A review of computational modeling in powder-based additive manufacturing for metallic part qualification

Liu, Jingfu; Jalalahmadi, Behrooz; Guo, Y. B.; Sealy, Michael P.; Bolander, Nathan

doi:10.1108/rpj-04-2017-0058

A review of computational modeling in powder-based additive manufacturing for metallic part qualification

Journal Article · 12 November 2018 · Rapid Prototyping Journal

DOI:https://doi.org/10.1108/rpj-04-2017-0058· OSTI ID:1541447

Liu, Jingfu ^[1]; Jalalahmadi, Behrooz ^[1]; Guo, Y. B. ^[2]; Sealy, Michael P. ^[3]; Bolander, Nathan ^[1]

Sentient Corporation, Buffalo, New York, USA
University of Alabama, Tuscaloosa, Alabama, USA
Mechanical and Materials Engineering, University of Nebraska, Lincoln, Nebraska, USA

Not provided.

Research Organization:: Sentient Corporation, Harvest, AL (United States)

Sponsoring Organization:: USDOE Office of Science (SC)

DOE Contract Number:: SC0013223

OSTI ID:: 1541447

Journal Information:: Rapid Prototyping Journal, Vol. 24, Issue 8; ISSN 1355-2546

Publisher:: Emerald Group Publishing

Country of Publication:: United States

Language:: English

References (91)

