• 제목/요약/키워드: 3D response surface

검색결과 296건 처리시간 0.023초

고감도 H2S 감지를 위한 SnO2 장식된 Cr2O3 nanorods 이종구조 (Heterostructures of SnO2-Decorated Cr2O3 Nanorods for Highly Sensitive H2S Detection)

  • 정재한;조윤행;황준호;이수형;이승기;박시형;손성우;조동휘;이광재;심영석
    • 센서학회지
    • /
    • 제33권1호
    • /
    • pp.40-47
    • /
    • 2024
  • The creation of vertically aligned one-dimensional (1D) nanostructures through the decoration of n-type tin oxide (SnO2) on p-type chromium oxide (Cr2O3) constitutes an effective strategy for enhancing gas sensing performance. These heterostructures are deposited in multiple stages using a glancing angle deposition technique with an electron beam evaporator, resulting in a reduction in the surface porosity of the nanorods as SnO2 is incorporated. In comparison to Cr2O3 films, the bare Cr2O3 nanorods exhibits a response 3.3 times greater to 50 ppm H2S at 300℃, while the SnO2-decorated Cr2O3 nanorods demonstrate an eleven-fold increase in response. Furthermore, when subjected to various gases (CH4, H2S, CO2, H2), a notable selectivity toward H2S is observed. This study paves the way for the development of p-type semiconductor sensors with heightened selectivity and sensitivity towards H2S, thus advancing the prospects of gas sensor technology.

혼합물 실험계획법에 의한 쑥 첨가 찜 케이크의 최적화 (Optimization of Ingredient Mixing Ratio for Preparation of Steamed Cake with Mugwort (Pseudosasa japonica Makino) Powder)

  • 오석태;박정은
    • 한국식품조리과학회지
    • /
    • 제28권1호
    • /
    • pp.67-76
    • /
    • 2012
  • This study examined the optimal ingredient mixing ratio for the preparation of steamed cake containing mugwort (Artemisia princeps var. orientalis) powder. After preliminary studies, the following ingredient ranges were determined; 110~129% sugar, 3~8% mugwort powder, 10~25% oil. Among the different mixture designs, the D-optimal design was chosen for analysis. The results of F-test, specific gravity, viscosity, volume and color values (L, a, b), hardness decided a linear model, while the sensory characteristics (color, taste, texture and overall acceptance) decided a quadratic model. The fitness analysis results showed that in all characteristic, the probabilities were significant within 0.05%; thus, the models were accepted as appropriate. The response surface and trace plot results showed that increasing amounts of mugwort powder decreased the brightness, and increased redness and yellowness. As the level of added oil increased, the softness of the cake increased. Cake samples received low sensory evaluation scores when sugar, mugwort powder, and oil were added above their optimal levels. The optimum formulations by the numerical and graphical methods, were similar, and with the numerical method presented as: sugar, mugwort powder, and oil at 120.7%, 5.1%, and 16.2%, respectively(flour weight basis). The above results demonstrate the feasibility of adding mugwort powder to sponge cake, and therefore, the commercialization of mugwort powder cake marketed as a functional food is deemed possible.

디지털 제어형 와이어 송급 시스템에서의 Arc-Start 성능 최적화 (Optimization of Arc-Start Performance by Digital Controlled Wire Feeding System)

