面向增材制造设计自动化:多学科优化方法

A. Wiberg
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引用次数: 4

摘要

近几十年来,通过逐层添加材料的计算机控制制造的发展,称为增材制造(AM),发展迅速。这项技术增加了制造几何形状的可能性,这些几何形状是用更传统的制造方法不可能制造的,或者至少在经济上是不可行的。增材制造的理念是复杂性是免费的,这意味着制造复杂的几何形状和制造简单的几何形状一样昂贵。这在一定程度上是正确的,但在制造之前仍有一些设计规则需要考虑。增材制造设计(DfAM)研究领域包括旨在利用增材制造可能性的研究,同时考虑到该技术的局限性。计算机辅助技术(CAx)是旨在支持数字产品开发过程的方法和软件的使用名称。CAx包括用于设计、设计评估、制造支持和其他方面的软件和方法。所有CAx学科的共同目标是以更低的成本和更短的开发时间获得更好的产品。本文提出的工作将DfAM与CAx连接起来,目的是实现增材制造的设计自动化。该工作回顾了当前的DfAM工艺,并提出了一个新的集成DfAM工艺,该工艺考虑了组件的功能和制造。在案例研究中实现所建议流程的选定部分,以评估所建议的流程。此外,还开发了一个支持部分设计过程的工具。提出的设计过程实现多学科设计优化(MDO)与参数化CAD模型,从功能和制造的角度进行评估。在实施中,使用MDO框架设计结构组件,其中包括用于结构评估的计算机辅助工程(CAE)模型,计算重量,以及在制造过程中需要添加多少支撑材料。该组件经过优化,以减轻重量和最小化支撑材料,同时组件中的应力水平受到限制。开发的工具使用高级参数化CAD建模方法来简化基于拓扑优化(to)结果的参数化CAD模型的创建。这项工作的结论是,在DfAM过程中实施CAx技术可以实现比传统DfAM过程更自动化的设计过程,减少人工设计迭代。它还讨论并提出了进一步研究的方向,以实现增材制造的全自动设计过程。
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Towards Design Automation for Additive Manufacturing : A Multidisciplinary Optimization approach
In recent decades, the development of computer-controlled manufacturing by adding material layer by layer, called Additive Manufacturing (AM), has developed at a rapid pace. The technology adds possibilities to the manufacturing of geometries that are not possible, or at least not economically feasible, to manufacture by more conventional manufacturing methods. AM comes with the idea that complexity is free, meaning that complex geometries are as expensive to manufacture as simple geometries. This is partly true, but there remain several design rules that needs to be considered before manufacturing. The research field Design for Additive Manufacturing (DfAM) consists of research that aims to take advantage of the possibilities of AM while considering the limitations of the technique. Computer Aided technologies (CAx) is the name of the usage of methods and software that aim to support a digital product development process. CAx includes software and methods for design, the evaluation of designs, manufacturing support, and other things. The common goal with all CAx disciplines is to achieve better products at a lower cost and with a shorter development time. The work presented in this thesis bridges DfAM with CAx with the aim of achieving design automation for AM. The work reviews the current DfAM process and proposes a new integrated DfAM process that considers the functionality and manufacturing of components. Selected parts of the proposed process are implemented in a case study in order to evaluate the proposed process. In addition, a tool that supports part of the design process is developed. The proposed design process implements Multidisciplinary Design Optimization (MDO) with a parametric CAD model that is evaluated from functional and manufacturing perspectives. In the implementation, a structural component is designed using the MDO framework, which includes Computer Aided Engineering (CAE) models for structural evaluation, the calculation of weight, and how much support material that needs to be added during manufacturing. The component is optimized for the reduction of weight and minimization of support material, while the stress levels in the component are constrained. The developed tool uses methods for high level Parametric CAD modelling to simplify the creation of parametric CAD models based on Topology Optimization (TO) results. The work concludes that the implementation of CAx technologies in the DfAM process enables a more automated design process with less manual design iterations than traditional DfAM processes. It also discusses and presents directions for further research to achieve a fully automated design process for Additive Manufacturing.
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