Characterization of defects in additively manufactured materials from mechanical properties

Al Aridi, Rimah; DiNova, Vincent; Zhang, Tianyu; Karna, Sivaji; Yuan, Lang; Krentz, Timothy; Hitchcock, Dale; Gross, Andrew J.

doi:10.1016/j.msea.2024.146390

Title: Characterization of defects in additively manufactured materials from mechanical properties

Journal Article · 31 March 2024 · Materials Science and Engineering. A, Structural Materials: Properties, Microstructure and Processing

DOI: https://doi.org/10.1016/j.msea.2024.146390 · OSTI ID:2368963

;

Not Available

View Accepted Manuscript (Publisher)

This content will become publicly available on March 31, 2026

Cite

Export

Save

Sponsoring Organization:: USDOE

OSTI ID:: 2368963

Journal Information:: Materials Science and Engineering. A, Structural Materials: Properties, Microstructure and Processing, Journal Name: Materials Science and Engineering. A, Structural Materials: Properties, Microstructure and Processing Journal Issue: C Vol. 898; ISSN 0921-5093

Publisher:: ElsevierCopyright Statement

Country of Publication:: Netherlands

Language:: English

References (39)

Determining elastic anisotropy of textured polycrystals using resonant ultrasound spectroscopy Evans, Jordan A.; Sturtevant, Blake T.; Clausen, Bjørn Journal of Materials Science, Vol. 56, Issue 16 https://doi.org/10.1007/s10853-021-05827-z	journal	February 2021
On the range of validity of the Mori-Tanaka method Christensen, R.; Schantz, H.; Shapiro, J. Journal of the Mechanics and Physics of Solids, Vol. 40, Issue 1 https://doi.org/10.1016/0022-5096(92)90240-3	journal	January 1992
On two kinds of ellipsoidal inhomogeneities in an infinite elastic body: An application to a hybrid composite Taya, Minoru; Chou, Tsu-Wei International Journal of Solids and Structures, Vol. 17, Issue 6 https://doi.org/10.1016/0020-7683(81)90018-4	journal	January 1981
The effect of aspect ratio of inclusions on the elastic properties of unidirectionally aligned composites Tandon, G. P.; Weng, G. J. Polymer Composites, Vol. 5, Issue 4 https://doi.org/10.1002/pc.750050413	journal	October 1984
High-throughput stochastic tensile performance of additively manufactured stainless steel Salzbrenner, Bradley C.; Rodelas, Jeffrey M.; Madison, Jonathan D. Journal of Materials Processing Technology, Vol. 241 https://doi.org/10.1016/j.jmatprotec.2016.10.023	journal	March 2017
Third-Order Elastic Constants of Aluminum Thomas, J. F. Physical Review, Vol. 175, Issue 3 https://doi.org/10.1103/PhysRev.175.955	journal	November 1968
Development of a hierarchical model for voids clusters suitable for cast iron degenerated graphite Rizzoni, R.; Livieri, P.; Tovo, R. Theoretical and Applied Fracture Mechanics, Vol. 109 https://doi.org/10.1016/j.tafmec.2020.102731	journal	October 2020
Theory of mechanical properties of fibre-strengthened materials—III. self-consistent model Hill, R. Journal of the Mechanics and Physics of Solids, Vol. 13, Issue 4 https://doi.org/10.1016/0022-5096(65)90008-6	journal	August 1965
On bounds for the overall elastic moduli of inhomogeneous systems—I Walpole, L. J. Journal of the Mechanics and Physics of Solids, Vol. 14, Issue 3 https://doi.org/10.1016/0022-5096(66)90035-4	journal	May 1966
Mechanical evaluation of porous titanium (Ti6Al4V) structures with electron beam melting (EBM) Parthasarathy, Jayanthi; Starly, Binil; Raman, Shivakumar Journal of the Mechanical Behavior of Biomedical Materials, Vol. 3, Issue 3 https://doi.org/10.1016/j.jmbbm.2009.10.006	journal	April 2010
Elastic moduli for a class of porous materials Zhao, Y. H.; Tandon, G. P.; Weng, G. J. Acta Mechanica, Vol. 76, Issue 1-2 https://doi.org/10.1007/BF01175799	journal	February 1989
