Several publicly available bearing diagnostic fault datasets
Today, I would like to recommend several public URLs for bearing diagnostic fault datasets. The first one is the most commonly used, the Western Reserve University dataset. This dataset is the most widely used and therefore has the greatest credibility. ②-⑤ are bearing data sets from foreign universities, and ⑤ is a data set for bearing life prediction. Friends who do life prediction can try this data.
You can download according to your own needs, and these websites have very convenient download entrances.
① Dataset of Western Reserve University (choice of most papers)
https://engineering.case.edu/bearingdatacenter/download-data-file
② MFPT（Machinery Failure Prevention Technology）
https://www.mfpt.org/fault-data-sets/
③ kat（construction and drive technology）
https://mb.uni-paderborn.de/kat/forschung/kat-datacenter/bearing-datacenter
④ NASA (the website has many data sets available for download, and it is also a good website worth collecting)
https://www.nasa.gov/content/prognostics-center-of-excellence-data-set-repository
⑤ IEEE PHM 2012 (the bearing life data set of the IEEE-PHM 2012 challenge, which can be used by small partners who do life prediction)
Link: https://pan.baidu.com/s/1Y8n5LJKy8Nbx1iA5y7cxFg?pwd=6666 Extraction code: 6666
Don't ask for praise, just click a little like at the bottom!