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Title: Modeling of additive manufacturing processes for metals: Challenges and opportunities

Abstract

Here, with the technology being developed to manufacture metallic parts using increasingly advanced additive manufacturing processes, a new era has opened up for designing novel structural materials, from designing shapes and complex geometries to controlling the microstructure (alloy composition and morphology). The material properties used within specific structural components are also designable in order to meet specific performance requirements that are not imaginable with traditional metal forming and machining (subtractive) techniques.

Authors:
ORCiD logo [1];  [2];  [3]; ORCiD logo [1];  [1];  [1]; ORCiD logo [1];  [1];  [1]; ORCiD logo [1]; ORCiD logo [1];  [1];  [1];  [1];  [1];  [2];  [2];  [2];  [2];  [2] more »;  [2];  [3];  [3];  [3];  [3];  [3];  [3] « less
  1. Los Alamos National Lab. (LANL), Los Alamos, NM (United States)
  2. Sandia National Lab. (SNL-NM), Albuquerque, NM (United States)
  3. Lawrence Livermore National Lab. (LLNL), Livermore, CA (United States)
Publication Date:
Research Org.:
Los Alamos National Laboratory (LANL), Los Alamos, NM (United States); Sandia National Lab. (SNL-NM), Albuquerque, NM (United States); Lawrence Livermore National Laboratory (LLNL), Livermore, CA (United States)
Sponsoring Org.:
USDOE National Nuclear Security Administration (NNSA); USDOE Laboratory Directed Research and Development (LDRD) Program; USDOE Office of Science (SC), Basic Energy Sciences (BES). Materials Sciences & Engineering Division
OSTI Identifier:
1344361
Alternate Identifier(s):
OSTI ID: 1429797; OSTI ID: 1694050; OSTI ID: 1880946
Report Number(s):
LA-UR-16-24513; LLNL-JRNL-838542; SAND-2017-6832J
Journal ID: ISSN 1359-0286
Grant/Contract Number:  
AC52-06NA25396; AC52-07NA27344; AC04-94AL85000; 13-SI-002
Resource Type:
Accepted Manuscript
Journal Name:
Current Opinion in Solid State and Materials Science
Additional Journal Information:
Journal Volume: 21; Journal Issue: 4; Journal ID: ISSN 1359-0286
Publisher:
Elsevier
Country of Publication:
United States
Language:
English
Subject:
36 MATERIALS SCIENCE; additive manufacturing

