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/ root / Lilac / Patio / Patio Humidity | RoC: -7.76 - 4.03 (%/hr)

/ root / Lilac / Patio / Patio Humidity

No anomalies occurred in the selected time period — showing the most recent historical anomalies for this sensor.

Timestamp	Severity	Type	Value	Baseline	% vs Base	Rate of Change	Z-Value	Z-Rate	Confidence
11/01/26 01:42:33	CRITICAL	Extreme Rate Spike	83.6 %/hr	78.96	+5.9%	0.194	1.15	41.95	100%
10/31/26 06:01:19	WARNING	Rate Spike	79.9 %/hr	79.26	+0.8%	0.031	0.11	7.37	37.5%
10/31/26 05:31:03	CRITICAL	Extreme Rate Spike	72.3 %/hr	79.51	-9.1%	-0.033	-1.25	-8.7	50.4%
10/30/26 16:03:46	WARNING	Rate Spike	62.9 %/hr	78.26	-19.6%	-0.015	-2.4	-5.4	40.4%
10/30/26 06:33:39	CRITICAL	Extreme Rate Spike	81.6 %/hr	79.06	+3.2%	0.017	0.45	7.66	40.8%
10/30/26 04:00:00	WARNING	Forecast Divergence	83.7 %/hr	89.652	-6.64%	0.334	2.82	-	99.5%
10/27/26 15:14:50	WARNING	Forecast Divergence	46.5 %/hr	34.589	+34.44%	-4.957	2.76	-	99.5%
10/27/26 14:14:17	CRITICAL	Forecast Divergence (Critical)	50.7 %/hr	32.326	+56.84%	-6.103	4.43	-	99.5%
10/27/26 12:13:08	WARNING	Forecast Divergence	55.9 %/hr	44.931	+24.41%	-0.45	2.8	-	99.5%
10/27/26 11:12:34	WARNING	Forecast Divergence	62.4 %/hr	50.611	+23.29%	0.97	2.99	-	99.5%
10/27/26 09:11:27	CRITICAL	Extreme Rate Spike	61.8 %/hr	53.97	+14.5%	-0.042	0.6	-11.5	60.8%
10/27/26 09:06:24	WARNING	Forecast Divergence	74.6 %/hr	61.821	+20.67%	2.278	3.21	-	99.5%
10/27/26 08:10:50	CRITICAL	Forecast Divergence (Critical)	74.5 %/hr	56.89	+30.95%	1.26	3.92	-	99.5%
10/27/26 07:00:10	WARNING	Rate Spike	72.1 %/hr	51.74	+39.3%	0.019	1.73	5.01	34.7%
10/26/26 19:07:51	WARNING	Forecast Divergence	41.6 %/hr	25.615	+62.4%	-3.508	2.83	-	99.5%
10/25/26 13:42:41	CRITICAL	Forecast Divergence (Critical)	43.9 %/hr	71.594	-38.68%	-3.462	12.42	-	99.5%
10/25/26 12:57:15	CRITICAL	Forecast Divergence (Critical)	44.1 %/hr	52.895	-16.63%	-12.389	7.63	-	99.5%
10/25/26 11:56:39	CRITICAL	Forecast Divergence (Critical)	63 %/hr	67.09	-6.1%	-7.129	3.6	-	99.5%
10/25/26 09:04:31	CRITICAL	Extreme Rate Spike	77.2 %/hr	58.54	+31.9%	0.025	1.15	7.94	46.1%
10/25/26 08:59:28	WARNING	Rate Spike	69.6 %/hr	58.42	+19.1%	0.017	0.69	5.48	31.2%
10/16/26 10:38:23	WARNING	Rate Spike	50.8 %/hr	73.7	-31.1%	-0.023	-2.24	-6.97	47.3%
10/16/26 10:33:20	WARNING	Rate Spike	57.9 %/hr	73.77	-21.5%	-0.022	-1.56	-7.01	43.7%
10/16/26 09:42:53	WARNING	Rate Spike	61.6 %/hr	74.35	-17.1%	-0.017	-1.27	-5.86	36.4%
10/15/26 16:38:19	CRITICAL	Extreme Rate Spike	62.9 %/hr	69.86	-10%	0.019	-0.69	8.25	45.1%
10/09/26 11:42:42	WARNING	Rate Spike	48.3 %/hr	61.67	-21.7%	-0.02	-0.87	-6.05	35%
10/05/26 08:13:45	WARNING	Rate Spike	77.9 %/hr	83.88	-7.1%	-0.008	-1.1	-5.51	33.6%
10/05/26 06:53:01	WARNING	Rate Spike	77.3 %/hr	84.57	-8.6%	0.008	-1.31	6.26	38.6%
10/04/26 17:15:39	WARNING	Value Deviation	75.2 %/hr	89.72	-16.2%	0.008	-4.53	-	50.4%
10/04/26 17:10:37	WARNING	Value Deviation	72.9 %/hr	89.77	-18.8%	-0.005	-5.53	-	61.5%
10/04/26 17:05:34	WARNING	Value Deviation	74.4 %/hr	89.82	-17.2%	-0.007	-5.29	-	58.7%
10/04/26 17:00:31	WARNING	Value Deviation	76.5 %/hr	89.87	-14.9%	-0.003	-4.75	-	52.8%
10/04/26 16:55:28	WARNING	Value Deviation	77.5 %/hr	89.91	-13.8%	0.001	-4.56	-	50.7%
