Design Forecasting Architecture

Outline the architecture for your electricity price and ancillary service demand forecasting models. Specify the data sources, feature engineering steps, chosen model types (e.g., Prophet, LSTM, Transformer), and evaluation metrics. Justify your choices based on expected market dynamics and data characteristics.