The study integrates advanced AI algorithms into MATLAB/Simulink to enhance the accuracy and efficiency of fault detection and localization. It specifically addresses the unique challenges of underground distribution and transmission networks, which are often harder to monitor and diagnose than overhead systems. The research utilizes MATLAB/Simulink for detailed simulations, enabling robust testing and validation of fault detection and localization methods under various conditions.