10/04/26 16:50:26	WARNING	Value Deviation	77.1 %/hr	89.95	-14.3%	0	-4.91	-	54.5%
10/04/26 16:45:23	WARNING	Value Deviation	77 %/hr	89.99	-14.4%	-0.002	-5.18	-	57.5%
10/04/26 16:40:20	WARNING	Value Deviation	77.5 %/hr	90.03	-13.9%	-0.003	-5.21	-	57.9%
10/04/26 16:35:17	WARNING	Value Deviation	78.5 %/hr	90.06	-12.8%	0	-5.01	-	55.6%
10/04/26 16:30:15	WARNING	Value Deviation	78.4 %/hr	90.09	-13%	-0.001	-5.29	-	58.8%
10/04/26 16:25:12	WARNING	Value Deviation	78.6 %/hr	90.13	-12.8%	-0.002	-5.46	-	60.7%
10/04/26 16:20:09	WARNING	Value Deviation	79.1 %/hr	90.16	-12.3%	-0.002	-5.5	-	61.1%
10/04/26 16:15:06	WARNING	Value Deviation	79.8 %/hr	90.19	-11.5%	-0.002	-5.4	-	60.1%
10/04/26 16:10:04	WARNING	Value Deviation	80.5 %/hr	90.22	-10.8%	-0.004	-5.28	-	58.7%
10/04/26 16:05:01	WARNING	Value Deviation	81.7 %/hr	90.24	-9.5%	0.002	-4.73	-	52.6%
10/04/26 15:59:58	WARNING	Value Deviation	81.2 %/hr	90.27	-10%	-0.004	-5.02	-	55.8%
10/04/26 15:39:47	WARNING	Value Deviation	82.2 %/hr	90.36	-9%	-0.002	-4.52	-	50.2%
10/04/26 14:14:01	WARNING	Rate Spike	88 %/hr	90.62	-2.9%	-0.002	-1.45	-5.32	34.6%
10/02/26 12:32:03	CRITICAL	Extreme Rate Spike	76.8 %/hr	86.31	-11%	-0.011	-3.52	-9.86	68.9%
09/30/26 14:57:05	CRITICAL	Extreme Rate Spike	61.7 %/hr	58.75	+5%	0.022	0.23	11.45	58.5%
09/29/26 11:37:16	WARNING	Rate Spike	53.3 %/hr	55.98	-4.8%	-0.013	-0.22	-5.61	29.3%
09/29/26 11:07:00	WARNING	Rate Spike	59 %/hr	56.12	+5.1%	-0.011	0.24	-5.08	26.7%
09/27/26 18:59:53	CRITICAL	Extreme Rate Spike	62.4 %/hr	50.62	+23.3%	0.02	1.18	8.12	47.2%
09/27/26 18:24:34	CRITICAL	Extreme Rate Spike	55 %/hr	50.11	+9.8%	0.025	0.48	13.53	70.3%
09/23/26 19:17:19	WARNING	Rate Spike	65.2 %/hr	51.12	+27.5%	0.016	1.45	5.13	33.7%
09/23/26 18:47:03	CRITICAL	Extreme Rate Spike	50 %/hr	50.77	-1.5%	0.035	-0.08	16.74	84.1%
09/21/26 18:55:36	CRITICAL	Extreme Rate Spike	47 %/hr	54.08	-13.1%	0.036	-0.47	11.55	60.4%
09/20/26 18:22:16	WARNING	Rate Spike	48.1 %/hr	49.92	-3.6%	0.014	-0.2	5.08	26.5%
09/20/26 18:17:13	CRITICAL	Extreme Rate Spike	43.9 %/hr	49.9	-12%	0.031	-0.64	15.17	79.4%
09/10/26 16:18:24	WARNING	Rate Spike	71.7 %/hr	52.38	+36.9%	0.024	1.4	7.11	43.3%
09/10/26 16:13:22	WARNING	Rate Spike	64.6 %/hr	52.28	+23.6%	0.021	0.89	7.01	40%
09/10/26 16:08:19	WARNING	Rate Spike	58.1 %/hr	52.2	+11.3%	0.017	0.43	5.8	31.4%
09/10/26 15:33:00	CRITICAL	Extreme Rate Spike	44.3 %/hr	51.88	-14.6%	0.027	-0.54	12.18	63.9%
09/07/26 12:12:05	WARNING	Rate Spike	40.4 %/hr	52.59	-23.2%	-0.012	-0.93	-4.63	40.9%
09/07/26 10:56:25	CRITICAL	Extreme Rate Spike	50.2 %/hr	53.54	-6.2%	-0.012	-0.25	-5.31	40%
09/05/26 11:03:52	WARNING	Rate Spike	51.1 %/hr	56.71	-9.9%	-0.012	-0.43	-4.77	37.7%
09/05/26 05:40:56	WARNING	Rate Spike	71.4 %/hr	59.15	+20.7%	0.008	0.78	3.79	33.6%
09/04/26 12:41:37	WARNING	Rate Spike	48.7 %/hr	66.35	-26.6%	-0.011	-1.56	-3.97	41.4%
09/03/26 15:50:00	WARNING	Rate Spike	50.5 %/hr	55.33	-8.7%	-0.01	-0.36	-4.31	33.8%
09/02/26 11:18:55	WARNING	Rate Spike	44.1 %/hr	48.56	-9.2%	-0.01	-0.39	-4.36	34.4%
09/01/26 19:44:46	WARNING	Rate Spike	39.3 %/hr	45.89	-14.4%	0.007	-0.59	3.68	31.2%
08/31/26 17:10:02	WARNING	Rate Spike	30.7 %/hr	41.88	-26.7%	0.009	-0.83	4.15	36.6%
08/31/26 10:46:32	WARNING	Rate Spike	41.7 %/hr	42.92	-2.8%	-0.009	-0.09	-4.28	31.3%
08/28/26 13:44:04	WARNING	Rate Spike	30 %/hr	46.53	-35.5%	-0.009	-1.47	-3.61	38%
