A topology optimization method of composite laminate considering density change rate constraint

IF 2 3区 工程技术 Q2 ENGINEERING, MULTIDISCIPLINARY Optimization and Engineering Pub Date : 2024-08-01 DOI:10.1007/s11081-024-09906-3
Yong Jiang, Pengwen Sun, Wenbo Sun, Lanting Zhang
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Abstract

To avoid the problem of alternating layers of different materials in the thickness aspect, a topology optimization method of composite laminate considering density change rate constraint is proposed. This method utilizes the density of a specific layer to constrain the upper limit of density for its neighboring layers, so that the relative density of the upper and lower layers is greater or less than the middle layers. The middle layers of the laminate are one material and the adjacent upper and lower layers are another material. The low-density material in the middle layers is taken as an example, the density of the specified layer in the design space is used to constrain the upper limit of the density of its adjacent layers. The middle layers are limited by the constraint strategy, and the relative density is smaller than that of the two sides. The purpose of replacing the middle layer where is in the design domain with low-density material can be effectively realized. The mathematical model for patch topology optimization of composite laminate considering density change rate constraint is established, and the reasonable space layout of fiber composite and low-density material is obtained by solving. The numerical example of the composite laminate and the wind turbine blade structure show that the optimized two-phase materials distribution follows the corresponding manufacturing constraints, and also reduces the total mass of the structure while ensuring the mechanical properties. And the mass of their structures are reduced while ensuring the mechanical properties. The feasibility and effectiveness of the method are verified.

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考虑密度变化率约束的复合材料层压板拓扑优化方法
为了避免不同材料层在厚度方面的交替问题,提出了一种考虑密度变化率约束的复合材料层压板拓扑优化方法。该方法利用特定层的密度来约束其相邻层的密度上限,从而使上层和下层的相对密度大于或小于中间层。层压板的中间层是一种材料,相邻的上层和下层是另一种材料。以中间层的低密度材料为例,设计空间中指定层的密度用于限制其相邻层的密度上限。中间层受到约束策略的限制,相对密度小于两侧的密度。这样就能有效实现用低密度材料替换设计域中的中间层的目的。建立了考虑密度变化率约束的复合材料层压板贴片拓扑优化数学模型,并通过求解得到了纤维复合材料与低密度材料的合理空间布局。复合材料层压板和风力涡轮机叶片结构的数值实例表明,优化后的两相材料分布遵循了相应的制造约束,在保证力学性能的同时也降低了结构的总质量。而在保证力学性能的前提下,其结构的质量也有所降低。验证了该方法的可行性和有效性。
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来源期刊
Optimization and Engineering
Optimization and Engineering 工程技术-工程:综合
CiteScore
4.80
自引率
14.30%
发文量
73
审稿时长
>12 weeks
期刊介绍: Optimization and Engineering is a multidisciplinary journal; its primary goal is to promote the application of optimization methods in the general area of engineering sciences. We expect submissions to OPTE not only to make a significant optimization contribution but also to impact a specific engineering application. Topics of Interest: -Optimization: All methods and algorithms of mathematical optimization, including blackbox and derivative-free optimization, continuous optimization, discrete optimization, global optimization, linear and conic optimization, multiobjective optimization, PDE-constrained optimization & control, and stochastic optimization. Numerical and implementation issues, optimization software, benchmarking, and case studies. -Engineering Sciences: Aerospace engineering, biomedical engineering, chemical & process engineering, civil, environmental, & architectural engineering, electrical engineering, financial engineering, geosciences, healthcare engineering, industrial & systems engineering, mechanical engineering & MDO, and robotics.
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