Unlocking the Full Potential of OPC UA with Typescript and NodeJS - http://node-opcua.github.io/

Qt based simple SCADA framework, with dashboard, static and dynamic components

OpenTracker - open source GPS/GLONASS hardware

Curated list of Industry 4.0 research, popular events, open-source software projects and learning resources that are worth looking into!

An ASP.NET Core web application exposing OPC UA Servers to non OPCUA-compliant clients with a REST interface

Datasets for Predictive Maintenance

An overview of cases, public datasets, books and academic papers related to applying ML in industrial applications

Contains the development for the Industry 4.0 standards knowledge graph (I40KG). Its current collaborative development is driven by VoCol - http://vocol.iais.fraunhofer.de/sto/

Manufacturing line simulator that interfaces using PackML over MQTT

Industrial/Enterprise and home IoT automation platform

Python codes “Jupyter notebooks” for the paper entitled "A Hybrid Method for Condition Monitoring and Fault Diagnosis of Rolling Bearings With Low System Delay, IEEE Trans. on Instrumentation and Measurement, Aug. 2022. Techniques used: Wavelet Packet Transform (WPT) & Fast Fourier Transform (FFT). Application: vibration-based fault diagnosis.

A cross-platform application platform for the Industrial Internet of Things.

学习工业互联网4.0

Open source Manufacturing Execution and Performance Monitoring built on Grafana, Influx, and Postgres

False Data Injection Attacks in Internet of Things and Deep Learning enabled Predictive Analytics

This project is about predictive maintenance with machine learning. It's a final project of my Computer Science AP degree.

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

VisionAI library

5G Tookit provides a rich set of 3GPP standards compliant modules and libraries. These modules can be used for reseach and development on physical channels and procedures in uplink and downlink communication.