This repository contains the code, data, and models used in the research project "Enhancing Reliability in Electrical Grids: A Hybrid Machine Learning Approach for Electrical Faults Classification." ...
This project focuses on predicting the stability of electrical grids using a binary classification model. The objective is to determine whether a grid is stable or unstable based on various features.
Abstract: Electrical treeing, a significant degradation process in XLPE insulated cables, presents a substantial risk as it gradually weakens the insulation, ultimately leading to failure. Thus, ...
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