Evidence map›Paper›PMID 38042836›Full record

ArticleScientific reports2023

Optimization of process parameters in micro-scale pneumatic aerosol jet printing for high-yield precise electrodes.

Hakyung Jeong, Jae Hak Lee, Seungman Kim, Seongheum Han, Hyunkyu Moon, Jun-Yeob Song, Ah-Young Park

Abstract read
In one paragraph

Article in Scientific reports, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers.

0numbers the graph read from it
0cells of the map it votes in
9citing 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

9 citing papers in PubMed.

  1. Article
  2. Review
  3. Review
  4. Article
  5. Article
  6. Aerosol Jet Printing for Neuroprosthetic Device Development.Bioengineering (Basel, Switzerland) · 2025
    Review
  7. Article
  8. Review
  9. 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

7 authors.

Hakyung JeongDepartment of Ultra-Precision Machines and Systems, Korea Institute of Machinery and Materials (KIMM), Daejeon, 34103, Republic of Korea.
Jae Hak LeeDepartment of Ultra-Precision Machines and Systems, Korea Institute of Machinery and Materials (KIMM), Daejeon, 34103, Republic of Korea.
Seungman KimDepartment of Ultra-Precision Machines and Systems, Korea Institute of Machinery and Materials (KIMM), Daejeon, 34103, Republic of Korea.
Seongheum HanDepartment of Ultra-Precision Machines and Systems, Korea Institute of Machinery and Materials (KIMM), Daejeon, 34103, Republic of Korea.
Hyunkyu MoonDepartment of Ultra-Precision Machines and Systems, Korea Institute of Machinery and Materials (KIMM), Daejeon, 34103, Republic of Korea.
Jun-Yeob SongDepartment of Ultra-Precision Machines and Systems, Korea Institute of Machinery and Materials (KIMM), Daejeon, 34103, Republic of Korea.
Ah-Young ParkDepartment of Ultra-Precision Machines and Systems, Korea Institute of Machinery and Materials (KIMM), Daejeon, 34103, Republic of Korea. apark@kimm.re.kr.

Funding

Ministry of Science and ICT, South Korea RS-2023-00222171Ministry of Trade, Industry and Energy 20017558
6 · The paper itself

Abstract

Aerosol jet printing (AJP) is a new non-contact direct writing technique designed to achieve precise and intricate patterns on various substrates. Specifically, the pneumatic AJP process breaks down the ink into fine particles, significantly reducing the risk of nozzle clogging and rendering it highly advantageous for industrial applications. This paper focuses on the optimization of the line electrode formation process using soluble silver clusters as the conductive ink, along with the aerosol formation procedure. The main parameters of the AJP process, namely sheath flow rate, atomizer flow rate, and dispensing speed, were identified and examined for their influence on line width and resistivity. Through this analysis, an operability window, including optimized conditions for printing high-quality lines using the AJP process, was established, along with a regression equation enabling the statistical estimation of line width. In summary, the outcomes of this investigation underscore the feasibility of an integrated printing system capable of precision control over line width, achieved through the optimization of AJP process parameters. Furthermore, it was established that pneumatic AJP offers robust process stability. The practical applicability of the proposed optimization techniques was assessed, highlighting their potential utilization in electrode formation processes within the electronic and display industry.

Identifiers

PMID38042836
PMCPMC10693603

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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.