• 제목/요약/키워드: D-optimal Design

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Support Vector Regression 기반 공력-비선형 구조해석 연계시스템을 이용한 유연날개 다목적 최적화 (Multi-Objective Optimization of Flexible Wing using Multidisciplinary Design Optimization System of Aero-Non Linear Structure Interaction based on Support Vector Regression)

  • 최원;박찬우;정성기;박현범
    • 한국항공우주학회지
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    • 제43권7호
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    • pp.601-608
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    • 2015
  • 유연날개의 공력 및 구조 설계값을 설계 변수로 하여 정적 상태에서의 정적 공탄성해석 및 최적화를 수행하였다. 정적 공탄성해석과 최적화를 위해 상용 해석소프트웨어들이 연계된 강건한 다분야 최적설계 시스템을 개발하였다. 최적화 설계변수로는 가로세로비, 테이퍼비, 후퇴각과 날개 위아래 스킨 두께를 설정하였다. 전역적 다목적 최적화를 위해 실수기반 적응영역 다목적 유전자 알고리즘을 적용하였으며 계산시간을 줄이기 위해 메타모델로 서포트벡터회귀 기법을 적용하였다. 유연날개에 대한 파레토 결과 분석을 통해 최대 항속시간과 최소 중량에 대한 최적 결과를 확인하였다.

수치 모델링과 충격 시험을 통한 수직방향 진동절연 완충기의 성능 평가 (Performance Evaluation of the Vibration Absorber of Vertical Direction using Numerical Modeling and Shock Test)

  • 박상길;방승우;권오철;이정윤;오재응
    • 한국소음진동공학회:학술대회논문집
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    • 한국소음진동공학회 2008년도 춘계학술대회논문집
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    • pp.990-993
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    • 2008
  • Vibration/shock affects biggest taking a train subtraction of vehicle and durability decline. Therefore, absorber is used for vibration/shock isolation and various qualities of the material and design are applied to isolation. This paper proposes vibration/shock absorber that applies 'Disc'spring. Through comparison with 'Disc' spring that has nonlinearity and coil spring that is having linearity, see effect that nonlinearity of isolation gets in vibration/shock isolation. Coil spring and 'Disc' spring are non-linear numerical analysis and simulation through theory for this, get and investigate comparison result through an experiment finally. Expressed and formulated shock through 'Runge-Kutta' method/impact response to nonlinear-vibration-equation of 1 degree of freedom for numerical analysis. Double half sine pulse of excitation used and analyzed result through spectrum response analysis here. Response of disc spring is compared to response of coil spring by changing ho/t ratio with computer simulation and the usage of disc spring is increased through analysis of effect of design factors. The purpose of this paper is that the shock response of disc spring is calculated through numerical simulation and to design the optimal absorber under the limited condition. And then, the isolation effect was analyzed through the shock test.

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Analysis and Modelling of Vibration Performance for Multi-layered Corrugated Structure

  • Kim, Jin Nyul;Sim, Jae Min;Park, Min Jung;Kim, Ghi Seok;Kim, Jongsoon;Park, Jong Min
    • Journal of Biosystems Engineering
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    • 제38권4호
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    • pp.327-334
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    • 2013
  • Purpose: The purpose of this study was to analyze for resonant frequency, vibration transmissibility and damping ratio of multi-layered corrugated structures using a random vibration test. Methods: The random vibration test was performed by the ASTM D4728 specifications using two paperboards (S120, K180) and two types of flutes (A/F, B/F). Damping ratio of the multi-layered corrugated structures was estimated using a theoretical equation derived from the measured resonant frequency and transmissibility. Results: The resonant frequency and vibration transmissibility of the multi-layered corrugated structures of K180 and B-flute were higher than those of S120 and A-flute, respectively; however, the damping ratio of each sample had the opposite tendency. The resonant frequency was inversely proportional to the sample thickness and static stress; vibration transmissibility and damping ratio were not correlated with sample thickness and static stress. In addition, we developed a mathematical model of the resonant frequency with variables of sample thickness and static stress. Conclusions: Results of this study can be useful for environment-friendly and optimal packaging design since vibration has been a key factor in cushioning packaging design.

