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maintenance-optimization

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tk-yasuno / Repair-Surviv

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Repair-Aware Survival Analysis: Multi-domain maintenance optimization with NASA CMAPSS & SECOM validation.

machine-learning reliability-engineering survival-analysis benchmark-datasets predictive-maintenance remaining-useful-life cbm failure-prediction industrial-ai prognostics risk-modeling maintenance-optimization multi-domain-learning nasa-cmapss domain-specific-ai decision-support-ai repair-aware-models time-to-failure-modeling secom-dataset
  • Updated Sep 20, 2025
  • Jupyter Notebook

Lucky-akash321 / Predictive-Maintenance-System-for-Industrial-Equipment

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Monitoring various parameters such as temperature, pressure, and vibration, the system detects early signs of malfunction. It helps reduce downtime, optimize maintenance schedules, and enhance equipment lifespan, resulting in cost savings and improved operational efficiency.

machine-learning time-series-analysis anomaly-detection predictive-maintenance maintenance-optimization industrial-equipment equipment-failure-prediction sensor-data-analysis
  • Updated Feb 25, 2025
  • JavaScript

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