Moment-independent sensitivity analysis of a fold mechanism based on an active learning kriging method

折叠(高阶函数) 灵敏度(控制系统) 力矩(物理) 克里金 机制(生物学) 化学 数学 计算机科学 物理 统计 工程类 经典力学 量子力学 电子工程 程序设计语言
作者
Yebao Hu,Yongshou Liu,Qing Guo,Jiayin Dai,Jing Wang
出处
期刊:Proceedings Of The Institution Of Mechanical Engineers, Part G: Journal Of Aerospace Engineering [SAGE Publishing]
卷期号:238 (7): 668-676
标识
DOI:10.1177/09544100231162735
摘要

The present article shows the reliability and sensitivity of a missile folding rudder calculated by MSC.ADAMS and MATLAB. For folding rudder, mass of the counterweight, maximum of the motive force, preloading force, and stiffness coefficients of the spring 1 and spring 2 are considered when calculating the reliability. Two methods, active learning kriging (ALK) and Monte Carlo simulation (MCS), are introduced to calculate the reliability. The results obtained by ALK and MCS are compared to ensure the accuracy of the reliability. Three failure modes are considered respectively in reliability calculation, including the unfolding time exceeding the specified value, the max load of the lock structure 1 or lock structure 2 exceeding the specified value. Moment-independent sensitivity index is introduced to assess the importance rank of each factor. Both cases with and without gap are discussed to explore the influence of gaps between sleeve and shaft. Comparison of two cases show that gaps could reduce reliability of the folding rudder. The influence of gaps cannot be neglected during the reliability calculated, especially for mechanism with several motion joints like the rudder folding. The works aim to provide valuable guidance for design and optimization of unfolding rudder. In addition, it is a beneficial trial for introducing reliability theory in weapon equipment field.
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