Electronic Design

Applying Edge AI to DC Arc Fault Detection (Part 2): Software Development to Deployment

Learn about the methodology and tools for AI-driven arc fault detection to create real-time classification on MCUs, improving ...
GitHub

ECG heartbeat classification using MATLAB, signal processing, feature engineering, and machine learning.

This project implements a machine learning pipeline for classifying ECG heartbeat signals into normal and abnormal classes using MATLAB. The system uses signal preprocessing, feature engineering, and ...
IEEE

Intelligent Fault Classification Exploration Inspired by Suprathreshold Stochastic Resonance

Abstract: The aim of this article is to present a novel intelligent fault diagnosis method based on the principle of stochastic resonance (SR) in array of noisy ReLU activators. To this end, the ...
IEEE

Robust Fault Detection in Industrial Machines Using Hybrid Transformer-DNN With Visualization via a Humanoid-Based Telepresence Robot

Abstract: Fault diagnosis in industrial systems remains a critical challenge due to complex operational conditions and the need for high accuracy in real-time applications. Traditional deep learning ...