Danke für den Wink mit dem Zaunspfahl, Stats läuft jetzt auch die Beta.
Manchmal sieht man die Welt vor lauter nullen nicht 
2 „Gefällt mir“
So, mal auf dem “großen” ein Backup gemacht und auf die Beta gebracht, da hier einiges mehr zu tun war in der DB. Schaut soweit gut aus:
2026-06-29 19:55:16 - custom_components.solar_forecast_ml.data.db_manager - DEBUG - Database schema already exists, running migrations only
2026-06-29 19:55:16 - custom_components.solar_forecast_ml.data.db_manager - INFO - Migration: Added 2 V16 fields to hourly_predictions
2026-06-29 19:55:17 - custom_components.solar_forecast_ml.data.db_manager - INFO - Migration V16.0.0: Removed 15 duplicate DNI history entries
2026-06-29 19:55:18 - custom_components.solar_forecast_ml.data.db_manager - INFO - Backfilled clean daily summary evaluation for 157 days
2026-06-29 19:55:20 - custom_components.solar_forecast_ml.data.db_manager - INFO - Migration panel_group_learning_exclusion_repair_v20260626 applied: repaired 300 panel-group rows, removed 554 contaminated physics calibration history rows
2026-06-29 19:55:20 - custom_components.solar_forecast_ml.data.db_manager - INFO - Migration: Added emergency outage quarantine fields and tables
2026-06-29 19:55:20 - custom_components.solar_forecast_ml.data.db_manager - INFO - Database connected: DELETE mode, 60s busy_timeout, IMMEDIATE transactions, write serialization enabled: /config/solar_forecast_ml/solar_forecast.db
2026-06-29 19:55:20 - custom_components.solar_forecast_ml.data.data_manager - INFO - DataManager initialized successfully
...
2026-06-29 19:55:20 - custom_components.solar_forecast_ml.ai.ai_feature_engineering - INFO - FeatureEngineer initialized: 30 features
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2026-06-29 19:55:22 - custom_components.solar_forecast_ml.ai.ai_predictor - INFO - Models initialized: 39 features, 4 outputs, 4 groups, layers=2, heads=4
2026-06-29 19:55:22 - custom_components.solar_forecast_ml.ai.ai_tiny_ridge - INFO - TinyRidge weights loaded: outputs=4, samples=889, alpha=100.0, accuracy=0.895
2026-06-29 19:55:22 - custom_components.solar_forecast_ml.ai.ai_predictor - INFO - Ridge weights loaded: 889 samples
2026-06-29 19:55:22 - custom_components.solar_forecast_ml.ai.ai_tiny_lstm - INFO - Weights loaded: layers=(48,24), outputs=4, heads=4
2026-06-29 19:55:22 - custom_components.solar_forecast_ml.ai.ai_predictor - INFO - LSTM weights loaded: 889 samples
2026-06-29 19:55:22 - custom_components.solar_forecast_ml.ai.ai_predictor - INFO - Dual-model weights loaded: 889 samples, active=tiny_lstm, R²=0.738, RMSE=0.095kWh
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2026-06-29 19:55:22 - custom_components.solar_forecast_ml.physics.physics_calibrator - INFO - PhysicsCalibrator loaded calibration for 3 groups: ['Gruppe 2', 'Gruppe 3', 'Gruppe 4']
2026-06-29 19:55:22 - custom_components.solar_forecast_ml.coordinator - INFO - Rebuilding physics calibration factors from 2822 cleaned history rows after learning-exclusion repair
2026-06-29 19:55:23 - custom_components.solar_forecast_ml - DEBUG - V16 Migration: No 'Default' panel group found - data already clean
2026-06-29 19:55:24 - custom_components.solar_forecast_ml - DEBUG - Panel Group Migration: no changes detected
2026-06-29 19:55:25 - custom_components.solar_forecast_ml - INFO - Panel Group Topology: synchronized 17 active forecast hours to 4 configured groups
2026-06-29 19:55:27 - custom_components.solar_forecast_ml.physics.physics_calibrator - DEBUG - Saved calibration config to database
2026-06-29 19:55:27 - custom_components.solar_forecast_ml.physics.physics_calibrator - INFO - Recalculated calibration factors from history
2026-06-29 19:55:27 - custom_components.solar_forecast_ml.coordinator - INFO - PhysicsCalibrator initialized for self-learning corrections
1 „Gefällt mir“
Ich gucke mal was der EOD heute so anstellt. 
1 „Gefällt mir“
Installation lief auf dem Nuc mit Proxmox unauffällig durch. Der Stats Version hab ich bis vor 30 Sekunden gar keine Beachtung geschenkt.
Was mir aufgefallen ist:
Nach einem Neustart habe ich folgende Meldung im HA-Log:
Logger: homeassistant.util.logging
Quelle: util/logging.py:72
Erstmals aufgetreten: 20:41:06 (1 Vorkommnis)
Zuletzt protokolliert: 20:41:06
Module custom_components.solar_forecast_ml.forecast.forecast_rule_based_strategy is logging too frequently. 200 messages since last count
Edit: EOD ohne Fehlermeldung durchgelaufen