median: 603.89
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 6.2 L/d (drain-slow, band 86.2L over 13.9d, 108 pts)
23/02/2026 19:15:12 603.89 602.50 6.4 Valid Immediate GOOD
• Smoothing: Window [602.50, 603.89, 600.99] -> Median: 602.50
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 6.4 L/d (drain-slow, band 88.4L over 13.9d, 108 pts)
23/02/2026 22:15:27 600.99 600.99 0.0 Valid Immediate GOOD
• Smoothing: Window [603.89, 600.99, 596.69] -> Median: 600.99
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 0.0 L/d (flat, band 91.4L over 13.9d, 108 pts)
24/02/2026 01:15:43 596.69 599.59 6.6 Valid Immediate GOOD
• Smoothing: Window [600.99, 596.69, 599.59] -> Median: 599.59
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 6.6 L/d (drain-slow, band 90.9L over 13.9d, 108 pts)
24/02/2026 04:15:57 599.59 599.59 0.0 Valid Immediate GOOD
• Smoothing: Window [596.69, 599.59, 599.59] -> Median: 599.59
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 91.4L over 13.9d, 108 pts)
24/02/2026 07:16:12 599.59 599.59 0.0 Valid Immediate GOOD
• Smoothing: Window [599.59, 599.59, 593.90] -> Median: 599.59
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 91.4L over 13.9d, 108 pts)
24/02/2026 10:16:26 593.90 593.90 0.0 Valid Immediate GOOD
• Smoothing: Window [599.59, 593.90, 592.50] -> Median: 593.90
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 0.0 L/d (flat, band 91.4L over 13.9d, 108 pts)
24/02/2026 13:16:41 592.50 593.90 6.6 Valid Immediate GOOD
• Smoothing: Window [593.90, 592.50, 596.69] -> Median: 593.90
• Stability Filter: No change in volume.
• Usage Rate: 6.6 L/d (drain-slow, band 90.4L over 13.9d, 108 pts)
24/02/2026 16:16:56 596.69 593.90 0.0 Valid Immediate GOOD
• Smoothing: Window [592.50, 596.69, 593.90] -> Median: 593.90
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 91.6L over 13.9d, 108 pts)
24/02/2026 19:17:10 593.90 593.90 6.6 Valid Immediate GOOD
• Smoothing: Window [596.69, 593.90, 593.90] -> Median: 593.90
• Stability Filter: No change in volume.
• Usage Rate: 6.6 L/d (drain-slow, band 91.4L over 13.9d, 108 pts)
24/02/2026 22:17:25 593.90 593.90 6.7 Valid Immediate GOOD
• Smoothing: Window [593.90, 593.90, 596.69] -> Median: 593.90
• Stability Filter: No change in volume.
• Usage Rate: 6.7 L/d (drain-slow, band 93.4L over 13.9d, 108 pts)
25/02/2026 01:17:40 596.69 593.90 6.8 Valid Immediate GOOD
• Smoothing: Window [593.90, 596.69, 592.50] -> Median: 593.90
• Stability Filter: No change in volume.
• Usage Rate: 6.8 L/d (drain-slow, band 94.8L over 13.9d, 108 pts)
25/02/2026 07:18:09 592.50 592.50 7.0 Valid Immediate GOOD
• Smoothing: Window [596.69, 592.50, 592.50] -> Median: 592.50
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 7.0 L/d (drain-slow, band 94.7L over 13.9d, 107 pts)
25/02/2026 10:18:25 592.50 592.50 6.9 Valid Immediate GOOD
• Smoothing: Window [592.50, 592.50, 586.69] -> Median: 592.50
• Stability Filter: No change in volume.
• Usage Rate: 6.9 L/d (drain-slow, band 95.0L over 13.9d, 107 pts)
25/02/2026 13:18:39 586.69 588.20 0.0 Valid Immediate GOOD
• Smoothing: Window [592.50, 586.69, 588.20] -> Median: 588.20
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 0.0 L/d (flat, band 95.9L over 13.9d, 107 pts)
25/02/2026 16:18:54 588.20 586.69 7.1 Valid Immediate GOOD
• Smoothing: Window [586.69, 588.20, 586.69] -> Median: 586.69
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 7.1 L/d (drain-slow, band 97.0L over 13.9d, 107 pts)
25/02/2026 19:19:08 586.69 586.69 7.1 Valid Immediate GOOD
• Smoothing: Window [588.20, 586.69, 585.30] -> Median: 586.69
• Stability Filter: No change in volume.
• Usage Rate: 7.1 L/d (drain-slow, band 94.4L over 13.9d, 107 pts)
25/02/2026 22:19:24 585.30 585.30 0.0 Valid Immediate GOOD
• Smoothing: Window [586.69, 585.30, 583.91] -> Median: 585.30
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 0.0 L/d (flat, band 91.6L over 13.9d, 107 pts)
26/02/2026 07:20:12 583.91 583.91 6.4 Valid Immediate GOOD
• Smoothing: Window [585.30, 583.91, 583.91] -> Median: 583.91
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 6.4 L/d (drain-slow, band 87.5L over 13.9d, 105 pts)
26/02/2026 07:20:14 583.91 583.91 0.0 Valid Immediate GOOD
• Smoothing: Window [583.91, 583.91, 582.39] -> Median: 583.91
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 88.7L over 13.9d, 106 pts)
26/02/2026 10:20:28 582.39 582.39 6.4 Valid Immediate GOOD
• Smoothing: Window [583.91, 582.39, 581.00] -> Median: 582.39
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 6.4 L/d (drain-slow, band 88.0L over 13.9d, 106 pts)
26/02/2026 13:20:44 581.00 581.00 6.4 Valid Immediate GOOD
• Smoothing: Window [582.39, 581.00, 576.70] -> Median: 581.00
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 6.4 L/d (drain-slow, band 85.8L over 13.9d, 106 pts)
26/02/2026 16:20:58 576.70 576.70 6.1 Valid Immediate GOOD
• Smoothing: Window [581.00, 576.70, 576.70] -> Median: 576.70
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 6.1 L/d (drain-slow, band 83.6L over 13.9d, 106 pts)
26/02/2026 19:21:13 576.70 576.70 0.0 Valid Immediate GOOD
• Smoothing: Window [576.70, 576.70, 578.10] -> Median: 576.70
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 82.9L over 13.9d, 106 pts)
26/02/2026 22:21:28 578.10 576.70 6.3 Valid Immediate GOOD
• Smoothing: Window [576.70, 578.10, 572.40] -> Median: 576.70
• Stability Filter: No change in volume.
• Usage Rate: 6.3 L/d (drain-slow, band 84.3L over 13.9d, 106 pts)
27/02/2026 01:21:42 572.40 576.70 6.3 Valid Immediate GOOD
• Smoothing: Window [578.10, 572.40, 576.70] -> Median: 576.70
• Stability Filter: No change in volume.
• Usage Rate: 6.3 L/d (drain-slow, band 86.5L over 13.9d, 106 pts)
27/02/2026 07:22:13 576.70 576.70 5.9 Valid Immediate GOOD
• Smoothing: Window [572.40, 576.70, 571.01] -> Median: 572.40
• Stability Filter: Median artifact detected. Rescued Raw Value (576.7L).
• Usage Rate: 5.9 L/d (drain-slow, band 81.0L over 13.9d, 105 pts)
27/02/2026 10:22:28 571.01 576.70 5.9 Valid Immediate GOOD
• Smoothing: Window [576.70, 571.01, 576.70] -> Median: 576.70
• Stability Filter: No change in volume.
• Usage Rate: 5.9 L/d (drain-slow, band 80.3L over 13.9d, 105 pts)
27/02/2026 13:22:42 576.70 572.40 5.9 Valid Immediate GOOD
• Smoothing: Window [571.01, 576.70, 572.40] -> Median: 572.40
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 5.9 L/d (drain-slow, band 80.3L over 13.9d, 105 pts)
27/02/2026 19:23:12 572.40 572.40 0.0 Valid Immediate GOOD
• Smoothing: Window [576.70, 572.40, 569.50] -> Median: 572.40
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 78.7L over 13.9d, 104 pts)
27/02/2026 22:23:26 569.50 569.50 5.8 Valid Immediate GOOD
• Smoothing: Window [572.40, 569.50, 569.50] -> Median: 569.50
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 5.8 L/d (drain-slow, band 79.3L over 13.9d, 104 pts)
28/02/2026 01:23:42 569.50 569.50 5.8 Valid Immediate GOOD
• Smoothing: Window [569.50, 569.50, 569.50] -> Median: 569.50
• Stability Filter: No change in volume.
• Usage Rate: 5.8 L/d (drain-slow, band 79.2L over 13.9d, 104 pts)
28/02/2026 07:24:11 569.50 569.50 5.9 Valid Immediate GOOD
• Smoothing: Window [569.50, 569.50, 566.59] -> Median: 569.50
• Stability Filter: No change in volume.
• Usage Rate: 5.9 L/d (drain-slow, band 81.0L over 13.9d, 103 pts)
28/02/2026 10:24:26 566.59 567.99 6.0 Valid Immediate GOOD
• Smoothing: Window [569.50, 566.59, 567.99] -> Median: 567.99
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 6.0 L/d (drain-slow, band 82.7L over 13.9d, 103 pts)
28/02/2026 13:24:41 567.99 566.59 6.0 Valid Immediate GOOD
• Smoothing: Window [566.59, 567.99, 563.57] -> Median: 566.59
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 6.0 L/d (drain-slow, band 82.7L over 13.9d, 103 pts)
28/02/2026 16:24:55 563.57 565.08 5.9 Valid Immediate GOOD
• Smoothing: Window [567.99, 563.57, 565.08] -> Median: 565.08
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 5.9 L/d (drain-slow, band 81.3L over 13.9d, 103 pts)
28/02/2026 19:25:10 565.08 563.57 5.8 Valid Immediate GOOD
• Smoothing: Window [563.57, 565.08, 560.67] -> Median: 563.57
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 5.8 L/d (drain-slow, band 79.8L over 13.9d, 103 pts)
28/02/2026 22:25:25 560.67 563.57 6.0 Valid Immediate GOOD
• Smoothing: Window [565.08, 560.67, 563.57] -> Median: 563.57
• Stability Filter: No change in volume.
• Usage Rate: 6.0 L/d (drain-slow, band 82.1L over 13.9d, 103 pts)
01/03/2026 01:25:41 563.57 560.67 0.0 Valid Immediate GOOD
• Smoothing: Window [560.67, 563.57, 559.15] -> Median: 560.67
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 0.0 L/d (flat, band 83.0L over 13.9d, 103 pts)
01/03/2026 04:26:13 559.15 560.67 6.1 Valid Immediate GOOD
• Smoothing: Window [563.57, 559.15, 560.67] -> Median: 560.67
• Stability Filter: No change in volume.
• Usage Rate: 6.1 L/d (drain-slow, band 83.8L over 13.9d, 103 pts)
01/03/2026 07:26:28 560.67 559.15 6.1 Valid Immediate GOOD
• Smoothing: Window [559.15, 560.67, 556.25] -> Median: 559.15
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 6.1 L/d (drain-slow, band 84.2L over 13.9d, 103 pts)
01/03/2026 10:26:43 556.25 556.25 0.0 Valid Immediate GOOD
• Smoothing: Window [560.67, 556.25, 550.32] -> Median: 556.25
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 0.0 L/d (flat, band 84.5L over 13.9d, 103 pts)
01/03/2026 13:27:00 550.32 554.74 6.1 Valid Immediate GOOD
• Smoothing: Window [556.25, 550.32, 554.74] -> Median: 554.74
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 6.1 L/d (drain-slow, band 84.2L over 13.9d, 103 pts)
01/03/2026 16:27:15 554.74 554.74 6.1 Valid Immediate GOOD
• Smoothing: Window [550.32, 554.74, 557.64] -> Median: 554.74
• Stability Filter: No change in volume.
