Evidence map›Paper›PMID 36437289›Full record

ArticleScientific reports2022

Spattering mechanism of laser powder bed fusion additive manufacturing on heterogeneous surfaces.

Toshi-Taka Ikeshoji, Makiko Yonehara, Chika Kato, Yuma Yanaga, Koki Takeshita, Hideki Kyogoku

Abstract read
In one paragraph

Article in Scientific reports, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing 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

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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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

6 authors.

Toshi-Taka IkeshojiResearch Institute of Fundamental Technology for Next Generation, Kindai University, K.U.RING, 1 Umenobe, Higashi Hiroshima, Hiroshima, 739-2116, Japan. ikeshoji.tt@hiro.kindai.ac.jp.
Makiko YoneharaResearch Institute of Fundamental Technology for Next Generation, Kindai University, K.U.RING, 1 Umenobe, Higashi Hiroshima, Hiroshima, 739-2116, Japan.
Chika KatoNikon Corporation, Shinagawa Intercity Tower C, 2-15-3, Konan, Minato-ku, Minato-Ku, Tokyo, 108-6290, Japan.
Yuma YanagaNikon Corporation, Shinagawa Intercity Tower C, 2-15-3, Konan, Minato-ku, Minato-Ku, Tokyo, 108-6290, Japan.
Koki TakeshitaNikon Corporation, Shinagawa Intercity Tower C, 2-15-3, Konan, Minato-ku, Minato-Ku, Tokyo, 108-6290, Japan.
Hideki KyogokuResearch Institute of Fundamental Technology for Next Generation, Kindai University, K.U.RING, 1 Umenobe, Higashi Hiroshima, Hiroshima, 739-2116, Japan. kyogoku@hiro.kindai.ac.jp.

Funding

New Energy and Industrial Technology Development Organization NEDO Project No. P17002
6 · The paper itself

Abstract

Laser powder additive manufacturing (PBF-LB) is an additive manufacturing method capable of producing high-precision and fully dense parts. However, nondestructively quality assurance of no internal defects remains challenging. Mitigating internal defects requires elucidating their formation mechanism and improving the PBF-LB process conditions. Therefore, we developed an in-situ monitoring system that combines surface morphology measurement by fringe projection and thermal field measurement with a high-speed camera. On heterogeneous surfaces in a practical multi-track PBF-LB process, a roughness index of the built part surface altered cyclically, consistent with the change in the angle between laser scanning and atmospheric gas flow. The high-speed camera monitoring showed that the melt pool was asymmetrical and spindle-shaped and that spatter was emitted mainly from the built part side of the melt pool. Furthermore, it was found that the built-part surface morphology under the powder layer affected the stability of the melt pool. As a result, a graphical representation of the melt pool and spattering for heterogeneous surfaces was proposed. Although it is still difficult to theoretically estimate the process window in which no spattering and no internal defects, in-situ monitoring equipment will provide knowledge to elucidate spattering and internal defects formation.

Identifiers

PMID36437289
PMCPMC9701802

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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.