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rul-estimation

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mennamohammedkh / NASA-Predictive-Maintenance-System

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✈️ NASA Predictive Maintenance System >> 🚀 End-to-end predictive maintenance system for turbofan engines — detects failure 122 cycles early using LSTM, PCA, and explainable AI (XAI), deployed as a production-grade Streamlit dashboard.

machine-learning deep-learning pytorch time-series-analysis anomaly-detection predictive-maintenance fuzzy-clustering xai streamlit lstm-autoencoder nasa-cmapss rul-estimation
  • Updated Apr 26, 2026
  • Jupyter Notebook

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