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predictive-maintenance-mcp

LGDiMaggio / predictive-maintenance-mcp

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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.

signal-processing iiot predictive-analytics anomaly-detection asset-management envelope-analysis predictive-maintenance condition-monitoring machine-failure bearing-fault-diagnosis industrial-iot fault-diagnosis vibration-analysis claude-ai industry-4-0 model-context-protocol mcp-server fastmcp iso10816 claude-agents
  • Updated Dec 27, 2025
  • Python

SimplyAISolution / Computer_Vision_CNC

Star 2

🎯 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

lucaswjunges / motor-fault-detection-thesis

Star 0

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

mqtt iot engineering computer-vision deep-learning thesis tensorflow grad-cam cnn convolutional-neural-networks bachelor-thesis ufsc opcua edge-computing mobilenet predictive-maintenance thermography induction-motors explainable-ai industry-4-0
  • Updated Dec 29, 2025
  • Python

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