어린보릿가루 첨가 거품형 찜케이크의 재료 혼합비율의 최적화 (Optimization of Ingredient Mixing Ratio for Preparation of Steamed Foam Cake with Barley (Hordeum vulgare L.) Sproutling Powder)

  • 서민자;정수지;장명숙
    • 한국식품조리과학회지
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    • 제22권6호통권96호
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    • pp.815-824
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    • 2006
  • This study was performed to determine the optimum ratio of each ingredient in the steamed foam cake with barley (Hordeum vulgare L.) sproutling powder. The experiment was designed according to the D-optimal design of mixture design, which showed 14 experimental points including 4 replicates for three independent variables (sugar 112${\sim}$139%, barley sproutling powder 1${\sim}$8%, and oil 5${\sim}$25%). The compositional and functional properties of test were measured, and these values were applied to the mathematical models. A canonical form and trace plot showed the influence of each ingredient on the mixture final product. The results of F-test, volume, color values (L, a, b), textural properties (hardness, gumminess, chewiness) and sensory characteristics (softness) decided a linear model, while the sensory characteristics (color, smell, taste, overall acceptance) decided a quadratic model. The volume of steamed foam cake was increased by sugar addition, and a negative effect was exerted by barley sproutling powder and oil. L and a of color values increased but the b value decreased with increasing sugar and oil content, whereas barley sproutling powder tended to decrease all color values. The addition of barley sproutling powder also had a positive effect on the textural properties (hardness, gumminess, chewiness). Sensory characteristics (color, smell, softness, taste, overall acceptance) could suffer counter results with the excessive addition of sugar, barley sproutling powder, and oil. The optimum formulations by numerical and graphical methods were similar: sugar, barley sproutling powder, and oil were 130.4%, 4.0%, and 10.7% by numerical method, compared to 130.4%, 4.0%, and 10.7% by graphical method, respectively.

곡면 최적화 알고리즘을 활용한 비정형 건축물 외장공사비 개산견적에 관한 연구 (Development of the Preliminary Cost Estimate Method for the Free-Form Building Facade Trade in Conjunction with the Panel Optimization Algorithm Process)

  • 임장식;옥종호
    • 한국건설관리학회논문집
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    • 제15권4호
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    • pp.95-106
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    • 2014
  • 비정형 건축물의 건설에서 가장 어려운 공정은 복잡한 디자인으로 이루어진 외장패널을 제작 및 시공하는 것이다. 설계자는 비정형 건물의 부드러운 곡면형태를 훼손하지 않는 범위 안에서 복잡한 곡면을 갖는 패널의 양을 축소하여 패널제작 및 시공비용을 최적화함이 필요하다. 특히 설계초기단계에서 다양한 건축외관을 디자인하고 각 설계대안의 예상공사비를 추정하면서 설계의도를 충족하는 적절한 대안을 찾는 것은 대단히 중요하다. 하지만 대부분의 설계사무소들은 비정형 건축물의 패널최적화에 대한 이해, 기술 및 데이터가 부족하여 초기설계 단계에서 예상공사비 산정, 설계 대안 비교를 통한 예상공사비 조정등의 업무를 효과적으로 수행하지 못하고 있는 실정이다. 본 연구는 비정형 건축물 설계자가 쉽게 접할 수 있는 범용 어플리케이션을 이용하여 비정형 건축물의 외장패널을 최적화하는 방법을 제시하며 최적화 결과와 국내 비정형 건설프로젝트의 외장공사에 대한 실적공사비를 접목하여 최적화 진행에 따른 공사비 변화정도를 산출하는 방법을 제시한다. 연구결과의 적용성을 검증하기 위해 국내에서 최근 완공된 비정형 건축프로젝트의 사례연구를 수행한다.

열해석을 이용한 자기부상자석의 설계 (Design of Levitation Magnet with Thermal Analysis)

  • 배덕권;성호경;윤용수;배준한;조정민;김동성
    • 대한전기학회:학술대회논문집
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    • 대한전기학회 2007년도 제38회 하계학술대회
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    • pp.1185-1186
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    • 2007
  • The UTM-01 developed in 1998 was the first maglev vehicle in Korea for the urban transit maglev (UTM) system. Through the improvement of UTM-01 and development of UTM02, the commercialization of the UTM system is being prepared now. In order to prepare for the commercialization of maglev, it is necessary that an optimal design of the levitation magnet should be provided for the safe operation of the vehicle. The levitation force is formed through the function of magnetic flux density on the top of magnet poles and gap between magnet pole and guide rail. To generate a magnetic field that is high enough to levitate the vehicle, ferromagnetic materials, such as pure iron for magnet pole and SS400 for guide rail, were used. The heat generated by $I^2R$ loss of magnet conductor makes the thermal convection on the surface of magnet including coil and poles. As these two characteristics are nonlinear phenomena, this paper deals with the nonlinear analysis on the magnetic and thermal properties of the U-type levitation magnet by using 3-D finite element method (FEM). Base on the analysis results, a small scale U-type magnet was designed, manufactured, and tested and it was verified that the magnet manufactured was satisfactory to all the design specifications.

