表(数据库)
灵敏度(控制系统)
可靠性(半导体)
计算机科学
可靠性工程
工程类
数据挖掘
物理
电子工程
量子力学
功率(物理)
作者
Mingfei Ma,Hongqiang Liu,Xiaojie Wu,Zhi Tan,Xianzhen Huang,Yimin Zhang
标识
DOI:10.1177/09544062241292251
摘要
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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