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industrial-machinery

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ml-predictive-maintenance

riccardoprosdocimi / ml-predictive-maintenance

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This repository contains code and documentation for a machine learning project focused on predictive maintenance in industrial machinery. The project explores the development of a comprehensive predictive maintenance system using various machine learning techniques.

machine-learning deep-learning pytorch lstm gru rnn artificial-neural-networks logistic-regression mlp data-preprocessing feature-engineering hyperparameter-tuning model-evaluation classifiers predictive-maintenance failure-prediction sequential-models precision-recall auc-roc-curve industrial-machinery
  • Updated May 2, 2024
  • Jupyter Notebook

riaj0224 / MarkovModelMaintenancePrediction_w_NN

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This repository presents a project that explores the realm of Predictive Maintenance, focusing on assessing the reliability of a hybrid Markov model compared to traditional models. The objective is to gain insights into optimal strategies for industrial maintenance scheduling.

machine-learning simulation excel matlab data-analysis data-preprocessing mathematical-modeling predictive-maintenance dataengine simulation-software reliability-assessment industrial-maintenance maintenance-scheduling hybrid-markov-model industrial-machinery dynastar
  • Updated Jun 15, 2023
  • TeX

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