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fault-detection-classification

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xxl4tomxu98 / NASA-Jet-Engine-Maintenance

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ML Approaches for RUL Prediction, Anomaly Detection, Survival Analysis and Failure Classification

survival-analysis time-to-event anomaly-detection health-management fault-detection predictive-maintenance censored-data churn-analytics reliability-analysis condition-based-maintenance embeded-systems realtime-predictive-analytics failure-modes time-varying-covariates prognostics-health-management remaining-useful-life-prediction fault-detection-classification predictive-logistics degradation-population-distribution component-failure-distribution
  • Updated Dec 5, 2023
  • Jupyter Notebook

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