• KSII Transactions on Internet and Information Systems (TIIS)
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• 제14권7호
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• pp.2957-2980
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• 2020

Ensemble clustering commonly integrates multiple basic partitions to obtain a more accurate clustering result than a single partition. Specifically, it exists an inevitable problem that the incomplete transformation from the original space to the integrated space. In this paper, a novel ensemble clustering algorithm using a newly reconstructed mapping coefficient (ECRMC) is proposed. In the algorithm, a newly reconstructed mapping coefficient between objects and micro-clusters is designed based on the principle of increasing information entropy to enhance effective information. This can reduce the information loss in the transformation from micro-clusters to the original space. Then the correlation of the micro-clusters is creatively calculated by the Spearman coefficient. Therefore, the revised co-association graph between objects can be built more accurately because the supplementary information can well ensure the completeness of the whole conversion process. Experiment results demonstrate that the ECRMC clustering algorithm has high performance, effectiveness, and feasibility.

• 한국산업융합학회 논문집
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• 제26권4_1호
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• pp.517-527
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• 2023

Many techniques have been proposed and investigated for microlens array manufacturing in three-dimensional (3D) structures. We present fabricating a microlens array using selective laser etching and a CO₂ laser. The femtosecond laser was employed to produce multiple micro-cracks that comprise the predesigned 3D structure. Subsequently, the wet etching process with a KOH solution was used to produce the primary microlens array structures. To polish the nonoptical surface to the optical surface, we performed reflow postprocessing using a CO₂ laser. We confirmed that the micro lens array can be manufactured in three primary shapes (cone, pyramid and hemisphere). Compared to our previous study, the processing time required for laser processing was reduced from approximately 1 hour to less than 30 seconds using the proposed processing method. Therefore, micro lens arrays can be manufactured using our processing method and can be applied to mass productionon large surface areas.

• 폴리머
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• 제32권4호
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• pp.334-339
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• 2008

최근 전기방사공정은 다양한 고분자의 마이크로 및 나노 크기 섬유를 만드는 기술로서 널리 사용되어 왔다. 일반적으로 많은 연구자들에 의하면, 다중노즐 전기방사공정은 노즐들 사이의 전기장 간섭효과 때문에 짧은 시간에 높은 생산성을 갖기 어려웠다. 이러한 문제를 극복하기 위하여 본 연구에서는 다양한 보조전극을 이용한 다중노즐 전기방사공정을 개발하였다. 본 연구에서 사용된 물질은 바이오소재로서 많이 사용되고 있는 poly($\varepsilon$-carprolactone)(PCL)을 사용하였다. 다중노즐 시스템의 영향을 확인하기 위하여 전기방사의 안정성, 다중노즐을 사용하였을 때의 생산성 및 제조된 나노섬유의 크기와 안정성을 보조전극을 사용하였을 때와 사용하지 않았을 때를 비교하였다. 결과적으로 보조전극을 사용한 노즐의 안정성이 사용하지 않은 노즐에 비해 전기방사 안정성과 우수한 생산성을 보였다.

• 한국재료학회지
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• 제15권9호
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• pp.589-593
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• 2005

Nanoimprinting lithography (NIL) is known as a suitable technique for fabricating nano and micro structures of high definition. Hot embossing is one of NIL techniques and can imprint on thin films and bulk polymers. Key issues of hot embossing are time and expense needed to produce a stamp withstanding a high temperature and pressure. Fabrication of a metal stamp such as an electroplated nickel is cost intensive and time consuming. A ceramic stamp made by silicon is easy to break when the pressure is applied. In this paper, a plastic stamp using a high temperature epoxy was fabricated and tested. The plastic stamp was relatively inexpensive, rapid to produce and durable enough to withstanding multiple hot embossing cycles. The merits of low viscosity epoxy solutions were a fast degassing and a rapid filling the microstructures. The hot embossing process with plastic stamp was performed on PMMA substrates. The hot embossing was conducted at 12.6 bar, $120^{\circ}C$ and 10 minutes. An imprinted PMMA wafer was almost same value of the plastic stamp after 10 times embossing. Entire fabrication process from silicon master to plastic stamp was completed within 12 hours.

• 한국기계가공학회지
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• 제20권10호
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• pp.88-94
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• 2021

Machining operations require the removal of chips to keep the water-soluble cutting oil clean and fresh throughout the operation time. Water-soluble cutting oil for metal processing is diluted using a 3-8% solution in water which is generally replaced every three to six months. This study aims to develop multiple purification devices to efficiently remove fine contaminating particles from water-soluble cutting oil. The 2D concept designs were created using AutoCAD. The designs were drawn using the 3D modelling feature of CATIA. Flow analysis was performed in a bubble purifier using Ansys computational fluid dynamics (CFD). This analysis has aided in improving the design and structure of the device to create the final prototype. Experiments were conducted to check the prototype's performance. Comparisons of the effects of each process variable on the experiment was carried out using ANOVA.

