Machine tool FEM model correction assisted by dynamic evolution sequence

Machine tool FEM model correction assisted by dynamic evolution sequence

Abstract In the simulation analysis of large-scale industrial instruments such as machine tools, in order to ensure simulation accuracy, model parameter correction is necessary. This research presents a machine tool model correction method assisted by the dynamic evolution sequence (DES). The method...

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Bibliographic Details
Main Authors: Weihao Lin, Peng Zhong, Xindi Wei, Li Zhu, Xuanlong Wu
Format: Article
Language:English
Published: Nature Portfolio 2025-05-01
Series:Scientific Reports
Subjects:
Machine tool FEM model
Model correction
Kriging surrogate models
Heterogeneous comprehensive learning particle swarm optimization
Dynamic evolution
Low-discrepancy sequence
Online Access:https://doi.org/10.1038/s41598-025-03058-9
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https://doi.org/10.1038/s41598-025-03058-9

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