Forecast Data Preparation

Operational & Weather Data

Prepared historical and incoming data used for solar-generation and facility-load forecasting, including site measurements, weather information, irradiance, and calendar features.

The processing workflow aligns these heterogeneous time series on a consistent temporal basis and prepares them for both model training and operational inference.

Data Quality

Validation steps were introduced to identify incomplete, stale, or inconsistent inputs before they reached the forecasting models.

The same preparation logic was used across site-specific forecasting problems, providing a consistent input layer for training, backtesting, and forecast generation.