Bearing_Dataset_XJTU_Processed
Published: 11 November 2021| Version 1 | DOI: 10.17632/mpn45f4gxc.1
Contributor:
Venkat NemaniDescription
Brief description of the provided data **originaldata** contains the vibration data in .mat files. We use publicly available XJTU-SY bearing run-to-failure dataset Biao Wang, Yaguo Lei, Naipeng Li, Ningbo Li, “A Hybrid Prognostics Approach for Estimating Remaining Useful Life of Rolling Element Bearings”, IEEE Transactions on Reliability, vol. 69, no. 1, pp. 401-412, 2020. **processeddata** contains vibration data processed into velocity domain and features extracted
Files
Steps to reproduce
https://github.com/VNemani14/Bearing_LSTMPrognostics
Institutions
Iowa State University
Categories
Rolling Element Bearing