bearing-fault-diagnosis topic

List bearing-fault-diagnosis repositories

bearing-fault-detection

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7
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Improving on NASA's work with induction motor bearing fault detection using RNN-powered smart sensors.

weibull-knowledge-informed-ml

122
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35
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Using knowledge-informed machine learning on the PRONOSTIA (FEMTO) and IMS bearing data sets. Predict remaining-useful-life (RUL).

cbm_codes_open

81
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32
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This repository contains data and code that implement common machine learning algorithms for machinery condition monitoring task.

bear_fault_diagnosis

179
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37
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Bearing fault diagnosis model based on MCNN-LSTM

FaultDiagnosisOptimizerBenchmark

41
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1
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Benchmark code for optimizers of bearing fault diagnosis. This code provides moduled features of data download, preprocessing, training, and logging.