Bearing_Dataset_XJTU_Processed

Published: 11 November 2021| Version 1 | DOI: 10.17632/mpn45f4gxc.1
Contributor:
Venkat Nemani

Description

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

License