08/26/26 18:05:27	CRITICAL	Extreme Rate Spike	43.6 %/hr	42.1	+3.6%	0.026	0.17	12.23	88.8%
08/25/26 11:13:43	WARNING	Rate Spike	47.5 %/hr	33.62	+41.3%	-0.013	1.04	-4.79	42.9%
08/25/26 09:12:37	WARNING	Value Deviation	67.1 %/hr	32.19	+108.4%	-0.003	3.09	-	51.6%
08/25/26 09:07:35	WARNING	Value Deviation	68 %/hr	32.11	+111.8%	0.005	3.23	-	53.8%
08/25/26 09:02:32	WARNING	Value Deviation	66.5 %/hr	32.04	+107.6%	-0.008	3.15	-	52.4%
08/25/26 08:57:29	WARNING	Value Deviation	68.9 %/hr	31.95	+115.6%	0.001	3.43	-	57.2%
08/25/26 08:52:26	WARNING	Value Deviation	68.6 %/hr	31.87	+115.2%	0.004	3.47	-	57.8%
08/25/26 08:47:24	WARNING	Value Deviation	67.5 %/hr	31.79	+112.3%	0.007	3.43	-	57.2%
08/25/26 08:42:21	WARNING	Value Deviation	65.4 %/hr	31.72	+106.2%	-0.005	3.29	-	54.8%
08/25/26 08:37:18	WARNING	Value Deviation	66.8 %/hr	31.65	+111.1%	0.004	3.49	-	58.2%
08/25/26 08:32:15	WARNING	Value Deviation	65.7 %/hr	31.58	+108.1%	0	3.45	-	57.4%
08/25/26 08:27:12	WARNING	Value Deviation	65.7 %/hr	31.5	+108.5%	-0.006	3.52	-	58.6%
08/25/26 08:22:10	WARNING	Value Deviation	67.4 %/hr	31.43	+114.5%	0.006	3.77	-	62.9%
08/25/26 08:17:07	CRITICAL	Extreme Rate Spike	65.5 %/hr	31.36	+108.9%	0.02	3.65	9.73	99.9%
08/25/26 08:12:04	CRITICAL	Extreme Rate Spike	59.3 %/hr	31.31	+89.4%	0.023	3.03	14.3	100%
08/23/26 06:45:17	WARNING	Rate Spike	58.1 %/hr	44.06	+31.9%	-0.01	1.19	-4.11	39.3%
08/22/26 03:50:37	WARNING	Rate Spike	60.2 %/hr	46.45	+29.6%	0.007	1.24	3.59	36%
08/19/26 13:14:32	WARNING	Rate Spike	27.9 %/hr	38.64	-27.8%	-0.008	-0.86	-4.41	38.6%
08/19/26 10:43:10	WARNING	Rate Spike	41 %/hr	38.54	+6.4%	-0.008	0.2	-4.79	35.9%
08/18/26 09:19:22	WARNING	Rate Spike	44.5 %/hr	37.45	+18.8%	-0.009	0.84	-5.08	43.3%
08/17/26 06:23:48	WARNING	Rate Spike	50.4 %/hr	36.52	+38%	0.01	0.98	4.34	39.2%
08/16/26 09:52:41	WARNING	Rate Spike	44.1 %/hr	49.59	-11.1%	-0.008	-0.49	-3.64	30.1%
08/14/26 10:21:46	WARNING	Rate Spike	53.6 %/hr	47.48	+12.9%	-0.008	0.45	-4.26	34.2%
08/10/26 22:46:01	WARNING	Rate Spike	54.2 %/hr	52.67	+2.9%	0.009	0.11	4.12	30.4%
08/08/26 07:51:51	WARNING	Rate Spike	69.4 %/hr	49.69	+39.7%	0.008	1.54	3.62	38.7%
08/07/26 12:21:15	WARNING	Rate Spike	41.3 %/hr	48.1	-14.1%	-0.011	-0.42	-3.81	30.8%
08/06/26 13:37:58	CRITICAL	Extreme Rate Spike	27.3 %/hr	47.21	-42.2%	-0.017	-1.73	-7.27	66.3%
08/06/26 10:56:23	WARNING	Rate Spike	46.7 %/hr	48.75	-4.2%	-0.008	-0.18	-3.67	27.7%
08/04/26 13:05:37	WARNING	Rate Spike	40.1 %/hr	45.38	-11.6%	-0.009	-0.4	-4.34	34.4%
08/03/26 10:36:12	WARNING	Rate Spike	45.6 %/hr	48.53	-6%	-0.012	-0.22	-4.37	33%
08/03/26 10:16:01	WARNING	Rate Spike	50.4 %/hr	48.7	+3.5%	-0.011	0.12	-3.98	29.5%
08/03/26 09:00:20	CRITICAL	Extreme Rate Spike	66.3 %/hr	48.96	+35.4%	-0.014	1.25	-5.67	50.9%
08/01/26 02:04:46	WARNING	Rate Spike	46.8 %/hr	46.62	+0.4%	0.008	0.01	4.56	32.7%
07/30/26 13:34:30	WARNING	Rate Spike	41 %/hr	52.66	-22.1%	-0.01	-0.98	-3.87	35.8%
07/29/26 13:16:13	WARNING	Rate Spike	42.8 %/hr	52.82	-19%	-0.008	-0.76	-3.55	31.6%
07/26/26 11:55:57	WARNING	Rate Spike	46.6 %/hr	51.43	-9.4%	-0.008	-0.45	-3.75	30.5%
07/25/26 09:41:34	CRITICAL	Extreme Rate Spike	58 %/hr	67.95	-14.6%	-0.01	-1.37	-5.38	49.9%
07/25/26 09:31:29	WARNING	Rate Spike	61.2 %/hr	68.07	-10.1%	-0.009	-0.94	-4.67	41.2%

