journal article·2021-12Open access

Optimally variable density lattice to reduce warping thermal distortion of laser powder bed fusion

Akihiro Takezawa, Qian Chen, Albert C. To

Abstract

Reduction of the thermal distortion caused by the fabrication process of metal additive manufacturing is an important issue. Considering the problem of forming an object having lattices inside it to reduce the thermal distortion, we perform a lattice density distribution optimization and its experimental verification. In the optimization, assuming a cube with a sphere void as the base lattice shape, the lattice’s distribution optimization is constructed based on the recurrent formula inherent strain method and a gradient method. The lattices are approximately handled as solid materials having effective stiffness calculated by the homogenization method. In the experiment, the laser powder bed fusion is introduced to fabricate test pieces. The test pieces are partially cut from the baseplate by a wire electric discharge machine, and the edge clearance caused by warping deformation is measured. The thermo-mechanical analysis is also introduced for the mechanical interpretation of the results. The reduction rate of the clearance caused by warping deformation in the experiment was 10.4%–24.8% in the quasi 2D example (comparison with 61.0%–91.4% volume fraction uniform lattices and a solid test piece) and 6.0% in the 3D example (comparison with the same volume fraction uniform lattice with the optimal lattice).
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Research context

OpenAlex topics: Additive Manufacturing Materials and Processes · Additive Manufacturing and 3D Printing Technologies · Laser Material Processing Techniques

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

References (61)

