journal article·2023-06Open access

Alternative Approach to Modeling of Nucleation and Remelting in Powder Bed Fusion Additive Manufacturing

Johannes A. Koepf, Martin R. Gotterbarm, Chamara Kumara, Matthias Markl, Carolin Körner

Advanced Engineering Materials· Volume 25· Issue 12

Abstract

In powder bed fusion (PBF) of metals, energy of a laser or electron beam is utilized to form near‐net‐shaped parts from a powder bed. A very promising application of PBF lies in the direct control of the resulting microstructure by adjusting process parameters. Especially the intentional tilting of grains in one certain direction offers a complete new field of activity for additively produced parts specially designed for a given load case. Nucleation is essential for utilization of this effect. Herein, an alternative approach for modeling nucleation in PBF of metals is introduced. The model is not intended to cover every physical effect of this extreme complex phenomenon. Based on observations reported from different researchers in the field of PBF, a heuristic approach is applied to consider new grains within a cellular automata (CA)‐based crystal growth model for PBF. Utilizing the implicit capability of the CA to model competitive growth of grains, this approach does not require any additional computational capacities. The numerical calculations are carried out using a message–passing interface (MPI) parallelization on a high‐performance computing (HPC) cluster located at the Regional Research Center Erlangen. The numerical results are validated by means of experiments and electron backscatter diffractometric measurements.
Source: crossref · Quality: baseline

Research context

OpenAlex topics: Additive Manufacturing Materials and Processes · Additive Manufacturing and 3D Printing Technologies · Solidification and crystal growth phenomena

SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.

Affiliations

Chair of Materials Science and Engineering for Metals (WTM) Faculty of Engineering Department Materials Science and Engineering Friedrich-Alexander-Universität Martensstr. 5 91058 Erlangen Germany

Joined Institute of Advanced Materials and Processes (ZMP) Friedrich-Alexander-Universität Dr.-Mack-Straße 81 90762 Fürth Germany

Funding

Deutsche Forschungsgemeinschaft

References (50)

Show source-provided references
1. C.Körner H.Helmer A.Bauereiß R. F.Singer inMATEC Web of Conf. Giens France 2014.
2. 10.1016/j.actamat.2010.02.00410.1016/j.actamat.2010.02.004 ↗
3. 10.1016/j.scriptamat.2012.06.01410.1016/j.scriptamat.2012.06.014 ↗
4. H.Helmer Additive Fertigung durch Selektives Elektronenstrahlschmelzen der Nickelbasis Superlegierung IN718: Prozessfenster Mikrostruktur und mechanische Eigenschaften Chair of Materials Science and Engineering for Metals Friedrich Alexander Iniversität Erlangen Nürnberg Erlangen 2017.
5. 10.1177/095440541456752210.1177/0954405414567522 ↗
6. 10.1007/s00170-015-7576-210.1007/s00170-015-7576-2 ↗
7. 10.1146/annurev-matsci-070115-03215810.1146/annurev-matsci-070115-032158 ↗
8. 10.1080/17452759.2019.167734510.1080/17452759.2019.1677345 ↗
9. 10.1016/0956-7151(93)90065-Z10.1016/0956-7151(93)90065-Z ↗
10. 10.1016/j.addma.2016.10.00710.1016/j.addma.2016.10.007 ↗
11. 10.1016/j.actamat.2018.04.03010.1016/j.actamat.2018.04.030 ↗
12. Oldfield W. · ASM Trans. · 1966 · 59 · 945
13. Thevos P. · Metall. Trans. A · 1988 · 20 · 31110.1007/BF02670257 ↗
14. 10.1179/02670830322500458510.1179/026708303225004585 ↗
15. D.Dreelan A.Ivankovic D. J.Brown in6th Int. Conf. on Advances in Solidification Processes(Ed.I.Publishing) Le Bischenberg France 2023.
16. 10.1007/s10853-015-9479-x10.1007/s10853-015-9479-x ↗
17. Li X. · Science · 2018 · 153 · 159
18. 10.1016/j.actamat.2019.11.05310.1016/j.actamat.2019.11.053 ↗
19. 10.1016/j.addma.2020.10172610.1016/j.addma.2020.101726 ↗
20. 10.1007/s11837-019-03982-y10.1007/s11837-019-03982-y ↗
21. 10.1016/j.addma.2018.12.00110.1016/j.addma.2018.12.001 ↗
22. 10.3390/met1210171110.3390/met12101711 ↗
23. 10.1007/s11837-022-05310-310.1007/s11837-022-05310-3 ↗
24. 10.1034/j.1600-0692.2002.310301.x10.1034/j.1600-0692.2002.310301.x ↗
25. Rosenthal D. · Trans. ASME · 1946 · 68 · 849
26. Easterling K. · 2013
27. 10.1016/S1359-6454(96)00303-510.1016/S1359-6454(96)00303-5 ↗
28. 10.1016/0001-6160(86)90056-810.1016/0001-6160(86)90056-8 ↗
29. 10.1016/1359-6454(95)00433-510.1016/1359-6454(95)00433-5 ↗
30. S.Düll Sensitivity Analysis of Growth Kinetic Parameters at the Nano Scale in Additive Manufacturing Chair of Material Science and Technology University Erlangen-Nuremberg2018.
31. S.Düll CA Modelling of Additive Manufacturing Solidification Processes Friedrich Alexander University Erlangen-Nuremberg2019.
32. S.Mokadem Epitsxial Lasertreatment of Single Crystal Nickel-Base Superalloys Institut des Matériaux École Polytechnique Fédérale De Lausanne 2004.
33. S. A.David S. S.Babu J. M.Vitek Numerical Analysis of Weldability - V Graz Austria 1997 pp.1–29.
34. 10.1179/imr.1989.34.1.21310.1179/imr.1989.34.1.213 ↗
35. 10.3390/ma1323551710.3390/ma13235517 ↗
36. 10.1007/s11661-013-1645-710.1007/s11661-013-1645-7 ↗
37. 10.1016/j.actamat.2016.07.01910.1016/j.actamat.2016.07.019 ↗
38. 10.1016/j.calphad.2007.11.00310.1016/j.calphad.2007.11.003 ↗
39. 10.1088/1757-899X/33/1/01211110.1088/1757-899X/33/1/012111 ↗
40. 10.2355/isijinternational.54.43710.2355/isijinternational.54.437 ↗
41. MICRESS The MICRostructure Evolution Simulation Software (Version 6.4).https://web.micress.de/(accessed: February 2019).
42. 10.1103/PhysRevE.73.06612210.1103/PhysRevE.73.066122 ↗
43. 10.1016/0167-2789(95)00298-710.1016/0167-2789(95)00298-7 ↗
44. 10.1016/j.actamat.2015.05.05210.1016/j.actamat.2015.05.052 ↗
45. 10.1023/A:101581592819110.1023/A:1015815928191 ↗
46. M. Group MICRESS 6.4 - User Guide Volume II: Running MICRES.
47. Dantzig J. A. · 2016
48. 10.1007/978-3-8348-9570-710.1007/978-3-8348-9570-7 ↗
49. 10.1016/j.commatsci.2019.03.00410.1016/j.commatsci.2019.03.004 ↗
50. A. D.Rollett Texture Analysis with MTEX inside MATLAB 2016.