Measurement of additively manufactured part dimensions using OpenCV for process monitoring

Pradeep Castro, Gurusamy Pathinettampadian, Sarankumar Thanigainathan, Vignesh Prabakar, Rahul Anandha Krishnan, M. Subramaniyan
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Abstract

Dimensional accuracies are affected due to various factors which include warping, ambient temperature, material properties, etc. In-situ process monitoring and controlling in additive manufacturing is one of the ways to reduce defects in three-dimensional (3D) printed parts through continuous monitoring and correcting the process parameters. By considering the dimensions of a printed part, the part is usually inspected after completing the printing process. In this study, a new method for determining dimensional values of fused deposition modeling printed parts during the printing process is proposed using the Open-source Computer Vision Library (OpenCV). This method of determining the dimensions of a part would be useful for a user to verify the dimensions of the part being built at various stages. This could ensure the dimensional accuracy of the part is constant throughout the printing. By adopting this method to measure the dimensions, prevents wastage of material with poor dimensional accuracy and saves time by producing only accurate parts.
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使用 OpenCV 测量快速成型部件的尺寸以进行过程监控
影响尺寸精度的因素有很多,包括翘曲、环境温度、材料特性等。增材制造中的原位过程监控是通过持续监控和修正过程参数来减少三维(3D)打印部件缺陷的方法之一。考虑到打印部件的尺寸,通常在打印过程结束后对部件进行检测。本研究利用开源计算机视觉库(OpenCV)提出了一种在打印过程中确定熔融沉积建模打印部件尺寸值的新方法。这种确定零件尺寸的方法将有助于用户在不同阶段验证正在制造的零件的尺寸。这可以确保在整个打印过程中零件的尺寸精度保持不变。通过采用这种方法测量尺寸,可以防止因尺寸精度差而浪费材料,并通过只生产精确的零件来节省时间。
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