This is a project for mechanical fault detection. The reason why it is called cute little bird may be because the eyesight of birds is particularly good, and they can detect small bugs. Besides, they are cute too. In the current version, we have tested some planetary gearbox vibration data in the lab, and there are 8 error types in total. And us…

AI-Powered Predictive Maintenance & Fault Diagnosis through Model Context Protocol. An open-source framework for integrating Large Language Models with predictive maintenance and fault diagnosis workflows.

SHPB_Processing.py - An open-source Python algorithm for correcting stress wave dispersion in split-Hopkinson pressure bar experiments

Python package to simplify rotary machines vibration-based analysis

Repository containing multiple EOV Mitigation Procedures for Structural Health Monitoring.

Structural Health Monitoring system that unifies deep learning and Finite Element modeling for real-time fault detection and dynamic response prediction in smart structures.

gauge_factor.py - A Python algorithm for calculating the gauge factor of the input bars for split-Hopkinson pressure bar experiments

🧠 Integrate Finite Element simulations with Neural Twin models to enhance structural health monitoring through accurate dynamic behavior predictions.

Tools to post-process finite element results for vibration fatigue analysis

This repository contains the implementation of a study that addresses operational challenges in wind turbine fault detection by comparing static thresholds (ISO 10816-21) with a hybrid unsupervised machine learning model using Variational Autoencoder (VAE) and Isolation Forest (IF).