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基于神经网络的印刷墨量在线检测研究 被引量:5
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作者 马千里 唐万有 徐敏 《包装工程》 CAS CSCD 北大核心 2011年第19期101-104,110,共5页
提出了使用机器视觉和神经网络等技术构建印刷墨量在线检测系统,介绍了由机器视觉采集印刷图像,以及使用神经网络计算印张上各墨区CMYK四色油墨墨层厚度的方法。最后通过实验验证了神经网络的可行性,并编程实现了这一系列过程。
关键词 印刷墨量 在线检测 神经网络
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提高印刷墨量控制数学模型精度的探讨 被引量:4
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作者 孙玉秋 《北京印刷学院学报》 1999年第3期21-24,45,共5页
针对现有印刷墨量控制数学模型存在的精度不高问题。
关键词 印刷 印刷墨量控制 数学模型 精度 系统辨识技术
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油墨密度与墨键开度关系的研究 被引量:2
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作者 王英 刘浩学 黄敏 《中国印刷与包装研究》 CAS 2010年第5期35-39,共5页
印刷过程中,印刷供墨量是决定颜色复制质量的关键因素之一,通常是通过胶印机操作台调节墨键开度来控制。本实验根据印刷机供墨原理设计了印刷测试图并进行印刷实验,得到不同印刷供墨量对应的密度值;通过数据处理计算出油墨密度与印刷机... 印刷过程中,印刷供墨量是决定颜色复制质量的关键因素之一,通常是通过胶印机操作台调节墨键开度来控制。本实验根据印刷机供墨原理设计了印刷测试图并进行印刷实验,得到不同印刷供墨量对应的密度值;通过数据处理计算出油墨密度与印刷机墨键开度之间的函数关系。该研究结果可作为印刷过程墨量自动控制的数学模型。 展开更多
关键词 彩色印刷 印刷墨量控制 印刷过程控制 键开度
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Analysis of Do D inkjet printhead performance for printable electronics fabrication using dynamic lumped element modeling and swarm intelligence based optimal prediction 被引量:3
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作者 何茂伟 孙丽玲 +2 位作者 胡琨元 朱云龙 陈瀚宁 《Journal of Central South University》 SCIE EI CAS CSCD 2015年第10期3925-3934,共10页
The major challenge in printable electronics fabrication is to effectively and accurately control a drop-on-demand(Do D) inkjet printhead for high printing quality. In this work, an optimal prediction model, construct... The major challenge in printable electronics fabrication is to effectively and accurately control a drop-on-demand(Do D) inkjet printhead for high printing quality. In this work, an optimal prediction model, constructed with the lumped element modeling(LEM) and the artificial bee colony(ABC) algorithm, was proposed to efficiently predict the combination of waveform parameters for obtaining the desired droplet properties. For acquiring higher simulation accuracy, a modified dynamic lumped element model(DLEM) was proposed with time-varying equivalent circuits, which can characterize the nonlinear behaviors of piezoelectric printhead. The proposed method was then applied to investigate the influences of various waveform parameters on droplet volume and velocity of nano-silver ink, and to predict the printing quality using nano-silver ink. Experimental results show that, compared with two-dimension manual search, the proposed optimal prediction model perform efficiently and accurately in searching the appropriate combination of waveform parameters for printable electronics fabrication. 展开更多
关键词 piezoelectric inkjet system lumped element modeling dynamic model nano-silver ink artificial bee colony algorithm
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Full-color quantum dots active matrix display fabricated by ink-jet printing 被引量:14
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作者 Congbiao Jiang Lan Mu +7 位作者 Jianhua Zou Zhiwei He Zhenji Zhong Lei Wang Miao Xu Jian Wang Junbiao Peng Yong Cao 《Science China Chemistry》 SCIE EI CAS CSCD 2017年第10期1349-1355,共7页
Making full-color active matrix display based on quantum dot light emitting diodes(AM-QLEDs) via ink-jet printing is attractive in display industry due to QLEDs' wide color gamut and their potential manufacturing ... Making full-color active matrix display based on quantum dot light emitting diodes(AM-QLEDs) via ink-jet printing is attractive in display industry due to QLEDs' wide color gamut and their potential manufacturing advantages of large screen size and low cost. The challenges for realizing AM-QLED display are how to achieve high quality films through ink-jet printing, multi-color patterning, electroluminescence(EL) color purity, and high efficiency. Herein, a 2-inch diagonal full-color AM-QLEDs display with pixel density of 120 pixels per inch(PPI) fabricated by ink-jet printing technique is presented. Driven by a metal oxide TFT(MOTFT) back-panel, the display exhibits a maximum brightness of 400 cd m.2, and a color gamut of 109%(NTSC 1931). The red, green, and blue(RGB) monochrome QLEDs passive matrix panels fabricated by ink-jet printing technique have a current efficiency(CE) of 2.5, 13.9, and 0.30 cd A.1, respectively. To the best of our knowledge, the efficiencies are the highest among passive matrix QLEDs panels made by ink-jet printing technique. The ink-jet printed QDs films show good thickness uniformity due to high viscosity and low volatility of the printable inks, and no cross-contamination between adjacent pixels resulting from the hydrophobic pixel defining layer. 展开更多
关键词 full-color display quantum dot light emitting diodes ink-jet printing technology pixel defining layer
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