• 제목/요약/키워드: Full factorial design

검색결과 147건 처리시간 0.034초

침전법과 수열처리로 제조된 수산화마그네슘 비교와 이의 저밀도 폴리에틸렌-에틸렌 비닐 아세테이트 수지 난연제 적용 (Comparison of Magnesium Hydroxide Particles by Precipitation and Hydrothermal Treatment for Flame Retardant Application to Low Density Polyethylene and Ethylene-Co-Vinyl Acetate Resin)

  • 현미경;임형미;윤준호;이동진;이승호;황진명;정상옥
    • 공업화학
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    • 제20권2호
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    • pp.234-240
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    • 2009
  • 마그네슘염과 알칼리를 출발물질로 하는 수산화마그네슘 제조에서 공정 변수가 생성되는 입자의 크기, 형상 및 응집도에 미치는 영향에 대해 완전 요인배치(full factorial) 실험계획법(Design of experiment)으로 연구하였다. 수열합성에서는 알칼리/$MgCl_2$ 몰 비가 낮을수록, $MgCl_2$ 농도와 수열처리 온도가 높을수록 평균입경은 커지고 1차 입자 크기와 2차 입자 크기가 유사하지만, 침전법으로 제조한 수산화마그네슘은 1차 입자의 응집현상으로 2차 입경은 커지며, 응집성은 알칼리원의 종류와 $MgCl_2$의 농도에 따라 달라졌다. 알칼리원의 종류에 따른 차이는 $NH_4OH$를 사용한 경우 NaOH를 사용한 것보다 입자의 크기가 커지고 분산성이 우수하였다. 크기 및 표면 상태가 다른 샘플을 선정하여 LDPE와 EVA 혼합수지에 혼합하여 난연 특성을 비교하였을 때, 50, 55% 함량에서는 일반적으로 2차 입경 크기가 감소함에 따라 LOI값은 상승하지만, UL-94에서는 1차 입자가 작은 경우에 더 우수한 등급을 받는 경우가 있었다. 60%의 높은 함량에서 입자의 제조경로와 무관하게 UL-94는 V0 등급이지만, 미립이더라도 응집성있는 경우 한계산소지수가 상대적으로 낮다는 것을 알 수 있었다.

Studies on Computer Optimization Techniques for Hydrophilic Vehicle Compositions

  • Lee, Chi-Ho;Shin, Young-Hee
    • Archives of Pharmacal Research
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    • 제11권3호
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    • pp.185-196
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    • 1988
  • The inflence of hydrophilic vehicles on percutaneous absorption rate of griseofulvin was studied using intact skin of full thickness of hairless rat. The in vitro absorption rates were used as the characteristics for deciding the optimum formula of ointment vehicles. The optimum formula of vehicle compositions for maximum absorption rate was obtained from the polynomial regression equation and the two graphical techniques, contour graph and partial derivative graph. It was composed of sodium lauryl sulfate (1.65 W /W%), white petrolatum (16.5 W /W%), propylene glycol (12.0 W /W%), and stearyl alcohol (19.6W /W%). The experimental value obtained from the optimum formula and the prediction value were 33.99 and 33.87 ${\mu}g/\sqrt{min}$, respectively. From these results, it was believed that optimum formula for semisolid dosage forms could be obtained from the application of the optimization technique used in this study.

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플라이애쉬를 혼입한 콘크리트포장의 배합특성에 관한 실험적 연구 (An Experimental Study on the Mix Properties of Concrete Pavement Incorporating Fly-Ash)

  • 이주형;최성용;윤경구;정영화
    • 산업기술연구
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    • 제17권
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    • pp.313-322
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    • 1997
  • As the weight of trucks increases, the need for concrete pavement also increases. Therefore, the addition of fly-ash may improve the properties of pavement concrete as well as recycle fly-ash. A full factorial experiment was performed using the primary variables, such as water-cement ratio, fly-ash substitution ratio, and maximum size of coarse aggregate, as a preliminary study for optimum mixture design for pavement concrete. The results of preliminary study indicates that the addition of fly-ash is the most important factor determining concrete strength, followed by the maximum size of coarse aggregate and water-cement ratio. It, also, shows the relative importance of fly-ash substitution ratio, compared to the water-cement ratio, and the interaction effects between the primary variables. Optimum mixture designs for pavement concrete incorporating fly-ash, that satisfied the target responses, were proposed in terms of fly-ash substitution ratio, water cement ratio and maximum size of coarse aggregate.

