Litcius/Paper detail

Additive Manufacturing In Situ and Ex Situ Geometric Data Registration

Shaw C. Feng, Yan Lu, Albert Jones, Zhuo Yang

2022Journal of Computing and Information Science in Engineering17 citationsDOIOpen Access PDF

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.

Topics & Concepts

Coordinate systemProcess (computing)Computer scienceIn situImage registrationEngineering drawingData exchangeData processingSensor fusionArtificial intelligenceComputer visionEngineeringDatabaseImage (mathematics)Operating systemMeteorologyPhysicsAdditive Manufacturing Materials and ProcessesAdditive Manufacturing and 3D Printing TechnologiesWelding Techniques and Residual Stresses