AI Arc Fault Detection with MATLAB
Publicada el 2026-07-28
Descripción de la oferta
## MATLAB Simulation for Arc Fault Detection Using AI/Deep Learning I am looking for an experienced MATLAB/Simulink freelancer to develop a complete simulation for an AI-based Arc Fault Detection system in electrical distribution circuits. ### Project Requirements * Design and simulate an electrical circuit in MATLAB/Simulink. * Generate normal and arc fault current/voltage signals. * Simulate different operating conditions and fault scenarios. * Perform signal preprocessing and feature extraction (time and/or frequency domain). * Develop and integrate a Machine Learning or Deep Learning model (CNN, LSTM, SVM, or similar) to classify **Normal** and **Arc Fault** conditions. * Train and test the model using simulated signal data. * Display classification results, accuracy, confusion matrix, ROC curve, and other performance metrics. * Provide complete MATLAB source code and Simulink model (.slx). * Include comments in the code and a brief explanation of the implementation. ### Deliverables * MATLAB (.m) source files * Simulink (.slx) model * Dataset generation script (if applicable) * AI/DL model implementation * Training and testing scripts * Performance graphs and analysis * Documentation explaining the workflow ### Preferred Skills * MATLAB * Simulink * Signal Processing * Electrical Power Systems * Machine Learning * Deep Learning * MATLAB Deep Learning Toolbox * Pattern Recognition * Classification Algorithms Please share your previous MATLAB or Simulink projects related to signal processing, electrical systems, fault detection, or AI while bidding.
Skills
Fuente original: freelancer