Thermal Error Modeling of Numerical Control Machine Based on Beetle Antennae Search Back-propagation Neural Networks

Thermal Error Modeling of Numerical Control Machine Based on Beetle Antennae Search Back-propagation Neural Networks

Abstract Thermal errors are one key impact factor on the processing accuracy of numerical control machine. This study targeted at a certain vertical processing center presents a new algorithm for predictive modeling of thermal errors in numerical control machine. This algorithm is founded on back-pr...

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Bibliographic Details
Main Authors: Li Bao, Yulong Xu, Qiang Zhou, Peng Gao, Xiaoxia Guo, Ziqi Liu, Hui Jiang
Format: Article
Language:English
Published: Springer 2023-05-01
Series:International Journal of Computational Intelligence Systems
Subjects:
Thermal error modeling
Error compensation
Intelligent algorithm
Back-propagation neural network
Beetle antennae search algorithm
Online Access:https://doi.org/10.1007/s44196-023-00263-0

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