  • 유경수;김동철;강문진;이세헌
    • 대한용접접합학회:학술대회논문집
    • /
    • 대한용접접합학회 2009년 추계학술발표대회
    • /
    • pp.21-21
    • /
    • 2009
  • 현장의 GMA 용접기는 일반적으로 용접기 본체로부터 와이어 송급장치까지의 거리가 약 50m 정도 떨어져 있고 송급장치로부터 토치까지의 거리는 약 3~5m 정도이다. 특히 국산 GMA 용접기의 와이어 송급장치는 DC 모터의 일종인 프린트모터를 사용하고 있으며 제어기는 오픈루프 제어를 하고 있다. 따라서 와이어 송급속도의 변동을 보상할 수 있는 어떤 수단도 장착되어 있지 않다. 또한 송급장치와 토치간 와이어를 안내하는 케이블 도관의 마찰 때문에 토치 끝단에서의 와이어 송급속도가 불규칙해질 수밖에 없다. 용접 시 와이어 송급속도의 순간적인 변동 때문에 용접부의 전류 파형이 매우 불규칙해지고 이 때문에 용융된 용적이 용융풀로 이행하지 못하고 스패터로 비산하는 현상을 발생시킨다. 본 연구에서는 이를 해결하고자 국산 SCR 용접기 및 인버터 용접기와 호환 가능한 디지털 제어형 와이어 송급장치와 Push-Pull 용접 토치를 개발하였다. 또한, 개발된 시스템을 이용하여 정 역 방향 제어기술을 적용하였고 아크 발생 시의 스패터 최소화 공정을 제안하였다. 실험은 SM490A 강재를 사용하여 BOP(Bead On Plate) 용접을 실행하였다. 용접 중 LabVIEW를 이용하여 아크 발생 초기 전류, 전압 그리고 와이어 송급속도를 측정하였고, 고속 카메라를 이용하여 용접현상을 분석하였다. 본 연구를 통해 아크 발생 초기의 스패터를 최소화하는 공정을 도출할 수 있었다. 용접공정 변수인 아크 발생 초기의 와이어 송급속도, 와이어의 역송급 진행거리 그리고 역송급 판단 시점의 용접 전류 값은 실험을 통해 얻을 수 있었다. 또한, 이 연구를 통해 개발된 시스템의 성능을 평가하였다.

  • PDF

지하수 관개에 의한 수도의 멸준양상과 그 방지책에 관한 연구 (Studies on the Rice Yield Decreased by Ground Water Irrigation and Its Preventive Methods)