Citation Formats

Francois, Marianne M., Sun, Amy, King, Wayne E., Henson, Neil Jon, Tourret, Damien, Bronkhorst, Ccut Allan, Carlson, Neil N., Newman, Christopher Kyle, Haut, Terry Scot, Bakosi, Jozsef, Gibbs, John W., Livescu, Veronica, Vander Wiel, Scott Alan, Clarke, Amy Jean, Schraad, Mark William, Blacker, T., Lim, H., Rodgers, T., Owen, S., Abdeljawad, F., Madison, J., Anderson, A. T., Fattebert, J. -L., Ferencz, R. M., Hodge, N. E., Khairallah, S. A., and Walton, O. Modeling of additive manufacturing processes for metals: Challenges and opportunities. United States: N. p., 2017. Web. doi:10.1016/j.cossms.2016.12.001.
Francois, Marianne M., Sun, Amy, King, Wayne E., Henson, Neil Jon, Tourret, Damien, Bronkhorst, Ccut Allan, Carlson, Neil N., Newman, Christopher Kyle, Haut, Terry Scot, Bakosi, Jozsef, Gibbs, John W., Livescu, Veronica, Vander Wiel, Scott Alan, Clarke, Amy Jean, Schraad, Mark William, Blacker, T., Lim, H., Rodgers, T., Owen, S., Abdeljawad, F., Madison, J., Anderson, A. T., Fattebert, J. -L., Ferencz, R. M., Hodge, N. E., Khairallah, S. A., & Walton, O. Modeling of additive manufacturing processes for metals: Challenges and opportunities. United States. https://doi.org/10.1016/j.cossms.2016.12.001
Francois, Marianne M., Sun, Amy, King, Wayne E., Henson, Neil Jon, Tourret, Damien, Bronkhorst, Ccut Allan, Carlson, Neil N., Newman, Christopher Kyle, Haut, Terry Scot, Bakosi, Jozsef, Gibbs, John W., Livescu, Veronica, Vander Wiel, Scott Alan, Clarke, Amy Jean, Schraad, Mark William, Blacker, T., Lim, H., Rodgers, T., Owen, S., Abdeljawad, F., Madison, J., Anderson, A. T., Fattebert, J. -L., Ferencz, R. M., Hodge, N. E., Khairallah, S. A., and Walton, O. Mon . "Modeling of additive manufacturing processes for metals: Challenges and opportunities". United States. https://doi.org/10.1016/j.cossms.2016.12.001. https://www.osti.gov/servlets/purl/1344361.
@article{osti_1344361,
title = {Modeling of additive manufacturing processes for metals: Challenges and opportunities},
author = {Francois, Marianne M. and Sun, Amy and King, Wayne E. and Henson, Neil Jon and Tourret, Damien and Bronkhorst, Ccut Allan and Carlson, Neil N. and Newman, Christopher Kyle and Haut, Terry Scot and Bakosi, Jozsef and Gibbs, John W. and Livescu, Veronica and Vander Wiel, Scott Alan and Clarke, Amy Jean and Schraad, Mark William and Blacker, T. and Lim, H. and Rodgers, T. and Owen, S. and Abdeljawad, F. and Madison, J. and Anderson, A. T. and Fattebert, J. -L. and Ferencz, R. M. and Hodge, N. E. and Khairallah, S. A. and Walton, O.},
abstractNote = {Here, with the technology being developed to manufacture metallic parts using increasingly advanced additive manufacturing processes, a new era has opened up for designing novel structural materials, from designing shapes and complex geometries to controlling the microstructure (alloy composition and morphology). The material properties used within specific structural components are also designable in order to meet specific performance requirements that are not imaginable with traditional metal forming and machining (subtractive) techniques.},
doi = {10.1016/j.cossms.2016.12.001},
journal = {Current Opinion in Solid State and Materials Science},
number = 4,
volume = 21,
place = {United States},
year = {Mon Jan 09 00:00:00 EST 2017},
month = {Mon Jan 09 00:00:00 EST 2017}
}

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Cited by: 195 works
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Works referenced in this record:

Incorporating physically-based microstructures in materials modeling: Bridging phase field and crystal plasticity frameworks
journal, April 2016

  • Lim, Hojun; Abdeljawad, Fadi; Owen, Steven J.
  • Modelling and Simulation in Materials Science and Engineering, Vol. 24, Issue 4
  • DOI: 10.1088/0965-0393/24/4/045016

Support structure constrained topology optimization for additive manufacturing
journal, December 2016


Phase-Field Simulation of Solidification
journal, August 2002


Modeling metal deposition in heat transfer analyses of additive manufacturing processes
journal, September 2014


An evaluation of higher-order single crystal strength models for constrained thin films subjected to simple shear
journal, September 2013


Numerical implementation of a crystal plasticity model with dislocation transport for high strain rate applications
journal, April 2016

  • Mayeur, Jason R.; Mourad, Hashem M.; Luscher, Darby J.
  • Modelling and Simulation in Materials Science and Engineering, Vol. 24, Issue 4
  • DOI: 10.1088/0965-0393/24/4/045013

Spatial variation of melt pool geometry, peak temperature and solidification parameters during laser assisted additive manufacturing process
journal, November 2014


Phase-field modeling of coring during solidification of Au–Ni alloy using quaternions and CALPHAD input
journal, January 2014


Three-dimensional cellular automaton-finite element modeling of solidification grain structures for arc-welding processes
journal, August 2016


Multiscale dendritic needle network model of alloy solidification
journal, October 2013


Mesoscopic simulation model of selective laser melting of stainless steel powder
journal, November 2014


An Experimental Investigation into Additive Manufacturing-Induced Residual Stresses in 316L Stainless Steel
journal, September 2014

  • Wu, Amanda S.; Brown, Donald W.; Kumar, Mukul
  • Metallurgical and Materials Transactions A, Vol. 45, Issue 13
  • DOI: 10.1007/s11661-014-2549-x

A comparison of Gurtin type and micropolar theories of generalized single crystal plasticity
journal, June 2014


A second gradient theoretical framework for hierarchical multiscale modeling of materials
journal, August 2010

  • Luscher, Darby J.; McDowell, David L.; Bronkhorst, Curt A.
  • International Journal of Plasticity, Vol. 26, Issue 8
  • DOI: 10.1016/j.ijplas.2010.05.006

