带区间不确定参数的三维金字塔桁架核心夹层板的自由振动分析和多目标鲁棒优化

IF 4.4 2区 工程技术 Q1 MECHANICS
Yugeng Chen , Rui Zhong , Qingshan Wang , Liming Chen , Bin Qin
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引用次数: 0

摘要

本研究对具有区间不确定参数的三维金字塔桁架核心夹层板进行了自由振动分析和多目标鲁棒优化。结合三维弹性理论和 Rayleigh-Ritz 方法,得出了板自由振动的数值模型,并通过数值结果说明了模型的有效性。在此基础上,考虑到板内的各种不确定性,综合数值模型、区间分析模型、克里金模型和优化方法,构建了一种新的不确定性传播分析方法。利用该方法完成了基频的一维和多源不确定性传播分析,并通过与蒙特卡罗模拟结果的比较证明了其准确性。同时,为了在设计阶段将不确定性对板材性能的影响降至最低,建立了以基频最大化和鲁棒性系数最小化为目标的多目标鲁棒优化模型。最后,通过引入改进的基于对立的学习策略、带步长控制的跟踪策略和收敛策略,提出了一种改进的鹈鹕优化算法。并在不重复优化的情况下,得到了适用于不同工作环境的帕累托前沿和相应的设计方案。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Free vibration analysis and multi-objective robust optimization of three-dimensional pyramidal truss core sandwich plates with interval uncertain parameters

In this study, the free vibration analysis and multi-objective robust optimization of three-dimensional pyramidal truss core sandwich plates with interval uncertain parameters are fulfilled. The numerical model for free vibration of the plate is derived by combining the three-dimensional elasticity theory and Rayleigh-Ritz method, and the validity of the model is illustrated by numerical results. On this basis, considering various uncertainties within the plate, a new uncertainty-propagation analysis method is constructed by integrating the numerical model, interval-analysis model, kriging model and optimization. The one-dimensional and multi-source uncertainty-propagation analysis of the fundamental frequency is finished using this method, and the accuracy is proved by comparing with Monte Carlo simulation results. Meanwhile, to minimize the effects of uncertainties on the performance of plates at the design stage, an objective multi-objective robust optimization model with the objectives of maximizing the fundamental frequency and minimizing the robustness factor is established. Finally, an improved pelican optimization algorithm is proposed by introducing the improved opposition-based learning strategy, tracking strategy with step control and convergence strategy. And the Pareto front and corresponding design schemes applicable to different working environments are obtained without repeating the optimization.

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来源期刊
CiteScore
7.00
自引率
7.30%
发文量
275
审稿时长
48 days
期刊介绍: The European Journal of Mechanics endash; A/Solids continues to publish articles in English in all areas of Solid Mechanics from the physical and mathematical basis to materials engineering, technological applications and methods of modern computational mechanics, both pure and applied research.
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