• Transactions of the Korean Society of Mechanical Engineers A
• /
• v.32 no.3
• /
• pp.258-266
• /
• 2008

The conventional approximate optimization method, which uses the statistical design of experiments(DOE) and response surface method(RSM), can derive an approximated optimum results through the iterative process by a trial and error. The quality of results depends seriously on the factors and levels assigned by a designer. The purpose of this study is to propose a new technique, which is called a sequential design of experiments(SDOE), to reduce a trial and error procedure and to find an appropriate condition for using artificial neural network(ANN) systematically. An appropriate condition is determined from the iterative process based on the analysis of means. With this new technique and ANN, it is possible to find an optimum design accurately and efficiently. The suggested algorithm has been applied to various mathematical examples and a structural problem.

• 한국신재생에너지학회:학술대회논문집
• /
• 2009.06a
• /
• pp.147-149
• /
• 2009

가수분해 및 응축반응을 사용하여 다공성의 TiO2입자를 합성하였다. 다공성 구조의 열적 영향을 살펴보기위해 annealing 시간을 조절하였고 태양전지에 적용하기 위해 paste로 만들었다. 그 구조적 특성을TEM(Transmission electron microscopy)과 XRD(X-ray diffraction) 통하여 분석하였고 광 전기화학적 활성을 측정해 보았다. 결과적으로 3시간 열처리한 시료의 효율이 최적화된 조건이였음을 확인하였다.

• Nuclear Engineering and Technology
• /
• v.7 no.3
• /
• pp.243-256
• /
• 1975

1. 기초실험 1) 안전성의 검토 대형고속로의 안전성확보를 위한 Doppler효과, Na void 효과 등의 검토 2) 노심의 제특성 측정 청계질양, 비균질효과, 중성자내분포, 중성자 energy 분포, 제물광의 반응도채치, 증식비, Doppler계수, Na의 void 계수 3) 중성자 energy 측정법의 확립 대형노심에 었어서의 중성자 spectrum을 정도높게 정하는 것은 고속노물리자험의 전제조건이 되는 동요한 역천이다, 현재로서는 측정기, 긴정법자체가 업분치 못하기 때문에 많은 연구가 필요하다. 4) 고원여심의 군정수 정비 고동로심의 군정수가 정비 확립 안된것이 계산신업가 낮은 원인이 되고 있기 때문에 제채험의 결과와 대조하여 신뢰성있는 군정수를 정비하여 고속노설계에 양지를 시공한다. 5) 동특성 및 Pulse 체험원자로 내전운전과 핵연료의 효율적인 연소관리를 위한 동특실험과 Pulse 실험을 행하여 동특성해석을 한다. 2. 핵적 Mock-up 실험 관발 건조하고져하는 책험노, 원형노, 책용노의 대심을 모남하여 제물리적인 Parameter를 측정, 최적화를 수행한다.

• 한국생물공학회:학술대회논문집
• /
• 2000.11a
• /
• pp.593-596
• /
• 2000

Chiral epoxides are useful chiral synthons in organic synthesis and various biological methods have been investigated for the production of chiral epoxides. In this work, enantioselective resolution of racemic styrene oxide was investigated using an isolated Aspergillus niger sp. for the production of optically pure (S) -styrene oxide. The enantioselectivity and initial hydrolysis rates of racemic substrate were highly dependent on the pH, temperature, and the volume ratio of cosolvent. The experimental sets of pH, temperature, and the volume ratio of cosolvent were designed using central composite experimental design, and the reaction conditions were optimized using response surface analysis. The optimal conditions of pH, temperature, and the volume ration of cosolvent were determined to be 7.78, $28.32^{\circ}C$, and 2.4 %(v/v), respectively, and optically pure (S)-styrene oxide (> 99% ee) could be obtained with the 35 % yield by microbial enantioselective hydrolysis reaction.

