论文标题

计算设计和评估方法,用于授权数字制造中的非专家

Computational Design and Evaluation Methods for Empowering Non-Experts in Digital Fabrication

论文作者

Ulu, Nurcan Gecer

论文摘要

尽管个人制造硬件和服务的可用性增加了,但由于缺乏可以通过非专家支持3D形状设计的计算技术,数字制造的真正潜力仍然没有实现。这项工作开发了计算方法,以解决内容创建的两个关键方面:(1)功能驱动的设计综合,(2)设计评估。 对于设计综合,引入了一种生成形状建模算法,该算法促进了自动几何综合和非专家的用户驱动修改。这项研究引起的一个批判性观察是,最几何规格是由功能要求决定的。为了通过高级功能处方支持设计,已经开发了一种基于物理的形状优化方法,用于合规性耦合行为设计。与这个想法相一致,还探索了通过利用屈曲梁的概念从Flat 2D纸上产生复杂的3D表面。有效的设计评估是第二个关键方面,对于不存在计算解决方案的问题至关重要。对于这些问题,这项工作提出了众包作为赋予传统上需要专业知识和专业知识的深奥设计领域中非专家的一种方式。

Despite the increasing availability of personal fabrication hardware and services, the true potential of digital fabrication remains unrealized due to lack of computational techniques that can support 3D shape design by non-experts. This work develops computational methods that address two key aspects of content creation:(1) Function-driven design synthesis, (2) Design assessment. For design synthesis, a generative shape modeling algorithm that facilitates automatic geometry synthesis and user-driven modification for non-experts is introduced. A critical observation that arises from this study is that the most geometrical specifications are dictated by functional requirements. To support design by high-level functional prescriptions, a physics based shape optimization method for compliant coupling behavior design has been developed. In line with this idea, producing complex 3D surfaces from flat 2D sheets by exploiting the concept of buckling beams has also been explored. Effective design assessment, the second key aspect, becomes critical for problems in which computational solutions do not exist. For these problems, this work proposes crowdsourcing as a way to empower non-experts in esoteric design domains that traditionally require expertise and specialized knowledge.

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