/ root / Lilac / Patio / Patio Humidity

📈 Forecast Chart All Sensors ↗

🔮 Next Short Forecast (+1h)

70.217 %/hr (+1.45)

Target: 18:29 · 80% Cone: [68.31 – 72.13]

🔭 Next Long Forecast (+4h)

76.037 %/hr (+7.28)

Target: 21:29 · 80% Cone: [73.47 – 78.6]

🎯 Out-of-Sample Accuracy

68.3% (63 checked)

MAE: 5.924 %/hr · RMSE: 7.865 %/hr · Fit R²=0.96

🚨 Historical Failures & Drift

13 diverged ⚡ 13 anom

13 minor drift · Max Z-Error: 12.51σ

Target Time	Predicted At	Horizon	Model & R²	Start Value	Predicted (80% Cone)	Actual Reading	Error (Actual − Pred)	Z-Error	Outcome
11/02/26 21:29:06 (in 3.7h)	11/02 17:33:11	+4h	Diurnal + Trend R²=0.97	68.762 %/hr	76.037 %/hr [73.47 – 78.6]	⏳ Waiting	-	-	⏳ Pending
11/02/26 18:29:06 (in 42m)	11/02 17:33:11	+1h	Diurnal + Trend R²=0.97	68.762 %/hr	70.217 %/hr [68.31 – 72.13]	⏳ Waiting	-	-	⏳ Pending
11/02/26 07:46:40	11/02 03:48:39	+4h	Diurnal + Trend R²=0.96	84.483 %/hr	82.762 %/hr [80.56 – 84.96]	82.7 %/hr	-0.062 %/hr	0.04σ	✓ Accurate
11/02/26 04:46:40	11/02 03:48:39	+1h	Diurnal + Trend R²=0.96	84.483 %/hr	84.142 %/hr [82.5 – 85.78]	85.6 %/hr	+1.458 %/hr	1.14σ	✓ Accurate