  • 한욱동
    • 한국농공학회지
    • /
    • 제16권1호
    • /
    • pp.3225-3262
    • /
    • 1974
  • The purposes of this thesis are to clarify experimentally the variation of ground water temperature in tube wells during the irrigation period of paddy rice, and the effect of ground water irrigation on the growth, grain yield and yield components of the rice plant, and, furthermore, when and why the plant is most liable to be damaged by ground water, and also to find out the effective ground water irrigation methods. The results obtained in this experiment are as follows; 1. The temperature of ground water in tube wells varies according to the location, year, and the depth of the well. The average temperatures of ground water in a tubewells, 6.3m, 8.0m deep are $14.5^{\circ}C$ and $13.1^{\circ}C$, respercively, during the irrigation period of paddy rice (From the middle of June to the end of September). In the former the temperature rises continuously from $12.3^{\circ}C$ to 16.4$^{\circ}C$ and in the latter from $12.4^{\circ}C$ to $13.8^{\circ}C$ during the same period. These temperatures are approximately the same value as the estimated temperatures. The temperature difference between the ground water and the surface water is approximately $11^{\circ}C$. 2. The results obtained from the analysis of the water quality of the "Seoho" reservoir and that of water from the tube well show that the pH values of the ground water and the surface water are 6.35 and 6.00, respectively, and inorganic components such as N, PO4, Na, Cl, SiO2 and Ca are contained more in the ground water than in the surface water while K, SO4, Fe and Mg are contained less in the ground water. 3. The response of growth, yield and yield components of paddy rice to ground water irrigation are as follows; (l) Using ground water irrigation during the watered rice nursery period(seeding date: 30 April, 1970), the chracteristics of a young rice plant, such as plant height, number of leaves, and number of tillers are inferior to those of young rice plants irrigated with surface water during the same period. (2) In cases where ground water and surface water are supplied separately by the gravity flow method, it is found that ground water irrigation to the rice plant delays the stage at which there is a maximum increase in the number of tillers by 6 days. (3) At the tillering stage of rice plant just after transplanting, the effect of ground water irrigation on the increase in the number of tillers is better, compared with the method of supplying surface water throughout the whole irrigation period. Conversely, the number of tillers is decreased by ground water irrigation at the reproductive stage. Plant height is extremely restrained by ground water irrigation. (4) Heading date is clearly delayed by the ground water irrigation when it is practised during the growth stages or at the reproductive stage only. (5) The heading date of rice plants is slightly delayed by irrigation with the gravity flow method as compared with the standing water method. (6) The response of yield and of yield components of rice to ground water irrigation are as follows: \circled1 When ground water irrigation is practised during the growth stages and the reproductive stage, the culm length of the rice plant is reduced by 11 percent and 8 percent, respectively, when compared with the surface water irrigation used throughout all the growth stages. \circled2 Panicle length is found to be the longest on the test plot in which ground water irrigation is practised at the tillering stage. A similar tendency as that seen in the culm length is observed on other test plots. \circled3 The number of panicles is found to be the least on the plot in which ground water irrigation is practised by the gravity flow method throughout all the growth stages of the rice plant. No significant difference is found between the other plots. \circled4 The number of spikelets per panicle at the various stages of rice growth at which_ surface or ground water is supplied by gravity flow method are as follows; surface water at all growth stages‥‥‥‥‥ 98.5. Ground water at all growth stages‥‥‥‥‥‥62.2 Ground water at the tillering stage‥‥‥‥‥ 82.6. Ground water at the reproductive stage ‥‥‥‥‥ 74.1. \circled5 Ripening percentage is about 70 percent on the test plot in which ground water irrigation is practised during all the growth stages and at the tillering stage only. However, when ground water irrigation is practised, at the reproductive stage, the ripening percentage is reduced to 50 percent. This means that 20 percent reduction in the ripening percentage by using ground water irrigation at the reproductive stage. \circled6 The weight of 1,000 kernels is found to show a similar tendency as in the case of ripening percentage i. e. the ground water irrigation during all the growth stages and at the reproductive stage results in a decreased weight of the 1,000 kernels. \circled7 The yield of brown rice from the various treatments are as follows; Gravity flow; Surface water at all growth stages‥‥‥‥‥‥514kg/10a. Ground water at all growth stages‥‥‥‥‥‥428kg/10a. Ground water at the reproductive stage‥‥‥‥‥‥430kg/10a. Standing water; Surface water at all growh stages‥‥‥‥‥‥556kg/10a. Ground water at all growth stages‥‥‥‥‥‥441kg/10a. Ground water at the reproductive stage‥‥‥‥‥‥450kg/10a. The above figures show that ground water irrigation by the gravity flow and by the standing water method during all the growth stages resulted in an 18 percent and a 21 percent decrease in the yield of brown rice, respectively, when compared with surface water irrigation. Also ground water irrigation by gravity flow and by standing water resulted in respective decreases in yield of 16 percent and 19 percent, compared with the surface irrigation method. 4. Results obtained from the experiments on the improvement of ground water irrigation efficiency to paddy rice are as follows; (1) When the standing water irrigation with surface water is practised, the daily average water temperature in a paddy field is 25.2$^{\circ}C$, but, when the gravity flow method is practised with the same irrigation water, the daily average water temperature is 24.5$^{\circ}C$. This means that the former is 0.7$^{\circ}C$ higher than the latter. On the other hand, when ground water is used, the daily water temperatures in a paddy field are respectively 21.$0^{\circ}C$ and 19.3$^{\circ}C$ by practising standing water and the gravity flow method. It can be seen that the former is approximately 1.$0^{\circ}C$ higher than the latter. (2) When the non-water-logged cultivation is practised, the yield of brown rice is 516.3kg/10a, while the yield of brown rice from ground water irrigation plot throughout the whole irrigation period and surface water irrigation plot are 446.3kg/10a and 556.4kg/10a, respectivelely. This means that there is no significant difference in yields between surface water irrigation practice and non-water-logged cultivation, and also means that non-water-logged cultivation results in a 12.6 percent increase in yield compared with the yield from the ground water irrigation plot. (3) The black and white coloring on the inside surface of the water warming ponds has no substantial effect on the temperature of the water. The average daily water temperatures of the various water warming ponds, having different depths, are expressed as Y=aX+b, while the daily average water temperatures at various depths in a water warming pond are expressed as Y=a(b)x (where Y: the daily average water temperature, a,b: constants depending on the type of water warming pond, X; water depth). As the depth of water warning pond is increased, the diurnal difference of the highest and the lowest water temperature is decreased, and also, the time at which the highest water temperature occurs, is delayed. (4) The degree of warming by using a polyethylene tube, 100m in length and 10cm in diameter, is 4~9$^{\circ}C$. Heat exchange rate of a polyethylene tube is 1.5 times higher than that or a water warming channel. The following equation expresses the water warming mechanism of a polyethylene tube where distance from the tube inlet, time in day and several climatic factors are given: {{{{ theta omega (dwt)= { a}_{0 } (1-e- { x} over { PHI v })+ { 2} atop { SUM from { { n}=1} { { a}_{n } } over { SQRT { 1+ {( n omega PHI) }^{2 } } } } LEFT { sin(n omega t+ { b}_{n }+ { tan}^{-1 }n omega PHI )-e- { x} over { PHI v }sin(n omega LEFT ( t- { x} over {v } RIGHT ) + { b}_{n }+ { tan}^{-1 }n omega PHI ) RIGHT } +e- { x} over { PHI v } theta i}}}}{{{{ { theta }_{$\infty$ }(t)= { { alpha theta }_{a }+ { theta }_{ w'} +(S- { B}_{s } ) { U}_{w } } over { beta } , PHI = { { cpDU}_{ omega } } over {4 beta } }}}} where $\theta$$\omega$; discharged water temperature($^{\circ}C$) $\theta$a; air temperature ($^{\circ}C$) $\theta$$\omega$';ponded water temperature($^{\circ}C$) s ; net solar radiation(ly/min) t ; time(tadian) x; tube length(cm) D; diameter(cm) ao,an,bn;constants determined from $\theta$$\omega$(t) varitation. cp; heat capacity of water(cal/$^{\circ}C$ ㎥) U,Ua; overall heat transfer coefficient(cal/$^{\circ}C$ $\textrm{cm}^2$ min-1) $\omega$;1 velocity of water in a polyethylene tube(cm/min) Bs ; heat exchange rate between water and soil(ly/min)

