pronostia-dataset topic

List pronostia-dataset repositories

weibull-knowledge-informed-ml

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

RUL_Prediction

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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

rul-datasets

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A collection of datasets for RUL estimation as Lightning Data Modules.

rul-adapt

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A collection of unsupervised domain adaption algorithms for RUL estimation.