Target Time	Predicted At	Horizon	Model & R²	Start Value	Predicted (80% Cone)	Actual Reading	Error (Actual − Pred)	Z-Error	Outcome
11/02/26 21:29:06 (in 3.7h)	11/02 17:33:11	+4h	Diurnal + Trend R²=0.97	68.762 %/hr	76.037 %/hr [73.47 – 78.6]	⏳ Waiting	-	-	⏳ Pending
11/02/26 18:29:06 (in 42m)	11/02 17:33:11	+1h	Diurnal + Trend R²=0.97	68.762 %/hr	70.217 %/hr [68.31 – 72.13]	⏳ Waiting	-	-	⏳ Pending
11/02/26 07:46:40	11/02 03:48:39	+4h	Diurnal + Trend R²=0.96	84.483 %/hr	82.762 %/hr [80.56 – 84.96]	82.7 %/hr	-0.062 %/hr	0.04σ	✓ Accurate
11/02/26 04:46:40	11/02 03:48:39	+1h	Diurnal + Trend R²=0.96	84.483 %/hr	84.142 %/hr [82.5 – 85.78]	85.6 %/hr	+1.458 %/hr	1.14σ	✓ Accurate
10/30/26 08:00:00	10/30 04:02:08	+4h	Diurnal + Trend R²=0.98	83.221 %/hr	88.756 %/hr [86.11 – 91.41]	85.7 %/hr	-3.056 %/hr	1.47σ	✓ Accurate
10/30/26 05:00:00	10/30 04:02:08	+1h	Diurnal + Trend R²=0.98	83.221 %/hr	84.698 %/hr [82.73 – 86.67]	82.7 %/hr	-1.998 %/hr	1.29σ	✓ Accurate
10/30/26 04:09:09	10/30 00:17:04	+4h	Diurnal + Trend R²=0.98	82.81 %/hr	89.652 %/hr [86.97 – 92.33]	83.7 %/hr	-5.952 %/hr	2.82σ	⚡ Anomaly Logged
10/30/26 01:09:09	10/30 00:17:04	+1h	Diurnal + Trend R²=0.98	82.81 %/hr	84.6 %/hr [82.61 – 86.59]	No reading	-	-	No Reading
10/28/26 18:33:51	10/28 14:46:21	+4h	Diurnal + Trend R²=0.96	58.193 %/hr	53.459 %/hr [49.5 – 57.42]	61.2 %/hr	+7.741 %/hr	2.49σ	~ Minor Drift
10/28/26 15:33:51	10/28 14:46:21	+1h	Diurnal + Trend R²=0.96	58.193 %/hr	54.4 %/hr [51.45 – 57.35]	52.5 %/hr	-1.9 %/hr	0.82σ	✓ Accurate
10/28/26 03:12:11	10/28 02:12:11	+1h	Diurnal + Trend R²=0.95	68.893 %/hr	71.198 %/hr [67.27 – 75.12]	72.7 %/hr	+1.502 %/hr	0.49σ	✓ Accurate
10/28/26 03:10:33	10/27 23:10:33	+4h	Diurnal + Trend R²=0.95	58.729 %/hr	63.184 %/hr [57.78 – 68.59]	72.7 %/hr	+9.516 %/hr	2.24σ	~ Minor Drift
10/28/26 02:11:38	10/28 01:11:38	+1h	Diurnal + Trend R²=0.95	62.998 %/hr	64.731 %/hr [60.95 – 68.51]	70.4 %/hr	+5.669 %/hr	1.91σ	~ Minor Drift
10/28/26 02:10:00	10/27 22:10:00	+4h	Diurnal + Trend R²=0.95	59.879 %/hr	62.615 %/hr [57.23 – 68]	70.4 %/hr	+7.785 %/hr	1.84σ	~ Minor Drift
10/28/26 01:11:06	10/28 00:11:06	+1h	Diurnal + Trend R²=0.95	59.351 %/hr	60.092 %/hr [56.03 – 64.15]	67.1 %/hr	+7.008 %/hr	2.2σ	~ Minor Drift
10/28/26 01:09:28	10/27 21:09:28	+4h	Diurnal + Trend R²=0.95	59.01 %/hr	62.268 %/hr [56.87 – 67.67]	67.1 %/hr	+4.832 %/hr	1.14σ	✓ Accurate
10/28/26 00:10:33	10/27 23:10:33	+1h	Diurnal + Trend R²=0.95	58.729 %/hr	58.955 %/hr [54.93 – 62.98]	61.3 %/hr	+2.345 %/hr	0.74σ	✓ Accurate
10/28/26 00:08:55	10/27 20:08:55	+4h	Diurnal + Trend R²=0.95	54.818 %/hr	60.18 %/hr [54.65 – 65.71]	61.3 %/hr	+1.12 %/hr	0.26σ	✓ Accurate
10/27/26 23:13:25	10/27 19:13:25	+4h	Diurnal + Trend R²=0.95	50.002 %/hr	56.935 %/hr [51.43 – 62.44]	59.1 %/hr	+2.165 %/hr	0.5σ	✓ Accurate
10/27/26 23:10:00	10/27 22:10:00	+1h	Diurnal + Trend R²=0.95	59.879 %/hr	60.641 %/hr [56.64 – 64.65]	59.1 %/hr	-1.541 %/hr	0.49σ	✓ Accurate
10/27/26 22:12:52	10/27 18:12:52	+4h	Diurnal + Trend R²=0.95	46.535 %/hr	54.158 %/hr [48.67 – 59.65]	57.8 %/hr	+3.642 %/hr	0.84σ	✓ Accurate
10/27/26 22:09:28	10/27 21:09:28	+1h	Diurnal + Trend R²=0.95	59.01 %/hr	60.86 %/hr [56.84 – 64.88]	57.3 %/hr	-3.56 %/hr	1.13σ	✓ Accurate
10/27/26 21:12:19	10/27 17:12:19	+4h	Diurnal + Trend R²=0.95	45.462 %/hr	52.087 %/hr [46.58 – 57.6]	59.1 %/hr	+7.013 %/hr	1.62σ	~ Minor Drift