Implementation of a thermomechanical model for the simulation of selective laser melting
journal, April 2014


Effect of real-time cooling rate on microstructure in Laser Additive Manufacturing
journal, May 2016


Crystallographic texture evolution in bulk deformation processing of FCC metals
journal, January 1992

  • Kalidindi, S. R.; Bronkhorst, C. A.; Anand, L.
  • Journal of the Mechanics and Physics of Solids, Vol. 40, Issue 3
  • DOI: 10.1016/0022-5096(92)80003-9

Modeling the microstructural evolution of metallic polycrystalline materials under localization conditions
journal, November 2007

  • Bronkhorst, C. A.; Hansen, B. L.; Cerreta, E. K.
  • Journal of the Mechanics and Physics of Solids, Vol. 55, Issue 11
  • DOI: 10.1016/j.jmps.2007.03.019

Particle-based simulation of powder application in additive manufacturing
journal, January 2016


Granular flow down an inclined plane: Bagnold scaling and rheology
journal, October 2001


Laser powder bed fusion additive manufacturing of metals; physics, computational, and materials challenges
journal, December 2015

  • King, W. E.; Anderson, A. T.; Ferencz, R. M.
  • Applied Physics Reviews, Vol. 2, Issue 4
  • DOI: 10.1063/1.4937809

Single track formation in selective laser melting of metal powders
journal, September 2010


Crystal plasticity simulations of fretting of Ti-6Al-4V in partial slip regime considering effects of texture
journal, January 2008


Incorporating interface affected zones into crystal plasticity
journal, February 2015


Distribution-enhanced homogenization framework and model for heterogeneous elasto-plastic problems
journal, December 2015

  • Alleman, Coleman; Luscher, D. J.; Bronkhorst, Curt
  • Journal of the Mechanics and Physics of Solids, Vol. 85
  • DOI: 10.1016/j.jmps.2015.09.012

Atomistic and continuum modeling of dendritic solidification
journal, September 2003


Probabilistic modelling of microstructure formation in solidification processes
journal, February 1993


Modeling void growth in polycrystalline materials
journal, October 2013


Three-Dimensional Multiscale Modeling of Dendritic Spacing Selection During Al-Si Directional Solidification
journal, May 2015


Dislocation subgrain structures and modeling the plastic hardening of metallic single crystals
journal, April 2010

  • Hansen, B. L.; Bronkhorst, C. A.; Ortiz, M.
  • Modelling and Simulation in Materials Science and Engineering, Vol. 18, Issue 5
  • DOI: 10.1088/0965-0393/18/5/055001

Atomistic to continuum modeling of solidification microstructures
journal, February 2016


A three-dimensional crystal plasticity model for duplex Ti–6Al–4V
journal, September 2007


Laser powder-bed fusion additive manufacturing: Physics of complex melt flow and formation mechanisms of pores, spatter, and denudation zones
journal, April 2016


Phase field theory of polycrystalline solidification in three dimensions
journal, July 2005


Model of Radiation and Heat Transfer in Laser-Powder Interaction Zone at Selective Laser Melting
journal, May 2009

  • Gusarov, A. V.; Yadroitsev, I.; Bertrand, Ph.
  • Journal of Heat Transfer, Vol. 131, Issue 7
  • DOI: 10.1115/1.3109245

Efficient Design-Optimization of Variable-Density Hexagonal Cellular Structure by Additive Manufacturing: Theory and Validation
journal, April 2015

  • Zhang, Pu; Toman, Jakub; Yu, Yiqi
  • Journal of Manufacturing Science and Engineering, Vol. 137, Issue 2
  • DOI: 10.1115/1.4028724

Modeling of solidification: Grain structures and segregations in metallic alloys
journal, April 2010


A dislocation-based multi-rate single crystal plasticity model
journal, May 2013


Thermal Behavior and Microstructural Evolution during Laser Deposition with Laser-Engineered Net Shaping: Part I. Numerical Calculations
journal, June 2008

  • Zheng, B.; Zhou, Y.; Smugeresky, J. E.
  • Metallurgical and Materials Transactions A, Vol. 39, Issue 9
  • DOI: 10.1007/s11661-008-9557-7

Predicting Mesoscale Microstructural Evolution in Electron Beam Welding
journal, March 2016


A Pareto-Optimal Approach to Multimaterial Topology Optimization
journal, August 2015

