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LGDiMaggio / predictive-maintenance-mcp

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.

Updated Apr 6, 2026
Python

fillol / IIoT-simulator

Star

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 docker mqtt simulator docker-compose data-generation manufacturing industrial-automation iiot mosquitto digital-twin smart-factory sensor-simulation industry-4-0

Updated Apr 14, 2025
Python

feelautom / mcp-hack26-tia-connect-agentgateway

Star

MCP_HACK//26 — Industrial Zero-Trust AI: T-IA Connect + AgentGateway for Siemens TIA Portal

mcp plc siemens industrial-automation claude zero-trust tia-portal plc-programming anthropic industry-4-0 ot-security mcp-server agentgateway solo-io openness-api mcp-hack26 tia-connect

Updated Mar 22, 2026
JavaScript

SimplyAISolution / Computer_Vision_CNC

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🎯 AI-powered CNC production monitoring: Automatically tracks machining cycles, optimizes efficiency, reduces costs 15-25%. Real-time analytics, predictive maintenance alerts, seamless MES integration. Industrial-grade security, 99.8% uptime. ROI in 6-12 months. Ready for Industry 4.0.

python opencv iot machine-learning quality-control cnc industrial-automation predictive-maintenance real-time-monitoring machine-automation industry-4-0

Updated Aug 4, 2025
Python

php-opcua / opcua-client

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A PHP library that talks OPC UA binary protocol over TCP. It handles the full stack — transport, encoding, secure channels, sessions, crypto — so you can connect to any OPC UA server straight from PHP, without shelling out to C/C++ libraries.

php iot industrial-automation iiot opc-ua opc-ua-client industry-4-0 opc-ua-php opc-ua-php-client

Updated Apr 17, 2026
PHP

EnzoZhu315 / Random-Forest-Model-EMS-system-data-machine-learning-early-warning

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Features a logic-gate to pause updates and notify stakeholders if maintenance records are incomplete.Simultaneously, machine learning models are used in retool to provide early warnings and suggestions.

javascript python scikit-learn google-apps-script industrial-automation data-synchronization rpa predictive-maintenance energy-management digital-transformation smart-manufacturing retool industry-4-0 sap-gui-scripting

Updated Mar 17, 2026
JavaScript

AhmedAmasib / AI4I-Monitoring-

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Real-time CNC machine failure detection using ML on AWS SageMaker | F1 ≥ 0.85 | P95 Latency ≤ 50ms | Live Streamlit Dashboard

python iot machine-learning cnc-machine anomaly-detection predictive-maintenance real-time-monitoring aws-sagemaker streamlit industry-4-0

Updated Mar 10, 2026
Python

enesuslu15 / AI-Powered-Fabric-Defect-Marking-System

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An automated industrial quality control pipeline. Integrates YOLOv8 computer vision with Siemens PLCs via Snap7, utilizing encoder-synchronized FIFO shift registers for high-precision fabric defect marking.

python automation snap7 tia-portal plc-programming siemens-s7 yolov8 industry-4-0 fabric-inspection

Updated Feb 27, 2026
Python

boubli / AlzetteLink

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Industrial IoT Educational Bridge - ESP32 to React Dashboard via MQTT. Learn Industry 4.0 concepts: Edge Computing, MQTT, InfluxDB, Real-time Visualization. Perfect for technical students!

react nodejs docker education mqtt iot influxdb esp32 tailwindcss industry-4-0

Updated Mar 22, 2026
JavaScript

zhongriqian / OPC_UA_LinkAI

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Empowering OPC UA as the Model Context Protocol (MCP) for industrial intelligence. It enables AI Agents to seamlessly discover, connect, and intelligently control automation hardware.

mcp industrial-automation iiot ai-agents opcua llm industry-4-0

Updated Feb 25, 2026
Python

haidinhtuan / Unikernel-vs-Container

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Empirical performance comparison of Nanos unikernels vs. Docker containers for resource-constrained edge workloads using Go and Node.js

nodejs docker golang iot benchmarking performance containers unikernel cloud-native nanos edge-computing industry-4-0

Updated Apr 2, 2026
Shell

Gastonitou / Industrial-IoT-Monitoring-Projekt

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Industrial IoT monitoring system for real-time sensor data collection, visualization and predictive maintenance.

python mqtt raspberry-pi iot automation monitoring sensor-da 6880 ta industrial-iot industry-4-0

Updated Mar 17, 2026

Maheshwaran1932000 / predictive-maintenance-bearing-fault-detection

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PLC-based real-time bearing fault detection using vibration analysis, FFT, Envelope Spectrum, and Spectral Kurtosis (TwinCAT + MATLAB)

matlab plc fft twincat predictive-maintenance condition-monitoring vibration-analysis industry-4-0 bearing-fault-detection spectral-kurtosis

Updated Mar 4, 2026
MATLAB

ailton-santos / Deep_Facade_Inspector

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Computer Vision framework for automated building pathology detection. M.Sc. Research focused on Deep Learning, Structural Health Monitoring and BIM integration.

python computer-vision deep-learning pytorch bim structural-engineering civil-engineering industry-4-0 pathology-informatics

Updated Mar 27, 2026
Python

lucaswjunges / motor-fault-detection-thesis

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Predictive Fault Detection System for Three-Phase Induction Motors using Thermography and CNNs with Grad-CAM Interpretability | Bachelor's Thesis | UFSC 2025

Updated Dec 29, 2025
Python

dahdio / SmartFactory_DSES

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A Real-Time Manufacturing Intelligence Dashboard integrating a Decision Support System (DSS) and Expert System for predictive maintenance, energy optimization, and smart factory diagnostics. Built with React, Tailwind CSS, and Hybrid Intelligence logic.