GES + Telemetri
AI PV Production Forecast
Perform PV production forecasting and anomaly detection with AI.
portal.solartools.com.tr
Overview
Create short and medium-term production forecasts with AI models. Perform string-based anomaly detection with IV curve analysis. Track deviations with Forecast vs Actual comparison.
- AI Forecast Model — Hourly and daily production forecast with machine learning.
- IV Curve Analysis — Anomaly detection with string-based IV curve analysis.
- Forecast vs Actual — Comparison of forecast and actual production and deviation analysis.
- Root Cause Analysis — Automatic sorting of possible root causes for anomalies.
Key Capabilities
Key Capabilities
AI Forecast Model
Hourly and daily production forecast with machine learning.
IV Curve Analysis
Anomaly detection with string-based IV curve analysis.
Forecast vs Actual
Comparison of forecast and actual production and deviation analysis.
Root Cause Analysis
Automatic sorting of possible root causes for anomalies.
How to Deploy
How to Deploy
1
Install Template
Install the AI PV forecast dashboard with one click.
2
Connect Data Sources
Connect inverter, meteorology, and string data.
3
Start AI Analysis
Automatic forecasting and anomaly detection after model training.
Technical Details
Technical Details
Forecast PeriodHourly, daily, weekly
Accuracy>90% MAPE (increases as model matures)
Anomaly DetectionString mismatch, shading, soiling, inverter limit
AI ModelEnsemble (LSTM + XGBoost + Physics-based)
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AI PV Production Forecast — Perform PV production forecasting and anomaly detection with AI.