  • PDF

시화호에서 보름달물해파리 Aurelia aurita (s.l.)의 개체군변동 (Population Dynamics of Jellyfish Aurelia aurita (s.l.) in Sihwa Lake)

  • 홍현표;한창훈;유정규
    • Ocean and Polar Research
    • /
    • 제35권3호
    • /
    • pp.205-217
    • /
    • 2013
  • We investigated the population dynamics of Aurelia aurita in Sihwa Lake from April to October in 2009. Salinity ranged from 5.9 to 30.7 psu at the surface. Abundance of mesozooplankton ranged from 3 to 111,874 indiv. $m^{-3}$. Ephyrae occurred from April to May with the peak in abundance occurring on 17 April. Maximum density of ephyrae was observed near the power transmission towers that are known to be habitats of polyps. Mortality of ephyrae was lower than in other areas because of the abundant prey concentration and the absence of predators. Young medusae occurred from April to July with the peak in abundance occurring on 8 May. Adult medusae occurred from May to July with the peak in abundance on 25 June and they disappeared before the rainy season. Planula occurred only in May and June with the peak in abundance on 25 June. Growth rates of Aurelia aurita ranged from -0.06 to 0.34 $d^{-1}$, and decreased rapidly after May. The period in which adult medusa occurred was restricted, compared with those in other area in Korea (e.g., Masan Bay) and Japan (e.g., Tokyo Bay). In the period of this study, the available food was limited in June and salinity decreased to ca. 20 psu in May because of the beginning of the wet season. We assumed that the exceptionally short period of occurrence of the medusa may be a response of adults to changes in temperature, salinity or food limitation which leads to the precocious maturation of young medusa and the release of planula and that the brief occurrence of medusa was caused by an abrupt decrease in activity after the release of planula.

신 간척지토양의 공간적 염농도 변이가 녹비·사료작물의 생육에 미치는 영향 (Effect of Spatial Soil Salinity Variation on the Growth of Soiling and Forage Crops Seeded at the Newly Reclaimed Tidal Lands in Korea)

  • 손용만;전건영;송재도;이재황;박무언
    • 한국토양비료학회지
    • /
    • 제42권3호
    • /
    • pp.179-186
    • /
    • 2009
  • 최근에 간척 조성된 화옹, 이원 및 영산강간척지에서 밭작물재배가능성을 검토하기 위하여 2007~2008년 2년간 간척지의 염농도변이와 녹비 사료작물의 생육과의 관계를 시험연구하였다. 토양염농도는 여름철 호우시 배수불량에 의한 침수피해가 심하였든 영산강간척지와 화옹간척지에서는 시험작물의 생육에 유의적 영향을 보이지 않았으나 침수피해가 없었든 이원간척지는 염농도가 증가함에 따라 작물생육과 수량은 로그함수적으로 감소하는 경향을 보였으며, 가장 큰 초장에 대한 대비 50% 이상 생육저해를 나타내는 표토염농도는 콩 $5dS\;m^{-1}$, 옥수수 $6dS\;m^{-1}$, 수단그리스, 피 및 세스바니아는 $7dS\;m^{-1}$ 정도로 추정되었고, 이 저해농도에서의 녹비수량의 감수율은 최고수량대비 26~44%수준으로 염농도에 대한 수량감수피해가 초장단축저해보다 더 큰 것으로 나타났다. 시험작물의 건물수량 $kg\;10a^{-1}$)은 장소에 따라 변이가 매우 커서 잘 된 장소가 수단그라스 2,426, 제주재래피 907, 세스바니아 1,881, 옥수수 2,032, 콩 924정도로 높은 편이지만 염농도가 높고 침수나 습해를 입은 장소는 전혀 수확이 없는 개무 상태였다. 상대적으로 염농도가 낮은 영산강과 배수가 좋은 이원간척지는 비교적 수량이 많았으나 화옹간척지는 염농도도 높고 배수도 불량하여 매우 낮은 수준이었다.