Show source-provided references
1. Gibson · 2010
2. Residual stresses in selective laser sintering and selective laser melting10.1108/13552540610707013 ↗
3. An experimental investigation into additive manufacturing-induced residual stresses in 316L stainless steel10.1007/s11661-014-2549-x ↗
4. Assessing and comparing influencing factors of residual stresses in selective laser melting using a novel analysis method10.1177/0954405412437085 ↗
5. Investigation on reducing distortion by preheating during manufacture of aluminum components using selective laser melting10.2351/1.4828755 ↗
6. In-situ residual stress reduction, martensitic decomposition and mechanical properties enhancement through high temperature powder bed pre-heating of selective laser melted Ti6Al4V10.1016/j.msea.2017.04.033 ↗
7. Study on the microstructure, mechanical property and residual stress of SLM Inconel-718 alloy manufactured by differing island scanning strategy10.1016/j.optlastec.2015.07.009 ↗
8. Stress and deformation evaluations of scanning strategy effect in selective laser melting
9. A level-set based continuous scanning path optimization method for reducing residual stress and deformation in metal additive manufacturing10.1016/j.cma.2019.112719 ↗
10. Island scanning pattern optimization for residual deformation mitigation in laser powder bed fusion via sequential inherent strain method and sensitivity analysis
11. On utilizing topology optimization to design support structure to prevent residual stress induced build failure in laser powder bed metal additive manufacturing
12. Topology optimization parallel-computing framework based on the inherent strain method for support structure design in laser powder-bed fusion additive manufacturing10.1007/s10999-020-09494-x ↗
13. Sensitivity analysis and lattice density optimization for sequential inherent strain method used in additive manufacturing process10.1016/j.cma.2020.113231 ↗
14. Residual stress and distortion modeling of electron beam direct manufacturing Ti-6Al-4V10.1177/0954405414539494 ↗
15. Experimental validation of finite element modeling for laser powder bed fusion deformation
16. Distortion prediction and compensation in selective laser melting
17. Thermomechanical model development and in situ experimental validation of the laser powder-bed fusion process
18. Coupled thermo-mechanical process simulation method for selective laser melting considering phase transformation steels10.1016/j.camwa.2019.01.019 ↗
19. A finite-element model for residual stresses and deflections in girth-butt welded pipes10.1115/1.3454464 ↗
20. Simulation of multipass welding of a thick plate10.1002/(SICI)1097-0207(19990330)44:9<1301::AID-NME479>3.0.CO;2-K ↗
21. Lindgren · 2007
22. N. Keller, V. Ploshikhin, New method for fast predictions of residual stress and distortion of AM parts, in: Proceedings of the 25th Annual International Solid Freeform Fabrication Symposium, 2014, pp. 1229–1237.
23. Keller · 2016
24. Limitations of the inherent strain method in simulating powder bed fusion processes
25. A modified method for estimating inherent strains from detailed process simulation for fast residual distortion prediction of single-walled structures fabricated by directed energy deposition
26. Empirical methodology to determine inherent strains in additive manufacturing10.1016/j.camwa.2018.05.015 ↗
27. An inherent strain based multiscale modeling framework for simulating part-scale residual deformation for direct metal laser sintering
28. Strength-based topology optimization for anisotropic parts
29. A multiobjective topology optimization approach for cost and time minimization in additive manufacturing10.1002/nme.6017 ↗
30. Generating support structures for additive manufacturing with continuum topology optimization methods10.1108/RPJ-10-2017-0213 ↗
31. Structural and mechanical evaluations of a topology optimized titanium interbody fusion cage fabricated by selective laser melting process10.1002/jbm.a.31231 ↗
32. An integrated approach of topology optimized design and selective laser melting process for titanium implants materials10.3233/BME-130765 ↗
33. Cellular lattices of biomedical Co-Cr-Mo-alloy fabricated by electron beam melting with the aid of shape optimization
34. High-stiffness and strength porous maraging steel via topology optimization and selective laser melting
35. Porous metal produced by selective laser melting with effective isotropic thermal conductivity close to the hashin–shtrikman bound10.1016/j.ijheatmasstransfer.2016.10.006 ↗
36. Design of auxetic structures via mathematical optimization10.1002/adma.201004090 ↗
37. Design of manufacturable 3D extremal elastic microstructure10.1016/j.mechmat.2013.09.018 ↗
38. Topology optimized architectures with programmable Poisson’s ratio over large deformations10.1002/adma.201502485 ↗
39. Porous composite with negative thermal expansion obtained by photopolymer additive manufacturing10.1063/1.4926759 ↗
40. Design methodology for porous composites with tunable thermal expansion produced by multi-material topology optimization and additive manufacturing10.1016/j.compositesb.2017.07.054 ↗
41. Miyamoto · 2013
42. Multiscale design and multiobjective optimization of orthopedic hip implants with functionally graded cellular material
43. Efficient design-optimization of variable-density hexagonal cellular structure by additive manufacturing: Theory and validation10.1115/1.4028724 ↗
44. Efficient design optimization of variable-density cellular structures for additive manufacturing: theory and experimental validation10.1108/RPJ-04-2016-0069 ↗
45. Functionally graded lattice structure topology optimization for the design of additive manufactured components with stress constraints10.1016/j.cma.2018.10.010 ↗
46. Design, testing, and mechanical behavior of additively manufactured casing with optimized lattice structure
47. Exploiting additive manufacturing infill in topology optimization for improved buckling load10.1016/J.ENG.2016.02.006 ↗
48. Natural frequency optimization of 3D printed variable-density honeycomb structure via a homogenization-based approach
49. Natural frequency optimization of variable-density additive manufactured lattice structure: Theory and experimental validation10.1115/1.4040622 ↗
50. Coupling lattice structure topology optimization with design-dependent feature evolution for additive manufactured heat conduction design10.1016/j.cma.2017.12.024 ↗
51. Concurrent lattice infill with feature evolution optimization for additive manufactured heat conduction design
52. Method to optimize an additively-manufactured functionally-graded lattice structure for effective liquid cooling
53. Optimization of an additively manufactured functionally graded lattice structure with liquid cooling considering structural performances10.1016/j.ijheatmasstransfer.2019.118564 ↗
54. Haug · 1986
55. The method of moving asymptotes- A new method for structural optimization10.1002/nme.1620240207 ↗
56. Preprocessing and postprocessing for materials based on the homogenization method with adaptive finite element methods10.1016/0045-7825(90)90148-F ↗
57. How to determine composite material properties using numerical homogenization10.1016/j.commatsci.2013.09.006 ↗
58. Prediction of residual stresses in butt welded plates using inherent strains10.1115/1.2904240 ↗
59. Review on powder-bed laser additive manufacturing of inconel 718 parts10.1177/0954405415619883 ↗
60. 2021
61. Thermophysical properties of inconel 718 alloy10.1088/1742-6596/1382/1/012175 ↗