Evidence map›Paper›PMID 35057168›Full record

ArticleMaterials (Basel, Switzerland)2022

Virtual Development of Process Parameters for Bulk Metallic Glass Formation in Laser-Based Powder Bed Fusion.

Johan Lindwall, Andreas Lundbäck, Jithin James Marattukalam, Anders Ericsson

Abstract read
In one paragraph

Article in Materials (Basel, Switzerland), 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

4 authors.

Johan LindwallDepartment of Engineering Sciences and Mathematics, Solid Mechanics, Luleå University of Technology, 97187 Lulea, Sweden.ORCID 0000-0003-4061-4632
Andreas LundbäckDepartment of Engineering Sciences and Mathematics, Solid Mechanics, Luleå University of Technology, 97187 Lulea, Sweden.ORCID 0000-0002-0053-5537
Jithin James MarattukalamDepartment of Physics, Materials Physics, Uppsala University, P.O. Box 530, 75121 Uppsala, Sweden.ORCID 0000-0003-2764-0545
Anders EricssonDivision of Solid Mechanics, Lund University, P.O. Box 118, 22100 Lund, Sweden.ORCID 0000-0001-9330-1061

Funding

Swedish Foundation for Strategic Research GMT14-0048
6 · The paper itself

Abstract

The development of process parameters and scanning strategies for bulk metallic glass formation during additive manufacturing is time-consuming and costly. It typically involves trials with varying settings and destructive testing to evaluate the final phase structure of the experimental samples. In this study, we present an alternative method by modelling to predict the influence of the process parameters on the crystalline phase evolution during laser-based powder bed fusion (PBF-LB). The methodology is demonstrated by performing simulations, varying the following parameters: laser power, hatch spacing and hatch length. The results are compared in terms of crystalline volume fraction, crystal number density and mean crystal radius after scanning five consecutive layers. The result from the simulation shows an identical trend for the predicted crystalline phase fraction compared to the experimental estimates. It is shown that a low laser power, large hatch spacing and long hatch lengths are beneficial for glass formation during PBF-LB. The absolute values show an offset though, over-predicted by the numerical model. The method can indicate favourable parameter settings and be a complementary tool in the development of scanning strategies and processing parameters for additive manufacturing of bulk metallic glass.

Indexed as

additive manufacturingclassical nucleation and growth theorycrystallisation in metallic glassmetallic glasssimulation of laser-based powder bed fusion

Identifiers

PMID35057168
PMCPMC8781683

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.