{"title":"A novel vision-based approach for high-speed jetting status monitoring of a multi-nozzle inkjet head","authors":"Sanghyun Park, Je Hoon Oh","doi":"10.1016/j.jmapro.2025.06.081","DOIUrl":null,"url":null,"abstract":"<div><div>Multi-nozzle inkjet printing technology has attracted extensive attention in the manufacturing processes of various industrial fields due to its high throughput capability for mass production. However, a high defect rate caused by some abnormal nozzles is a major challenge in the application of this technology. Hence, monitoring the jetting status of all nozzles in multi-nozzle inkjet heads and detecting abnormal nozzles have become an important issue in most inkjet-based manufacturing processes. In this study, we proposed a novel vision-based approach for efficient and fast jetting status monitoring of a multi-nozzle inkjet head. The proposed approach utilizes a continuous scanning mechanism based on a variable pulse width triggering technique, enabling seamless and uninterrupted monitoring. Experimental results demonstrated that our proposed approach could monitor an industrial multi-nozzle inkjet head with 1024 nozzles in just 9.2 s while maintaining measurement accuracy of 99 %. Compared with the conventional method, the proposed approach could improve monitoring speed by 44.8 times and shorten the monitoring time by 97.8 %. To demonstrate the practicality of the proposed approach, in-house jetting status monitoring software was also developed, which can monitor and evaluate the jetting status of the whole nozzle in real-time. Overall, this study provides strong technical support for quality control of multi-nozzle inkjet printing technology and would help expedite the entire manufacturing process, improve manufacturing yield, and reduce production costs in the inkjet-based manufacturing process.</div></div>","PeriodicalId":16148,"journal":{"name":"Journal of Manufacturing Processes","volume":"150 ","pages":"Pages 670-681"},"PeriodicalIF":6.1000,"publicationDate":"2025-06-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Manufacturing Processes","FirstCategoryId":"5","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S152661252500742X","RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"ENGINEERING, MANUFACTURING","Score":null,"Total":0}
引用次数: 0
Abstract
Multi-nozzle inkjet printing technology has attracted extensive attention in the manufacturing processes of various industrial fields due to its high throughput capability for mass production. However, a high defect rate caused by some abnormal nozzles is a major challenge in the application of this technology. Hence, monitoring the jetting status of all nozzles in multi-nozzle inkjet heads and detecting abnormal nozzles have become an important issue in most inkjet-based manufacturing processes. In this study, we proposed a novel vision-based approach for efficient and fast jetting status monitoring of a multi-nozzle inkjet head. The proposed approach utilizes a continuous scanning mechanism based on a variable pulse width triggering technique, enabling seamless and uninterrupted monitoring. Experimental results demonstrated that our proposed approach could monitor an industrial multi-nozzle inkjet head with 1024 nozzles in just 9.2 s while maintaining measurement accuracy of 99 %. Compared with the conventional method, the proposed approach could improve monitoring speed by 44.8 times and shorten the monitoring time by 97.8 %. To demonstrate the practicality of the proposed approach, in-house jetting status monitoring software was also developed, which can monitor and evaluate the jetting status of the whole nozzle in real-time. Overall, this study provides strong technical support for quality control of multi-nozzle inkjet printing technology and would help expedite the entire manufacturing process, improve manufacturing yield, and reduce production costs in the inkjet-based manufacturing process.
期刊介绍:
The aim of the Journal of Manufacturing Processes (JMP) is to exchange current and future directions of manufacturing processes research, development and implementation, and to publish archival scholarly literature with a view to advancing state-of-the-art manufacturing processes and encouraging innovation for developing new and efficient processes. The journal will also publish from other research communities for rapid communication of innovative new concepts. Special-topic issues on emerging technologies and invited papers will also be published.