Topological Optimization and Generative Design for Additive Manufacturing: Software, Trends, and Opportunities

软件 生成语法 拓扑优化 计算机科学 工程制图 工程类 拓扑(电路) 数学 人工智能 结构工程 有限元法 组合数学 程序设计语言
作者
Marcelo Sampaio Martins,Rubén Acevedo,Sofia Glyniadakis,Henrique Pereira Machado,Felipe Proença de Albuquerque,Kaique Ferreira,Yago Levi Acypreste Benazio,Everton Coelho de Medeiros
出处
期刊:Journal of Mechanical Design [American Society of Mechanical Engineers]
卷期号:148 (1) 被引量:3
标识
DOI:10.1115/1.4068852
摘要

Abstract Using advanced industry software has become essential to optimize design and production processes. With the advancement of technologies, tools such as computational modeling, topology optimization (TO), and finite element analysis (FEA) are increasingly vital to improving efficiency, reducing costs, and accelerating the development of complex products in various sectors. After reviewing the relevant literature, this study briefly examines the use of software, forming clusters according to their applications: general applications, health and medicine, automotive, industrial equipment, aerospace, robotics, architecture, and consumer goods. In addition, the software used in each manufacturing phase and its frequency of use were analyzed. With the articles and supplementary literature collected, the categories were subdivided for comprehensive and detailed topic analysis. This technical brief enabled the compilation of workflows and the identification of the most relevant and commonly used finite element method (FEM) and TO software. Furthermore, these software were qualitatively analyzed at each stage of the process. This work provides valuable information for researchers and professionals by offering a comprehensive overview of the most relevant software tools in the industry, facilitating informed decision-making on software selection, and contributing to advancements in design and manufacturing processes.
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