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실리콘 웨이퍼의 고정밀 단면 연삭에 관한 연구 (A Study on Precision Infeed Grinding for the Silicon Wafer)

  • 안대균;황징연;최성주;곽창용;하상백
    • 한국정밀공학회:학술대회논문집
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    • 한국정밀공학회 2005년도 춘계학술대회 논문집
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    • pp.1-5
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    • 2005
  • The grinding process is replacing lapping and etching process because significant cost savings and performance improvemnets is possible. This paper presents the experimental results of wafer grinding. A three-variable two-level full factorial design was employed to reveal the main effects as well as the interaction effects of three process parameters such as wheel rotational speed, chuck table rotational speed and feed rate on TTV and STIR of wafers. The chuck table rotaional speed was a significant factor and the interaction effects was significant. The ground wafer shape was affected by surface shape of chuck table.

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절연성능 향상을 위한 가스절연 개폐장치에서의 경사 기능성 재료 스페이서 및 전극 형상 연구 (A Study on Functionally Graded Material Spacer and Electrodes Shape in Gas Insulated Switchgear for the Improvement of Insulation Performance)

  • 주흥진;김봉석;고광철
    • 대한전기학회:학술대회논문집
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    • 대한전기학회 2009년도 제40회 하계학술대회
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    • pp.1358_1359
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    • 2009
  • 가스 절연 개폐장치(Gas Insulated Switchgear : GIS)의 고체 스페이서에 경사기능성 재료(Functionally Graded Material : FGM)를 적용할 때, 전계의 완화를 예상할 수 있다. 특히, 균일 유전율 분포를 가지는 스페이서에서 양극 근처에 집중된 높은 전계가 FGM 스페이서를 사용할 때, 스페이서와 $SF_6$ 가스의 접촉부로 옮겨지며, 그 크기가 완화됨을 확인할 수 있었다[1]. 본 연구에서는 상용 고체 스페이서의 양극 부근에서의 전계 집중을 감소시키기 위해 전극 형상의 최적화를 수행하였다. 최적화 기법으로는 완전계승계획법(Full Factorial Design : FFD)과 결합된 반응표면법(Response Surface Method : RSM)을 이용하였으며, 균일 유전율 스페이서에서 양극 형상을 최적화하였다. 또한 타원형 유전율 분포를 가지는 FGM 스페이서를 이용함으로써, 상용 GIS 모델에 비해 최대 전계가 크게 완화될 수 있음을 확인하였으며, 상용 GIS의 외함부의 크기를 줄여 실제 소형화 가능 여부를 확인하였다.

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2-단계 기포(氣砲)의 성능 최적화에 관한 연구 (Performance Optimization of the Two-Stage Gas Gun Based on Experimental Result)

  • 이진호;배기준;전권수;변영환;이재우;허철준
    • 한국추진공학회:학술대회논문집
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    • 한국추진공학회 2003년도 제21회 추계학술대회 논문집
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    • pp.145-150
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    • 2003
  • The present study aims to optimize the performance of the Two-Stage Gas Gun by using the experimentally obtained data. RSM(Response Surface Method) was adopted in the optimization process to find the operating parameter than can maximize the projectile speed with the minimum number of tests. To decide the test points which results can consist of the response surface, 3$^{k}$ full factorial method was used, and the design variables were chosen with piston mass and 2$^{nd}$ driver fill pressure. The response surface was composed by nine test results and consequently the optimization was done with GENOCOP III, inherently GA code, in order to seek the optimal test point. The optimal test condition from the response surface was verified by the experiment. Results showed that the optimization process with response surface can successfully predict the test results fairly well. This study shows the possibility of performance optimization for the experimental facilities using numerical optimization algorithm.

