Additive Manufacturing In-situ and Ex-Situ Geometric Data Registration

J Comput Inf Sci Eng. 2022 Dec;22(6):10.1115/1.4054202. doi: 10.1115/1.4054202.

Abstract

Recently, The number and types of measurement devices that collect data that is used to monitor Laser-Based Powder Bed Fusion of Metals processes and inspect Additive Manufacturing (AM) metal parts have increased rapidly. Each measurement device generates data in a unique coordinate system and in a unique format. Data alignment is the process of spatially aligning different datasets to a single coordinate system. It is part of a broader process called "Data Registration". This paper provides a data-registration procedure and includes an example of aligning data to a single, reference, coordinate system. Such a reference coordinate system is needed for downstream applications, including data analytic, artificial intelligence, and part qualification.

Keywords: additive manufacturing; data alignment; data registration; meta data modeling.