• Usage Rate: 6.1 L/d (drain-slow, band 84.2L over 13.9d, 103 pts)
01/03/2026 19:27:30 557.64 554.74 6.2 Valid Immediate GOOD
• Smoothing: Window [554.74, 557.64, 548.81] -> Median: 554.74
• Stability Filter: No change in volume.
• Usage Rate: 6.2 L/d (drain-slow, band 85.3L over 13.9d, 103 pts)
01/03/2026 22:27:45 548.81 554.74 6.2 Valid Immediate FAIR
• Smoothing: Window [557.64, 548.81, 550.32] -> Median: 550.32
• Stability Filter: Clamped minor wobble drop of 4.4L back to stable level. Future rebound returned near baseline in 0.3d after a short wobble.
• Usage Rate: 6.2 L/d (drain-slow, band 84.5L over 13.9d, 103 pts)
02/03/2026 01:28:00 550.32 554.74 5.9 Valid Immediate GOOD
• Smoothing: Window [548.81, 550.32, 554.74] -> Median: 550.32
• Stability Filter: Clamped minor wobble drop of 4.4L back to stable level. Future rebound returned near baseline in 0.1d after a short wobble.
• Usage Rate: 5.9 L/d (drain-slow, band 81.2L over 13.9d, 103 pts)
02/03/2026 04:28:16 554.74 554.74 0.0 Valid Immediate GOOD
• Smoothing: Window [550.32, 554.74, 556.25] -> Median: 554.74
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 80.4L over 13.9d, 103 pts)
02/03/2026 07:28:32 556.25 554.74 6.0 Valid Immediate GOOD
• Smoothing: Window [554.74, 556.25, 550.32] -> Median: 554.74
• Stability Filter: No change in volume.
• Usage Rate: 6.0 L/d (drain-slow, band 82.2L over 13.9d, 103 pts)
02/03/2026 10:28:46 550.32 553.23 0.0 Valid Immediate GOOD
• Smoothing: Window [556.25, 550.32, 553.23] -> Median: 553.23
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 0.0 L/d (flat, band 80.4L over 13.9d, 103 pts)
02/03/2026 13:29:01 553.23 550.32 5.9 Valid Immediate GOOD
• Smoothing: Window [550.32, 553.23, 545.79] -> Median: 550.32
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 5.9 L/d (drain-slow, band 81.3L over 13.9d, 103 pts)
02/03/2026 16:29:16 545.79 550.32 5.9 Valid Immediate GOOD
• Smoothing: Window [553.23, 545.79, 550.32] -> Median: 550.32
• Stability Filter: No change in volume.
• Usage Rate: 5.9 L/d (drain-slow, band 81.7L over 13.9d, 103 pts)
02/03/2026 19:29:31 550.32 550.32 6.0 Valid Immediate GOOD
• Smoothing: Window [545.79, 550.32, 553.23] -> Median: 550.32
• Stability Filter: No change in volume.
• Usage Rate: 6.0 L/d (drain-slow, band 82.9L over 13.9d, 103 pts)
02/03/2026 22:29:46 553.23 550.32 5.9 Valid Immediate GOOD
• Smoothing: Window [550.32, 553.23, 547.30] -> Median: 550.32
• Stability Filter: No change in volume.
• Usage Rate: 5.9 L/d (drain-slow, band 81.6L over 13.9d, 103 pts)
03/03/2026 01:30:00 547.30 548.81 5.9 Valid Immediate GOOD
• Smoothing: Window [553.23, 547.30, 548.81] -> Median: 548.81
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 5.9 L/d (drain-slow, band 81.5L over 13.9d, 103 pts)
03/03/2026 04:30:15 548.81 547.30 5.8 Valid Immediate GOOD
• Smoothing: Window [547.30, 548.81, 544.40] -> Median: 547.30
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 5.8 L/d (drain-slow, band 80.3L over 13.9d, 103 pts)
03/03/2026 07:30:30 544.40 544.40 5.8 Valid Immediate GOOD
• Smoothing: Window [548.81, 544.40, 544.40] -> Median: 544.40
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 5.8 L/d (drain-slow, band 80.3L over 13.9d, 103 pts)
03/03/2026 10:30:59 544.40 544.40 0.0 Valid Immediate GOOD
• Smoothing: Window [544.40, 544.40, 544.40] -> Median: 544.40
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 80.6L over 13.9d, 103 pts)
03/03/2026 13:31:15 544.40 544.40 6.0 Valid Immediate GOOD
• Smoothing: Window [544.40, 544.40, 545.79] -> Median: 544.40
• Stability Filter: No change in volume.
• Usage Rate: 6.0 L/d (drain-slow, band 83.0L over 13.9d, 103 pts)
03/03/2026 16:31:29 545.79 544.40 6.0 Valid Immediate GOOD
• Smoothing: Window [544.40, 545.79, 542.89] -> Median: 544.40
• Stability Filter: No change in volume.
• Usage Rate: 6.0 L/d (drain-slow, band 83.3L over 13.9d, 103 pts)
03/03/2026 19:31:43 542.89 544.40 5.9 Valid Immediate GOOD
• Smoothing: Window [545.79, 542.89, 541.38] -> Median: 542.89
• Stability Filter: Clamped minor wobble drop of 1.5L back to stable level. Future rebound returned near baseline in 0.4d after a short wobble.
• Usage Rate: 5.9 L/d (drain-slow, band 81.9L over 13.9d, 103 pts)
03/03/2026 22:32:01 541.38 544.40 0.0 Valid Immediate GOOD
• Smoothing: Window [542.89, 541.38, 544.40] -> Median: 542.89
• Stability Filter: Clamped minor wobble drop of 1.5L back to stable level. Future rebound returned near baseline in 0.3d after a short wobble.
• Usage Rate: 0.0 L/d (flat, band 80.8L over 13.9d, 103 pts)
04/03/2026 01:32:18 544.40 544.40 5.9 Valid Immediate GOOD
• Smoothing: Window [541.38, 544.40, 539.87] -> Median: 541.38
• Stability Filter: Median artifact detected. Rescued Raw Value (544.4L).
• Usage Rate: 5.9 L/d (drain-slow, band 82.0L over 13.9d, 103 pts)
04/03/2026 04:32:33 539.87 544.40 5.9 Valid Immediate GOOD
• Smoothing: Window [544.40, 539.87, 544.40] -> Median: 544.40
• Stability Filter: No change in volume.
• Usage Rate: 5.9 L/d (drain-slow, band 82.0L over 13.9d, 103 pts)
04/03/2026 07:32:47 544.40 539.87 5.9 Valid Immediate GOOD
• Smoothing: Window [539.87, 544.40, 538.47] -> Median: 539.87
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 5.9 L/d (drain-slow, band 81.5L over 13.9d, 103 pts)
04/03/2026 10:33:02 538.47 539.87 5.8 Valid Immediate GOOD
• Smoothing: Window [544.40, 538.47, 539.87] -> Median: 539.87
• Stability Filter: No change in volume.
• Usage Rate: 5.8 L/d (drain-slow, band 80.4L over 13.9d, 103 pts)
04/03/2026 13:33:18 539.87 539.87 0.0 Valid Immediate GOOD
• Smoothing: Window [538.47, 539.87, 541.38] -> Median: 539.87
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 79.6L over 13.9d, 103 pts)
04/03/2026 16:33:33 541.38 539.87 5.8 Valid Immediate GOOD
• Smoothing: Window [539.87, 541.38, 541.38] -> Median: 541.38
• Monotonic Logic: Rejected small rise of 1.5L. Future plummeted back to baseline inside window (1.8d). Clamped to 539.9
• Usage Rate: 5.8 L/d (drain-slow, band 80.4L over 13.9d, 103 pts)
04/03/2026 19:33:51 541.38 539.87 0.0 Valid Immediate GOOD
• Smoothing: Window [541.38, 541.38, 539.87] -> Median: 541.38
• Monotonic Logic: Rejected small rise of 1.5L. Future plummeted back to baseline inside window (1.6d). Clamped to 539.9
• Usage Rate: 0.0 L/d (flat, band 79.5L over 13.9d, 103 pts)
04/03/2026 22:34:21 539.87 539.87 0.0 Valid Immediate GOOD
• Smoothing: Window [541.38, 539.87, 539.87] -> Median: 539.87
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 79.5L over 13.9d, 103 pts)
05/03/2026 01:34:51 539.87 539.87 5.7 Valid Immediate GOOD
• Smoothing: Window [539.87, 539.87, 539.87] -> Median: 539.87
• Stability Filter: No change in volume.
• Usage Rate: 5.7 L/d (drain-slow, band 79.2L over 13.9d, 103 pts)
05/03/2026 04:35:05 539.87 539.87 5.6 Valid Immediate GOOD
• Smoothing: Window [539.87, 539.87, 531.03] -> Median: 539.87
• Stability Filter: No change in volume.
• Usage Rate: 5.6 L/d (drain-slow, band 77.8L over 13.9d, 103 pts)
05/03/2026 07:35:22 531.03 536.96 5.6 Valid Immediate FAIR
• Smoothing: Window [539.87, 531.03, 536.96] -> Median: 536.96
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 5.6 L/d (drain-slow, band 77.9L over 13.9d, 103 pts)
05/03/2026 10:35:36 536.96 535.45 5.7 Valid Immediate GOOD
• Smoothing: Window [531.03, 536.96, 535.45] -> Median: 535.45
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 5.7 L/d (drain-slow, band 79.4L over 13.9d, 103 pts)
05/03/2026 13:35:51 535.45 535.45 0.0 Valid Immediate GOOD
• Smoothing: Window [536.96, 535.45, 532.54] -> Median: 535.45
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 79.7L over 13.9d, 103 pts)
05/03/2026 16:36:06 532.54 532.54 5.7 Valid Immediate GOOD
• Smoothing: Window [535.45, 532.54, 532.54] -> Median: 532.54
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 5.7 L/d (drain-slow, band 79.4L over 13.9d, 103 pts)
05/03/2026 19:36:21 532.54 532.54 5.7 Valid Immediate GOOD
• Smoothing: Window [532.54, 532.54, 528.13] -> Median: 532.54
• Stability Filter: No change in volume.
• Usage Rate: 5.7 L/d (drain-slow, band 79.4L over 13.9d, 103 pts)
05/03/2026 22:36:36 528.13 531.03 5.7 Valid Immediate GOOD
• Smoothing: Window [532.54, 528.13, 531.03] -> Median: 531.03
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 5.7 L/d (drain-slow, band 79.4L over 13.9d, 103 pts)
06/03/2026 01:37:07 531.03 531.03 0.0 Valid Immediate GOOD
• Smoothing: Window [528.13, 531.03, 531.03] -> Median: 531.03
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 78.3L over 13.8d, 103 pts)
06/03/2026 04:37:23 531.03 531.03 0.0 Valid Immediate GOOD
• Smoothing: Window [531.03, 531.03, 531.03] -> Median: 531.03
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 78.3L over 13.9d, 104 pts)
06/03/2026 07:37:37 531.03 531.03 0.0 Valid Immediate GOOD
• Smoothing: Window [531.03, 531.03, 529.52] -> Median: 531.03
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 78.3L over 13.9d, 104 pts)
06/03/2026 10:37:52 529.52 529.52 5.7 Valid Immediate GOOD
• Smoothing: Window [531.03, 529.52, 520.69] -> Median: 529.52
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 5.7 L/d (drain-slow, band 79.3L over 13.9d, 104 pts)
06/03/2026 13:38:07 520.69 528.13 5.8 Valid Immediate FAIR
• Smoothing: Window [529.52, 520.69, 528.13] -> Median: 528.13
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 5.8 L/d (drain-slow, band 80.4L over 13.9d, 104 pts)
06/03/2026 16:38:22 528.13 528.13 5.9 Valid Immediate GOOD
• Smoothing: Window [520.69, 528.13, 528.13] -> Median: 528.13
• Stability Filter: No change in volume.
• Usage Rate: 5.9 L/d (drain-slow, band 79.6L over 13.9d, 104 pts)
06/03/2026 19:38:37 528.13 528.13 5.8 Valid Immediate GOOD
• Smoothing: Window [528.13, 528.13, 526.62] -> Median: 528.13
• Stability Filter: No change in volume.
