Global reliability sensitivity analysis of cradle-type double rotary table

The rotary table is a crucial component of the machine tool, and its accuracy and reliability have an important impact on the machining accuracy and machining efficiency of the machine tool. In this paper, a global reliability sensitivity analysis method of the rotary table is proposed considering the random uncertainty for material parameters of each component. Firstly, the mechanical model of the rotary table is established based on the finite element method. Subsequently, the functional relationship between the parameters of each component and the deformation of the rotary table is reconstructed using the adaptive Kriging surrogate model. Finally, a global reliability sensitivity analysis of the rotary table is performed based on the Bayesian formulation. The results show that the proposed global reliability sensitivity analysis method of the rotary table demonstrates satisfactory efficiency and can provide theoretical guidance for the design and optimization of the rotary table.

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Publication Details

Journal
Proceedings of the Institution of Mechanical Engineers Part C Journal of Mechanical Engineering Science
Published
2024-11-13
DOI
https://doi.org/10.1177/09544062241292251
Citations
1
Primary Topic
Engineering Structural Analysis Methods
Type
article
Field-Weighted Citation Impact
0.21

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article

Global reliability sensitivity analysis of cradle-type double rotary table

Xiaojie Wu, Xianzhen Huang, Hongqiang Liu, Yimin Zhang et al.
1 citations
Proceedings of the Institution of Mechanical Engineers Part C Journal of Mechanical Engineering Science
Engineering Structural Analysis Methods
0.21
article

Global reliability sensitivity analysis of cradle-type double rotary table

Xiaojie Wu, Xianzhen Huang, Hongqiang Liu, Yimin Zhang, Mingfei Ma, Zhi Tan
article en
1 citations

Abstract

The rotary table is a crucial component of the machine tool, and its accuracy and reliability have an important impact on the machining accuracy and machining efficiency of the machine tool. In this paper, a global reliability sensitivity analysis method of the rotary table is proposed considering the random uncertainty for material parameters of each component. Firstly, the mechanical model of the rotary table is established based on the finite element method. Subsequently, the functional relationship between the parameters of each component and the deformation of the rotary table is reconstructed using the adaptive Kriging surrogate model. Finally, a global reliability sensitivity analysis of the rotary table is performed based on the Bayesian formulation. The results show that the proposed global reliability sensitivity analysis method of the rotary table demonstrates satisfactory efficiency and can provide theoretical guidance for the design and optimization of the rotary table.

Proceedings of the Institution of Mechanical Engineers Part C Journal of Mechanical Engineering ScienceVol. 239(5)
Zhaoqing University (CN), Dalian University of Technology (CN), Northeastern University (CN)
National Natural Science Foundation of China
Openalex Percentile: Top 50%
Engineering Structural Analysis Methods
0.21
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Global reliability sensitivity analysis of cradle-type double rotary table — Xiaojie Wu, Xianzhen Huang, et al. · Proceedings of the Institution of Mechanical Engineers Part C Journal of Mechanical Engineering Science (2024) | TGRS Research Map | TGRS