GPR을 이용한 몽고 유적지 반 칸 투리일의 성 (Van Khan Tooril's castle)의 평가 (Evaluation of Van Khan Tooril's castle, an archaeological site in Mongolia, by Ground Penetrating Radar)

  • Khuut, Tseedulam;Sato, Motoyuki
    • 지구물리와물리탐사
    • /
    • 제12권1호
    • /
    • pp.69-76
    • /
    • 2009
  • 이 논문에서는 성곽의 옛터에서 수행된 GPR탐사 결과에 대해 기술하고자 한다. 이 탐사의 목적은 몽고의 반칸 투리일의 유적지에서 2차원과 3차원 GPR 탐사방법을 이용하여 벽이나 타일 등의 매립되어있는 고고학적 구조물의 특징을 알아내는데 있다. GPR자료는 500 MHz와 800 MHz의 두 주파수의 안테나를 이용하여 10 cm의 측선간격으로 $10m\;{\times}\;9m$의 영역에 대해 획득 되었다. 이 논문에서는 타일, 벽돌. 석조물 등의 고고학적 대상체를 탐지해 내기 위한 편광측정 GPR 탐사기를 통해 얻어지는 순간변수들의 이용에 관해 다루고자 한다. 레이다 편광측정은 대상체의 산란특성을 끌어내는 진보된 기술이다. 이 방법은 대상체의 크기, 모양, 지향성 및 표면의 상태에 대한 보다 많은 정보를 제공해준다. 우리는 해석의 초점을 강한 반사파에 맞추었으며, 영상의 질은 순간변수들을 사유하여 높였다. 반사신호의 모양과 길이를 살펴본 결과 순간진폭의 중간 부터 높은 강도의 반응은 벽돌이나 타일에 대응되는 것을 알 수 있었다. 순간위상을 이용하여 만든 지도는 일반 신호에서 불연속성을 보이던 탐사 대상체의 위치를 알아내는데 중요한 정보를 제공하였다. 이러한 고고학적 대상체의 탐사 가능성을 높이기 위하여, 서로 직교하는 두 측선에 대해 GPR 자료를 획득하였다. 이 두 자료를 비교한 결과 반사신호들의 정렬이 좋은 상관관계를 갖는 것을 확인하였다. 그러나. 북쪽에서 남쪽 방향으로 측정된 탐사 자료에서 서쪽에서 동쪽 방향으로 측정된 탐사자료보다 많은 반사 신호가 관측되었다. 이는 북쪽에서 남쪽으로 수행된 탐사방향과 수평면 상에 위치하게 피는 전기장의 지향성 때문이며 고에너지의 후방산란된 수평 분극 성분이 기록된 것이다.

Processing Optimization and Physicochemical Characteristics of Collagen from Scales of Yellowfin Tuna (Thunnus albacares)

