AI DRIVEN FAULT DETECTION IN SMART GRIDS FOR ENHANCED POWER SYSTEM RELIABILITY USING MATLAB SIMULINK

Project Code :TEPGPS987

Objective

To design and implement an AI-based fault detection and classification system for smart grids using MATLAB/Simulink, ensuring fast identification of faults to improve system reliability, reduce damage, and enhance overall power quality.

Abstract

The growing complexity of modern power systems has increased the need for intelligent monitoring and protection techniques. Smart grids require fast and accurate fault detection to maintain stability and reduce system disturbances. This project presents an AI-based approach for detecting and classifying faults in a smart grid environment using MATLAB/Simulink. Different fault conditions such as single line-to-ground, line-to-line, double line-to-ground, and three-phase faults are simulated under varying operating conditions. Voltage and current signals are continuously analyzed to identify abnormalities. Based on these variations, the system detects and classifies faults efficiently. The proposed method improves response time, accuracy, and reliability, making it suitable for advanced power system protection and monitoring applications.

NOTE: Without the concern of our team, please don't submit to the college. This Abstract varies based on student requirements.

Block Diagram

Specifications

Software & Hardware Requirement:

Software Configuration:

Operating System      : Windows 7/8/10

Application Software: Matlab / Simulink

Hardware Configuration:

RAM                           : 8 GB

Processor                     : I3 / I5 (Mostly prefer)

Learning Outcomes

Β·         Introduction to Matlab/Simulink

Β·         How to start with MATLAB

Β·         About Matlab language

Β·         About tools & libraries

Β·         Application of Matlab/Simulink

Β·         Basics on Matlab/Simulink

Β·         Introduction to converters

Β·         Introduction to switches

Β·         We can learn about Smart Grid Technology

Β·         We can learn about  Power System Fault Analysis

Β·         We can learn about   electrical Fault Types (LG, LL, LLG, LLL)

Β·         Project Development Skills:

o   Problem analyzing skills

o   Problem solving skills

o   Creativity and imaginary skills

o   Programming skills

o   Deployment

o   Testing skills

o   Debugging skills

o   Project presentation skills

 

 

 

 

Demo Video