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A New Approach to Quantify the Uniformity Grade of the Electrohydrodynamic Inkjet Printed Features and Optimization of Process Parameters Using Nature-Inspired Algorithms

机译:一种新方法,用于量化电流动力学喷墨印刷特征的均匀性等级,采用自然启发算法优化工艺参数优化

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Electrohydrodynamic (EHD) inkjet is one of the non-contact jet based promising technology to fabricate high-resolution features of functional materials with higher efficiency. Uniformity of the deposited droplets is one of the key demands of the EHD inkjet system for printing micro-features in microsensors, printed flexible electronics or various MEMS devices. In this study, a new methodology has been proposed to model the uniformity grade of the deposited droplets. In this present work, a significant improvement in the printing quality has been achieved with the help of some modern optimization methods coupled with some traditional statistical methods. Instead of a single fixed solution (may or may not be feasible), the proposed methodology suggests a feasible region with a large set of solutions. It extends the operators' flexibility to choose from a wide range of input parameters which yield droplet depositions with higher uniformity. The proposed methodology is further evaluated with some experimental runs to fabricate discrete dots and continuous line patterns. This method is considered to be a promising and effective alternative offline approach to increase the uniformity of the droplets.
机译:电液动力学(EHD)喷墨是基于非接触式射流的有希望的技术之一,用于制造具有更高效率的功能材料的高分辨率特征。沉积液滴的均匀性是EHD喷墨系统在微传感器,印刷的柔性电子设备或各种MEMS器件中打印微观特征的关键要求之一。在该研究中,已经提出了一种新方法来模拟沉积液滴的均匀程度。在本工作中,利用一些现代优化方法与一些传统统计方法的一些现代优化方法实现了显着改善。代替单个固定解决方案(可能或可能是不可行的),所提出的方法表明具有大量解决方案的可行区域。它扩展了操作员的灵活性,可从各种输入参数进行选择,从而产生具有更高均匀性的液滴沉积。通过一些实验速度进一步评估所提出的方法,以制造离散点和连续线图案。该方法被认为是有希望和有效的替代的离线方法,以增加液滴的均匀性。

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