Transmission Line Fault Detection using Machine Learning

 " Programming using Python " - Mini Project.

    

          🔹  Transmission line parameters i.e: current and voltage values of the 3 phases(R,Y,B) are collected and the ML model predicts whether there is fault or not.  

         🔹 Different ML models are used and their individual performances are analysed.

Algorithms used :

📍 Decision Tree Classifier

📍 Random Forest Classifier

📍 K Nearest Neighbors

📍 Support Vector Machine

📍 Multi Layer Perceptron Network


Coding Platform : Google Collab

Project hosted in GitHub 

Project link --->  GitHub