• Journal of the Korean Society of Manufacturing Technology Engineers
• /
• v.21 no.5
• /
• pp.842-847
• /
• 2012

The Response Surface Method(RSM) is used as optimal design technique of experimental conditions. In Al7075-T0 turning operation, the principle cutting force and the Center-line averaged roughness are measured to optimize machining process. In variation of feed, depth of cut and cutting speed, three cutting parameters are evaluated. The optimal cutting conditions of Al7075-T0 turning are suggested by RSM. As a main result, feed is the dominant cutting parameter in this turning process considering surface roughness and cutting force.

• KSBB Journal
• /
• v.4 no.3
• /
• pp.208-214
• /
• 1989

The computer interfaced by the necessary hardwares and the software developed in PARTs I and II were used to control the fermentation with recombinant cells in an on-line feedback-feed-forward manner. The recombinant cells were induced for expression either thermally or chemically. Very accurate controls with fast response and no oscillation could be performed.

• Journal of the East Asian Society of Dietary Life
• /
• v.17 no.1
• /
• pp.103-109
• /
• 2007

The optimum conditions for springiness of polymannuronate acorn mook, in which polymannuronate was added to acorn powder, was investigated by the response-surface method(RSM). The fractional factorial design with three variables, i.e. polymannuronate addition, water addition and boiling time, and with three levels revealed that the range of acorn springiness was $0.804{\sim}0.987$. The governing equation was also partially differentiated for boiling time, showing that the optimum manufacturing condition for $90^{\circ}C$ is addition of 2% polymannuronate, addition of 120 mL of water, and 60 minutes of boiling time.

• Composites Research
• /
• v.16 no.1
• /
• pp.34-41
• /
• 2003

A cure process control model was proposed to optimize the curing process of thick filament wound structure. There are two types of smart cure, one is that the boundary conditions of the hollow cylinder are same between inner surface and outer surface, and the other is that inner surface temperature is slightly higher than outer surface to initiate cure reaction from the inner side to the outer side to reduce residual stress.

• Proceedings of the Korean Institute of Surface Engineering Conference
• /
• 2006.10a
• /
• pp.2-3
• /
• 2006

본 논문에서는 신경망 모델링을 통하여 HDP-CVD를 이용한 실리콘 산화막 형성에 영향을 주는 다섯 가지 공정 장비 변수와 그에 따른 두 가지 출력 파라미터 Deposition rate과 Uniformity와의 관계를 동시에 고려한 특성결과를 분석하고， 최적의 recipe를 Genetic Algorithm을 통해 제시하였다. 실험계획법을 사용하여， 필요한 실험의 횟수를 최소화 하였으며 그 실험결과를 신경망 모델링을 통하여 입력변수와 출력파라미터의 관계를 3차원의 반응표면 곡선으로 분석하였다. 이 과정을 통해 Deposition rate과 Uniformity을 동시에 고려한 두 출력파라미터를 만족하는 최적의 입력변수 값들을 제시하였다.

• Proceedings of the KIEE Conference
• /
• 2005.07c
• /
• pp.2404-2406
• /
• 2005

본 연구에서는 전기촉매제를 사용하여 증가된 감도를 가지는 검출 시스템을 제작하였다. 전극과 검출물질 사이의 산화환원반응을 촉진시키기 위한 물질로 Prussian blue (PB)를 indium tin oxide (ITO) 전극에 전착하였다. 본 실험에서는 분석물질의 이동 및 분리를 위하여 모세관 전기영동방법을 사용하였으며 측정방법은 전류량법을 사용하였다. 전착된 PB 박막의 특성은 원자 현미경으로 분석하여 0.1V, 3min의 전착조건으로 최적화하였다. 전기 촉매제로써의 PB의 특성을 확인하기 위하여 ITO 전극만을 사용한 전기화학적 검출기와 비교하였으며 본 연구에서 제안된 검출기의 감도가 20배정도 더 좋다는 것을 확인하였다.