An advanced Industrial IoT (IIoT) simulator for Smart Factory 4.0 environments using Python, MQTT, and Docker. Emulates configurable production lines with realistic sensor data (vibration, temperature, quality) and predictive alerts.

📦 Python package and stubs for the Ignition Scripting API version 8.1

NOVA Python SDK https://deepwiki.com/wandelbotsgmbh/wandelbots-nova

Multi-Modbus Server Simulation tool with virtual device creation, network scanning, automatic IP assignment, and advanced data simulation (Toggle, Counter) capabilities.

Keeping track of TwinCAT's popularity through (semi)-public data

System for cube pose estimation using ArUco markers, integrated with an ESP32 for embedded control and robotic applications. Includes computer vision pipeline, calibration tools, and firmware for real-time robotized interaction.

Industrial LLM agents, prompt safety, and orchestration

A robotics framework built on ROS2 to speed up development, reduce configs and boilerplate

The Databricks Industrial Automation Suite is a comprehensive library designed to support all major industrial automation protocols within the Databricks ecosystem (Databricks Free Edition Hackathon)

Projeto desenvolvido para estudo do método RLS (MQR).

Adaptive User-Responsive Automaton (AURA) — a ROS 2 Humble + MoveIt 2–based intelligent robotic control system enabling adaptive, user-driven industrial automation.

Industrial PLC controller interface for roller systems with real-time monitoring, WebSocket communication, and safety protocols

This repository integrates Luxonis cameras with unix based PC and programmable logic controllers (PLCs) using simple REST and websocket APIs. It brings AI-powered analysis directly into manufacturing environment.

Advanced Condition Monitoring and Remaining Useful Life Prediction Framework using Deep Learning for Industrial Equipment Prognosis and Predictive Maintenance

Automatic Weld Seam ROI Extraction for Radiographic Images

This project implements a home automation system using an ESP8266 microcontroller, a DHT11 temperature and humidity sensor, and the Blynk IoT platform. It allows users to remotely control four LEDs and monitor temperature via the Blynk app.

🔧 AI-powered P&ID PDF processor with custom YOLO detection & multi-OCR support. Extract components & text from engineering diagrams automatically.

NDH (Neutral Data Hub) Test Framework - A complete industrial data integration middleware platform optimized for Windows, with IADL Editor integration support

Complete production-ready system achieving 94.2% accuracy with YOLOv8 + ResNet-50 ensemble, processing 500+ images/minute with <150ms inference time for automated defect detection in manufacturing environments.

Engineering Project exploring industrial modeling of Aspirin production on python