A novel transfer gear life prediction method by the cross-condition health indicator and nested hierarchical binary-valued network.

Dingliang Chen, Wei Cai, Hangjun Yu,Fei Wu,Yi Qin

Reliab. Eng. Syst. Saf.（2023）

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摘要

•1 The cross-condition gear HIs are generated by the designed QFMDCAE and MK-MMD.•2 A Gumbel function is applied to improve the memory capacity of LSTM.•3 A nested hierarchical mechanism is developed for using the sequence information.•4 NHBN model is proposed based on Gumbel function and nested hierarchical mechanism.

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关键词

cross-condition,binary-valued

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