machinery-condition-monitoring topic

List machinery-condition-monitoring repositories

ml-tool-wear

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Anomaly detection on the UC Berkeley milling data set using a disentangled-variational-autoencoder (beta-VAE). Replication of results as described in article "Self-Supervised Learning for Tool Wear Mo...

cbm_codes_open

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

rul_codes_open

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This repository contains code that implement common machine learning algorithms for remaining useful life (RUL) prediction.

This is a induction motor faults detection project implemented with Tensorflow. We use Stacking Ensembles method (with Random Forest, Support Vector Machine, Deep Neural Network and Logistic Regressio...