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pronostia-dataset

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remaining Useful Life (RUL) Prediction of Mechanical Bearings using Continuous Wavelet Transform (CWT), Convolution Neural Network (CNN), and Long Short Term Memory (LSTM) unit

  • UpdatedApr 6, 2024
  • Jupyter Notebook
weibull-knowledge-informed-ml

Using knowledge-informed machine learning on the PRONOSTIA (FEMTO) and IMS bearing data sets. Predict remaining-useful-life (RUL).

  • UpdatedMar 17, 2023
  • Python

A collection of unsupervised domain adaption algorithms for RUL estimation.

  • UpdatedApr 22, 2024
  • Python

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