Performance Analysis
Solution helps to monitor and predict performance insights from plant assets (e.g., Inverters, Combiner Boxes, MFM/Power Meters).
- Real-time dashboard shows performance predictions and allows confidence bound on the prediction.
- Performance analytics reports on known threshold values for condition indicators that detects failure histories of similar assets.
- Supports performance rankings, probability distributions and anomaly insights.
Production Forecasting
Solution helps to forecast daily yield, total yield, weather, and power leveraging AI/ML models.
- Supports models such as physical (Numerical Weather Predictions), statistical (Integrated Moving Averages), machine learning (Random Forest), and deep learning (Neural Networks).
- PV power and yield forecasts based on what-if models running on Weather parameters.
Plant's Annual Energy Production
Solution helps to forecast AEP from long-term gross energy and expected future losses.
- Processing of the revenue meter energy, loss estimates, and long-term resource data.
- Regression relationship of energy resource to the long-term resource to calculate long-term gross energy.
- Supports real-time KPI dashboards and energy production related visualizations.