Intelligent prognostics of machining tools based on adaptive variational mode decomposition and deep learning method with attention mechanism

Chongdang Liu
Chongdang Liu
Jiahe Niu
Jiahe Niu
Rong Yao
Rong Yao

Neurocomputing, pp. 239-254, 2020.

Cited by: 0|Views6
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Abstract:

Abstract In the modern manufacturing industry, remaining useful life (RUL) prediction of the machining tools plays a significant role in promoting machining efficiency, ensuring product quality and reducing production costs. In recent years, many data-driven prognostic approaches have been developed for machining tools, but few of them ...More

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