Optimization of a monochromatic clapper-yule spectral prediction model based on the single ink drop spreading behavior in inkjet printing.

Hongwu Zhan, Weiwei Gong, Yankang Zhang, Yifei Zou

Abstract read

In one paragraph

Article in Scientific reports, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

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1citing papers in PubMed

–field-weighted citation impact

1 · What the graph read from it

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3 · Its place in the literature

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1 citing paper in PubMed.

Numerical investigation of water droplet collision dynamics on moving surfaces.Scientific reports · 2025
Article

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5 · Who and what money

Authors and funding

4 authors.

Hongwu ZhanSchool of Mechanical Engineering, Zhejiang University of Technology, Hangzhou, 310023, China. jam@zjut.edu.cn.

Weiwei GongSchool of Mechanical Engineering, Zhejiang University of Technology, Hangzhou, 310023, China.

Yankang ZhangSchool of Mechanical Engineering, Zhejiang University of Technology, Hangzhou, 310023, China.

Yifei ZouSchool of Mechanical Engineering, Zhejiang University of Technology, Hangzhou, 310023, China.

Funding

the National Key Research and development Plan subproject 2018YFB1309404

6 · The paper itself

Abstract

In recent years, inkjet digital printing technology has become a popular research area. This paper focuses on the spreading behavior of single ink drops on coated paper in digital inkjet printing. It explores the impact of ink drop spreading on monochromatic spectral reflectance, providing new insights for the theoretical development of spectral prediction models. The study involves constructing a spreading behavior model through theoretical modeling. Numerical simulations were conducted using the Volume of Fluid (VOF) method in Fluent software to assess the feasibility of the theoretical model. Finally, experimental fitting was used to validate the accuracy of the theoretical model. Considering the feathering effect in practical printing, a comprehensive monochromatic extended Clapper-Yule spectral prediction model was developed based on the spreading behavior of single ink drops. The prediction results of this model showed significant accuracy improvements in monochromatic spectral prediction compared to the traditional segmented Clapper-Yule model. This research offers new perspectives for spectral prediction and provides theoretical guidance for enhancing print image quality.

Indexed as

Clapper-Yule modelInk drop spreadingInkjet printingNumerical simulationSpectral reflectanc

Identifiers

PMID39732841

DOI10.1038/s41598-024-82706-y

PMCPMC11682347

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LicenceCC BY-NC-ND

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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.