• Usage Rate: 5.8 L/d (drain-slow, band 79.1L over 13.9d, 104 pts)
06/03/2026 22:38:51 526.62 526.62 5.8 Valid Immediate GOOD
• Smoothing: Window [528.13, 526.62, 525.11] -> Median: 526.62
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 5.8 L/d (drain-slow, band 79.5L over 13.9d, 104 pts)
07/03/2026 01:39:07 525.11 525.11 5.8 Valid Immediate GOOD
• Smoothing: Window [526.62, 525.11, 520.69] -> Median: 525.11
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 5.8 L/d (drain-slow, band 79.6L over 13.8d, 104 pts)
07/03/2026 04:39:22 520.69 520.69 0.0 Valid Immediate GOOD
• Smoothing: Window [525.11, 520.69, 520.69] -> Median: 520.69
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 0.0 L/d (flat, band 80.1L over 13.9d, 105 pts)
07/03/2026 07:39:37 520.69 520.69 0.0 Valid Immediate GOOD
• Smoothing: Window [520.69, 520.69, 516.28] -> Median: 520.69
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 80.1L over 13.9d, 105 pts)
07/03/2026 10:39:52 516.28 520.69 0.0 Valid Immediate GOOD
• Smoothing: Window [520.69, 516.28, 519.18] -> Median: 519.18
• Stability Filter: Clamped minor wobble drop of 1.5L back to stable level. Future rebound returned near baseline in 0.5d after a short wobble.
• Usage Rate: 0.0 L/d (flat, band 80.1L over 13.9d, 105 pts)
07/03/2026 13:40:21 519.18 519.18 5.9 Valid Immediate GOOD
• Smoothing: Window [516.28, 519.18, 516.28] -> Median: 516.28
• Stability Filter: Median artifact detected. Rescued Raw Value (519.2L).
• Usage Rate: 5.9 L/d (drain-slow, band 79.8L over 13.9d, 105 pts)
07/03/2026 16:40:36 516.28 519.18 5.8 Valid Immediate GOOD
• Smoothing: Window [519.18, 516.28, 522.20] -> Median: 519.18
• Stability Filter: No change in volume.
• Usage Rate: 5.8 L/d (drain-slow, band 79.5L over 13.9d, 105 pts)
07/03/2026 19:40:51 522.20 519.18 5.8 Valid Immediate GOOD
• Smoothing: Window [516.28, 522.20, 519.18] -> Median: 519.18
• Stability Filter: No change in volume.
• Usage Rate: 5.8 L/d (drain-slow, band 78.9L over 13.9d, 105 pts)
07/03/2026 22:41:07 519.18 519.18 5.6 Valid Immediate GOOD
• Smoothing: Window [522.20, 519.18, 525.11] -> Median: 522.20
• Monotonic Logic: Rejected small rise of 3.0L. Future plummeted back to baseline inside window (0.6d). Clamped to 519.2
• Usage Rate: 5.6 L/d (drain-slow, band 76.6L over 13.9d, 105 pts)
08/03/2026 01:41:22 525.11 519.18 5.6 Valid Immediate FAIR
• Smoothing: Window [519.18, 525.11, 517.67] -> Median: 519.18
• Stability Filter: No change in volume.
• Usage Rate: 5.6 L/d (drain-slow, band 76.1L over 13.8d, 105 pts)
08/03/2026 04:41:37 517.67 517.67 5.7 Valid Immediate GOOD
• Smoothing: Window [525.11, 517.67, 516.28] -> Median: 517.67
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 5.7 L/d (drain-slow, band 77.3L over 13.9d, 106 pts)
08/03/2026 07:41:51 516.28 517.67 5.6 Valid Immediate GOOD
• Smoothing: Window [517.67, 516.28, 510.35] -> Median: 516.28
• Stability Filter: Clamped minor wobble drop of 1.4L back to stable level. Future rebound returned near baseline in 0.6d after a short wobble.
• Usage Rate: 5.6 L/d (drain-slow, band 76.6L over 13.9d, 106 pts)
08/03/2026 10:42:07 510.35 517.67 5.7 Valid Immediate FAIR
• Smoothing: Window [516.28, 510.35, 513.26] -> Median: 513.26
• Stability Filter: Clamped minor wobble drop of 4.4L back to stable level. Future rebound returned near baseline in 0.5d after a short wobble.
• Usage Rate: 5.7 L/d (drain-slow, band 76.6L over 13.9d, 106 pts)
08/03/2026 13:42:21 513.26 513.26 5.7 Valid Immediate GOOD
• Smoothing: Window [510.35, 513.26, 510.35] -> Median: 510.35
• Stability Filter: Median artifact detected. Rescued Raw Value (513.3L).
• Usage Rate: 5.7 L/d (drain-slow, band 78.1L over 13.9d, 106 pts)
08/03/2026 16:42:36 510.35 513.26 5.7 Valid Immediate GOOD
• Smoothing: Window [513.26, 510.35, 517.67] -> Median: 513.26
• Stability Filter: No change in volume.
• Usage Rate: 5.7 L/d (drain-slow, band 77.4L over 13.9d, 106 pts)
08/03/2026 19:42:51 517.67 513.26 0.0 Valid Immediate GOOD
• Smoothing: Window [510.35, 517.67, 510.35] -> Median: 510.35
• Stability Filter: Clamped minor wobble drop of 2.9L back to stable level. Future rebound returned near baseline in 0.1d after a short wobble.
• Usage Rate: 0.0 L/d (flat, band 76.0L over 13.9d, 106 pts)
08/03/2026 22:43:22 510.35 513.26 5.6 Valid Immediate GOOD
• Smoothing: Window [517.67, 510.35, 517.67] -> Median: 517.67
• Monotonic Logic: Rejected small rise of 4.4L. Future plummeted back to baseline inside window (1.1d). Clamped to 513.3
• Usage Rate: 5.6 L/d (drain-slow, band 76.8L over 13.9d, 106 pts)
09/03/2026 01:43:36 517.67 513.26 5.6 Valid Immediate GOOD
• Smoothing: Window [510.35, 517.67, 516.28] -> Median: 516.28
• Monotonic Logic: Rejected small rise of 3.0L. Future plummeted back to baseline inside window (1.0d). Clamped to 513.3
• Usage Rate: 5.6 L/d (drain-slow, band 76.1L over 13.8d, 106 pts)
09/03/2026 04:44:06 516.28 513.26 5.7 Valid Immediate GOOD
• Smoothing: Window [517.67, 516.28, 508.84] -> Median: 516.28
• Monotonic Logic: Rejected small rise of 3.0L. Future plummeted back to baseline inside window (0.9d). Clamped to 513.3
• Usage Rate: 5.7 L/d (drain-slow, band 76.4L over 13.9d, 107 pts)
09/03/2026 07:44:21 508.84 508.84 0.0 Valid Immediate GOOD
• Smoothing: Window [516.28, 508.84, 505.93] -> Median: 508.84
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 0.0 L/d (flat, band 76.2L over 13.9d, 107 pts)
09/03/2026 10:44:36 505.93 508.84 0.0 Valid Immediate GOOD
• Smoothing: Window [508.84, 505.93, 513.26] -> Median: 508.84
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 76.2L over 13.9d, 107 pts)
09/03/2026 13:44:51 513.26 508.84 5.6 Valid Immediate GOOD
• Smoothing: Window [505.93, 513.26, 508.84] -> Median: 508.84
• Stability Filter: No change in volume.
• Usage Rate: 5.6 L/d (drain-slow, band 75.9L over 13.9d, 107 pts)
09/03/2026 16:45:06 508.84 508.84 0.0 Valid Immediate GOOD
• Smoothing: Window [513.26, 508.84, 508.84] -> Median: 508.84
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 76.2L over 13.9d, 107 pts)
09/03/2026 19:45:21 508.84 508.84 0.0 Valid Immediate GOOD
• Smoothing: Window [508.84, 508.84, 508.84] -> Median: 508.84
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 76.2L over 13.9d, 107 pts)
09/03/2026 22:45:35 508.84 508.84 5.5 Valid Immediate GOOD
• Smoothing: Window [508.84, 508.84, 502.91] -> Median: 508.84
• Stability Filter: No change in volume.
• Usage Rate: 5.5 L/d (drain-slow, band 73.6L over 13.9d, 107 pts)
10/03/2026 01:45:50 502.91 502.91 5.4 Valid Immediate GOOD
• Smoothing: Window [508.84, 502.91, 502.91] -> Median: 502.91
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 5.4 L/d (drain-slow, band 72.2L over 13.9d, 107 pts)
10/03/2026 04:46:05 502.91 502.91 0.0 Valid Immediate GOOD
• Smoothing: Window [502.91, 502.91, 507.33] -> Median: 502.91
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 73.4L over 13.9d, 107 pts)
10/03/2026 07:46:19 507.33 502.91 5.5 Valid Immediate GOOD
• Smoothing: Window [502.91, 507.33, 500.01] -> Median: 502.91
• Stability Filter: No change in volume.
• Usage Rate: 5.5 L/d (drain-slow, band 73.8L over 13.9d, 107 pts)
10/03/2026 10:46:34 500.01 500.01 5.4 Valid Immediate GOOD
• Smoothing: Window [507.33, 500.01, 498.50] -> Median: 500.01
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 5.4 L/d (drain-slow, band 74.1L over 13.9d, 107 pts)
10/03/2026 13:46:50 498.50 498.50 0.0 Valid Immediate GOOD
• Smoothing: Window [500.01, 498.50, 496.99] -> Median: 498.50
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 0.0 L/d (flat, band 73.6L over 13.9d, 107 pts)
10/03/2026 16:47:05 496.99 496.99 5.4 Valid Immediate GOOD
• Smoothing: Window [498.50, 496.99, 494.08] -> Median: 496.99
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 5.4 L/d (drain-slow, band 73.3L over 13.9d, 107 pts)
10/03/2026 19:47:19 494.08 495.48 5.3 Valid Immediate GOOD
• Smoothing: Window [496.99, 494.08, 495.48] -> Median: 495.48
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 5.3 L/d (drain-slow, band 72.7L over 13.9d, 107 pts)
10/03/2026 22:47:35 495.48 495.48 5.2 Valid Immediate GOOD
• Smoothing: Window [494.08, 495.48, 498.50] -> Median: 495.48
• Stability Filter: No change in volume.
• Usage Rate: 5.2 L/d (drain-slow, band 70.4L over 13.9d, 107 pts)
11/03/2026 01:47:49 498.50 495.48 5.0 Valid Immediate GOOD
• Smoothing: Window [495.48, 498.50, 491.06] -> Median: 495.48
• Stability Filter: No change in volume.
• Usage Rate: 5.0 L/d (drain-slow, band 68.4L over 13.8d, 107 pts)
11/03/2026 04:48:04 491.06 495.48 5.0 Valid Immediate GOOD
• Smoothing: Window [498.50, 491.06, 495.48] -> Median: 495.48
• Stability Filter: No change in volume.
• Usage Rate: 5.0 L/d (drain-slow, band 68.7L over 13.9d, 108 pts)
11/03/2026 07:48:19 495.48 495.48 5.0 Valid Immediate GOOD
• Smoothing: Window [491.06, 495.48, 496.99] -> Median: 495.48
• Stability Filter: No change in volume.
• Usage Rate: 5.0 L/d (drain-slow, band 69.8L over 13.9d, 108 pts)
11/03/2026 10:48:35 496.99 495.48 5.2 Valid Immediate GOOD
• Smoothing: Window [495.48, 496.99, 492.57] -> Median: 495.48
• Stability Filter: No change in volume.
• Usage Rate: 5.2 L/d (drain-slow, band 71.7L over 13.9d, 108 pts)
11/03/2026 13:48:50 492.57 494.08 0.0 Valid Immediate GOOD
• Smoothing: Window [496.99, 492.57, 494.08] -> Median: 494.08
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 0.0 L/d (flat, band 73.8L over 13.9d, 108 pts)
11/03/2026 16:49:20 494.08 494.08 5.3 Valid Immediate GOOD
• Smoothing: Window [492.57, 494.08, 494.08] -> Median: 494.08
• Stability Filter: No change in volume.
