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Transient dynamics of powder spattering in laser powder bed fusion additive manufacturing process revealed by in-situ high-speed high-energy x-ray imaging

Journal Article · · Acta Materialia

Powder spattering is a major cause of defect formation and quality uncertainty in the laser powder bed fusion (LPBF) additive manufacturing (AM) process. It is very difficult to investigate this with either conventional characterization tools or modeling and simulation. The detailed dynamics of powder spattering in the LPBF are still not fully understood. Here, we report insights into the transient dynamics of powder spattering in the LPBF process that were observed with in-situ high-speed high-energy x-ray imaging. Powder motion dynamics, as functions of time, environment pressure, and location, are presented. The moving speed, acceleration, and driving force of powder motion that are induced by metal vapor jet/plume and argon gas flow are quantified. A schematic map showing the dynamics and mechanisms of powder motion during the LPBF process as functions of time and pressure is constructed. In conclusion, potential ways to mitigate powder spattering during the LPBF process are discussed and proposed, based on the revealed powder motion dynamics and mechanisms.

Research Organization:
Argonne National Lab. (ANL), Argonne, IL (United States)
Sponsoring Organization:
USDOE Office of Science (SC), Basic Energy Sciences (BES) (SC-22); Honeywell Federal Manufacturing and Technologies, LLC
Grant/Contract Number:
AC02-06CH11357
OSTI ID:
1477838
Alternate ID(s):
OSTI ID: 1548513
OSTI ID: 22744582
Journal Information:
Acta Materialia, Journal Name: Acta Materialia Journal Issue: C Vol. 151; ISSN 1359-6454
Publisher:
ElsevierCopyright Statement
Country of Publication:
United States
Language:
English

References (33)

On the role of melt flow into the surface structure and porosity development during selective laser melting journal September 2015
Denudation of metal powder layers in laser powder bed fusion processes journal August 2016
On the use of spatter signature for in-situ monitoring of Laser Powder Bed Fusion journal August 2017
Layerwise Monitoring of the Selective Laser Melting Process by Thermography journal January 2014
Computational Simulation of Thermal and Spattering Phenomena and Microstructure in Selective Laser Melting of Inconel 625 journal January 2016
In situ monitoring of selective laser melting of zinc powder via infrared imaging of the process plume journal February 2018
Metal vapor micro-jet controls material redistribution in laser powder bed fusion additive manufacturing journal June 2017
Laser additive manufacturing of metallic components: materials, processes and mechanisms journal May 2012
Laser and electron-beam powder-bed additive manufacturing of metallic implants: A review on processes, materials and designs: LASER AND ELECTRON-BEAM ADDITIVE MANUFACTURING OF METALLIC IMPLANTS journal October 2015
A Study on the Laser Spatter and the Oxidation Reactions During Selective Laser Melting of 316L Stainless Steel, Al-Si10-Mg, and Ti-6Al-4V journal April 2015
The Effect of Scan Length on the Structure and Mechanical Properties of Electron Beam-Melted Ti-6Al-4V journal November 2016
Spatter formation in laser beam welding using laser beam oscillation journal July 2014
Metal Fabrication by Additive Manufacturing Using Laser and Electron Beam Melting Technologies journal January 2012
Laser powder-bed fusion additive manufacturing: Physics of complex melt flow and formation mechanisms of pores, spatter, and denudation zones journal April 2016
Fluid and particle dynamics in laser powder bed fusion journal January 2018
Relationship between spatter formation and dynamic molten pool during high-power deep-penetration laser welding journal June 2014
Analysis of moving surface structures at a laser-induced boiling front journal October 2014
The status, challenges, and future of additive manufacturing in engineering journal December 2015
Modeling of additive manufacturing processes for metals: Challenges and opportunities journal August 2017
Investigation of the laser–powder–atmosphere interaction zone during the selective laser melting process journal November 2015
Experimental analysis of spatter generation and melt-pool behavior during the powder bed laser beam melting process journal January 2018
Investigation into spatter behavior during selective laser melting of AISI 316L stainless steel powder journal December 2015
Mechanisms and characteristics of spatter generation in SLM processing and its effect on the properties journal March 2017
Spatter formation in selective laser melting process using multi-laser technology journal October 2017
In-situ characterization of laser-powder interaction and cooling rates through high-speed imaging of powder bed fusion additive manufacturing journal December 2017
Monitoring and Adaptive Control of Laser Processes journal January 2014
Real-time monitoring of laser powder bed fusion process using high-speed X-ray imaging and diffraction journal June 2017
Review of selective laser melting: Materials and applications journal December 2015
Laser powder bed fusion additive manufacturing of metals; physics, computational, and materials challenges journal December 2015
Process defects and in situ monitoring methods in metal powder bed fusion: a review journal February 2017
Thermographic measurements of the commercial laser powder bed fusion process at NIST journal August 2016
Multiscale Modeling of Powder Bed–Based Additive Manufacturing journal July 2016
Laser additive manufacturing of metallic components: materials, processes and mechanisms journal May 2012

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Figures / Tables (12)