Solving the "Adaptive Micro-Grid" challenge by addressing the failure of UET Mardan’s Smart Grid pilot. This project moves beyond failed global linear regression models to handle non-stationary, multi-modal energy data through context-aware segmentation (e.g., distinguishing between weekday peak loads and weekend inactivity).