archive

Predictive Modeling of Structural Performance Using Machine Learning: A Comprehensive Review

An illustration of a magnifying glass. An illustration of a magnifying glass.
IEEE

Machine Learning Framework for Industrial Machine Sound Classification in Predictive Maintenance

Abstract: Predictive maintenance, utilising anomalous sound classification, demonstrates a strong potential to identify mechanical faults in industrial machinery. This research proposes a machine ...
IEEE

Model-Free Current Predictive Control for PMSMs With Ultralocal Model Employing Fixed-Time Observer and Extremum-Seeking Method

Abstract: Conventional model predictive current control of permanent magnet synchronous machines (PMSMs) relies heavily on a precise mathematical model, which may be challenging to obtain in certain ...
GitHub

ml-project-ai-text-mining-predictive-modeling

A Flask web app that predicts whether an IMDB movie review is positive or negative using NLP and machine learning. Built with Naive Bayes and Logistic Regression, achieving 90% accuracy with Logistic ...
GitHub

Nonlinear Model-Predictive Control Using Koopman Operator

This document provides a detailed explanation of the MATLAB code that demonstrates the application of the Koopman operator theory for controlling a nonlinear system using Model Predictive Control (MPC ...