Attentive ink MLP droplet detection algorithm based on the satellite droplets threshold domain

Attentive ink MLP droplet detection algorithm based on the satellite droplets threshold domain

Abstract Satellite droplet are trailing droplets caused by improper voltage waveform control in the nozzles, which directly affect the quality of inkjet printing. Traditional empirical tuning methods struggle to effectively control and predict satellite droplet. In response, this paper establishes a...

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Bibliographic Details
Main Authors: Yin Wang, Yali Qi, Likun Lu, Qingtao Zeng
Format: Article
Language:English
Published: Nature Portfolio 2025-04-01
Series:Scientific Reports
Subjects:
Satellite droplet
Numerical analysis
Ring-shaped piezoelectric ceramic nozzle
Satellite droplet threshold domain
Attentive ink MLP
Online Access:https://doi.org/10.1038/s41598-025-94885-3
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https://doi.org/10.1038/s41598-025-94885-3

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