10/27/26 21:08:55	10/27 20:08:55	+1h	Diurnal + Trend R²=0.95	54.818 %/hr	57.303 %/hr [53.19 – 61.42]	58.8 %/hr	+1.497 %/hr	0.46σ	✓ Accurate
10/27/26 20:20:27	10/27 16:30:54	+4h	Diurnal + Trend R²=0.97	44.726 %/hr	54.034 %/hr [49.86 – 58.21]	57.5 %/hr	+3.466 %/hr	1.06σ	✓ Accurate
10/27/26 20:13:25	10/27 19:13:25	+1h	Diurnal + Trend R²=0.95	50.002 %/hr	52.152 %/hr [48.06 – 56.25]	57.2 %/hr	+5.048 %/hr	1.57σ	✓ Accurate
10/27/26 19:12:52	10/27 18:12:52	+1h	Diurnal + Trend R²=0.95	46.535 %/hr	47.819 %/hr [43.74 – 51.9]	50.4 %/hr	+2.581 %/hr	0.81σ	✓ Accurate
10/27/26 19:09:47	10/27 15:09:47	+4h	Diurnal + Trend R²=0.95	46.303 %/hr	46.523 %/hr [40.95 – 52.1]	50.7 %/hr	+4.177 %/hr	0.95σ	✓ Accurate
10/27/26 18:12:19	10/27 17:12:19	+1h	Diurnal + Trend R²=0.95	45.462 %/hr	45.381 %/hr [41.28 – 49.48]	46.9 %/hr	+1.519 %/hr	0.47σ	✓ Accurate
10/27/26 18:04:11	10/27 14:04:11	+4h	Diurnal + Trend R²=0.95	48.842 %/hr	42.586 %/hr [36.97 – 48.2]	46.4 %/hr	+3.814 %/hr	0.86σ	✓ Accurate
10/27/26 17:20:27	10/27 16:30:54	+1h	Diurnal + Trend R²=0.97	44.726 %/hr	44.908 %/hr [41.8 – 48.01]	44.6 %/hr	-0.308 %/hr	0.13σ	✓ Accurate
10/27/26 17:08:40	10/27 13:08:40	+4h	Diurnal + Trend R²=0.96	50.841 %/hr	38.656 %/hr [33.22 – 44.09]	44.3 %/hr	+5.644 %/hr	1.32σ	✓ Accurate
10/27/26 16:13:08	10/27 12:13:08	+4h	Diurnal + Trend R²=0.96	55.533 %/hr	37.063 %/hr [31.56 – 42.57]	44.3 %/hr	+7.237 %/hr	1.67σ	~ Minor Drift
10/27/26 16:09:47	10/27 15:09:47	+1h	Diurnal + Trend R²=0.95	46.303 %/hr	43.217 %/hr [39.07 – 47.37]	43.1 %/hr	-0.117 %/hr	0.04σ	✓ Accurate
10/27/26 15:12:34	10/27 11:12:34	+4h	Diurnal + Trend R²=0.96	58.831 %/hr	34.589 %/hr [29.1 – 40.08]	46.5 %/hr	+11.911 %/hr	2.76σ	⚡ Anomaly Logged
10/27/26 15:04:11	10/27 14:04:11	+1h	Diurnal + Trend R²=0.95	48.842 %/hr	44.03 %/hr [39.85 – 48.21]	44.8 %/hr	+0.77 %/hr	0.24σ	✓ Accurate
10/27/26 14:12:01	10/27 10:12:01	+4h	Diurnal + Trend R²=0.96	60.909 %/hr	32.326 %/hr [27.05 – 37.6]	50.7 %/hr	+18.374 %/hr	4.43σ	⚡ Anomaly Logged
10/27/26 14:08:40	10/27 13:08:40	+1h	Diurnal + Trend R²=0.96	50.841 %/hr	44.783 %/hr [40.74 – 48.83]	51.2 %/hr	+6.417 %/hr	2.02σ	~ Minor Drift
10/27/26 13:13:08	10/27 12:13:08	+1h	Diurnal + Trend R²=0.96	55.533 %/hr	48.925 %/hr [44.83 – 53.03]	50.4 %/hr	+1.475 %/hr	0.46σ	✓ Accurate
10/27/26 13:11:27	10/27 09:11:27	+4h	Diurnal + Trend R²=0.97	71.401 %/hr	41.319 %/hr [36.25 – 46.39]	50.4 %/hr	+9.081 %/hr	2.28σ	~ Minor Drift
10/27/26 12:12:34	10/27 11:12:34	+1h	Diurnal + Trend R²=0.96	58.831 %/hr	51.7 %/hr [47.61 – 55.79]	55.9 %/hr	+4.2 %/hr	1.31σ	✓ Accurate
10/27/26 12:10:50	10/27 08:10:50	+4h	Diurnal + Trend R²=0.97	72.115 %/hr	44.931 %/hr [39.96 – 49.9]	55.9 %/hr	+10.969 %/hr	2.8σ	⚡ Anomaly Logged
10/27/26 11:12:01	10/27 10:12:01	+1h	Diurnal + Trend R²=0.96	60.909 %/hr	53.392 %/hr [49.47 – 57.32]	62.4 %/hr	+9.008 %/hr	2.93σ	⚡ Anomaly Logged
10/27/26 11:10:16	10/27 07:10:16	+4h	Diurnal + Trend R²=0.96	72.329 %/hr	50.611 %/hr [45.59 – 55.63]	62.4 %/hr	+11.789 %/hr	2.99σ	⚡ Anomaly Logged
10/27/26 10:11:27	10/27 09:11:27	+1h	Diurnal + Trend R²=0.97	71.401 %/hr	66.206 %/hr [62.43 – 69.98]	63 %/hr	-3.206 %/hr	1.08σ	✓ Accurate
10/27/26 09:59:07	10/27 05:59:07	+4h	Diurnal + Trend R²=0.96	71.239 %/hr	58.485 %/hr [53.47 – 63.5]	62.5 %/hr	+4.015 %/hr	1.02σ	✓ Accurate