Prediction of microstructure in laser powder bed fusion process No authors listed Acta Materialia https://doi.org/10.1016/j.actamat.2016.11.018		February 2017
Kinetics of Phase Change. I General Theory No authors listed The Journal of Chemical Physics https://doi.org/10.1063/1.1750380		December 1939
Statistical modelling and optimization of surface roughness in the selective laser sintering process No authors listed Proceedings of the Institution of Mechanical Engineers, Part B: Journal of Engineering Manufacture https://doi.org/10.1243/09544054JEM670		January 2007
Epitaxy and Microstructure Evolution in Metal Additive Manufacturing No authors listed Annual Review of Materials Research https://doi.org/10.1146/annurev-matsci-070115-031728		July 2016
Defect generation and propagation mechanism during additive manufacturing by selective beam melting No authors listed Journal of Materials Processing Technology https://doi.org/10.1016/j.jmatprotec.2014.05.002		November 2014
Phase-Field Simulation of Solidification No authors listed Annual Review of Materials Research https://doi.org/10.1146/annurev.matsci.32.101901.155803		August 2002
Thermophysical Properties of Solid and Liquid Ti-6Al-4V (TA6V) Alloy No authors listed International Journal of Thermophysics https://doi.org/10.1007/PL00021868		March 2006
Metal powder absorptivity: modeling and experiment No authors listed Applied Optics https://doi.org/10.1364/AO.55.006496		January 2016
Roughness modeling of AlSi10Mg parts fabricated by selective laser melting No authors listed Journal of Materials Processing Technology https://doi.org/10.1016/j.jmatprotec.2016.11.013		March 2017
Phase-Field Models for Microstructure Evolution No authors listed Annual Review of Materials Research https://doi.org/10.1146/annurev.matsci.32.112001.132041		August 2002
Numerical Simulation of Two-Dimensional Melting and Resolidification of a Two-Component Metal Powder Layer in Selective Laser Sintering Process No authors listed Numerical Heat Transfer, Part A: Applications https://doi.org/10.1080/104077890504177		October 2004
On Process Temperature in Powder-Bed Electron Beam Additive Manufacturing: Model Development and Validation No authors listed Journal of Manufacturing Science and Engineering https://doi.org/10.1115/1.4028484		October 2014
Microstructural Control of Additively Manufactured Metallic Materials No authors listed Annual Review of Materials Research https://doi.org/10.1146/annurev-matsci-070115-031816		July 2016
Synchrotron-Based X-ray Microtomography Characterization of the Effect of Processing Variables on Porosity Formation in Laser Power-Bed Additive Manufacturing of Ti-6Al-4V No authors listed JOM https://doi.org/10.1007/s11837-016-2234-1		January 2017
Thermal and mechanical finite element modeling of laser forming from metal and ceramic powders No authors listed Acta Materialia https://doi.org/10.1016/j.actamat.2003.08.028		January 2004
Correlation between solidification parameters and weld microstructures No authors listed International Materials Reviews https://doi.org/10.1179/imr.1989.34.1.213		January 1989
Thermomechanical Modeling of Additive Manufacturing Large Parts No authors listed Journal of Manufacturing Science and Engineering https://doi.org/10.1115/1.4028669		October 2014
Three-dimensional transient finite element analysis of the selective laser sintering process No authors listed Journal of Materials Processing Technology https://doi.org/10.1016/j.jmatprotec.2008.02.040		January 2009
Fabrication of NiTi through additive manufacturing: A review No authors listed Progress in Materials Science https://doi.org/10.1016/j.pmatsci.2016.08.001		October 2016
Three-Dimensional Temperature Gradient Mechanism in Selective Laser Melting of Ti-6Al-4V No authors listed Journal of Manufacturing Science and Engineering https://doi.org/10.1115/1.4028539		October 2014
A predictive model and validation of laser cutting of nitinol with a novel moving volumetric pulsed heat flux No authors listed Journal of Materials Processing Technology https://doi.org/10.1016/j.jmatprotec.2014.06.010		December 2014
Advanced metal powder based manufacturing of complex components by electron beam melting No authors listed Materials Technology https://doi.org/10.1179/106678509X12475882446133		September 2009
Phase-Field Modeling of Microstructure Evolution in Electron Beam Additive Manufacturing No authors listed JOM https://doi.org/10.1007/s11837-015-1352-5		March 2015
Model of Radiation and Heat Transfer in Laser-Powder Interaction Zone at Selective Laser Melting No authors listed Journal of Heat Transfer https://doi.org/10.1115/1.3109245		May 2009
Thermo-mechanical model development and validation of directed energy deposition additive manufacturing of Ti–6Al–4V No authors listed Additive Manufacturing https://doi.org/10.1016/j.addma.2014.10.003		January 2015
Grain structure evolution in Inconel 718 during selective electron beam melting No authors listed Materials Science and Engineering: A https://doi.org/10.1016/j.msea.2016.05.046		June 2016
Implementation of a thermomechanical model for the simulation of selective laser melting No authors listed Computational Mechanics https://doi.org/10.1007/s00466-014-1024-2		April 2014
Experimental comparison of residual stresses for a thermomechanical model for the simulation of selective laser melting No authors listed Additive Manufacturing https://doi.org/10.1016/j.addma.2016.05.011		October 2016
Finite element simulation of the temperature and stress fields in single layers built without-support in selective laser melting No authors listed Materials & Design (1980-2015) https://doi.org/10.1016/j.matdes.2013.05.070		December 2013
Numerical Modeling of Heat Distribution in the Electron Beam Melting® of Ti-6Al-4V No authors listed Journal of Manufacturing Science and Engineering https://doi.org/10.1115/1.4025746		November 2013
Density of additively-manufactured, 316L SS parts using laser powder-bed fusion at powers up to 400 W No authors listed The International Journal of Advanced Manufacturing Technology https://doi.org/10.1007/s00170-014-5954-9		May 2014
