• Title/Summary/Keyword: print method

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A Study on Prediction Model Performance of Scaffold Pore Size Using Machine Learning Regression Method (머신 러닝 회귀 방안을 이용한 인공지지체 기공 크기 예측모델 성능에 관한 연구)

  • Lee, Song-Yeon;Huh, Yong Jeong
    • Journal of the Semiconductor & Display Technology
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    • v.19 no.1
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    • pp.36-41
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    • 2020
  • In this paper, We need to change all print factors when which print scaffold with 400 ㎛ pore using FDM 3d printer. Therefore the print quantity is 10 billion times, So we are difficult to print on workplace. To solve the problem, we used the prediction model based machine learning regression. We preprocessed and learned the securing print condition data, and we produced different kinds of prediction models. We predicted the pore size of scaffolds not securing with new print condition data using prediction models. We have derived the print conditions that satisfy the pore size of 400 ㎛ among the predicted print conditions of pore size. We printed the scaffolds 5 times on the condition. We measured the pore size of the printed scaffold and compared the average pore size with the predicted pore size. We confirmed that error was less than 1%, and we were identify the model with the highest pore size prediction performance of scaffold.

The Noise Influence Assessment according to the Change of the Offset Type Print Machine's Power (옵셋 인쇄기계 동력규모 변화에 따른 소음 영향 평가)

  • Gu, Jinhoi;Kwon, Myunghee;Lee, Wooseok;Lee, Jaewon;Park, Hyungkyu;Kim, Samsu;Yun, Heekyung;Lee, Kyumok;Jung, Daekwan;Seo, Chungyoul
    • Transactions of the Korean Society for Noise and Vibration Engineering
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    • v.24 no.9
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    • pp.682-686
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    • 2014
  • Nowadays, the needs to revise the classification criteria for noise emission facilities have been suggested by the related industries. Because there existed many reasonable factors in the criteria regarding the noise emission facilities. And the noise emission facility classification criterion of the print machine changed from 50 HP to 100 HP in 2013. But the increasement of the noise emission facility classification criterion of the print machine can cause adverse effects like the bigger noise. So, in this paper, we measured the print machine's sound power level according to the changes of the print machine's power to assess the adverse effects. The measurement method applied with KS I ISO 9614-2(1996). The corelation between the sound power level and the power of print machines was analyzed by regression analysis. In this paper, we found that the sound power level of the print machines can increase about 1.3 dB in the condition of that the power of print machine increases from 50 HP to 100 HP. And we found that the sound power level of the print machines can increase about 1.0 dB for a increasement of 1,000 SPH(sheet per hour) of printing speed. The noise emission characteristics of print machine stuied in this paper will be useful to design the noise reduction plan in the future.

Copy Style in Print Advertising : Focused on Humor Advertising (인쇄 광고의 카피 특성 분석 - 유머 광고를 중심으로)

  • Lee, Kwang-Sook;Koo, Ja-Hwi
    • Journal of the Korean Graphic Arts Communication Society
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    • v.27 no.1
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    • pp.73-87
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    • 2009
  • The purpose of this study is to provide a executive guideline of humor in Print advertising by analyzing the copy style. For this aim, in-depth analysis about the copy style of humor in Print advertising collected by the web-site of TV cf from 2005 to 2008 was performed. In conclusion, findings showed that the copy style in the pattern of expression was focused on the psychological arousal and incongruity and the pattern of damaging and attacking someone's prestige was considered to be significant in some degree. It was also found that the copy style of humor in Print advertising in the method of expression was focused on the factor of pun, jokes, double-meaning but the factor of satire, irony and turns of phrase was a minority.

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Palmprint recognition system using wavelet transform (웨이블릿 변환을 이용한 장문인식시스템)

  • Choi, Seung-Dal;Nam, Boo-Hee
    • Proceedings of the KIEE Conference
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    • 2006.04a
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    • pp.114-116
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    • 2006
  • This paper is to propose the palm print recognition system using wavelet transform. The palm print is frequently used as the material for the biometric recognition system such as the finger print, iris, face, etc. Since the palm print has lots of properties which include principle line, wrinkles, ridge and so forth, the ways of the implementation of the system are various. In this paper, at first, the palm print image is acquired and then some level of wavelet transform is performed. The coefficients become to be some blocks size of M by N after divided into the horizontal, vertical, diagonal components each level. The mean values, which are calculated with values of each block, are used as the feature vector. To compare between the stored template and the acquired vectors, we adopt the PNN (Probability Neural Network) method.

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A study on the water receptivity of Korea coated paper by the fluid bridge method (액체 브릿지법에 의한 국산 도피지의 수리성 측정 연구)

  • Han, Sam-Hwa;Jeon, Su-Kyoung;Youn, Jong-Tae
    • Journal of the Korean Graphic Arts Communication Society
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    • v.23 no.2
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    • pp.143-159
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    • 2005
  • The printing could not expect the print effect of the specific character of a printing material. Specially, a property of the paper that we are aware of the substrate has controled printability as well as run ability. The objective of this study was to measure substrate properties by measuring the water receptivity in order to know the degree of the uniformity on surface of paper. Therefore, the water receptivity was measured by fluid bridge method. And then the physical properties of samples such as ink set-off, porosity and print mottle of domestic coated papers were measured by Tappi method. Accordingly, this study obtained the outcome of water receptivity. And then we could know that the relations between water receptivity and physical properties of the paper samples have correlations. There are many measurement equipments to find out print mottle by the measurement of the reflected density at this point in time. However, it is thought that the fluid bridge method is the most proper way to find out print mottle, though there are many other ways to figure out.