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Performance Optimization of Hypervelocity Launcher System using Experimental Data

  • Huh, Choul-Jun;Lee, Jin-Ho;Bae, Ki-Joon;Jeon, Kwon-Su;Byun, Yung-Hwan;Lee, Jae-Woo;Lee, Chang-Jin
    • Journal of Mechanical Science and Technology
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    • 제18권10호
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    • pp.1829-1836
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    • 2004
  • This study presents the performance optimization of hypervelocity launcher system by using the experimentall data. During the optimization, the RSM (Response Surface Method) is adopted to find the operating parameters that could maximize the projectile speed. To construct a reliable response surface model, 3 full factorial method is used with the selected design variables, such as piston mass and 2 driver fill pressure. Nine test data could successfully construct the reasonable response surface, which used to yield the optimal operational conditions of the system using the genetic algorithm. The optimization results are confirmed by the experimental test with a good accuracy. Thus, the optimization can improve the performance of the facility.

The Optimization of the Organic Passivation Process in the TFT-LCD Panel for LCD Televisions

  • Lee, Yeong-Beom;Jun, Sahng-Ik
    • Journal of Information Display
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    • 제10권2호
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    • pp.54-61
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    • 2009
  • The results of the optimization of the organic passivation process for fabricating thin-film transistors (TFTs) with a high aperture ratio on a seventh-generation glass (2200${\times}$1870 mm) substrate for LCD-TV panels are reported herein. The optimization of the organic passivation process has been verified by checking various factors, including the material properties (e.g., thickness, stain, etching, thermal reflow) and the effects on the TFT operation (e.g., gate/data line delay and display-driving properties). The two main factors influencing the organic passivation process are the optimization of the final thickness of the organic passivation layer, and the gate electrode. In conclusion, the minimum possible final thickness was found to be $2.42{\um}m$ via simulation and pilot testing, using the full-factorial design. The optimization of the organic passivation layer was accomplished by improving its brightness by over 10 cd/$m^2$ (ca. 2% luminance) compared to that of the conventional organic passivation process. The results of this research also help reduce the reddish stain on display panels.

Optimization of a Wire-Spacer Fuel Assembly of Liquid Metal reactor

  • ;김광용
    • 유체기계공업학회:학술대회논문집
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    • 유체기계공업학회 2005년도 연구개발 발표회 논문집
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    • pp.240-243
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    • 2005
  • This study deals with the shape optimization of a wire spacer fuel assembly of Liquid Metal Reactors (LMRs). The Response Surface based optimization Method is used as an optimization technique with the Reynolds-averaged Navier-Stokes analysis of fluid flow and heat transfer using Shear Stress Transport (SST) turbulence model as a turbulence closure. Two design variables namely, pitch to fuel rod diameter ratio and lead length to fuel rod diameter ratio are selected. The objective function is defined as a combination of the heat transfer rate and the inverse of friction loss with a weighting factor. Three level full-factorial method is used to determine the training points. In total, nine experiments have been performed numerically and the resulting datas have been analysed for optimization study. Also, a comparison has been made between the optimized surface and the reference one in this study.

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다수의 공정변수가 있는 경우의 진화적 조업법 (Evolutionary Operation with Many Process Variables)

  • 변재현;이창권
    • 한국품질경영학회:학술대회논문집
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    • 한국품질경영학회 2004년도 품질경영모델을 통한 가치 창출
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    • pp.513-516
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    • 2004
  • Evolutionary operation is useful to improve on-line full-scale manufacturing processes by systematically changing the levels of the process variables while meeting production schedule. Evolutionary operation was developed using two or three process variables for process operators who are not good at statistics. Recently, when a product is developed, it is very important for the engineers to make the production line stable as soon as possible. And there are many causes which have influences to the product performance. This paper presents an evolutionary operation procedure with many process variables using saturated two level fractional factorial designs including Plackett-Burman design.

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