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Missouri University of Science and Technology

Sources of Quality Uncertainty in Laser Powder Bed Fusion Metal Additive Manufacturing

Abstract

dc:description.abstract

<p>"Powder based additive manufacturing (AM) exhibits tremendous uncertainties, where variations in build quality is present despite utilizing similar build processing parameters. First, this work reports the features and formation mechanisms of five unique types of spatter during the LPBF process by in-situ high-speed, high-energy x-ray imaging. The unique physical characteristics of spatter are determined. The effect of laser scan speed and laser power on spatter formation, ejection, and mitigation are determined. Second, this work addresses the uncertainty challenge by identifying the sources of uncertainty in SLM by in-situ characterization due to variations from the additive manufacturing processing parameters needed for Ti6Al4V. Second, this work addresses the uncertainty challenge by identifying the sources of uncertainty in SLM by in-situ characterization due to variations from the additive manufacturing processing parameters needed for Ti6Al4V. We show that small variations in the laser beam size, power, scan speed, and powder bed thickness results in significant changes in the SLM dynamics. Third, this work focuses on identifying the uncertainty due to particle size distribution (PSD) on the resulting Ti6Al4V powder’s flowability. More specifically, we showed that the PSDs effect on flowability is not linear, rather the PSD near local high packing densities cause significant reductions in overall dynamic flowability and affect the finalized part’s SLM dynamics. The understanding and control of these uncertainties are vital for increasing the capabilities and reliability of AM produced parts"--Abstract, p. iv</p>

Degree

thesis:*
Name thesis:degree_name
Ph. D. in Mechanical Engineering
Grantor
Missouri University of Science and Technology

Author and committee

dc:creator, dc:contributor.*
Author dc:creator
  • Young, Zachary

Subjects

dc:subject × 5

Identifiers

dc:identifier.*
OAI identifier oai:identifier
oai:scholarsmine.mst.edu:doctoral_dissertations-4196

Chain of custody

source
Harvested from
Missouri University of Science and Technology
Base URL
scholarsmine.mst.edu/do/oai/
Last updated
2026-07-24
Source record
OAI-PMH GetRecord
citation

Young, Zachary. Sources of Quality Uncertainty in Laser Powder Bed Fusion Metal Additive Manufacturing. Missouri University of Science and Technology, https://scholarsmine.mst.edu/doctoral_dissertations/3191