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This repository helps in setting up the data necessary for fault diagnosis using the bearing fault datasets of CWRU

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JvdHoogen/CWRU-Bearing-Fault-Diagnosis

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Fault diagnosis with bearing fault datasets from CWRU

[PAGE IN PROGRESS]

This page is supplementary to the "Advanced Analytics on Complex Industrial Data" chapter. More specifically, this repository focuses on the practical applications discussed in section 5 "Data Analytics for Fault Diagnosis".

Step 1.

Start with the installation of the CWRU extraction package that can be found in this folder. Copy the two files and paste them in a new folder within your python environment with the foldername "cwru". When using Anaconda or Miniconda, the pathname should be similar to "miniconda3/lib/python3.7/site-packages/cwru".

Step 2.

Import the CWRU package using "import cwru" and then call the package.

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This repository helps in setting up the data necessary for fault diagnosis using the bearing fault datasets of CWRU

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