Formation and reduction of hydrogen porosity during selective laser melting of AlSi10Mg Weingarten, Christian; Buchbinder, Damien; Pirch, Norbert Journal of Materials Processing Technology, Vol. 221 https://doi.org/10.1016/j.jmatprotec.2015.02.013	journal	July 2015
Observation of keyhole-mode laser melting in laser powder-bed fusion additive manufacturing King, Wayne E.; Barth, Holly D.; Castillo, Victor M. Journal of Materials Processing Technology, Vol. 214, Issue 12 https://doi.org/10.1016/j.jmatprotec.2014.06.005	journal	December 2014
Boundary liquation and interface cracking characterization in laser deposition of Inconel 738 on directionally solidified Ni-based superalloy Zhong, Minlin; Sun, Hongqing; Liu, Wenjin Scripta Materialia, Vol. 53, Issue 2 https://doi.org/10.1016/j.scriptamat.2005.03.047	journal	July 2005
Effects of void geometry on elastic properties of unidirectional fiber reinforced composites Huang, Hansong; Talreja, Ramesh Composites Science and Technology, Vol. 65, Issue 13 https://doi.org/10.1016/j.compscitech.2005.02.019	journal	October 2005
Support Vector Machine Versus Random Forest for Remote Sensing Image Classification: A Meta-Analysis and Systematic Review Sheykhmousa, Mohammadreza; Mahdianpari, Masoud; Ghanbari, Hamid IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol. 13 https://doi.org/10.1109/JSTARS.2020.3026724	journal	January 2020
Average stress in matrix and average elastic energy of materials with misfitting inclusions Mori, T.; Tanaka, K. Acta Metallurgica, Vol. 21, Issue 5 https://doi.org/10.1016/0001-6160(73)90064-3	journal	May 1973
The metallurgy and processing science of metal additive manufacturing Sames, W. J.; List, F. A.; Pannala, S. International Materials Reviews, Vol. 61, Issue 5 https://doi.org/10.1080/09506608.2015.1116649	journal	March 2016
Fiji: an open-source platform for biological-image analysis Schindelin, Johannes; Arganda-Carreras, Ignacio; Frise, Erwin Nature Methods, Vol. 9, Issue 7 https://doi.org/10.1038/nmeth.2019	journal	June 2012
Some elastic properties of reinforced solids, with special reference to isotropic ones containing spherical inclusions Weng, G. J. International Journal of Engineering Science, Vol. 22, Issue 7 https://doi.org/10.1016/0020-7225(84)90033-8	journal	January 1984
Characterization and micromechanical modeling of the human cranial bone elastic properties Rahmoun, J.; Auperrin, A.; Delille, R. Mechanics Research Communications, Vol. 60 https://doi.org/10.1016/j.mechrescom.2014.04.001	journal	September 2014
Theory of mechanical properties of fibre-strengthened materials: I. Elastic behaviour Hill, R. Journal of the Mechanics and Physics of Solids, Vol. 12, Issue 4 https://doi.org/10.1016/0022-5096(64)90019-5	journal	September 1964
Random Forests Breiman, Leo Machine Learning, Vol. 45, Issue 1, p. 5-32 https://doi.org/10.1023/A:1010933404324	journal	January 2001
On elastic behaviour of fibre reinforced materials of arbitrary transverse phase geometry Hashin, Z. Journal of the Mechanics and Physics of Solids, Vol. 13, Issue 3 https://doi.org/10.1016/0022-5096(65)90015-3	journal	June 1965
Laser powder-bed fusion additive manufacturing: Physics of complex melt flow and formation mechanisms of pores, spatter, and denudation zones Khairallah, Saad A.; Anderson, Andrew T.; Rubenchik, Alexander Acta Materialia, Vol. 108 https://doi.org/10.1016/j.actamat.2016.02.014	journal	April 2016
On the application of Mori-Tanaka's theory involving transversely isotropic spheroidal inclusions Qiu, Y. P.; Weng, G. J. International Journal of Engineering Science, Vol. 28, Issue 11 https://doi.org/10.1016/0020-7225(90)90112-V	journal	January 1990
