An improved on/off method with a two-step surface smoother for topology optimization of electromagnetic devices

IF 1 4区 工程技术 Q4 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS
Zhen Sun, Kota Watanabe
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引用次数: 0

Abstract

Purpose Topology optimization is a state-of-the-art technique for the innovative design of electromagnetic devices. The ON/OFF method is a typical approach for this purpose. However, the drawbacks of long iteration time and poor ability to express curved surfaces make the industry not shown their due interest so far in the ON/OFF method. The purpose of this paper is to study a novel ON/OFF method for topology optimization, which can bring feasible optimized shapes that are more friendly for industrial realization in a shorter time. Design/methodology/approach The proposed improved ON/OFF method uses structured triangular elements for finite element modeling because the triangular elements can more freely express shape features. Every four triangular elements are pieced together to form a square cell, each quadrilateral cell is associated with a binary value indicating the material state of the four triangular elements. The binary metaheuristic algorithms are used to optimize the material distribution. After the material filling for the elements based on the output of the metaheuristic algorithm, a two-step surface smoother will be performed as the postprocess to make the shapes more friendly for manufacturing. Findings The comparative numerical results on a benchmark topology optimization problem show that the proposed method can bring feasible optimized shapes that are more friendly for industrial realization in a shorter time. In addition, the speed and robustness of convergence, especially in the case of multiobjective topology optimization problem, are significantly improved. Originality/value A novel ON/OFF method for topology optimization is proposed. Compared with the traditional ON/OFF method, the proposed method is better in terms of searching efficiency and robustness. Moreover, the proposed method can provide feasible optimized shapes that are more friendly for industrial realization.
一种改进的两步表面光滑开/关方法用于电磁器件的拓扑优化
目的拓扑优化是电磁器件创新设计的前沿技术。ON/OFF方法是用于此目的的典型方法。但由于迭代时间长、曲面表达能力差等缺点,目前业界对ON/OFF方法并没有表现出应有的兴趣。本文的目的是研究一种新颖的ON/OFF拓扑优化方法,该方法可以在更短的时间内得到更适合工业实现的可行优化形状。设计/方法/途径改进的ON/OFF方法采用结构化三角形单元进行有限元建模,因为三角形单元可以更自由地表达形状特征。每四个三角形单元拼接在一起形成一个正方形单元,每个四边形单元与一个二进制值相关联,表示四个三角形单元的物质状态。采用二元元启发式算法对物料分布进行优化。基于元启发式算法的输出对元素进行材料填充后,将进行两步表面光滑处理,使形状更适合制造。通过对一个基准拓扑优化问题的数值对比结果表明,该方法能在较短的时间内得到更适合工业化实现的可行优化形状。此外,该算法的收敛速度和鲁棒性,特别是在多目标拓扑优化问题中有了显著提高。提出了一种新颖的ON/OFF拓扑优化方法。与传统的ON/OFF方法相比,该方法在搜索效率和鲁棒性方面都有所提高。此外,所提出的方法可以提供更适合工业实现的可行优化形状。
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来源期刊
CiteScore
1.60
自引率
0.00%
发文量
124
审稿时长
4.2 months
期刊介绍: COMPEL exists for the discussion and dissemination of computational and analytical methods in electrical and electronic engineering. The main emphasis of papers should be on methods and new techniques, or the application of existing techniques in a novel way. Whilst papers with immediate application to particular engineering problems are welcome, so too are papers that form a basis for further development in the area of study. A double-blind review process ensures the content''s validity and relevance.
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