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preventive-maintenance

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anamarigarzon / Predictive_and_Proactive_Maintenance_in_Power_Systems

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This repository contains the analysis of predictive and proactive maintenance in power systems. It includes fault simulation, ML fault prediction, thermographic infrared images analysis from diverse power systems. The aim of the project is to detect failure in the equipment through Computer Vision and Machine Learning methods.

machine-learning failure-detection power-systems thermography infrarred preventive-maintenance
  • Updated Dec 14, 2023
  • Jupyter Notebook

Igor-C-Assuncao / MVP_Manutencao_Preditiva_ML_para_Ativos_Industriais

Star 1

Este projeto consiste em um MVP (Minimum Viable Product) de uma solução de Machine Learning para manutenção preditiva. O objetivo é prever falhas iminentes em componentes de máquinas industriais com 24 horas de antecedência, utilizando dados de telemetria e histórico de eventos. A solução permite que equipes de manutenção atuem de forma proativa

machine-learning random-forest logistic-regression anomaly-detection gridsearchcv lgbm industry-40 preventive-maintenance
  • Updated Sep 28, 2025
  • Jupyter Notebook

singhofen / clinical-engineering-extension

Star 0

Track and manage medical devices with ease. Add/edit devices, categorize by type, monitor PM schedules with color-coded status, view dashboard metrics, visualize in a bar chart, filter by type, receive PM notifications, and toggle dark mode. Perfect for clinical engineers.

notifications javascript chrome-extension productivity open-source portfolio automation web-app chartjs data-visualization hospital healthcare-application biomedical-engineering medical-application learning-project tools-and-automation device-tracking clinical-engineering preventive-maintenance
  • Updated Dec 21, 2025

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