A multi-regional MFSE topology optimization method for large-scale structures with arbitrary design domains

IF 4 2区 工程技术 Q2 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Advances in Engineering Software Pub Date : 2024-09-28 DOI:10.1016/j.advengsoft.2024.103778
Zhaoyou Sun , Tingxi Yuan , Wenbo Liu , Jiaqi He , Tiejun Sui , Yangjun Luo
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Abstract

Due to its exceptional mechanical properties, large-scale topology optimization with arbitrary design domains has become an attractive mission and facilitated the application of topology optimization methods in practical engineering applications. In this work, an extended material-field series expansion (MFSE) method that employs a multi-regional strategy with spatial-varied correlation length is proposed for arbitrary design domain and overcoming several shortcomings of the original MFSE method. The proposed approach involves dividing the design domain into multiple sub-regions through background grid mapping technology, where each sub-region is characterized by its own material field function. The evolution of these material-field functions is carried out independently driven by the design sensitivity of the objective function and constraints. As expected, the structures in any two adjacent sub-regions can be connected perfectly due to the continuity of the solution by mono-scale analysis. The proposed framework is scalable and can be utilized for parallel computation, arbitrary design domains, and different topology optimization problems. Several numerical examples, including 2D and 3D design domains with arbitrary geometries, are presented to validate the effectiveness of the proposed method in applying large-scale structures with arbitrary design domains.
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针对具有任意设计域的大型结构的多区域 MFSE 拓扑优化方法
由于其特殊的力学性能,任意设计域的大规模拓扑优化已成为一项具有吸引力的任务,并促进了拓扑优化方法在实际工程应用中的应用。在这项工作中,针对任意设计域提出了一种扩展的材料场序列展开(MFSE)方法,该方法采用了空间相关长度不同的多区域策略,克服了原始 MFSE 方法的若干缺点。该方法通过背景网格映射技术将设计域划分为多个子区域,每个子区域都有自己的材料场函数。在目标函数和约束条件的设计灵敏度的驱动下,这些材料场函数独立演化。正如预期的那样,由于单尺度分析求解的连续性,任何两个相邻子区域的结构都可以完美连接。所提出的框架具有可扩展性,可用于并行计算、任意设计域和不同拓扑优化问题。本文介绍了几个数值实例,包括具有任意几何形状的二维和三维设计域,以验证所提方法在应用具有任意设计域的大型结构时的有效性。
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来源期刊
Advances in Engineering Software
Advances in Engineering Software 工程技术-计算机:跨学科应用
CiteScore
7.70
自引率
4.20%
发文量
169
审稿时长
37 days
期刊介绍: The objective of this journal is to communicate recent and projected advances in computer-based engineering techniques. The fields covered include mechanical, aerospace, civil and environmental engineering, with an emphasis on research and development leading to practical problem-solving. The scope of the journal includes: • Innovative computational strategies and numerical algorithms for large-scale engineering problems • Analysis and simulation techniques and systems • Model and mesh generation • Control of the accuracy, stability and efficiency of computational process • Exploitation of new computing environments (eg distributed hetergeneous and collaborative computing) • Advanced visualization techniques, virtual environments and prototyping • Applications of AI, knowledge-based systems, computational intelligence, including fuzzy logic, neural networks and evolutionary computations • Application of object-oriented technology to engineering problems • Intelligent human computer interfaces • Design automation, multidisciplinary design and optimization • CAD, CAE and integrated process and product development systems • Quality and reliability.
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