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
Abstract
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.