Health condition prediction method of the computer numerical control machine tool parts by ensembling digital twins and improved LSTM networks

The advent of digital twin technology has precipitated a surge of interest in its implementation within the manufacturing sector, particularly with respect to enhancing productivity and mitigating the risk of equipment failure. However, due to the incomplete maturity of the technology, the manufactu...

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Bibliographic Details
Main Authors: Chen Guo, Yin Haifang
Format: Article
Language:English
Published: De Gruyter 2025-06-01
Series:Nonlinear Engineering
Subjects:
Online Access:https://doi.org/10.1515/nleng-2025-0095
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