• Elastomers and Composites
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• 제44권3호
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• pp.222-231
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• 2009

단분산이면서 마이크로 크기의 입자로 쉽게 조절이 가능한 SPG (Shirasu porous glass) 막유화법이 최근 각광을 받고 있다. SPG 막유화법은 다중에멀젼, 단분산, 다양한 형태 등을 쉽게 제조할 수 있는 장점을 가지고 있어서 기능성 입자를 만드는데 적합한 방법으로 최근 적용분야로는 토너입자, 식품첨가제, 약물전달 등으로 적용분야가 넓다. SPG 막유화법에서 입자크기 및 형태 조절 요소로는 개시제, 첨가제, 단량체, 가교제, 중합금지제 등이 있으며, SPG의 장점인 단분산을 싼 단가로 대량생산에 접목시킬 수 있기 때문에 여러 분야에서 다양한 접근이 가능하다.

• 한국막학회:학술대회논문집
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• 한국막학회 1996년도 제4회 하계분리막 Workshop (초순수 제조와 막분리 공정)
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• pp.177-189
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• 1996

Raverase osmosis or ultrafiltration systems have generally been regarded as hard to validate about WFI production. Though the Japanese and US Pharmacopoeias have allowed distillation and RO to be applied to WFI production process, only water stills, especially multiple effects have practically been employed for parenteral water production. On the other hand, the latest analysis has shown that even distillate contains such volatile organic matters as trihalomethanes and traces of heavy metals at a little higher concentration than supposed. The JP requires TOC to be monitored in WFI process based on RO or UF systems to control the concentration below 300ppb, but very few monographs or papers have so far been published about the concentrations of organic volatile matters in distillate. (See table 1-1) Therefore, this paper proposes a new applicable WFI systems based on the result of purified water analysis with some membranes used in the process. A well combined membrane system with other units could be expected to provide less amount of impurities in membrane-treated water than in distillate.

• Design & Manufacturing
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• 제12권2호
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• pp.46-50
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• 2018

Recently, as machine components and products are getting smaller, it is demanded to develop superprecision production technologies multilaterally. Along with the advancement of production technology, people are paying keener attention to the development of eco-friendly technology and efficient processing technology. Particularly, in many industries related to automobiles, shipbuilding, or airplane components, it is demanded to obtain technology to process multiple micro-holes. On account of this trend, micro-hole processing employing high-power electron beams is rising nowadays, and more interest is being shown in it, too. In Korea, however, the process of manufacturing vaporized amplification sheets influencing high-power electron beam processing technology and the processability considerably has not been developed sufficiently yet. Therefore, this study has applied vaporized amplification sheets manufactured to analyze the processability of high-power electron beams and examine necessity for vaporized amplification sheets.

• 한국정밀공학회지
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• 제23권4호
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• pp.183-190
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• 2006

Digital 3D Real Object Duplication System (RODS) consists of 3D Scanner and Solid Freeform Fabrication System (SFFS). It is a device to make three-dimensional objects directly from the drawing or the scanning data. In this research, we developed an office type SFFS based on Three Dimensional Printing Process and an industrial SFFS using Dual Laser. An office type SFFS applied sliding mode control with sliding perturbation observer (SMCSPO) algorithm for control of this system. And we measured process variables about droplet diameter measurement and powder bed formation etc. through experiments. In case of industrial type SFFS, in order to develop more elaborate and speedy system for large objects than existing SLS process, this study applies a new Selective Dual-Laser Sintering (SDLS) process and 3-axis Dynamic Focusing Scanner for scanning large area instead of the existing f lens. In this process, the temperature has a great influence on sintering of the polymer. Also the laser parameters are considered like that laser beam power, scan speed, and scan spacing. Now, this study is in progress to evaluate the effect of experimental parameters on the sintering process.

• 한국산학기술학회논문지
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• 제18권5호
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• pp.475-480
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• 2017

본 논문에서는 레이저 유도증착 공정을 사용하여 절연기판위에 미세패턴의 전도성 향상시켰다. 기존의 레이저 유도증착의 공정에서 발생하는 높은 레이저빔 에너지로 인하여, 미세패턴의 낮은 증착밀도, 산화와 같은 문제점이 있다. 이러한 문제점을 폴리머 코팅층을 사용하여 증착정밀도와 전도성 향상하였다. 실리콘 웨이퍼 위에 미세패턴 증착을 위해서 크롬, 구리를 사용하였다. 본 연구에서는 다중펄스 방식의 레이저 빔을 금속박막에 조사하여 절연기판(insulating substrate: $SiO_2$) 위에 시드 층을 형성하고, 형성된 시드 층위에 무전해 도금을 적용하여 미세패턴 및 구조물을 제작하는 복합공정기술을 개발하였다. 레이저빔의 다중 스캔방식으로 조사함으로서 레이저빔의 에너지가 증착 층의 증착밀도와 표면품위를 향상시키고, 미세전극 패턴으로 사용가능한 전기 전도성을 갖게 되었음 알 수 있었다. 레이저 직접묘화법과 무전해 도금을 적용한 복합공정을 이용하여 미세전극을 증착 한 후 비저항을 측정한 결과 도금 전 저항이 $6.4{\Omega}$, 도금 후의 저항이 $2.6{\Omega}$으로 미세전극 패턴의 표면조직이 균일하고 증착되었다. 표면조직이 균일하고 치밀하게 증착되었기 때문에 전기 전도도가 약 3배정도 향상되었다.