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AESA 레이더 광각 빔조향 특성을 고려한 복사소자 설계 기법 (Radiator Design Method considering Wide-Angle Beam Steering Characteristics of AESA Radar)

  • 김영완;채희덕;안세환;주지한
    • 한국인터넷방송통신학회논문지
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    • 제22권5호
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    • pp.87-92
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    • 2022
  • 본 논문에서는 탐색기용 AESA 레이더에 적용할 수 있는 배열소자 설계에 관한 연구를 수행하였다. AESA 레이더에 적용하기 위한 안테나는 전자 빔조향 특성을 확보하기 위해 배열 안테나에 적용할 최적의 복사소자를 선정하고, 설계 시 빔조향 특성을 고려하여야 한다. 특히 광각 빔조향 특성을 충족하기 위해 광각 임피던스 매칭(WAIM:Wide Angle Impedance Matching) 기법을 활용하여 광각 조향 시 발생할 수 있는 음영 지역(Scan Blindness region)을 최소화하여야 한다. 이처럼 시스템 운용의 안정성 확보가 AESA 레이더의 중요한 설계 고려 사항이 되고 있다. 본 논문에서는 AESA 레이더 안테나 장치에 적용되는 복사소자 특성을 개선하기 위해 복사소자 끝단에 WAIM을 적용하고, 시스템의 안정적 운용 척도인 능동 반사 계수 성능 변화를 검토하였다. 최종 성능 결과는 시뮬레이션 데이터를 수학적으로 합성하여 제시한 방안의 유효성을 검증하였다.

FASTRAC 연소기에서 음향공을 이용한 연소불안정 제어 사례 연구 (Case Study on Combustion Stabilization in FASTRAC Thrust Chamber Using Acoustic Cavities)

  • 김홍집;김성구
    • 한국추진공학회지
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    • 제16권5호
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    • pp.29-36
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    • 2012
  • 연소시험을 통한 성공/실패 사례가 있는 FASTRAC 연소기에 대해, 효용성이 검증된 3차원 선형 음향해석을 수행하여 음향공의 물성치 변화에 따른 감쇠 특성을 파악하였다. 음향공의 동조주파수와 감쇠능력을 정량화하기 위해 음향 임피던스 개념을 도입하였다. 기하학적 형상이 주어진 상태에서, 음향공 내부의 음속 변화에 따라 최적의 동조가 가능한 음속을 파악하였다. 최적의 동조가 이루어지기 위한 음향공 내부의 음속 예측 방법을 제시하였다. 이를 통하여 여러 기하학적 형상을 가지는 음향공에 대하여 적용하여 감쇠능력을 정량화함으로써 연소안정성의 확보 여부에 대한 검토가 가능할 것이며, 안정성이 확보되지 못한 경우에 대해서는 그 이유를 명확하게 규명할 수 있을 것이다.

Cheese Manufacturing and Bioactive Substance Separation: Separation and Preliminary Purification of cAMP from Whey

  • Liu, Yongfeng;Zhao, Xiaowei;Liu, Manshun;Zhao, Jing
    • 한국축산식품학회지
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    • 제38권1호
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    • pp.52-63
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    • 2018
  • Cheese consumption has been gradually increased in China. However, both the manufacturing process of cheese and the utilization of its main by-product were not well developed. Based on the sensory evaluation, Box-Behnken Design (BBD) was performed in the present study to optimize the cheese processing, which was proved more suitable for Chinese. The optimal parameters were: rennet 0.052 g/L, start culture 0.025 g/L and $CaCl_2$ 0.1 g/L. The composition analysis of fresh bovine milk and whey showed that whey contained most of the soluble nutrients of milk, which indicated that whey was a potential resource of cyclic adenosine-3', 5'-monophosphate (cAMP). Thus, the cAMP was isolated from whey, the results of high-performance liquid chromatography (HPLC) analysis showed that the macroporous adsorption resins (MAR) D290 could increase the concentration of cAMP from $0.058{\mu}mol/mL$ to $0.095{\mu}mol/mL$. We firstly purified the cAMP from the whey, which could become a new source of cAMP.

지게차용 기계유압식 무단변속기의 기어류에 대한 강도해석 (The Strength Analysis of Gears on Hydro-Mechanical Continuously Variable Transmission for Forklift)

  • 배명호;배태열;최성광
    • 드라이브 ㆍ 컨트롤
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    • 제13권4호
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    • pp.45-51
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    • 2016
  • The power train of a hydro-mechanical, continuously variable transmission for forklifts makes use of hydro-static units, hydraulic multi-wet disc brakes & clutches, and complex helical & planetary gears. The complex helical & planetary gears are very important parts of the transmission because of a strength problem. In the present study, we calculated the specifications of the complex helical & planetary gear train, and analyzed the gear bending and compressive stresses of the gears. It is necessary to analyze the gear bending and compressive stresses thoroughly for optimal design of the complex helical & planetary gears with respect to cost and reliability. In this paper, we analyze the actual gear bending and compressive stresses of complex helical & planetary gears using the Lewes & Hertz equation, and we also verify the calculated specifications of the complex helical & planetary gears by evaluating the results of the data of allowable bending and compressive stress using the Stress vrs Number of Cycles curves of gears.