• Usage Rate: 5.3 L/d (drain-slow, band 71.6L over 13.9d, 108 pts)
11/03/2026 19:49:35 494.08 494.08 5.3 Valid Immediate GOOD
• Smoothing: Window [494.08, 494.08, 489.55] -> Median: 494.08
• Stability Filter: No change in volume.
• Usage Rate: 5.3 L/d (drain-slow, band 72.8L over 13.9d, 108 pts)
11/03/2026 22:49:50 489.55 491.06 5.4 Valid Immediate GOOD
• Smoothing: Window [494.08, 489.55, 491.06] -> Median: 491.06
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 5.4 L/d (drain-slow, band 72.9L over 13.6d, 108 pts)
12/03/2026 01:50:06 491.06 489.55 5.4 Valid Immediate GOOD
• Smoothing: Window [489.55, 491.06, 489.55] -> Median: 489.55
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 5.4 L/d (drain-slow, band 73.1L over 13.8d, 109 pts)
12/03/2026 04:50:21 489.55 489.55 5.4 Valid Immediate GOOD
• Smoothing: Window [491.06, 489.55, 486.65] -> Median: 489.55
• Stability Filter: No change in volume.
• Usage Rate: 5.4 L/d (drain-slow, band 74.2L over 13.9d, 110 pts)
12/03/2026 07:50:38 486.65 486.65 5.3 Valid Immediate GOOD
• Smoothing: Window [489.55, 486.65, 483.62] -> Median: 486.65
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 5.3 L/d (drain-slow, band 72.8L over 13.9d, 109 pts)
12/03/2026 10:50:53 483.62 485.14 0.0 Valid Immediate GOOD
• Smoothing: Window [486.65, 483.62, 485.14] -> Median: 485.14
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 0.0 L/d (flat, band 74.0L over 13.9d, 109 pts)
12/03/2026 13:51:08 485.14 485.14 5.3 Valid Immediate GOOD
• Smoothing: Window [483.62, 485.14, 483.62] -> Median: 483.62
• Stability Filter: Median artifact detected. Rescued Raw Value (485.1L).
• Usage Rate: 5.3 L/d (drain-slow, band 73.1L over 13.9d, 109 pts)
12/03/2026 16:51:23 483.62 485.14 5.3 Valid Immediate GOOD
• Smoothing: Window [485.14, 483.62, 485.14] -> Median: 485.14
• Stability Filter: No change in volume.
• Usage Rate: 5.3 L/d (drain-slow, band 72.8L over 13.9d, 109 pts)
12/03/2026 19:51:37 485.14 483.62 5.2 Valid Immediate GOOD
• Smoothing: Window [483.62, 485.14, 479.21] -> Median: 483.62
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 5.2 L/d (drain-slow, band 71.3L over 13.9d, 109 pts)
12/03/2026 22:51:54 479.21 483.62 5.1 Valid Immediate GOOD
• Smoothing: Window [485.14, 479.21, 479.21] -> Median: 479.21
• Stability Filter: Clamped minor wobble drop of 4.4L back to stable level. Future rebound returned near baseline in 0.3d after a short wobble.
• Usage Rate: 5.1 L/d (drain-slow, band 70.1L over 13.9d, 109 pts)
13/03/2026 01:52:27 479.21 483.62 5.2 Valid Immediate GOOD
• Smoothing: Window [479.21, 479.21, 483.62] -> Median: 479.21
• Stability Filter: Clamped minor wobble drop of 4.4L back to stable level. Future rebound returned near baseline in 0.1d after a short wobble.
• Usage Rate: 5.2 L/d (drain-slow, band 71.3L over 13.8d, 109 pts)
13/03/2026 04:52:58 483.62 483.62 0.0 Valid Immediate GOOD
• Smoothing: Window [479.21, 483.62, 483.62] -> Median: 483.62
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 72.5L over 13.9d, 110 pts)
13/03/2026 04:53:15 483.62 483.62 5.3 Valid Immediate GOOD
• Smoothing: Window [483.62, 483.62, 480.72] -> Median: 483.62
• Stability Filter: No change in volume.
• Usage Rate: 5.3 L/d (drain-slow, band 72.5L over 13.9d, 111 pts)
13/03/2026 07:53:45 480.72 480.72 5.2 Valid Immediate GOOD
• Smoothing: Window [483.62, 480.72, 480.72] -> Median: 480.72
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 5.2 L/d (drain-slow, band 71.1L over 13.9d, 111 pts)
13/03/2026 07:54:02 480.72 480.72 5.3 Valid Immediate GOOD
• Smoothing: Window [480.72, 480.72, 479.21] -> Median: 480.72
• Stability Filter: No change in volume.
• Usage Rate: 5.3 L/d (drain-slow, band 71.1L over 13.9d, 112 pts)
13/03/2026 10:54:31 479.21 480.72 5.4 Valid Immediate GOOD
• Smoothing: Window [480.72, 479.21, 482.23] -> Median: 480.72
• Stability Filter: No change in volume.
• Usage Rate: 5.4 L/d (drain-slow, band 73.6L over 13.9d, 112 pts)
13/03/2026 13:54:46 482.23 479.21 5.4 Valid Immediate GOOD
• Smoothing: Window [479.21, 482.23, 479.21] -> Median: 479.21
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 5.4 L/d (drain-slow, band 73.7L over 13.8d, 112 pts)
13/03/2026 16:55:00 479.21 479.21 5.3 Valid Immediate GOOD
• Smoothing: Window [482.23, 479.21, 477.81] -> Median: 479.21
• Stability Filter: No change in volume.
• Usage Rate: 5.3 L/d (drain-slow, band 73.7L over 13.9d, 113 pts)
13/03/2026 22:55:29 477.81 477.81 5.3 Valid Immediate GOOD
• Smoothing: Window [479.21, 477.81, 476.30] -> Median: 477.81
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 5.3 L/d (drain-slow, band 72.5L over 13.9d, 112 pts)
14/03/2026 01:55:44 476.30 477.81 5.3 Valid Immediate GOOD
• Smoothing: Window [477.81, 476.30, 480.72] -> Median: 477.81
• Stability Filter: No change in volume.
• Usage Rate: 5.3 L/d (drain-slow, band 72.5L over 13.8d, 112 pts)
14/03/2026 04:55:59 480.72 476.30 5.2 Valid Immediate GOOD
• Smoothing: Window [476.30, 480.72, 473.28] -> Median: 476.30
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 5.2 L/d (drain-slow, band 72.3L over 13.9d, 113 pts)
14/03/2026 07:56:14 473.28 474.79 0.0 Valid Immediate GOOD
• Smoothing: Window [480.72, 473.28, 474.79] -> Median: 474.79
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 0.0 L/d (flat, band 71.1L over 13.9d, 113 pts)
14/03/2026 10:56:29 474.79 473.28 5.2 Valid Immediate GOOD
• Smoothing: Window [473.28, 474.79, 471.89] -> Median: 473.28
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 5.2 L/d (drain-slow, band 71.9L over 13.9d, 113 pts)
14/03/2026 13:56:43 471.89 473.28 5.2 Valid Immediate GOOD
• Smoothing: Window [474.79, 471.89, 473.28] -> Median: 473.28
• Stability Filter: No change in volume.
• Usage Rate: 5.2 L/d (drain-slow, band 72.2L over 13.9d, 113 pts)
14/03/2026 16:56:58 473.28 471.89 5.2 Valid Immediate GOOD
• Smoothing: Window [471.89, 473.28, 464.45] -> Median: 471.89
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 5.2 L/d (drain-slow, band 71.9L over 13.9d, 113 pts)
14/03/2026 19:57:12 464.45 468.87 0.0 Valid Immediate GOOD
• Smoothing: Window [473.28, 464.45, 468.87] -> Median: 468.87
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 0.0 L/d (flat, band 69.6L over 13.9d, 113 pts)
14/03/2026 22:57:28 468.87 468.87 5.1 Valid Immediate GOOD
• Smoothing: Window [464.45, 468.87, 473.28] -> Median: 468.87
• Stability Filter: No change in volume.
• Usage Rate: 5.1 L/d (drain-slow, band 70.8L over 13.9d, 113 pts)
15/03/2026 01:57:43 473.28 468.87 0.0 Valid Immediate GOOD
• Smoothing: Window [468.87, 473.28, 468.87] -> Median: 468.87
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 71.1L over 13.9d, 113 pts)
15/03/2026 04:57:58 468.87 468.87 5.1 Valid Immediate GOOD
• Smoothing: Window [473.28, 468.87, 465.96] -> Median: 468.87
• Stability Filter: No change in volume.
• Usage Rate: 5.1 L/d (drain-slow, band 70.8L over 13.9d, 113 pts)
15/03/2026 10:58:27 465.96 465.96 5.1 Valid Immediate GOOD
• Smoothing: Window [468.87, 465.96, 460.04] -> Median: 465.96
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 5.1 L/d (drain-slow, band 69.5L over 13.9d, 112 pts)
15/03/2026 13:58:42 460.04 464.45 5.1 Valid Immediate GOOD
• Smoothing: Window [465.96, 460.04, 464.45] -> Median: 464.45
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 5.1 L/d (drain-slow, band 69.2L over 13.9d, 112 pts)
15/03/2026 16:58:57 464.45 464.45 5.1 Valid Immediate GOOD
• Smoothing: Window [460.04, 464.45, 464.45] -> Median: 464.45
• Stability Filter: No change in volume.
• Usage Rate: 5.1 L/d (drain-slow, band 69.3L over 13.9d, 112 pts)
15/03/2026 19:59:12 464.45 464.45 5.2 Valid Immediate GOOD
• Smoothing: Window [464.45, 464.45, 461.43] -> Median: 464.45
• Stability Filter: No change in volume.
• Usage Rate: 5.2 L/d (drain-slow, band 70.7L over 13.9d, 112 pts)
15/03/2026 22:59:27 461.43 461.43 5.2 Valid Immediate GOOD
• Smoothing: Window [464.45, 461.43, 461.43] -> Median: 461.43
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 5.2 L/d (drain-slow, band 71.0L over 13.9d, 112 pts)
16/03/2026 01:59:41 461.43 461.43 0.0 Valid Immediate GOOD
• Smoothing: Window [461.43, 461.43, 462.94] -> Median: 461.43
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 71.1L over 13.9d, 112 pts)
16/03/2026 05:00:11 462.94 461.43 5.2 Valid Immediate GOOD
• Smoothing: Window [461.43, 462.94, 457.01] -> Median: 461.43
• Stability Filter: No change in volume.
• Usage Rate: 5.2 L/d (drain-slow, band 71.1L over 13.9d, 112 pts)
16/03/2026 08:00:25 457.01 457.01 5.3 Valid Immediate GOOD
• Smoothing: Window [462.94, 457.01, 457.01] -> Median: 457.01
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 5.3 L/d (drain-slow, band 72.4L over 13.9d, 112 pts)
16/03/2026 11:00:40 457.01 457.01 5.4 Valid Immediate GOOD
• Smoothing: Window [457.01, 457.01, 458.53] -> Median: 457.01
• Stability Filter: No change in volume.
• Usage Rate: 5.4 L/d (drain-slow, band 75.1L over 13.9d, 112 pts)
16/03/2026 14:00:54 458.53 457.01 5.5 Valid Immediate GOOD
• Smoothing: Window [457.01, 458.53, 455.50] -> Median: 457.01
• Stability Filter: No change in volume.
• Usage Rate: 5.5 L/d (drain-slow, band 73.9L over 13.9d, 112 pts)
16/03/2026 17:01:11 455.50 455.50 5.5 Valid Immediate GOOD
• Smoothing: Window [458.53, 455.50, 455.50] -> Median: 455.50
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 5.5 L/d (drain-slow, band 75.1L over 13.9d, 112 pts)
16/03/2026 20:01:26 455.50 455.50 5.5 Valid Immediate GOOD
• Smoothing: Window [455.50, 455.50, 457.01] -> Median: 455.50
• Stability Filter: No change in volume.
