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Design the overall architecture for the C&I battery optimization system, outlining the data sources (load, solar, price), the forecasting module, the optimization engine, and the integration points for the LLM. Describe the necessary historical data and how you would collect and preprocess it for training your models. Specify the features you'll extract for forecasting.
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