利用三维扫描对聚乳酸基材料挤压三维打印进行质量控制的成本效益型方法

IF 10.4 1区 计算机科学 Q1 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Journal of Industrial Information Integration Pub Date : 2024-07-04 DOI:10.1016/j.jii.2024.100660
Andrea Montalti, Patrich Ferretti, Gian Maria Santi
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引用次数: 0

摘要

在本文中,我们旨在强调验证通过材料挤压快速成型技术生产的部件在几何和尺寸上是否符合 STL(标准镶嵌语言)模型的重要性。目前,商业界正在大力投资增材制造技术,但在不花费过多经济成本的情况下,获得打印部件精度的反馈至关重要。因此,我们选择使用中档三维扫描仪(Revopoint Mini,精度为 0.02 毫米)来调查使用聚乳酸材料打印结果的差异。我们对每个模型进行扫描,并与初始网格进行比较,以定性和定量地评估目前存在的误差。分析结果表明,大部分特征可以得到有效控制,而其余特征要么在工具精度范围内,要么需要更高质量的扫描。特别是在分析的案例中,平面、复杂几何形状的轮廓和孔都显示出了尺寸和几何的可控性。然而,由于误差标准偏差过大,尺寸较小或扫描仪难以扫描到的细节无法进行充分比较。所分析的层高对部件精度的影响不大。
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A Cost-effective approach for quality control in PLA-based material extrusion 3D printing using 3D scanning

In this article, our aim is to underscore the importance of verifying that components produced through material extrusion additive manufacturing exhibit geometric and dimensional conformity with the STL (Standard Tessellation Language) model. Currently, the business world is heavily investing in additive technologies, but it is crucial to obtain feedback on the accuracy of the printed component without excessive economic expenditure. For this reason, we have opted to utilize a mid-range 3D scanner (Revopoint Mini with an accuracy of 0.02 mm) to investigate any disparities in print results using PLA material. Each model has been scanned and compared with the initial mesh to qualitatively and quantitatively assess the present errors. The analysis has revealed that the majority of features can be effectively controlled, while the remaining ones either fall within the tool's precision or necessitate a higher-quality scan. Particularly in the analysed case, flat surfaces, profiles of complex geometries, and holes have demonstrated dimensional and geometric controllability. However, details of reduced dimensions or those difficult to reach by the scanner do not allow for adequate comparison due to excessive standard deviation in the error. The analysed layer heights do not exhibit a significant impact on component accuracy.

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来源期刊
Journal of Industrial Information Integration
Journal of Industrial Information Integration Decision Sciences-Information Systems and Management
CiteScore
22.30
自引率
13.40%
发文量
100
期刊介绍: The Journal of Industrial Information Integration focuses on the industry's transition towards industrial integration and informatization, covering not only hardware and software but also information integration. It serves as a platform for promoting advances in industrial information integration, addressing challenges, issues, and solutions in an interdisciplinary forum for researchers, practitioners, and policy makers. The Journal of Industrial Information Integration welcomes papers on foundational, technical, and practical aspects of industrial information integration, emphasizing the complex and cross-disciplinary topics that arise in industrial integration. Techniques from mathematical science, computer science, computer engineering, electrical and electronic engineering, manufacturing engineering, and engineering management are crucial in this context.
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