  • Han, Yuna;Ahn, Ju-Ryun;Woo, Jin-Wook;Jung, Cheol-Kyun;Cho, Sueng-Mock;Lee, Yang-Bong;Kim, Seon-Bong
    • Fisheries and Aquatic Sciences
    • /
    • 제13권2호
    • /
    • pp.102-111
    • /
    • 2010
  • This study was conducted to investigate the optimal conditions of collagen extraction from scales of yellowfin tuna (Thunnus albacares) using surface response methodology. Four independent variables of NaOH concentration and pretreatment fime in alkali pretreatment and enzyme concentration and treatment time in enzyme hydrolysis were used to predict a model equation for the collagen yield. The determinant coefficient ($R^2$) for the equation was 0.906. The values of the independent variables for the maximum yield were 0.32 N NaOH, 16.38 h alkali pretreatment time, 0.18% enzyme concentration, and 31.02 h enzyme treatment time. In the physicochemical properties of tuna scale collagen, sodium dodecyl sulfate-polyacrylamide gel electrophoresis of tuna scale collagen showed the same migration distances as that of calf skin collagen. The amide A, I, II, and III regions of tuna scale collagen in Fourier transform infrared measurements were shown in the peaks of 3,414 $cm^{-1}$, 1,645 $cm^{-1}$, 1,553 $cm^{-1}$, and 1,247 $cm^{-1}$, respectively. The amount of imino acids in tuna scale collagen was 18.97% and the collagen denaturation temperature was $33^{\circ}C$. The collagen solubility as a function of NaCl concentration decreased to 4% NaCl (w/v) and the collagen solubility as a function of pH was high at pH 2-4 and sharply decreased from pH 4 to pH 7. Viscosity of the collagen solution decreased continuously until $30^{\circ}C$ and this decreasing rate slowed in the temperature range of $35-50^{\circ}C$.

Experimental and numerical studies of precast connection under progressive collapse scenario

  • Joshi, Digesh D.;Patel, Paresh V.;Rangwala, Husain M.;Patoliya, Bhautik G.
    • Advances in concrete construction
    • /
    • 제9권3호
    • /
    • pp.235-248
    • /
    • 2020
  • Progressive collapse in a structure occurs when load bearing members are failed and the adjoining structural elements cannot resist the redistributed forces and fails subsequently, that leads to complete collapse of structure. Recently, construction using precast concrete technology is adopted increasingly because it offers many advantages like faster construction, less requirement of skilled labours at site, reduced formwork and scaffolding, massive production with reduced amount of construction waste, better quality and better surface finishing as compared to conventional reinforced concrete construction. Connections are the critical elements for any precast structure, because in past, major collapse of precast structure took place because of connection failure. In this study, behavior of four different precast wet connections with U shaped reinforcement bars provided at different locations is evaluated. Reduced 1/3rd scale precast beam column assemblies having two span beam and three columns with removed middle column are constructed and examined by performing experiments. The response of precast connections is compared with monolithic connection, under column removal scenario. The connection region of test specimens are filled by cast-in-place micro concrete with and without polypropylene fibers. Performance of specimen is evaluated on the basis of ultimate load carrying capacity, maximum deflection at the location of removed middle column, crack formation and failure propagation. Further, Finite element (FE) analysis is carried out for validation of experimental studies and understanding the performance of structural components. Monolithic and precast beam column assemblies are modeled using non-linear Finite Element (FE) analysis based software ABAQUS. Actual experimental conditions are simulated using appropriate boundary and loading conditions. Finite Element simulation results in terms of load versus deflection are compared with that of experimental study. The nonlinear FE analysis results shows good agreement with experimental results.

3차원 날개 공력설계를 위한 네트워크 분산 설계최적화 (A Network-Distributed Design Optimization Approach for Aerodynamic Design of a 3-D Wing)

  • 조창열;이상경
    • 한국항공우주학회지
    • /
    • 제32권10호
    • /
    • pp.12-19
    • /
    • 2004
  • 3차원 날개의 공력형상 설계최적화를 위한 설계최적화 시스템을 미래의 다분야 설계최적화 프레임워크의 일환으로 개발하였다. 이 설계최적화 시스템은 형상설계, 격자생성, 공력해석, 최적화의 4가지 모듈로 구성되어있다. 모두 상용패키지를 배경으로 개발하였으며 내장된 스크립트와 저널링 기능을 사용하여 배치 모드에서 자동적으로 실행되도록 프로그램 하였다. Visual Basic 프로그램을 사용하여 네 모듈을 통합하여 자동화된 설계기능을 갖도록 하였다. 특히 계산시간이 많이 소요되는 공력해석을 위하여 네트워크 통신을 이용한 분산 환경을 구현하였다. 공력해석은 일반적인 영역분할방식의 병렬처리 대신에 전역최적화 기법인 반응표면법과 연계하여 분산처리 시켰다. 개발한 공력설계 시스템의 검증을 위하여 간단한 항력최소화 문제에 적용하였으며 그 결과 상당히 향상된 설계 효율성과 적절한 설계 결과를 보여주었다.