• Usage Rate: 5.5 L/d (drain-slow, band 76.8L over 13.9d, 112 pts)
16/03/2026 23:01:40 457.01 455.50 5.5 Valid Immediate GOOD
• Smoothing: Window [455.50, 457.01, 451.09] -> Median: 455.50
• Stability Filter: No change in volume.
• Usage Rate: 5.5 L/d (drain-slow, band 76.8L over 13.9d, 112 pts)
17/03/2026 02:01:54 451.09 454.11 5.5 Valid Immediate GOOD
• Smoothing: Window [457.01, 451.09, 454.11] -> Median: 454.11
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 5.5 L/d (drain-slow, band 75.4L over 13.9d, 112 pts)
17/03/2026 05:02:09 454.11 454.11 5.6 Valid Immediate GOOD
• Smoothing: Window [451.09, 454.11, 454.11] -> Median: 454.11
• Stability Filter: No change in volume.
• Usage Rate: 5.6 L/d (drain-slow, band 76.8L over 13.9d, 112 pts)
17/03/2026 08:02:24 454.11 454.11 5.6 Valid Immediate GOOD
• Smoothing: Window [454.11, 454.11, 448.18] -> Median: 454.11
• Stability Filter: No change in volume.
• Usage Rate: 5.6 L/d (drain-slow, band 78.3L over 13.9d, 112 pts)
17/03/2026 11:02:39 448.18 449.69 5.7 Valid Immediate GOOD
• Smoothing: Window [454.11, 448.18, 449.69] -> Median: 449.69
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 5.7 L/d (drain-slow, band 78.4L over 13.9d, 112 pts)
17/03/2026 14:02:54 449.69 449.69 5.8 Valid Immediate GOOD
• Smoothing: Window [448.18, 449.69, 452.60] -> Median: 449.69
• Stability Filter: No change in volume.
• Usage Rate: 5.8 L/d (drain-slow, band 79.6L over 13.9d, 112 pts)
17/03/2026 17:03:08 452.60 449.69 5.9 Valid Immediate GOOD
• Smoothing: Window [449.69, 452.60, 448.18] -> Median: 449.69
• Stability Filter: No change in volume.
• Usage Rate: 5.9 L/d (drain-slow, band 79.6L over 13.9d, 112 pts)
17/03/2026 20:03:23 448.18 449.69 5.8 Valid Immediate GOOD
• Smoothing: Window [452.60, 448.18, 449.69] -> Median: 449.69
• Stability Filter: No change in volume.
• Usage Rate: 5.8 L/d (drain-slow, band 79.6L over 13.9d, 112 pts)
17/03/2026 23:03:38 449.69 448.18 5.7 Valid Immediate GOOD
• Smoothing: Window [448.18, 449.69, 446.67] -> Median: 448.18
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 5.7 L/d (drain-slow, band 78.1L over 13.9d, 112 pts)
18/03/2026 05:04:08 446.67 448.18 5.5 Valid Immediate GOOD
• Smoothing: Window [449.69, 446.67, 445.16] -> Median: 446.67
• Stability Filter: Clamped minor wobble drop of 1.5L back to stable level. Future rebound returned near baseline in 0.3d after a short wobble.
• Usage Rate: 5.5 L/d (drain-slow, band 75.5L over 13.9d, 111 pts)
18/03/2026 08:04:23 445.16 448.18 5.5 Valid Immediate GOOD
• Smoothing: Window [446.67, 445.16, 449.69] -> Median: 446.67
• Stability Filter: Clamped minor wobble drop of 1.5L back to stable level. Future rebound returned near baseline in 0.1d after a short wobble.
• Usage Rate: 5.5 L/d (drain-slow, band 75.5L over 13.9d, 111 pts)
18/03/2026 11:04:38 449.69 448.18 5.5 Valid Immediate GOOD
• Smoothing: Window [445.16, 449.69, 448.18] -> Median: 448.18
• Stability Filter: No change in volume.
• Usage Rate: 5.5 L/d (drain-slow, band 75.5L over 13.9d, 111 pts)
18/03/2026 14:04:53 448.18 448.18 0.0 Valid Immediate GOOD
• Smoothing: Window [449.69, 448.18, 445.16] -> Median: 448.18
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 76.9L over 13.9d, 111 pts)
18/03/2026 17:05:08 445.16 445.16 5.6 Valid Immediate GOOD
• Smoothing: Window [448.18, 445.16, 443.77] -> Median: 445.16
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 5.6 L/d (drain-slow, band 76.9L over 13.9d, 111 pts)
18/03/2026 20:05:22 443.77 445.16 5.6 Valid Immediate GOOD
• Smoothing: Window [445.16, 443.77, 446.67] -> Median: 445.16
• Stability Filter: No change in volume.
• Usage Rate: 5.6 L/d (drain-slow, band 76.9L over 13.9d, 111 pts)
18/03/2026 23:05:37 446.67 445.16 5.6 Valid Immediate GOOD
• Smoothing: Window [443.77, 446.67, 445.16] -> Median: 445.16
• Stability Filter: No change in volume.
• Usage Rate: 5.6 L/d (drain-slow, band 77.0L over 13.9d, 111 pts)
19/03/2026 05:06:06 445.16 445.16 0.0 Valid Immediate GOOD
• Smoothing: Window [446.67, 445.16, 443.77] -> Median: 445.16
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 78.4L over 13.9d, 110 pts)
19/03/2026 08:06:22 443.77 443.77 5.6 Valid Immediate GOOD
• Smoothing: Window [445.16, 443.77, 440.75] -> Median: 443.77
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 5.6 L/d (drain-slow, band 77.1L over 13.9d, 110 pts)
19/03/2026 11:06:36 440.75 443.77 5.5 Valid Immediate GOOD
• Smoothing: Window [443.77, 440.75, 443.77] -> Median: 443.77
• Stability Filter: No change in volume.
• Usage Rate: 5.5 L/d (drain-slow, band 75.7L over 13.9d, 110 pts)
19/03/2026 14:06:51 443.77 443.77 0.0 Valid Immediate GOOD
• Smoothing: Window [440.75, 443.77, 443.77] -> Median: 443.77
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 76.9L over 13.9d, 110 pts)
19/03/2026 17:07:06 443.77 443.77 5.4 Valid Immediate GOOD
• Smoothing: Window [443.77, 443.77, 443.77] -> Median: 443.77
• Stability Filter: No change in volume.
• Usage Rate: 5.4 L/d (drain-slow, band 74.3L over 13.9d, 110 pts)
19/03/2026 20:07:22 443.77 443.77 5.3 Valid Immediate GOOD
• Smoothing: Window [443.77, 443.77, 446.67] -> Median: 443.77
• Stability Filter: No change in volume.
• Usage Rate: 5.3 L/d (drain-slow, band 72.8L over 13.9d, 110 pts)
19/03/2026 23:07:37 446.67 443.77 0.0 Valid Immediate GOOD
• Smoothing: Window [443.77, 446.67, 442.26] -> Median: 443.77
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 74.0L over 13.9d, 110 pts)
20/03/2026 05:08:07 442.26 442.26 5.3 Valid Immediate GOOD
• Smoothing: Window [446.67, 442.26, 439.24] -> Median: 442.26
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 5.3 L/d (drain-slow, band 72.8L over 13.9d, 109 pts)
20/03/2026 08:08:21 439.24 442.26 5.3 Valid Immediate GOOD
• Smoothing: Window [442.26, 439.24, 442.26] -> Median: 442.26
• Stability Filter: No change in volume.
• Usage Rate: 5.3 L/d (drain-slow, band 72.8L over 13.9d, 109 pts)
20/03/2026 11:08:36 442.26 442.26 5.3 Valid Immediate GOOD
• Smoothing: Window [439.24, 442.26, 442.26] -> Median: 442.26
• Stability Filter: No change in volume.
• Usage Rate: 5.3 L/d (drain-slow, band 72.8L over 13.9d, 109 pts)
20/03/2026 14:08:51 442.26 442.26 0.0 Valid Immediate GOOD
• Smoothing: Window [442.26, 442.26, 439.24] -> Median: 442.26
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 72.5L over 13.9d, 109 pts)
20/03/2026 17:09:05 439.24 442.26 5.3 Valid Immediate GOOD
• Smoothing: Window [442.26, 439.24, 443.77] -> Median: 442.26
• Stability Filter: No change in volume.
• Usage Rate: 5.3 L/d (drain-slow, band 72.8L over 13.9d, 109 pts)
20/03/2026 20:09:20 443.77 442.26 5.3 Valid Immediate GOOD
• Smoothing: Window [439.24, 443.77, 442.26] -> Median: 442.26
• Stability Filter: No change in volume.
• Usage Rate: 5.3 L/d (drain-slow, band 72.8L over 13.9d, 109 pts)
20/03/2026 23:09:35 442.26 442.26 0.0 Valid Immediate GOOD
• Smoothing: Window [443.77, 442.26, 442.26] -> Median: 442.26
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 72.5L over 13.9d, 109 pts)
21/03/2026 05:10:06 442.26 442.26 0.0 Valid Immediate GOOD
• Smoothing: Window [442.26, 442.26, 434.82] -> Median: 442.26
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 72.5L over 13.9d, 108 pts)
21/03/2026 08:10:20 434.82 436.33 5.1 Valid Immediate GOOD
• Smoothing: Window [442.26, 434.82, 436.33] -> Median: 436.33
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 5.1 L/d (drain-slow, band 70.4L over 13.9d, 108 pts)
21/03/2026 11:10:34 436.33 436.33 0.0 Valid Immediate GOOD
• Smoothing: Window [434.82, 436.33, 437.84] -> Median: 436.33
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 69.5L over 13.9d, 108 pts)
21/03/2026 14:10:49 437.84 436.33 5.0 Valid Immediate GOOD
• Smoothing: Window [436.33, 437.84, 436.33] -> Median: 436.33
• Stability Filter: No change in volume.
• Usage Rate: 5.0 L/d (drain-slow, band 67.9L over 13.9d, 108 pts)
21/03/2026 17:11:04 436.33 436.33 0.0 Valid Immediate GOOD
• Smoothing: Window [437.84, 436.33, 436.33] -> Median: 436.33
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 68.1L over 13.9d, 108 pts)
21/03/2026 20:11:19 436.33 436.33 0.0 Valid Immediate GOOD
• Smoothing: Window [436.33, 436.33, 437.84] -> Median: 436.33
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 68.1L over 13.9d, 108 pts)
21/03/2026 23:11:35 437.84 436.33 4.8 Valid Immediate GOOD
• Smoothing: Window [436.33, 437.84, 442.26] -> Median: 437.84
• Monotonic Logic: Rejected small rise of 1.5L. Future plummeted back to baseline inside window (1.5d). Clamped to 436.3
• Usage Rate: 4.8 L/d (drain-slow, band 67.0L over 13.9d, 108 pts)
22/03/2026 05:12:04 442.26 436.33 0.0 Valid Immediate FAIR
• Smoothing: Window [437.84, 442.26, 434.82] -> Median: 437.84
• Monotonic Logic: Rejected small rise of 1.5L. Future plummeted back to baseline inside window (1.3d). Clamped to 436.3
• Usage Rate: 0.0 L/d (flat, band 66.6L over 13.9d, 107 pts)
22/03/2026 08:12:19 434.82 434.82 0.0 Valid Immediate GOOD
• Smoothing: Window [442.26, 434.82, 434.82] -> Median: 434.82
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 0.0 L/d (flat, band 66.6L over 13.9d, 107 pts)
22/03/2026 11:12:33 434.82 434.82 4.8 Valid Immediate GOOD
• Smoothing: Window [434.82, 434.82, 430.40] -> Median: 434.82
• Stability Filter: No change in volume.
