AC Machine Simulation in C (Tutorial Version)

All the projects made in the electrical energy engineering course taken in the University of Bologna.

🧠 A model for early detection of multiple faults in induction motors based on the use of PCA and multilabel decision-trees

This is a induction motor faults detection project implemented with Tensorflow. We use Stacking Ensembles method (with Random Forest, Support Vector Machine, Deep Neural Network and Logistic Regression) and Machinery Fault Dataset dataset available on kaggle.

Effective Fault Diagnosis Based on Wavelet and Convolutional Attention Neural Network for Induction Motors

This is a collection of Induction motor controlling methods simulation. VVVF, FOC and DTC will be implemented using Matlab Simulink in my design.

C-library with implementation of the Induction Motor rotor speed anf flux estimators (observers)

Digital control and signal processing library for DSPs developed in C

Working in the field of predictive modelling to detect and classify various types of faults in induction motors by deploying various ML algorithms over the vibration and current signals data.

A MATLAB project which analyzes a three-phase stand-alone synchronous generator.

This consist of a MatLab Function intended to estimate the parameters of a electrical induction motor.

A pump/induction motor controller with dry running protection, timer, error detection, time-left to fill, diagnostics and other smart features.

An integrated MATLAB–ML system for early fault detection in induction motors. Detects six faults broken rotor bars, stator short, ground fault, overloading, eccentricity, and voltage imbalance using KNN and Decision Tree models for accurate, unified, and reliable predictive maintenance.

Arduino eFlexPwm for Teensy 4.x

The aim of this module is to understand the operation and behaviour of AC machines and power electronic semiconductor devices, and explain and describe the use of power electronic machine drives.

Final Year project IoT (Internet of Things) project,Monitoring of Induction motor using Arduino Uno

Simulink simulations of asynchronous and doubly-fed electric machines for vector control in motor speed regulation and power factor management.

🧠 A model for early detection of multiple faults in induction motors based on the use of PCA and multilabel decision-trees

This code is written to control an induction motor by variyng the frequency and voltage both in open loop and closed loop control. The user API is created with TouchGFX. Furthermore, this code is only compatible with STM32H735G-DK.

Este es el repositorio del artículo: "Detection of High-Resistance Connections in Industrial Power Systems During Induction Motor Start-up".