Modeling of laser keyhole welding: Part I. mathematical modeling, numerical methodology, role of recoil pressure, multiple reflections, and free surface evolution No authors listed Metallurgical and Materials Transactions A https://doi.org/10.1007/s11661-002-0190-6		June 2002
Overview of modelling and simulation of metal powder bed fusion process at Lawrence Livermore National Laboratory No authors listed Materials Science and Technology https://doi.org/10.1179/1743284714Y.0000000728		November 2014
Laser powder bed fusion additive manufacturing of metals; physics, computational, and materials challenges No authors listed Applied Physics Reviews https://doi.org/10.1063/1.4937809		December 2015
Observation of keyhole-mode laser melting in laser powder-bed fusion additive manufacturing No authors listed Journal of Materials Processing Technology https://doi.org/10.1016/j.jmatprotec.2014.06.005		December 2014
Evaporation model for beam based additive manufacturing using free surface lattice Boltzmann methods No authors listed Journal of Physics D: Applied Physics https://doi.org/10.1088/0022-3727/47/27/275303		June 2014
Theoretical Modeling of Rapid Surface Vaporization with Back Pressure No authors listed AIAA Journal https://doi.org/10.2514/3.61164		May 1979
A general equation prescribing the extent of the austenite-martensite transformation in pure iron-carbon alloys and plain carbon steels No authors listed Acta Metallurgica https://doi.org/10.1016/0001-6160(59)90170-1		January 1959
Mesoscopic simulation of selective beam melting processes No authors listed Journal of Materials Processing Technology https://doi.org/10.1016/j.jmatprotec.2010.12.016		June 2011
Tailoring the grain structure of IN718 during selective electron beam melting No authors listed MATEC Web of Conferences https://doi.org/10.1051/matecconf/20141408001		January 2014
New Ferro Powder for Selective Laser Sintering of Dense Parts No authors listed CIRP Annals https://doi.org/10.1016/S0007-8506(07)60550-2		January 2003
Phase-field modeling of microstructure formation during rapid solidification in Inconel 718 superalloy No authors listed Acta Materialia https://doi.org/10.1016/j.actamat.2015.05.052		August 2015
Theory of microstructural development during rapid solidification No authors listed Acta Metallurgica https://doi.org/10.1016/0001-6160(86)90056-8		May 1986
Prediction of Residual Stress and Part Distortion in Selective Laser Melting No authors listed Procedia CIRP https://doi.org/10.1016/j.procir.2016.02.058		January 2016
A multiscale modeling approach for fast prediction of part distortion in selective laser melting No authors listed Journal of Materials Processing Technology https://doi.org/10.1016/j.jmatprotec.2015.10.022		March 2016
Phase-field simulations of non-isothermal binary alloy solidification No authors listed Acta Materialia https://doi.org/10.1016/S1359-6454(00)00360-8		February 2001
Measurement Science Needs for Real-time Control of Additive Manufacturing Powder Bed Fusion Processes No authors listed https://doi.org/10.6028/NIST.IR.8036		February 2015
Multiscale Modeling of Powder Bed–Based Additive Manufacturing No authors listed Annual Review of Materials Research https://doi.org/10.1146/annurev-matsci-070115-032158		July 2016
Electron Beam Absorption Algorithms for Electron Beam Melting Processes Simulated by a Three-Dimensional Thermal Free Surface Lattice Boltzmann Method in a Distributed and Parallel Environment No authors listed Procedia Computer Science https://doi.org/10.1016/j.procs.2013.05.383		January 2013
Denudation of metal powder layers in laser powder bed fusion processes No authors listed Acta Materialia https://doi.org/10.1016/j.actamat.2016.05.017		August 2016
Absorption of laser irradiation in a porous powder layer No authors listed Journal of Laser Applications https://doi.org/10.2351/1.2756854		November 2007
Calculation of weld metal composition change in high-power conduction mode carbon dioxide laser-welded stainless steels No authors listed Metallurgical Transactions B https://doi.org/10.1007/BF02657881		February 1993
Numerical modeling of microstructure evolution during laser additive manufacturing of a nickel-based superalloy No authors listed Acta Materialia https://doi.org/10.1016/j.actamat.2014.05.039		September 2014
An Integrated Approach to Additive Manufacturing Simulations Using Physics Based, Coupled Multiscale Process Modeling No authors listed Journal of Manufacturing Science and Engineering https://doi.org/10.1115/1.4028580		October 2014
On the role of thermal fluid dynamics into the evolution of porosity during selective laser melting No authors listed Scripta Materialia https://doi.org/10.1016/j.scriptamat.2015.04.016		August 2015
Numerical Computation of Component Shape Distortion Manufactured by Selective Laser Melting No authors listed Procedia CIRP https://doi.org/10.1016/j.procir.2014.06.113		January 2014
Finite element analysis of temperature distribution in single metallic powder layer during metal laser sintering No authors listed International Journal of Machine Tools and Manufacture https://doi.org/10.1016/j.ijmachtools.2006.09.025		June 2007
Advanced numerical method for fast prediction of welding distortions of large aircraft structures No authors listed International Journal of Microstructure and Materials Properties https://doi.org/10.1504/IJMMP.2010.037619		January 2010
Computational modeling of residual stress formation during the electron beam melting process for Inconel 718 No authors listed Additive Manufacturing https://doi.org/10.1016/j.addma.2015.03.003		July 2015
Phase Field Simulations of Autocatalytic Formation of Alpha Lamellar Colonies in Ti-6Al-4V No authors listed Metallurgical and Materials Transactions A https://doi.org/10.1007/s11661-016-3746-6		September 2016
Simulation of grain structure evolution during powder bed based additive manufacturing No authors listed Additive Manufacturing https://doi.org/10.1016/j.addma.2016.10.007		January 2017
Probabilistic modelling of microstructure formation in solidification processes No authors listed Acta Metallurgica et Materialia https://doi.org/10.1016/0956-7151(93)90065-Z		February 1993