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Selective Ridge Matching for Poor Quality Fingerprint verification (열악한 지문 영상의 검증을 위한 선택적 융선 정합 기법)

  • 최호석;박영태
    • Proceedings of the IEEK Conference
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    • 2001.06d
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    • pp.9-12
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    • 2001
  • Point pattern matching schemes for finger print recognition do not guarantee robust matching performance for finger print images of poor quality. We present a finger print recognition scheme, where transformation parameter of matched ridge pairs are estimated by Hough transform and the matching hypothesis is verified by a new measure of the matching degree using selective directional information. Proposed method may exhibit extremely low FAR(False Accept Ratio) while maintaining low reject ratio even for the images of poor quality because of the robustness to the variation of minutia points.

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The Study of Print Mottle related to the Properties of Coated Paper and Ink Dispersion(II) - Analysis of trial printing - (도공지 물성과 잉크 분산성에 따른 인쇄 모틀 연구(제2보) - 실 인쇄 테스트에 의한 해석 -)

  • Ha, Young-Baeck;Lee, Yong-Kyu;Kim, Chang-Keun;Oh, Sung-Sang;Lim, Jong-Hag;Youn, Jong-Tae
    • Journal of Korea Technical Association of The Pulp and Paper Industry
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    • v.39 no.1 s.119
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    • pp.25-29
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    • 2007
  • Print mottle is the spotty and cloudy appearance of the ink on the substrate. Print mottle is influenced significantly by the characteristics of the paper with regard to homogeneity of its structure and its coating. The print mottle can be counteracted, in particular by altering the absorption characteristics of the inks, by changing sequence in which the inks are printed, or by using a advanced coated paper. In this study, we investigated the effect of ink dispersion to the print mottle through trial printing test and also analyzed the correlation between properties of coated paper and subjective results by statistic method. The result of this study is expected to be applied the basic data to solve the problem of printing mottle.

Automated Print Quality Assessment Method for 3D Printing AI Data Construction

  • Yoo, Hyun-Ju;Moon, Nammee
    • Journal of Information Processing Systems
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    • v.18 no.2
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    • pp.223-234
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    • 2022
  • The evaluation of the print quality of 3D printing has traditionally relied on manual work using dimensional measurements. However, the dimensional measurement method has an error value that depends on the person who measures it. Therefore, we propose the design of a new print quality measurement method that can be automatically measured using the field-of-view (FOV) model and the intersection over union (IoU) technique. First, the height information of the modeling is acquired from a camera; the output is measured by a sensor; and the images of the top and isometric views are acquired from the FOV model. The height information calculates the height ratio by calculating the percentage of modeling and output, and compares the 2D contour of the object on the image using the FOV model. The contour of the object is obtained from the image for 2D contour comparison and the IoU is calculated by comparing the areas of the contour regions. The accuracy of the automated measurement technique for determining, which derives the print quality value was calculated by averaging the IoU value corrected by the measurement error and the height ratio value.

Design Optimization of Dimple Shape to Enhance Turbulent Heat Transfer (난류열전달 증진을 위한 딤플형상의 최적설계)

  • Choi Ji-Yong;Kim Kwang-Yong
    • Transactions of the Korean Society of Mechanical Engineers B
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    • v.30 no.7 s.250
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    • pp.700-706
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    • 2006
  • This study presents a numerical procedure to optimize the shape of dimple surface to enhance turbulent heat transfer in a rectangular channel. The response surface based optimization method is used as an optimization technique with Reynolds-averaged Wavier-Stokes analysis of fluid flow and heat transfer with shear stress transport (SST) turbulence model. The dimple depth-to-dimple print diameter ratio, channel height-to-dimple print diameter ratio, and dimple print diameter-to-pitch ratio are chosen as design variables. The objective function is defined as a linear combination of heat transfer related term and friction loss related term with a weighting factor. full factorial method is used to determine the training points as a mean of design of experiment. The optimum shape shows remarkable performance in comparison with a reference shape.

Fabrication of Dissolved Oxygen sensors by Screen Print Method and Characteristic (스크린 인쇄법에 의한 용존 산소센서의 제조 및 특성)

  • Jung, Kyung-Jin;Lee, Sung-Pil
    • Proceedings of the Korean Institute of Electrical and Electronic Material Engineers Conference
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    • 2003.07b
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    • pp.926-929
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    • 2003
  • The dissolved oxygen sensor of thick film type was fabricated by screen print method and measured the characteristic, reference electrode used Ag/AgCl, and working electrode used Pt. The devices are continuously powered at potential of $0.7V{\sim}0.8V$ versus Ag/AgCl reference electrode and results indicated that the response characteristic of sensor was $1.002{\mu}A{\sim}19.792{\mu}A$ for thirty seconds. we can know that it is good linearity when compared with of existent dissolved oxygen meter. Therefore sensor fabricated excels sensitivity for dissolved oxygen and will be considered to be applied typically because the price is costly.

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