Statistical Process Control in Fused Deposition Modeling based on Tanimoto similarity of uniform surface images of product

Shan-Wen Wang, Tingting Huang, Tao Hou
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引用次数: 4

Abstract

this paper proposed a method to monitor the quality of Fused Deposition Modeling (FDM) products using Statistical Process Control (SPC) based on profile data. Profile data is extracted from product surface image of each layer. Tanimoto similarity between the current profile data and the ideal one is calculated, then used to monitor the manufacturing process. Simulation study is presented to show the property of this method. Case study is given finally as an application in FDM. The proposed method has significant potential for application in real-time monitoring.
基于产品均匀表面图像谷本相似度的熔融沉积建模统计过程控制
提出了一种基于轮廓数据的基于统计过程控制(SPC)的FDM产品质量监控方法。从每一层的产品表面图像中提取轮廓数据。计算出当前轮廓数据与理想轮廓数据之间的谷本相似度,然后用于监控制造过程。仿真研究表明了该方法的有效性。最后给出了在FDM中的应用实例。该方法在实时监测中具有很大的应用潜力。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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