基于双闭环模糊控制的高稳定性电流体动力喷墨打印。

IF 3.9 2区 综合性期刊 Q1 MULTIDISCIPLINARY SCIENCES
Yifang Liu, Yiman Chen, Huangping Yan, Junyu Chen, Huatan Chen, Shufan Li, Xiang Cheng, Gaofeng Zheng
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引用次数: 0

摘要

电流体动力(EHD)打印是一种很有前途的微纳制造技术。然而,EHD打印过程容易受到电荷排斥、电场、气流和平台运动等干扰,导致喷射不稳定和沉积形态不均匀。本文设计了一种基于射流图像识别和微电流测量的双闭环模糊控制方法,用于EHD打印过程的监控。设计了一种基于模糊控制算法的闭环控制,利用微电流和射流图像的反馈信息对EHD打印系统进行监控。实验结果表明,闭环控制显著提高了光纤沉积的均匀性和稳定性。电流的波动率从34%降低到12%,纤维直径的波动范围从35 μm减小到15 μm,纤维间距的波动率从29%降低到9.5%。此外,闭环控制加快了射流模式转换的响应速度。将打印射流在收集板上的无效沉积从5 s缩短到2.2 s。这种反馈控制优化了微纳米结构的打印质量,促进了高分辨率增材制造应用的进步。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
High-stability electrohydrodynamic inkjet printing based on double closed-loop fuzzy control.

Electrohydrodynamic (EHD) printing is a promising micro-nano manufacturing technology. However, the EHD printing process is susceptible to interferences like charge repulsion, electric field, airflow, and platform motion, leading to unstable jetting and nonuniform deposition morphology. In this paper, a double close-loop fuzzy control method based on jet image recognition and micro-current measurement was designed to monitor and control the EHD printing process. A closed-loop control based on the fuzzy control algorithm has been designed to monitor the EHD printing system by taking the feedback information from micro-current and jet image. The experimental results show that the closed-loop control significantly improved the uniformity and stability of the fiber deposition. The volatility percentage of the current decreased from 34% to 12%, the fluctuation range of the fiber diameter was reduced from 35 μm to 15 μm, and the volatility percentage of the fiber spacing decreased from 29% to 9.5%. Additionally, the closed-loop control accelerated the response speed of jet mode conversion. Ineffective deposition of printing jet on the collection plate was shortened from 5 s to 2.2 s. This feedback control optimises the printing quality of micro-nano structures, promoting the advancement of high-resolution additive manufacturing applications.

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来源期刊
Scientific Reports
Scientific Reports Natural Science Disciplines-
CiteScore
7.50
自引率
4.30%
发文量
19567
审稿时长
3.9 months
期刊介绍: We publish original research from all areas of the natural sciences, psychology, medicine and engineering. You can learn more about what we publish by browsing our specific scientific subject areas below or explore Scientific Reports by browsing all articles and collections. Scientific Reports has a 2-year impact factor: 4.380 (2021), and is the 6th most-cited journal in the world, with more than 540,000 citations in 2020 (Clarivate Analytics, 2021). •Engineering Engineering covers all aspects of engineering, technology, and applied science. It plays a crucial role in the development of technologies to address some of the world''s biggest challenges, helping to save lives and improve the way we live. •Physical sciences Physical sciences are those academic disciplines that aim to uncover the underlying laws of nature — often written in the language of mathematics. It is a collective term for areas of study including astronomy, chemistry, materials science and physics. •Earth and environmental sciences Earth and environmental sciences cover all aspects of Earth and planetary science and broadly encompass solid Earth processes, surface and atmospheric dynamics, Earth system history, climate and climate change, marine and freshwater systems, and ecology. It also considers the interactions between humans and these systems. •Biological sciences Biological sciences encompass all the divisions of natural sciences examining various aspects of vital processes. The concept includes anatomy, physiology, cell biology, biochemistry and biophysics, and covers all organisms from microorganisms, animals to plants. •Health sciences The health sciences study health, disease and healthcare. This field of study aims to develop knowledge, interventions and technology for use in healthcare to improve the treatment of patients.
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