Collection of High Pedigree AM Data for Data Analysis and Correlation. CRADA Final Report

Peeyush Nandwana, Ryan Dehoff, Zach Simkin, Annie Wang

Research output: Book/ReportCommissioned report

Abstract

ORNL worked with Senvol to develop and evaluate a standard operating procedure for collection of pedigree data for Additive Manufacturing using the Concept Laser XLine 1000r using an Al-Si-Mg alloy. ORNL independently evaluated and provided feedback to Senvol regarding the standard operating procedure document. Those edits were incorporated in the document that was then used to fabricate builds on the Concept Laser XLine 1000r to evaluate the efficacy of the document in collecting pedigreed data. The builds were done with varying build parameters, and the samples were subjected to tensile testing. The tensile data was used as an input for an artificial intelligence-based data analytics framework to determine the correlation between the build parameters and resulting tensile strength.
Original languageEnglish
Place of PublicationUnited States
DOIs
StatePublished - 2019

Keywords

  • 42 ENGINEERING
  • 97 MATHEMATICS AND COMPUTING
  • 36 MATERIALS SCIENCE
  • additive manufacturing

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