  • Mirzendehdel, Amir M.; Suresh, Krishnan
  • Journal of Mechanical Design, Vol. 137, Issue 10
  • DOI: 10.1115/1.4031088

A numerical algorithm for the solution of a phase-field model of polycrystalline materials
journal, February 2010

  • Dorr, M. R.; Fattebert, J. -L.; Wickett, M. E.
  • Journal of Computational Physics, Vol. 229, Issue 3
  • DOI: 10.1016/j.jcp.2009.09.041

Micropolar crystal plasticity simulation of particle strengthening
journal, August 2015

  • Mayeur, J. R.; McDowell, D. L.
  • Modelling and Simulation in Materials Science and Engineering, Vol. 23, Issue 6
  • DOI: 10.1088/0965-0393/23/6/065007

Structure/property (constitutive and dynamic strength/damage) characterization of additively manufactured 316L SS
journal, January 2015


A discrete numerical model for granular assemblies
journal, March 1979


An introduction to phase-field modeling of microstructure evolution
journal, June 2008


Works referencing / citing this record:

Generating virtual process maps of SLM using powder-scale SPH simulations
journal, November 2019

  • Fürstenau, Jan-Philipp; Wessels, Henning; Weißenfels, Christian
  • Computational Particle Mechanics, Vol. 7, Issue 4
  • DOI: 10.1007/s40571-019-00296-3

Review: Materials Ecosystem for Additive Manufacturing Powder Bed Fusion Processes
journal, November 2019


Single-Track Melt-Pool Measurements and Microstructures in Inconel 625
journal, February 2018


Modeling mechanical behavior of an additively manufactured metal structure with local texture variations: a study on model form error
journal, January 2019

  • Brown, Judith A.; Bishop, Joseph E.
  • Modelling and Simulation in Materials Science and Engineering, Vol. 27, Issue 2
  • DOI: 10.1088/1361-651x/aaf107

Data-driven multi-scale multi-physics models to derive process–structure–property relationships for additive manufacturing
journal, January 2018


Toward the digital twin of additive manufacturing: Integrating thermal simulations, sensing, and analytics to detect process faults
journal, January 2020


Numerical simulation and experimental research on fused-coating additive manufacturing of Sn63Pb37 thin-walled structures
journal, November 2019


Single-Track Melt-Pool Measurements and Microstructures in Inconel 625
text, January 2018


An Improved Density-Based Design Method of Additive Manufacturing Fabricated Inhomogeneous Cellular-Solid Structures
journal, September 2019

  • Zhu, Yu; Zhao, Jiaqi; Zhang, Ming
  • International Journal of Precision Engineering and Manufacturing, Vol. 21, Issue 1
  • DOI: 10.1007/s12541-019-00230-w

An experimental analysis of deepest bottom-left-fill packing methods for additive manufacturing
journal, November 2019

  • Araújo, Luiz J. P.; Panesar, Ajit; Özcan, Ender
  • International Journal of Production Research, Vol. 58, Issue 22
  • DOI: 10.1080/00207543.2019.1686187

Hybrid Living Materials: Digital Design and Fabrication of 3D Multimaterial Structures with Programmable Biohybrid Surfaces
journal, December 2019

  • Smith, Rachel Soo Hoo; Bader, Christoph; Sharma, Sunanda
  • Advanced Functional Materials, Vol. 30, Issue 7
  • DOI: 10.1002/adfm.201907401

High Order ADER Schemes for Continuum Mechanics
journal, March 2020


Optimal Design for Metal Additive Manufacturing: An Integrated Computational Materials Engineering (ICME) Approach
journal, January 2020


Process-Structure-Properties-Performance Modeling for Selective Laser Melting
journal, October 2019

  • Pinomaa, Tatu; Yashchuk, Ivan; Lindroos, Matti
  • Metals, Vol. 9, Issue 11
  • DOI: 10.3390/met9111138

A high-speed additive manufacturing approach for achieving high printing speed and accuracy
journal, July 2019

  • Nazir, Aamer; Jeng, Jeng-Ywan
  • Proceedings of the Institution of Mechanical Engineers, Part C: Journal of Mechanical Engineering Science
  • DOI: 10.1177/0954406219861664

Optimal Design for Metal Additive Manufacturing: An Integrated Computational Materials Engineering (ICME) Approach
text, January 2020


3D Printing of Textiles: Potential Roadmap to Printing with Fibers
journal, December 2019