Implement Predictive Models and Optimization Core

Develop the time-series forecasting models for ERCOT prices (energy and ancillary services) and the BESS dispatch optimization engine. Ensure the optimization model accounts for BESS capacity, power limits, efficiency losses, and a basic degradation model. Provide example inputs and expected outputs for these components, showcasing their functionality.