• Usage Rate: 4.8 L/d (drain-slow, band 66.3L over 13.9d, 107 pts)
22/03/2026 14:12:48 430.40 431.92 4.9 Valid Immediate GOOD
• Smoothing: Window [434.82, 430.40, 431.92] -> Median: 431.92
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 4.9 L/d (drain-slow, band 66.4L over 13.9d, 107 pts)
22/03/2026 17:13:02 431.92 431.92 4.8 Valid Immediate GOOD
• Smoothing: Window [430.40, 431.92, 431.92] -> Median: 431.92
• Stability Filter: No change in volume.
• Usage Rate: 4.8 L/d (drain-slow, band 64.9L over 13.9d, 107 pts)
22/03/2026 20:13:18 431.92 431.92 4.7 Valid Immediate GOOD
• Smoothing: Window [431.92, 431.92, 431.92] -> Median: 431.92
• Stability Filter: No change in volume.
• Usage Rate: 4.7 L/d (drain-slow, band 64.2L over 13.9d, 107 pts)
22/03/2026 23:13:33 431.92 431.92 4.7 Valid Immediate GOOD
• Smoothing: Window [431.92, 431.92, 436.33] -> Median: 431.92
• Stability Filter: No change in volume.
• Usage Rate: 4.7 L/d (drain-slow, band 63.3L over 13.9d, 107 pts)
23/03/2026 02:13:48 436.33 431.92 4.6 Valid Immediate FAIR
• Smoothing: Window [431.92, 436.33, 430.40] -> Median: 431.92
• Stability Filter: No change in volume.
• Usage Rate: 4.6 L/d (drain-slow, band 61.9L over 13.9d, 107 pts)
23/03/2026 05:14:03 430.40 430.40 0.0 Valid Immediate GOOD
• Smoothing: Window [436.33, 430.40, 428.89] -> Median: 430.40
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 0.0 L/d (flat, band 62.2L over 13.9d, 107 pts)
23/03/2026 08:14:18 428.89 428.89 4.5 Valid Immediate GOOD
• Smoothing: Window [430.40, 428.89, 424.48] -> Median: 428.89
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 4.5 L/d (drain-slow, band 61.3L over 13.9d, 107 pts)
23/03/2026 11:14:33 424.48 428.89 0.0 Valid Immediate FAIR
• Smoothing: Window [428.89, 424.48, 424.48] -> Median: 424.48
• Stability Filter: Clamped minor wobble drop of 4.4L back to stable level. Future rebound returned near baseline in 0.8d after a short wobble.
• Usage Rate: 0.0 L/d (flat, band 60.7L over 13.9d, 107 pts)
23/03/2026 14:14:47 424.48 428.89 4.5 Valid Immediate FAIR
• Smoothing: Window [424.48, 424.48, 433.31] -> Median: 424.48
• Stability Filter: Clamped minor wobble drop of 4.4L back to stable level. Future rebound returned near baseline in 0.6d after a short wobble.
• Usage Rate: 4.5 L/d (drain-slow, band 60.4L over 13.9d, 107 pts)
23/03/2026 17:15:02 433.31 425.99 0.0 Valid Immediate FAIR
• Smoothing: Window [424.48, 433.31, 425.99] -> Median: 425.99
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 0.0 L/d (flat, band 60.7L over 13.9d, 107 pts)
23/03/2026 20:15:17 425.99 425.99 4.4 Valid Immediate GOOD
• Smoothing: Window [433.31, 425.99, 425.99] -> Median: 425.99
• Stability Filter: No change in volume.
• Usage Rate: 4.4 L/d (drain-slow, band 59.8L over 13.9d, 107 pts)
23/03/2026 23:15:31 425.99 425.99 4.4 Valid Immediate GOOD
• Smoothing: Window [425.99, 425.99, 428.89] -> Median: 425.99
• Stability Filter: No change in volume.
• Usage Rate: 4.4 L/d (drain-slow, band 59.9L over 13.9d, 107 pts)
24/03/2026 05:16:01 428.89 425.99 4.5 Valid Immediate GOOD
• Smoothing: Window [425.99, 428.89, 427.38] -> Median: 427.38
• Monotonic Logic: Rejected small rise of 1.4L. Future plummeted back to baseline inside window (1.3d). Clamped to 426.0
• Usage Rate: 4.5 L/d (drain-slow, band 60.7L over 13.9d, 106 pts)
24/03/2026 08:16:16 427.38 425.99 4.4 Valid Immediate GOOD
• Smoothing: Window [428.89, 427.38, 421.46] -> Median: 427.38
• Monotonic Logic: Rejected small rise of 1.4L. Future plummeted back to baseline inside window (1.1d). Clamped to 426.0
• Usage Rate: 4.4 L/d (drain-slow, band 59.9L over 13.9d, 106 pts)
24/03/2026 11:16:45 421.46 421.46 0.0 Valid Immediate GOOD
• Smoothing: Window [427.38, 421.46, 420.06] -> Median: 421.46
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 0.0 L/d (flat, band 59.1L over 13.9d, 106 pts)
24/03/2026 14:17:04 420.06 421.46 4.4 Valid Immediate GOOD
• Smoothing: Window [421.46, 420.06, 421.46] -> Median: 421.46
• Stability Filter: No change in volume.
• Usage Rate: 4.4 L/d (drain-slow, band 59.1L over 13.9d, 106 pts)
24/03/2026 17:17:33 421.46 421.46 0.0 Valid Immediate GOOD
• Smoothing: Window [420.06, 421.46, 421.46] -> Median: 421.46
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 59.1L over 13.9d, 106 pts)
24/03/2026 20:17:47 421.46 421.46 4.4 Valid Immediate GOOD
• Smoothing: Window [421.46, 421.46, 420.06] -> Median: 421.46
• Stability Filter: No change in volume.
• Usage Rate: 4.4 L/d (drain-slow, band 58.4L over 13.9d, 106 pts)
24/03/2026 23:18:02 420.06 420.06 4.2 Valid Immediate GOOD
• Smoothing: Window [421.46, 420.06, 418.55] -> Median: 420.06
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 4.2 L/d (drain-slow, band 57.0L over 13.9d, 106 pts)
25/03/2026 05:18:32 418.55 420.06 4.2 Valid Immediate GOOD
• Smoothing: Window [420.06, 418.55, 420.06] -> Median: 420.06
• Stability Filter: No change in volume.
• Usage Rate: 4.2 L/d (drain-slow, band 56.5L over 13.9d, 105 pts)
25/03/2026 08:18:47 420.06 418.55 4.1 Valid Immediate GOOD
• Smoothing: Window [418.55, 420.06, 414.02] -> Median: 418.55
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 4.1 L/d (drain-slow, band 57.1L over 13.9d, 105 pts)
25/03/2026 11:19:02 414.02 414.02 0.0 Valid Immediate GOOD
• Smoothing: Window [420.06, 414.02, 408.09] -> Median: 414.02
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 0.0 L/d (flat, band 57.6L over 13.9d, 105 pts)
25/03/2026 14:19:18 408.09 414.02 4.3 Valid Immediate FAIR
• Smoothing: Window [414.02, 408.09, 415.53] -> Median: 414.02
• Stability Filter: No change in volume.
• Usage Rate: 4.3 L/d (drain-slow, band 58.5L over 13.9d, 105 pts)
25/03/2026 17:19:33 415.53 412.63 4.3 Valid Immediate GOOD
• Smoothing: Window [408.09, 415.53, 412.63] -> Median: 412.63
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 4.3 L/d (drain-slow, band 58.6L over 13.9d, 105 pts)
25/03/2026 20:19:48 412.63 412.63 4.4 Valid Immediate GOOD
• Smoothing: Window [415.53, 412.63, 405.07] -> Median: 412.63
• Stability Filter: No change in volume.
• Usage Rate: 4.4 L/d (drain-slow, band 59.0L over 13.9d, 105 pts)
25/03/2026 23:20:03 405.07 408.09 0.0 Valid Immediate GOOD
• Smoothing: Window [412.63, 405.07, 408.09] -> Median: 408.09
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 0.0 L/d (flat, band 59.3L over 13.9d, 105 pts)
26/03/2026 05:20:32 408.09 405.07 4.3 Valid Immediate GOOD
• Smoothing: Window [405.07, 408.09, 402.17] -> Median: 405.07
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 4.3 L/d (drain-slow, band 58.8L over 13.9d, 104 pts)
26/03/2026 08:20:48 402.17 405.07 4.3 Valid Immediate GOOD
• Smoothing: Window [408.09, 402.17, 400.66] -> Median: 402.17
• Stability Filter: Clamped minor wobble drop of 2.9L back to stable level. Future rebound returned near baseline in 0.4d after a short wobble.
• Usage Rate: 4.3 L/d (drain-slow, band 58.7L over 13.9d, 104 pts)
26/03/2026 11:21:04 400.66 405.07 0.0 Valid Immediate FAIR
• Smoothing: Window [402.17, 400.66, 400.66] -> Median: 400.66
• Stability Filter: Clamped minor wobble drop of 4.4L back to stable level. Future rebound returned near baseline in 0.3d after a short wobble.
• Usage Rate: 0.0 L/d (flat, band 59.1L over 13.9d, 104 pts)
26/03/2026 14:21:20 400.66 405.07 0.0 Valid Immediate FAIR
• Smoothing: Window [400.66, 400.66, 405.07] -> Median: 400.66
• Stability Filter: Clamped minor wobble drop of 4.4L back to stable level. Future rebound returned near baseline in 0.1d after a short wobble.
• Usage Rate: 0.0 L/d (flat, band 59.1L over 13.9d, 104 pts)
26/03/2026 17:21:34 405.07 403.68 4.4 Valid Immediate GOOD
• Smoothing: Window [400.66, 405.07, 403.68] -> Median: 403.68
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 4.4 L/d (drain-slow, band 59.8L over 13.9d, 104 pts)
26/03/2026 20:21:48 403.68 403.68 4.5 Valid Immediate GOOD
• Smoothing: Window [405.07, 403.68, 403.68] -> Median: 403.68
• Stability Filter: No change in volume.
• Usage Rate: 4.5 L/d (drain-slow, band 60.9L over 13.9d, 104 pts)
26/03/2026 23:22:03 403.68 403.68 4.5 Valid Immediate GOOD
• Smoothing: Window [403.68, 403.68, 405.07] -> Median: 403.68
• Stability Filter: No change in volume.
• Usage Rate: 4.5 L/d (drain-slow, band 61.4L over 13.9d, 104 pts)
27/03/2026 02:22:33 405.07 403.68 4.5 Valid Immediate GOOD
• Smoothing: Window [403.68, 405.07, 402.17] -> Median: 403.68
• Stability Filter: No change in volume.
• Usage Rate: 4.5 L/d (drain-slow, band 61.3L over 13.9d, 104 pts)
27/03/2026 05:22:49 402.17 402.17 4.7 Valid Immediate GOOD
• Smoothing: Window [405.07, 402.17, 400.66] -> Median: 402.17
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 4.7 L/d (drain-slow, band 64.3L over 13.9d, 103 pts)
27/03/2026 08:23:03 400.66 400.66 4.8 Valid Immediate GOOD
• Smoothing: Window [402.17, 400.66, 400.66] -> Median: 400.66
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 4.8 L/d (drain-slow, band 63.5L over 13.9d, 102 pts)
27/03/2026 11:23:19 400.66 400.66 4.7 Valid Immediate GOOD
• Smoothing: Window [400.66, 400.66, 396.13] -> Median: 400.66
• Stability Filter: No change in volume.
• Usage Rate: 4.7 L/d (drain-slow, band 63.5L over 13.9d, 102 pts)
27/03/2026 14:23:33 396.13 400.66 4.6 Valid Immediate FAIR
• Smoothing: Window [400.66, 396.13, 396.13] -> Median: 396.13
• Stability Filter: Clamped minor wobble drop of 4.5L back to stable level. Future rebound returned near baseline in 0.4d after a short wobble.
• Usage Rate: 4.6 L/d (drain-slow, band 63.5L over 13.9d, 102 pts)
27/03/2026 17:23:48 396.13 400.66 4.6 Valid Immediate FAIR
• Smoothing: Window [396.13, 396.13, 391.71] -> Median: 396.13
• Stability Filter: Clamped minor wobble drop of 4.5L back to stable level. Future rebound returned near baseline in 0.3d after a short wobble.