Influence of defects on mechanical properties of Ti–6Al–4V components produced by selective laser melting and electron beam melting Gong, Haijun; Rafi, Khalid; Gu, Hengfeng Materials & Design, Vol. 86 https://doi.org/10.1016/j.matdes.2015.07.147	journal	December 2015
A critical evaluation for a class of micro-mechanics models Christensen, Richard M. Journal of the Mechanics and Physics of Solids, Vol. 38, Issue 3 https://doi.org/10.1016/0022-5096(90)90005-O	journal	January 1990
An assessment of the effectiveness of a random forest classifier for land-cover classification Rodriguez-Galiano, V. F.; Ghimire, B.; Rogan, J. ISPRS Journal of Photogrammetry and Remote Sensing, Vol. 67 https://doi.org/10.1016/j.isprsjprs.2011.11.002	journal	January 2012
Microstructure and defects in a Ni-Cr-Al-Ti γ/γ’ model superalloy processed by laser powder bed fusion De Luca, Anthony; Kenel, Christoph; Griffiths, Seth Materials & Design, Vol. 201 https://doi.org/10.1016/j.matdes.2021.109531	journal	March 2021
Additive manufactured AlSi10Mg samples using Selective Laser Melting (SLM): Microstructure, high cycle fatigue, and fracture behavior Brandl, Erhard; Heckenberger, Ulrike; Holzinger, Vitus Materials & Design, Vol. 34 https://doi.org/10.1016/j.matdes.2011.07.067	journal	February 2012
Selecting a classification method by cross-validation Schaffer, Cullen Machine Learning, Vol. 13, Issue 1 https://doi.org/10.1007/BF00993106	journal	October 1993
A new approach to the application of Mori-Tanaka's theory in composite materials Benveniste, Y. Mechanics of Materials, Vol. 6, Issue 2 https://doi.org/10.1016/0167-6636(87)90005-6	journal	June 1987
Advantages of the mean absolute error (MAE) over the root mean square error (RMSE) in assessing average model performance Willmott, Cj; Matsuura, K. Climate Research, Vol. 30 https://doi.org/10.3354/cr030079	journal	January 2005
Mechanical properties in the semi-solid state and hot tearing of aluminium alloys Eskin, D. G.; Katgerman, L. Progress in Materials Science, Vol. 49, Issue 5 https://doi.org/10.1016/S0079-6425(03)00037-9	journal	January 2004
The hybrid homogenization model of elastic anisotropic porous materials Fedotov, Aleksandr Journal of Materials Science, Vol. 53, Issue 7 https://doi.org/10.1007/s10853-017-1898-4	journal	December 2017
Printability of alloys for additive manufacturing Mukherjee, T.; Zuback, J. S.; De, A. Scientific Reports, Vol. 6, Issue 1 https://doi.org/10.1038/srep19717	journal	January 2016
Effects of Process-Induced Voids on the Properties of Fibre Reinforced Composites Dong, Chensong Journal of Materials Science & Technology, Vol. 32, Issue 7 https://doi.org/10.1016/j.jmst.2016.04.011	journal	July 2016
Modulus prediction of a cross‐ply fiber reinforced fabric composite with voids Farouk, A.; Langrana, N. A.; Weng, G. J. Polymer Composites, Vol. 13, Issue 4 https://doi.org/10.1002/pc.750130406	journal	August 1992

Similar Records

Wire-arc additive manufacturing and post-heat treatment optimization on microstructure and mechanical properties of Grade 91 steel

Journal Article · 2020 · Additive Manufacturing · OSTI ID:1786479

Li, Kun; Klecka, Michael A.; Chen, Shuying; +1 more

Characterization of aluminum and boron carbide based additive manufactured material for thermal neutron shielding

Journal Article · 2023 · Materials & Design · OSTI ID:2228550

Stone, M. B.; Kolesnikov, A. I.; Fanelli, V. R.; +3 more

In situ synchrotron X-ray imaging and mechanical properties characterization of additively manufactured high-entropy alloy composites

Journal Article · 2021 · Journal of Alloys and Compounds · OSTI ID:1798146

Pegues, Jonathan Wesley; Melia, Michael Anthony; Rodriguez, Mark A.; +5 more

Title: Characterization of defects in additively manufactured materials from mechanical properties

Citation Formats

References (39)

Similar Records

Related Subjects