NRG Systems总工程师Eric Bechhoefer博士代表MFPT组装和准备数据。
- 数据链接：(https://mfpt.org/fault-data-sets/)
- 声学和振动数据库链接(http://data-acoustics.com/measurements/bearing-faults/bearing-2/)
- MATLAB 文档关于MFPT轴承数据的故障诊断举例。 连接(https://ww2.mathworks.cn/help/predmaint/examples/Rolling-Element-Bearing-Fault-Diagnosis.html) 使用该数据集的相比于CWRU少一些。2012年更新。
- Lee D, Siu V, Cruz R, et al. Convolutional neural net and bearing fault analysis[C]//Proceedings of the International Conference on Data Mining (DMIN). The Steering Committee of The World Congress in Computer Science, Computer Engineering and Applied Computing (WorldComp), 2016: 194.