• Usage Rate: 4.6 L/d (drain-slow, band 60.7L over 13.8d, 102 pts)
27/03/2026 20:24:02 391.71 400.66 4.5 Valid Immediate FAIR
• Smoothing: Window [396.13, 391.71, 400.66] -> Median: 396.13
• Stability Filter: Clamped minor wobble drop of 4.5L back to stable level. Future rebound returned near baseline in 0.1d after a short wobble.
• Usage Rate: 4.5 L/d (drain-slow, band 61.7L over 13.9d, 103 pts)
27/03/2026 23:24:17 400.66 400.66 0.0 Valid Immediate GOOD
• Smoothing: Window [391.71, 400.66, 400.66] -> Median: 400.66
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 60.8L over 13.9d, 103 pts)
28/03/2026 02:24:33 400.66 400.66 4.5 Valid Immediate GOOD
• Smoothing: Window [400.66, 400.66, 400.66] -> Median: 400.66
• Stability Filter: No change in volume.
• Usage Rate: 4.5 L/d (drain-slow, band 62.0L over 13.9d, 103 pts)
28/03/2026 05:24:48 400.66 400.66 4.5 Valid Immediate GOOD
• Smoothing: Window [400.66, 400.66, 394.73] -> Median: 400.66
• Stability Filter: No change in volume.
• Usage Rate: 4.5 L/d (drain-slow, band 62.0L over 13.9d, 103 pts)
28/03/2026 08:25:02 394.73 394.73 4.5 Valid Immediate GOOD
• Smoothing: Window [400.66, 394.73, 393.22] -> Median: 394.73
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 4.5 L/d (drain-slow, band 61.7L over 13.9d, 103 pts)
28/03/2026 11:25:17 393.22 394.73 0.0 Valid Immediate GOOD
• Smoothing: Window [394.73, 393.22, 396.13] -> Median: 394.73
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 60.8L over 13.9d, 103 pts)
28/03/2026 14:25:31 396.13 394.73 4.4 Valid Immediate GOOD
• Smoothing: Window [393.22, 396.13, 399.15] -> Median: 396.13
• Monotonic Logic: Rejected small rise of 1.4L. Future plummeted back to baseline inside window (1.1d). Clamped to 394.7
• Usage Rate: 4.4 L/d (drain-slow, band 60.5L over 13.9d, 103 pts)
28/03/2026 17:25:47 399.15 394.73 4.3 Valid Immediate FAIR
• Smoothing: Window [396.13, 399.15, 396.13] -> Median: 396.13
• Monotonic Logic: Rejected small rise of 1.4L. Future plummeted back to baseline inside window (1.0d). Clamped to 394.7
• Usage Rate: 4.3 L/d (drain-slow, band 59.1L over 13.9d, 103 pts)
28/03/2026 20:26:01 396.13 394.73 4.2 Valid Immediate GOOD
• Smoothing: Window [399.15, 396.13, 391.71] -> Median: 396.13
• Monotonic Logic: Rejected small rise of 1.4L. Future plummeted back to baseline inside window (0.9d). Clamped to 394.7
• Usage Rate: 4.2 L/d (drain-slow, band 57.6L over 13.9d, 103 pts)
28/03/2026 23:26:17 391.71 393.22 0.0 Valid Immediate GOOD
• Smoothing: Window [396.13, 391.71, 393.22] -> Median: 393.22
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 0.0 L/d (flat, band 56.4L over 13.9d, 103 pts)
29/03/2026 02:26:31 393.22 391.71 0.0 Valid Immediate GOOD
• Smoothing: Window [391.71, 393.22, 391.71] -> Median: 391.71
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 0.0 L/d (flat, band 56.4L over 13.9d, 103 pts)
29/03/2026 05:26:46 391.71 391.71 4.2 Valid Immediate GOOD
• Smoothing: Window [393.22, 391.71, 390.20] -> Median: 391.71
• Stability Filter: No change in volume.
• Usage Rate: 4.2 L/d (drain-slow, band 57.3L over 13.8d, 103 pts)
29/03/2026 08:27:01 390.20 390.20 4.4 Valid Immediate GOOD
• Smoothing: Window [391.71, 390.20, 385.78] -> Median: 390.20
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 4.4 L/d (drain-slow, band 59.5L over 13.9d, 104 pts)
29/03/2026 11:27:15 385.78 390.20 0.0 Valid Immediate FAIR
• Smoothing: Window [390.20, 385.78, 381.25] -> Median: 385.78
• Stability Filter: Clamped minor wobble drop of 4.4L back to stable level. Future rebound returned near baseline in 0.4d after a short wobble.
• Usage Rate: 0.0 L/d (flat, band 59.4L over 13.9d, 104 pts)
29/03/2026 14:27:30 381.25 390.20 4.3 Valid Immediate FAIR
• Smoothing: Window [385.78, 381.25, 388.69] -> Median: 385.78
• Stability Filter: Clamped minor wobble drop of 4.4L back to stable level. Future rebound returned near baseline in 0.3d after a short wobble.
• Usage Rate: 4.3 L/d (drain-slow, band 59.0L over 13.9d, 104 pts)
29/03/2026 17:27:45 388.69 388.69 0.0 Valid Immediate GOOD
• Smoothing: Window [381.25, 388.69, 381.25] -> Median: 381.25
• Stability Filter: Median artifact detected. Rescued Raw Value (388.7L).
• Usage Rate: 0.0 L/d (flat, band 58.0L over 13.9d, 104 pts)
29/03/2026 20:28:00 381.25 388.69 4.3 Valid Immediate FAIR
• Smoothing: Window [388.69, 381.25, 390.20] -> Median: 388.69
• Stability Filter: No change in volume.
• Usage Rate: 4.3 L/d (drain-slow, band 58.5L over 13.9d, 104 pts)
29/03/2026 23:28:15 390.20 382.76 4.3 Valid Immediate FAIR
• Smoothing: Window [381.25, 390.20, 382.76] -> Median: 382.76
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 4.3 L/d (drain-slow, band 58.5L over 13.9d, 104 pts)
30/03/2026 05:28:44 382.76 382.76 0.0 Valid Immediate GOOD
• Smoothing: Window [390.20, 382.76, 381.25] -> Median: 382.76
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 56.5L over 13.9d, 103 pts)
30/03/2026 08:28:59 381.25 381.25 4.2 Valid Immediate GOOD
• Smoothing: Window [382.76, 381.25, 381.25] -> Median: 381.25
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 4.2 L/d (drain-slow, band 57.7L over 13.9d, 103 pts)
30/03/2026 11:29:14 381.25 381.25 4.2 Valid Immediate GOOD
• Smoothing: Window [381.25, 381.25, 379.74] -> Median: 381.25
• Stability Filter: No change in volume.
• Usage Rate: 4.2 L/d (drain-slow, band 57.7L over 13.9d, 103 pts)
30/03/2026 14:29:29 379.74 381.25 0.0 Valid Immediate GOOD
• Smoothing: Window [381.25, 379.74, 381.25] -> Median: 381.25
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 56.5L over 13.9d, 103 pts)
30/03/2026 17:29:45 381.25 381.25 4.2 Valid Immediate GOOD
• Smoothing: Window [379.74, 381.25, 379.74] -> Median: 379.74
• Stability Filter: Median artifact detected. Rescued Raw Value (381.3L).
• Usage Rate: 4.2 L/d (drain-slow, band 57.7L over 13.9d, 103 pts)
30/03/2026 20:29:59 379.74 381.25 4.2 Valid Immediate GOOD
• Smoothing: Window [381.25, 379.74, 378.35] -> Median: 379.74
• Stability Filter: Clamped minor wobble drop of 1.5L back to stable level. Future rebound returned near baseline in 1.1d after a short wobble.
• Usage Rate: 4.2 L/d (drain-slow, band 57.7L over 13.9d, 103 pts)
30/03/2026 23:30:13 378.35 381.25 4.2 Valid Immediate GOOD
• Smoothing: Window [379.74, 378.35, 376.84] -> Median: 378.35
• Stability Filter: Clamped minor wobble drop of 2.9L back to stable level. Future rebound returned near baseline in 1.0d after a short wobble.
• Usage Rate: 4.2 L/d (drain-slow, band 57.7L over 13.9d, 103 pts)
31/03/2026 02:30:28 376.84 381.25 4.4 Valid Immediate FAIR
• Smoothing: Window [378.35, 376.84, 384.27] -> Median: 378.35
• Stability Filter: Clamped minor wobble drop of 2.9L back to stable level. Future rebound returned near baseline in 0.9d after a short wobble.
• Usage Rate: 4.4 L/d (drain-slow, band 60.3L over 13.9d, 103 pts)
31/03/2026 05:30:43 384.27 381.25 4.5 Valid Immediate GOOD
• Smoothing: Window [376.84, 384.27, 379.74] -> Median: 379.74
• Stability Filter: Clamped minor wobble drop of 1.5L back to stable level. Future rebound returned near baseline in 0.8d after a short wobble.
• Usage Rate: 4.5 L/d (drain-slow, band 61.8L over 13.9d, 103 pts)
31/03/2026 08:30:58 379.74 381.25 4.5 Valid Immediate GOOD
• Smoothing: Window [384.27, 379.74, 373.82] -> Median: 379.74
• Stability Filter: Clamped minor wobble drop of 1.5L back to stable level. Future rebound returned near baseline in 0.6d after a short wobble.
• Usage Rate: 4.5 L/d (drain-slow, band 62.1L over 13.9d, 103 pts)
31/03/2026 11:31:12 373.82 381.25 4.6 Valid Immediate FAIR
• Smoothing: Window [379.74, 373.82, 373.82] -> Median: 373.82
• Stability Filter: Clamped minor wobble drop of 7.4L back to stable level. Future rebound returned near baseline in 0.4d after a short wobble.
• Usage Rate: 4.6 L/d (drain-slow, band 63.6L over 13.9d, 103 pts)
31/03/2026 14:31:28 373.82 381.25 4.6 Valid Immediate FAIR
• Smoothing: Window [373.82, 373.82, 376.84] -> Median: 373.82
• Stability Filter: Clamped minor wobble drop of 7.4L back to stable level. Future rebound returned near baseline in 0.3d after a short wobble.
• Usage Rate: 4.6 L/d (drain-slow, band 63.6L over 13.9d, 103 pts)
31/03/2026 17:31:42 376.84 381.25 0.0 Valid Immediate FAIR
• Smoothing: Window [373.82, 376.84, 379.74] -> Median: 376.84
• Stability Filter: Clamped minor wobble drop of 4.4L back to stable level. Future rebound returned near baseline in 0.1d after a short wobble.
• Usage Rate: 0.0 L/d (flat, band 62.5L over 13.9d, 103 pts)
31/03/2026 20:31:58 379.74 381.25 0.0 Valid Immediate GOOD
• Smoothing: Window [376.84, 379.74, 381.25] -> Median: 379.74
• Stability Filter: Clamped minor wobble drop of 1.5L back to stable level. Future rebound returned near baseline in 0.1d after a short wobble.
• Usage Rate: 0.0 L/d (flat, band 62.5L over 13.9d, 103 pts)
31/03/2026 23:32:13 381.25 381.25 0.0 Valid Immediate GOOD
• Smoothing: Window [379.74, 381.25, 381.25] -> Median: 381.25
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 62.5L over 13.8d, 103 pts)
01/04/2026 02:32:27 381.25 381.25 0.0 Valid Immediate GOOD
• Smoothing: Window [381.25, 381.25, 381.25] -> Median: 381.25
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 62.5L over 13.9d, 104 pts)
01/04/2026 05:32:41 381.25 381.25 0.0 Valid Immediate GOOD
• Smoothing: Window [381.25, 381.25, 382.76] -> Median: 381.25
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 62.5L over 13.9d, 104 pts)
01/04/2026 08:32:56 382.76 381.25 0.0 Valid Immediate GOOD
• Smoothing: Window [381.25, 382.76, 373.82] -> Median: 381.25
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 62.5L over 13.9d, 104 pts)
01/04/2026 11:33:12 373.82 381.25 4.5 Valid Immediate FAIR
• Smoothing: Window [382.76, 373.82, 372.30] -> Median: 373.82
• Stability Filter: Clamped minor wobble drop of 7.4L back to stable level. Future rebound returned near baseline in 0.8d after a short wobble.
