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lestercardoz11 / fault-detection-for-predictive-maintenance-in-industry-4.0

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This research project will illustrate the use of machine learning and deep learning for predictive analysis in industry 4.0.

python machine-learning random-forest svm jupyter-notebook autoencoder artificial-neural-networks kmeans principal-component-analysis gaussian-distribution isolation-forest ball-bearing predictive-maintenance lstm-autoencoder
  • Updated Jul 11, 2021
  • Jupyter Notebook

Yi-Chen-Lin2019 / Predictive-maintenance-with-machine-learning

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This project is about predictive maintenance with machine learning. It's a final project of my Computer Science AP degree.

python machine-learning battery svm regression classification failure-detection svm-classifier tpot classification-algorithm automated-machine-learning anomaly-detection regression-algorithms industry-4 ball-bearing predictive-maintenance remaining-useful-life crisp-dm
  • Updated Sep 29, 2022
  • Jupyter Notebook

Affaq786 / predictive-maintenance-project

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⚙️ Enhance machinery reliability with this AI-driven predictive maintenance system, predicting failures and estimating Remaining Useful Life using advanced models.

model classification artificial-neural-networks aws-ec2 cnn-keras failure-detection lstm-neural-networks tpot classification-algorithm automated-machine-learning ecr-repositories regression-algorithms feature-importance ball-bearing predictive-maintenance remaining-useful-life industry-solutions agentic-ai
  • Updated Apr 4, 2026
  • Python

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