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Data-Driven Method for Predicting Remaining Useful Life of Bearings Based on Multi-Layer Perception Neural Network and Bidirectional Long Short-Term Memory Network

Yongfeng Tai1, Xingyu Yan2, Xiangyi Geng3, Lin Mu4, Mingshun Jiang2, Faye Zhang2,*

1 CRRC Qingdao Sifang Co., Ltd., Qingdao, 266111, China
2 School of Control Science and Engineering, Shandong University, Jinan, 250061, China
3 Public (Innovation) Experimental Teaching Center, Shangdong University, Qingdao, 266237, China
4 Engineering Training Center, Shangdong University, Jinan, 250061, China

* Corresponding Author: Faye Zhang. Email: email

TSP_SDHM_53998.pdf

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