• Usage Rate: 4.5 L/d (drain-slow, band 62.1L over 13.9d, 104 pts)
01/04/2026 14:33:27 372.30 381.25 4.5 Valid Immediate FAIR
• Smoothing: Window [373.82, 372.30, 373.82] -> Median: 373.82
• Stability Filter: Clamped minor wobble drop of 7.4L back to stable level. Future rebound returned near baseline in 0.6d after a short wobble.
• Usage Rate: 4.5 L/d (drain-slow, band 62.1L over 13.9d, 104 pts)
01/04/2026 17:33:41 373.82 381.25 0.0 Valid Immediate FAIR
• Smoothing: Window [372.30, 373.82, 375.33] -> Median: 373.82
• Stability Filter: Clamped minor wobble drop of 7.4L back to stable level. Future rebound returned near baseline in 0.5d after a short wobble.
• Usage Rate: 0.0 L/d (flat, band 62.5L over 13.9d, 104 pts)
01/04/2026 20:33:56 375.33 375.33 0.0 Valid Immediate GOOD
• Smoothing: Window [373.82, 375.33, 372.30] -> Median: 373.82
• Stability Filter: Median artifact detected. Rescued Raw Value (375.3L).
• Usage Rate: 0.0 L/d (flat, band 62.5L over 13.9d, 104 pts)
01/04/2026 23:34:10 372.30 375.33 0.0 Valid Immediate GOOD
• Smoothing: Window [375.33, 372.30, 372.30] -> Median: 372.30
• Stability Filter: Clamped minor wobble drop of 3.0L back to stable level. Future rebound returned near baseline in 0.3d after a short wobble.
• Usage Rate: 0.0 L/d (flat, band 62.5L over 13.8d, 104 pts)
02/04/2026 02:34:26 372.30 375.33 4.6 Valid Immediate GOOD
• Smoothing: Window [372.30, 372.30, 378.35] -> Median: 372.30
• Stability Filter: Clamped minor wobble drop of 3.0L back to stable level. Future rebound returned near baseline in 0.1d after a short wobble.
• Usage Rate: 4.6 L/d (drain-slow, band 63.4L over 13.9d, 105 pts)
02/04/2026 05:34:40 378.35 375.33 0.0 Valid Immediate GOOD
• Smoothing: Window [372.30, 378.35, 378.35] -> Median: 378.35
• Monotonic Logic: Rejected small rise of 3.0L. Future plummeted back to baseline inside window (1.5d). Clamped to 375.3
• Usage Rate: 0.0 L/d (flat, band 63.9L over 13.9d, 105 pts)
02/04/2026 08:34:56 378.35 375.33 4.6 Valid Immediate GOOD
• Smoothing: Window [378.35, 378.35, 373.82] -> Median: 378.35
• Monotonic Logic: Rejected small rise of 3.0L. Future plummeted back to baseline inside window (1.4d). Clamped to 375.3
• Usage Rate: 4.6 L/d (drain-slow, band 63.3L over 13.9d, 105 pts)
02/04/2026 11:35:11 373.82 373.82 4.7 Valid Immediate GOOD
• Smoothing: Window [378.35, 373.82, 370.79] -> Median: 373.82
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 4.7 L/d (drain-slow, band 63.6L over 13.9d, 105 pts)
02/04/2026 14:35:25 370.79 373.82 0.0 Valid Immediate GOOD
• Smoothing: Window [373.82, 370.79, 375.33] -> Median: 373.82
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 62.4L over 13.9d, 105 pts)
02/04/2026 17:35:40 375.33 375.33 4.6 Valid Immediate GOOD
• Smoothing: Window [370.79, 375.33, 372.30] -> Median: 372.30
• Stability Filter: Median artifact detected. Rescued Raw Value (375.3L).
• Usage Rate: 4.6 L/d (drain-slow, band 62.7L over 13.9d, 105 pts)
02/04/2026 20:35:55 372.30 373.82 0.0 Valid Immediate GOOD
• Smoothing: Window [375.33, 372.30, 373.82] -> Median: 373.82
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 0.0 L/d (flat, band 62.5L over 13.9d, 105 pts)
02/04/2026 23:36:10 373.82 372.30 4.6 Valid Immediate GOOD
• Smoothing: Window [372.30, 373.82, 370.79] -> Median: 372.30
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 4.6 L/d (drain-slow, band 62.8L over 13.8d, 105 pts)
03/04/2026 02:36:25 370.79 372.30 4.6 Valid Immediate GOOD
• Smoothing: Window [373.82, 370.79, 372.30] -> Median: 372.30
• Stability Filter: No change in volume.
• Usage Rate: 4.6 L/d (drain-slow, band 63.3L over 13.9d, 106 pts)
03/04/2026 05:36:41 372.30 370.79 0.0 Valid Immediate GOOD
• Smoothing: Window [370.79, 372.30, 367.89] -> Median: 370.79
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 0.0 L/d (flat, band 62.5L over 13.9d, 106 pts)
03/04/2026 08:36:55 367.89 369.40 0.0 Valid Immediate GOOD
• Smoothing: Window [372.30, 367.89, 369.40] -> Median: 369.40
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 0.0 L/d (flat, band 62.5L over 13.9d, 106 pts)
03/04/2026 11:37:10 369.40 369.40 0.0 Valid Immediate GOOD
• Smoothing: Window [367.89, 369.40, 364.87] -> Median: 367.89
• Stability Filter: Median artifact detected. Rescued Raw Value (369.4L).
• Usage Rate: 0.0 L/d (flat, band 62.5L over 13.9d, 106 pts)
03/04/2026 14:37:25 364.87 369.40 4.5 Valid Immediate FAIR
• Smoothing: Window [369.40, 364.87, 367.89] -> Median: 367.89
• Stability Filter: Clamped minor wobble drop of 1.5L back to stable level. Future rebound returned near baseline in 0.6d after a short wobble.
• Usage Rate: 4.5 L/d (drain-slow, band 61.8L over 13.9d, 106 pts)
03/04/2026 17:37:39 367.89 367.89 4.5 Valid Immediate GOOD
• Smoothing: Window [364.87, 367.89, 366.38] -> Median: 366.38
• Stability Filter: Median artifact detected. Rescued Raw Value (367.9L).
• Usage Rate: 4.5 L/d (drain-slow, band 61.8L over 13.9d, 106 pts)
03/04/2026 20:37:54 366.38 367.89 0.0 Valid Immediate GOOD
• Smoothing: Window [367.89, 366.38, 361.96] -> Median: 366.38
• Stability Filter: Clamped minor wobble drop of 1.5L back to stable level. Future rebound returned near baseline in 0.4d after a short wobble.
• Usage Rate: 0.0 L/d (flat, band 62.5L over 13.9d, 106 pts)
03/04/2026 23:38:09 361.96 367.89 4.5 Valid Immediate FAIR
• Smoothing: Window [366.38, 361.96, 370.79] -> Median: 366.38
• Stability Filter: Clamped minor wobble drop of 1.5L back to stable level. Future rebound returned near baseline in 0.3d after a short wobble.
• Usage Rate: 4.5 L/d (drain-slow, band 61.8L over 13.8d, 106 pts)
04/04/2026 02:38:24 370.79 367.89 4.5 Valid Immediate GOOD
• Smoothing: Window [361.96, 370.79, 366.38] -> Median: 366.38
• Stability Filter: Clamped minor wobble drop of 1.5L back to stable level. Future rebound returned near baseline in 0.1d after a short wobble.
• Usage Rate: 4.5 L/d (drain-slow, band 61.6L over 13.9d, 107 pts)
04/04/2026 05:38:39 366.38 369.40 4.4 Valid Immediate GOOD
• Smoothing: Window [370.79, 366.38, 369.40] -> Median: 369.40
• Monotonic Logic: Accepted Small Sustained Top-up Rise of 1.5L. Future confirms sustain (End of data).
• Usage Rate: 4.4 L/d (drain-slow, band 60.2L over 13.9d, 107 pts)
04/04/2026 08:38:54 369.40 366.38 4.4 Valid Immediate GOOD
• Smoothing: Window [366.38, 369.40, 363.36] -> Median: 366.38
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 4.4 L/d (drain-slow, band 60.2L over 13.9d, 107 pts)
04/04/2026 11:39:08 363.36 363.36 0.0 Valid Immediate GOOD
• Smoothing: Window [369.40, 363.36, 363.36] -> Median: 363.36
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 0.0 L/d (flat, band 61.1L over 13.9d, 107 pts)
04/04/2026 17:39:38 363.36 363.36 0.0 Valid Immediate GOOD
• Smoothing: Window [363.36, 363.36, 358.94] -> Median: 363.36
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 59.6L over 13.9d, 106 pts)
04/04/2026 20:39:53 358.94 361.96 4.4 Valid Immediate GOOD
• Smoothing: Window [363.36, 358.94, 361.96] -> Median: 361.96
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 4.4 L/d (drain-slow, band 59.6L over 13.9d, 106 pts)
04/04/2026 23:40:09 361.96 361.96 0.0 Valid Immediate GOOD
• Smoothing: Window [358.94, 361.96, 363.36] -> Median: 361.96
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 59.5L over 13.8d, 106 pts)
05/04/2026 05:40:39 363.36 361.96 4.4 Valid Immediate GOOD
• Smoothing: Window [361.96, 363.36, 360.45] -> Median: 361.96
• Stability Filter: No change in volume.
• Usage Rate: 4.4 L/d (drain-slow, band 59.5L over 13.9d, 106 pts)
05/04/2026 08:40:54 360.45 361.96 4.3 Valid Immediate GOOD
• Smoothing: Window [363.36, 360.45, 357.43] -> Median: 360.45
• Stability Filter: Clamped minor wobble drop of 1.5L back to stable level. Future rebound returned near baseline in 0.5d after a short wobble.
• Usage Rate: 4.3 L/d (drain-slow, band 58.8L over 13.9d, 106 pts)
05/04/2026 11:41:09 357.43 361.96 4.3 Valid Immediate FAIR
• Smoothing: Window [360.45, 357.43, 358.94] -> Median: 358.94
• Stability Filter: Clamped minor wobble drop of 3.0L back to stable level. Future rebound returned near baseline in 0.4d after a short wobble.
• Usage Rate: 4.3 L/d (drain-slow, band 58.9L over 13.9d, 106 pts)
05/04/2026 14:41:23 358.94 361.96 4.3 Valid Immediate GOOD
• Smoothing: Window [357.43, 358.94, 363.36] -> Median: 358.94
• Stability Filter: Clamped minor wobble drop of 3.0L back to stable level. Future rebound returned near baseline in 0.3d after a short wobble.
• Usage Rate: 4.3 L/d (drain-slow, band 58.9L over 13.9d, 106 pts)
05/04/2026 17:41:38 363.36 363.36 4.3 Valid Immediate GOOD
• Smoothing: Window [358.94, 363.36, 360.45] -> Median: 360.45
• Stability Filter: Median artifact detected. Rescued Raw Value (363.4L).
• Usage Rate: 4.3 L/d (drain-slow, band 58.9L over 13.9d, 106 pts)
05/04/2026 20:41:54 360.45 361.96 4.4 Valid Immediate GOOD
• Smoothing: Window [363.36, 360.45, 361.96] -> Median: 361.96
• Stability Filter: Accepted drop. Future confirms drop (No rebound).
• Usage Rate: 4.4 L/d (drain-slow, band 58.9L over 13.9d, 106 pts)
05/04/2026 23:42:09 361.96 361.96 0.0 Valid Immediate GOOD
• Smoothing: Window [360.45, 361.96, 361.96] -> Median: 361.96
• Stability Filter: No change in volume.
• Usage Rate: 0.0 L/d (flat, band 58.1L over 13.9d, 106 pts)