A three-dimensional finite element analysis of the temperature field during laser melting of metal powders in additive layer manufacturing No authors listed International Journal of Machine Tools and Manufacture https://doi.org/10.1016/j.ijmachtools.2009.07.004		October 2009
Photopyroelectric measurement of thermal conductivity of metallic powders No authors listed Journal of Applied Physics https://doi.org/10.1063/1.1832740		January 2005
Estimation of the parameters of a Gaussian heat source by the Levenberg–Marquardt method: Application to the electron beam welding No authors listed International Journal of Thermal Sciences https://doi.org/10.1016/j.ijthermalsci.2006.04.015		February 2007
Numerical analysis of the effects of non-conventional laser beam geometries during laser melting of metallic materials No authors listed Journal of Physics D: Applied Physics https://doi.org/10.1088/0022-3727/40/2/039		January 2007
Porosity Measurements and Analysis for Metal Additive Manufacturing Process Control No authors listed Journal of Research of the National Institute of Standards and Technology https://doi.org/10.6028/jres.119.019		January 2014
Linking process, structure, property, and performance for metal-based additive manufacturing: computational approaches with experimental support No authors listed Computational Mechanics https://doi.org/10.1007/s00466-015-1240-4		January 2016
Surface roughness analysis, modelling and prediction in selective laser melting No authors listed Journal of Materials Processing Technology https://doi.org/10.1016/j.jmatprotec.2012.11.011		April 2013
A novel integrated model combining Cellular Automata and Phase Field methods for microstructure evolution during solidification of multi-component and multi-phase alloys No authors listed Computational Materials Science https://doi.org/10.1016/j.commatsci.2011.03.044		July 2011
Multiscale Modeling of Transport Phenomena and Dendritic Growth in Laser Cladding Processes No authors listed Metallurgical and Materials Transactions B https://doi.org/10.1007/s11663-011-9545-y		July 2011
Numerical Modeling of Transport Phenomena and Dendritic Growth in Laser Spot Conduction Welding of 304 Stainless Steel No authors listed Journal of Manufacturing Science and Engineering https://doi.org/10.1115/1.4007101		July 2012
Analysis of multi-phase interaction and its effects on keyhole dynamics with a multi-physics numerical model No authors listed Journal of Physics D: Applied Physics https://doi.org/10.1088/0022-3727/47/34/345501		July 2014
Multi-scale modeling of solidification and microstructure development in laser keyhole welding process for austenitic stainless steel No authors listed Computational Materials Science https://doi.org/10.1016/j.commatsci.2014.10.063		February 2015
Prediction of lack-of-fusion porosity for powder bed fusion No authors listed Additive Manufacturing https://doi.org/10.1016/j.addma.2016.12.001		March 2017
A review of defect modeling in laser material processing No authors listed Additive Manufacturing https://doi.org/10.1016/j.addma.2016.10.009		March 2017
Modeling of equiaxed microstructure formation in casting No authors listed Metallurgical Transactions A https://doi.org/10.1007/BF02670257		February 1989
Industrial survey of ISO surface texture parameters No authors listed CIRP Journal of Manufacturing Science and Technology https://doi.org/10.1016/j.cirpj.2017.06.001		November 2017
Rate of Nucleation in Condensed Systems No authors listed The Journal of Chemical Physics https://doi.org/10.1063/1.1747055		January 1949
Modeling the Microstructure Evolution During Additive Manufacturing of Ti6Al4V: A Comparison Between Electron Beam Melting and Selective Laser Melting No authors listed JOM https://doi.org/10.1007/s11837-016-1890-5		April 2016
Theoretical and experimental study on surface roughness of 316L stainless steel metal parts obtained through selective laser melting No authors listed Rapid Prototyping Journal https://doi.org/10.1108/RPJ-06-2015-0078		June 2016
Residual stress mapping in Inconel 625 fabricated through additive manufacturing: Method for neutron diffraction measurements to validate thermomechanical model predictions No authors listed Materials & Design https://doi.org/10.1016/j.matdes.2016.10.003		January 2017
Thermal Science of Weld Bead Defects: A Review No authors listed Journal of Heat Transfer https://doi.org/10.1115/1.4002445		November 2010
Three dimensional Monte Carlo simulation of grain growth during GTA welding of titanium No authors listed Acta Materialia https://doi.org/10.1016/S1359-6454(00)00279-2		December 2000
Dendrite growth simulation during solidification in the LENS process No authors listed Acta Materialia https://doi.org/10.1016/j.actamat.2009.10.053		February 2010
Investigations on residual stresses and deformations in selective laser melting No authors listed Production Engineering https://doi.org/10.1007/s11740-009-0192-y		November 2009
Modelling and simulation of electron beam melting No authors listed Production Engineering https://doi.org/10.1007/s11740-009-0197-6		December 2009
A coupled finite element cellular automaton model to predict thermal history and grain morphology of Ti-6Al-4V during direct metal deposition (DMD) No authors listed Additive Manufacturing https://doi.org/10.1016/j.addma.2016.04.004		July 2016
Numerical simulation of laser irradiation to a randomly packed bimodal powder bed No authors listed International Journal of Heat and Mass Transfer https://doi.org/10.1016/j.ijheatmasstransfer.2009.01.028		June 2009
A Modified Cellular Automaton Model for the Simulation of Dendritic Growth in Solidification of Alloys. No authors listed ISIJ International https://doi.org/10.2355/isijinternational.41.436		January 2001
Evolution of grain structure during laser additive manufacturing. Simulation by a cellular automata method No authors listed Materials & Design https://doi.org/10.1016/j.matdes.2016.05.125		September 2016

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