10/27/26 09:10:50	10/27 08:10:50	+1h	Diurnal + Trend R²=0.97	72.115 %/hr	68.65 %/hr [64.95 – 72.35]	61.8 %/hr	-6.85 %/hr	2.36σ	~ Minor Drift
10/27/26 09:08:38	10/27 05:08:38	+4h	Diurnal + Trend R²=0.96	67.954 %/hr	61.821 %/hr [56.77 – 66.88]	74.6 %/hr	+12.779 %/hr	3.21σ	⚡ Anomaly Logged
10/27/26 08:13:07	10/27 04:13:07	+4h	Diurnal + Trend R²=0.95	64.299 %/hr	56.89 %/hr [51.18 – 62.6]	74.5 %/hr	+17.61 %/hr	3.92σ	⚡ Anomaly Logged
10/27/26 08:10:16	10/27 07:10:16	+1h	Diurnal + Trend R²=0.96	72.329 %/hr	70.793 %/hr [67.06 – 74.53]	74.5 %/hr	+3.707 %/hr	1.27σ	✓ Accurate
10/27/26 07:12:33	10/27 03:12:33	+4h	Diurnal + Trend R²=0.95	64.422 %/hr	62.257 %/hr [56.58 – 67.94]	73.1 %/hr	+10.843 %/hr	2.43σ	~ Minor Drift
10/27/26 06:59:07	10/27 05:59:07	+1h	Diurnal + Trend R²=0.96	71.239 %/hr	71.947 %/hr [68.21 – 75.68]	72.1 %/hr	+0.153 %/hr	0.05σ	✓ Accurate
10/27/26 06:08:38	10/27 05:08:38	+1h	Diurnal + Trend R²=0.96	67.954 %/hr	69.419 %/hr [65.66 – 73.18]	72.8 %/hr	+3.381 %/hr	1.15σ	✓ Accurate
10/27/26 05:13:07	10/27 04:13:07	+1h	Diurnal + Trend R²=0.95	64.299 %/hr	64.837 %/hr [60.59 – 69.08]	71.1 %/hr	+6.263 %/hr	1.88σ	~ Minor Drift
10/27/26 04:12:33	10/27 03:12:33	+1h	Diurnal + Trend R²=0.95	64.422 %/hr	66.642 %/hr [62.41 – 70.87]	63.8 %/hr	-2.842 %/hr	0.86σ	✓ Accurate
10/27/26 03:10:14	10/26 23:10:14	+4h	Adaptive LOESS R²=0.93	56.376 %/hr	61.91 %/hr [54.69 – 69.14]	65.9 %/hr	+3.99 %/hr	0.7σ	✓ Accurate
10/27/26 00:10:14	10/26 23:10:14	+1h	Adaptive LOESS R²=0.93	56.376 %/hr	58.539 %/hr [53.16 – 63.92]	55.5 %/hr	-3.039 %/hr	0.72σ	✓ Accurate
10/26/26 23:12:54	10/26 19:12:54	+4h	Adaptive LOESS R²=0.94	41.978 %/hr	46.899 %/hr [39.55 – 54.25]	57.9 %/hr	+11.001 %/hr	1.9σ	~ Minor Drift
10/26/26 20:12:54	10/26 19:12:54	+1h	Adaptive LOESS R²=0.94	41.978 %/hr	43.901 %/hr [38.43 – 49.37]	48.1 %/hr	+4.199 %/hr	0.98σ	✓ Accurate
10/26/26 19:09:54	10/26 15:09:54	+4h	Adaptive LOESS R²=0.94	33.2 %/hr	25.615 %/hr [18.44 – 32.79]	41.6 %/hr	+15.985 %/hr	2.83σ	⚡ Anomaly Logged
10/26/26 16:09:54	10/26 15:09:54	+1h	Adaptive LOESS R²=0.94	33.2 %/hr	30.236 %/hr [24.9 – 35.57]	35.6 %/hr	+5.364 %/hr	1.28σ	✓ Accurate
10/25/26 13:57:15	10/25 12:57:15	+1h	Local LOESS R²=0.99	43.986 %/hr	27.587 %/hr [25.95 – 29.22]	43.6 %/hr	+16.013 %/hr	12.51σ	⚡ Anomaly Logged
10/25/26 13:44:53	10/25 09:44:53	+4h	Local LOESS R²=0.94	79.078 %/hr	71.594 %/hr [68.76 – 74.43]	43.9 %/hr	-27.694 %/hr	12.42σ	⚡ Anomaly Logged
10/25/26 12:56:39	10/25 11:56:39	+1h	Local LOESS R²=0.96	63.362 %/hr	52.895 %/hr [51.42 – 54.37]	44.1 %/hr	-8.795 %/hr	7.63σ	⚡ Anomaly Logged
10/25/26 11:56:06	10/25 10:56:06	+1h	Local LOESS R²=0.93	73.112 %/hr	67.09 %/hr [65.64 – 68.54]	63 %/hr	-4.09 %/hr	3.6σ	⚡ Anomaly Logged
10/25/26 10:44:53	10/25 09:44:53	+1h	Local LOESS R²=0.94	79.078 %/hr	76.153 %/hr [74.04 – 78.26]	74 %/hr	-2.153 %/hr	1.3σ	✓ Accurate
10/20/26 19:40:52	10/20 15:48:46	+4h	Diurnal + Trend R²=0.99	38.851 %/hr	52.301 %/hr [48.81 – 55.79]	No reading	-	-	No Reading
10/20/26 19:19:43	10/20 15:21:31	+4h	Diurnal + Trend R²=0.99	39.193 %/hr	50.313 %/hr [46.87 – 53.76]	No reading	-	-	No Reading
10/20/26 16:40:52	10/20 15:48:46	+1h	Diurnal + Trend R²=0.99	38.851 %/hr	38.234 %/hr [35.64 – 40.83]	No reading	-	-	No Reading
10/20/26 16:19:43	10/20 15:21:31	+1h	Diurnal + Trend R²=0.99	39.193 %/hr	37.876 %/hr [35.31 – 40.44]	No reading	-	-	No Reading

