Jinwei Li , Zongkun Lao , Lin Li, Shuoyi Xu, Yuanfen Chen, J. Li, Z. Lao, L. Li, S. Xu, Pro.Y. Chen
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引用次数: 0
摘要
按需滴落式电子喷射打印技术可精确制备微点和纳米点,在微/纳米结构制造中具有巨大的应用价值。然而,如何精确调节打印点的尺寸仍然是一个挑战。本文根据最小脉冲宽度和临界频率,提出了一种通过预测脉冲宽度和喷射次数来控制电子喷射打印点直径的方法,实现了单脉冲宽度内点尺寸的精确调节。首先,系统研究了工艺参数与泰勒锥形成时间 Tf、液体喷射时间 Tj、半月板回缩时间 Tr、最小脉冲宽度 Tpwm 以及临界频率 fc 之间的关系。然后建立了脉冲宽度与脉冲周期内喷射次数之间的关系。随后,应用随机森林回归(RFR)模型预测最小脉冲宽度和临界频率。预测出的所需喷射次数的脉冲宽度可用于打印不同尺寸的微点阵列。这种按需真滴电子喷射打印方法可应用于柔性电子器件和印刷电子器件的微纳米结构制造。
Regulation of drop-on-demand e-jet printing based on minimum pulse width and critical frequency
Drop-on-demand E-Jet printing enables the precision preparation of micro- and nanodots, which has great applications in micro/nanostructure fabrications. However, to accurately regulate the size of the printed dots is still a challenge. In this paper, we propose a method to control the diameter of the E-Jet printed dots by predicted pulse width and jetting number based on the minimum pulse width and critical frequency, achieving precise dot size regulation within one single pulse width. Firstly, relationship between process parameters and Taylor cone formation time Tf, liquid jetting time Tj, meniscus retraction time Tr, minimum pulse width Tpwm, as well as critical frequency fc are systematically studied. Then the relationship between pulse width and jetting number within on pulse cycle is established. Subsequently, the random forest regression (RFR) model is applied to predict the minimum pulse width and critical frequency. The predicted pulse widths for desired numbers of jets are applied to print microdot arrays of different sizes. This proposed real drop-on-demand E-Jet printing method could be applied to micro- and nanostructure fabrications for flexible electronics and printed electronics.
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.