Target Time	Predicted At	Horizon	Model & R²	Start Value	Predicted (80% Cone)	Actual Reading	Error (Actual − Pred)	Z-Error	Outcome
10/30/26 04:09:09	10/30 00:17:04	+4h	Diurnal + Trend R²=0.98	82.81 %/hr	89.652 %/hr [86.97 – 92.33]	83.7 %/hr	-5.952 %/hr	2.82σ	⚡ Anomaly Logged
10/28/26 18:33:51	10/28 14:46:21	+4h	Diurnal + Trend R²=0.96	58.193 %/hr	53.459 %/hr [49.5 – 57.42]	61.2 %/hr	+7.741 %/hr	2.49σ	~ Minor Drift
10/28/26 03:10:33	10/27 23:10:33	+4h	Diurnal + Trend R²=0.95	58.729 %/hr	63.184 %/hr [57.78 – 68.59]	72.7 %/hr	+9.516 %/hr	2.24σ	~ Minor Drift
10/28/26 01:11:06	10/28 00:11:06	+1h	Diurnal + Trend R²=0.95	59.351 %/hr	60.092 %/hr [56.03 – 64.15]	67.1 %/hr	+7.008 %/hr	2.2σ	~ Minor Drift
10/27/26 15:12:34	10/27 11:12:34	+4h	Diurnal + Trend R²=0.96	58.831 %/hr	34.589 %/hr [29.1 – 40.08]	46.5 %/hr	+11.911 %/hr	2.76σ	⚡ Anomaly Logged
10/27/26 14:12:01	10/27 10:12:01	+4h	Diurnal + Trend R²=0.96	60.909 %/hr	32.326 %/hr [27.05 – 37.6]	50.7 %/hr	+18.374 %/hr	4.43σ	⚡ Anomaly Logged
10/27/26 14:08:40	10/27 13:08:40	+1h	Diurnal + Trend R²=0.96	50.841 %/hr	44.783 %/hr [40.74 – 48.83]	51.2 %/hr	+6.417 %/hr	2.02σ	~ Minor Drift
10/27/26 13:11:27	10/27 09:11:27	+4h	Diurnal + Trend R²=0.97	71.401 %/hr	41.319 %/hr [36.25 – 46.39]	50.4 %/hr	+9.081 %/hr	2.28σ	~ Minor Drift
10/27/26 12:10:50	10/27 08:10:50	+4h	Diurnal + Trend R²=0.97	72.115 %/hr	44.931 %/hr [39.96 – 49.9]	55.9 %/hr	+10.969 %/hr	2.8σ	⚡ Anomaly Logged
10/27/26 11:12:01	10/27 10:12:01	+1h	Diurnal + Trend R²=0.96	60.909 %/hr	53.392 %/hr [49.47 – 57.32]	62.4 %/hr	+9.008 %/hr	2.93σ	⚡ Anomaly Logged
10/27/26 11:10:16	10/27 07:10:16	+4h	Diurnal + Trend R²=0.96	72.329 %/hr	50.611 %/hr [45.59 – 55.63]	62.4 %/hr	+11.789 %/hr	2.99σ	⚡ Anomaly Logged
10/27/26 09:10:50	10/27 08:10:50	+1h	Diurnal + Trend R²=0.97	72.115 %/hr	68.65 %/hr [64.95 – 72.35]	61.8 %/hr	-6.85 %/hr	2.36σ	~ Minor Drift
10/27/26 09:08:38	10/27 05:08:38	+4h	Diurnal + Trend R²=0.96	67.954 %/hr	61.821 %/hr [56.77 – 66.88]	74.6 %/hr	+12.779 %/hr	3.21σ	⚡ Anomaly Logged
10/27/26 08:13:07	10/27 04:13:07	+4h	Diurnal + Trend R²=0.95	64.299 %/hr	56.89 %/hr [51.18 – 62.6]	74.5 %/hr	+17.61 %/hr	3.92σ	⚡ Anomaly Logged
10/27/26 07:12:33	10/27 03:12:33	+4h	Diurnal + Trend R²=0.95	64.422 %/hr	62.257 %/hr [56.58 – 67.94]	73.1 %/hr	+10.843 %/hr	2.43σ	~ Minor Drift
10/26/26 19:09:54	10/26 15:09:54	+4h	Adaptive LOESS R²=0.94	33.2 %/hr	25.615 %/hr [18.44 – 32.79]	41.6 %/hr	+15.985 %/hr	2.83σ	⚡ Anomaly Logged
10/25/26 13:57:15	10/25 12:57:15	+1h	Local LOESS R²=0.99	43.986 %/hr	27.587 %/hr [25.95 – 29.22]	43.6 %/hr	+16.013 %/hr	12.51σ	⚡ Anomaly Logged
10/25/26 13:44:53	10/25 09:44:53	+4h	Local LOESS R²=0.94	79.078 %/hr	71.594 %/hr [68.76 – 74.43]	43.9 %/hr	-27.694 %/hr	12.42σ	⚡ Anomaly Logged
10/25/26 12:56:39	10/25 11:56:39	+1h	Local LOESS R²=0.96	63.362 %/hr	52.895 %/hr [51.42 – 54.37]	44.1 %/hr	-8.795 %/hr	7.63σ	⚡ Anomaly Logged
10/25/26 11:56:06	10/25 10:56:06	+1h	Local LOESS R²=0.93	73.112 %/hr	67.09 %/hr [65.64 – 68.54]	63 %/hr	-4.09 %/hr	3.6σ	⚡ Anomaly Logged