• Title/Summary/Keyword: D-최적실험

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Shape Optimization of a 10/8 Switched Reluctance Motor Using Response Surface Methodology (반응표면기법을 이용한 5상 10/8 스위치드리럭턴스 모터의 협상최적설계)

  • Kim, Yong-Dae;Lee, Dae-Ok;Park, Kyi-Hwan
    • Proceedings of the KIEE Conference
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    • 2003.10b
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    • pp.21-23
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    • 2003
  • 본 연구에서는 반응표면기법을 이용하여 5상, 10/8 스위치드 리럭턴스 모터의 최적설계를 수행하였다. 반응표면 기법은 여러 개의 독립적인 설계변수가 출력 함수에 복합적인 작용을 하고 있을 때, 설계변수의 변화에 대한 출력함수의 변화를 추정하는 통계적인 분석방법이다. 여기서는, 모터 형상을 결정하는 모든 기하학적인 치수들을 변수로 선택하였고, D-Optimal 기법을 이용하여 실험 점들을 선택하였다. 각각의 실험점들에 대해서 FEM 해석을 수행하였고, 평균토크와 권선면적을 만족하는 최소부피의 모터를 설계하였다. 반응표면 모델을 이용하여 최적설계를 수행하였고, 각도와 전류에 따른 토크 프로파일과 인덕턴스 프로파일을 얻었다. 이를 바탕으로 동적 거동을 예상해 보았다. 반응표면기법을 이용한 최적설계에서는 global optimum을 보장할 수 있으며, 최적설계에 소요되는 시간을 줄일 수 있다.

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The Effects of Cyclic AMP, Theophylline and Caffeine on Sporulation of Aspergillus niger in the Defined Media (검정곰팡이(Aspergillus niger)의 포자형성(胞子形成)에 미치는 cAMP, 테오필린 및 카페인의 영향(影響)에 관한 연구(硏究))

  • Koh, Young-Joo;Kim, Jong-Hyup
    • The Korean Journal of Mycology
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    • v.15 no.4
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    • pp.238-246
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    • 1987
  • Aspergillus niger van Tieghem was cultured by the method of synchronous and submerged culture. The sporulation occurred through the culture and its life cycle and differentiation were completed in the experiments. The effects of cAMP, theophylline and caffeine on the sporulation of A. niger were investigated. In the sporulation medium, the sporulation was stimulated by addition of cAMP and its optimum concentration was $10^{-4}M$. In the sporulation medium, the sporulation was stimulated by addition of theophylline and its optimum concentration was 10 mg/ml. In the sporulation medium, the sporulation was stimulated by addition of caffeine and its optimum concentration was 300 mg/ml. Theophylline added to the sporulation medium together with cAMP enhanced the promotion effect of cAMP on sporulation. Caffeine added to the sporulation medium together with cAMP enhanced the promotion effect of cAMP on sporulation. In the sporulation medium, the sporulation was stimulated by addition of neither AMP nor ATP. In the potassium acetate medium, cAMP, theophylline and caffeine stimulated the sporulation, respectively.

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A Development of Depth Budget Control Module for 3D Stereoscopic Image Contents (3차원 입체영상 콘텐츠 제작을 위한 깊이 제어 카메라 모듈 개발)

  • Seo, Chang-Ho;Youn, Joo-Sang;Seo, Jin-Seok;Kim, Nam-Gyu
    • Proceedings of the Korean Society of Computer Information Conference
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    • 2015.01a
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    • pp.201-203
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    • 2015
  • 편안한 3차원 입체영상 콘텐츠 제작을 위해선 시청 환경 조건에 부합하는 최적의 제작 방법을 필요로 한다. 현재의 입체영상 제작 과정은 경험자의 지식이나 시청자 실험에 기반 한 가이드라인들을 활용하고 있으나, 특정 제작 환경에 국한되어 있다. 보다 구체적이고 정량적인 가이드라인 도출을 위해선 다양한 카메라 제어 및 시청 환경 요소를 고려한 실험용 입체영상이 제작되고, 그 실험 영상을 기반으로 다양한 시청자 실험 데이터가 구축되어야 한다. 또한, 실험용 입체영상 제작은 단기간에 이루어지고, 실험 목적 변경에 따라 변화 요인을 수용할 수 있어야 한다. 본 논문에서는 다양한 실험용 입체영상 제작을 위해, 상업용 3D 게임 엔진 저작 툴(Unity3D)에서 운용되고, 깊이예산(Depth Budget) 제어가 쉽게 가능한 입체 카메라 모듈을 구현하고, 구현된 모듈을 활용한 입체영상의 제작 예를 보여준다.

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Aperture Coupled and 3-D Transition Microstrip Line Fed Dual Polarization Rectangular Microstrip Antenna (개구결합 및 3차원 천이 마이크로스트립 선로로 급전되는 이중편파 사각형 마이크로스트립 안테나)

  • 조성문;박동국
    • The Journal of Korean Institute of Electromagnetic Engineering and Science
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    • v.13 no.10
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    • pp.1034-1039
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    • 2002
  • In this paper, the design of a dual-polarization rectangular microstrip patch antenna with high isolation between two feeding ports excited by using both an aperture-coupled feed (port 1) and a 3-dimensional microstrip feed (port 2) is presented. From the simulation using the commercial program IE3D, the optimum values of the antenna parameters are investigated at both two feed structures and the optimum antenna is designed and fabricated. Experimental results confirmed that an bandwidth of the antenna is about 17 % and the isolation of two ports is great than 30 dB over all frequency bands.

Optimal Design of Impeller according to Blade Shape Variation Using CFD Simulation (CFD를 이용한 블레이드 형상 변화에 따른 블로워 임펠러 최적설계)

  • Yu, Da-Mi;Kim, Semo;Jang, Hye-Lim;Han, Dae-Hyun;Kang, Lae-Hyong
    • Journal of Aerospace System Engineering
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    • v.13 no.1
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    • pp.29-37
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    • 2019
  • The objective of this study was to investigate the influence of the blade shape on the impeller performance, for design optimizing of the high airflow impeller. First, the quantity, angle, and length of blades, which are considered to have a large influence on the impeller performance, were selected as design variables. Then, 27 cases of impeller shapes were selected according to the design of experiment (DOE). To predict the conduct of the blower based on the selected impeller shape, flow analysis was performed using the immersed solid method of ANSYS CFX. In the CFD results, the highest airflow was expected in the impeller having a combination of 50 EA, $6^{\circ}$ and 5 mm. Finally, a blower with the original impeller shape and the optimized impeller shape was fabricated using a 3D printer, and the analysis tendency and experimental tendency were verified through experiments.

Optimized Design of O-ring Groove in LPG Filling Unit Using Taguchi Experimental Method (다구찌 실험법을 이용한 LPG 충전노즐 O-링 그루브의 최적화 설계연구)

  • Kim Chung-Kyun
    • Journal of the Korean Institute of Gas
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    • v.10 no.2 s.31
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    • pp.40-46
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    • 2006
  • In this paper, the optimized design of a rectangular O-ring groove has been analyzed for a maximum Cauchy stress and maximum strain using the Taguchi method. This method may efficiently optimize the design parameters for an O-ring groove of a LPG filling unit. The computed FEM results indicate that the optimized design parameters can only be drawn by nine experimental numbers of iterations when the Taguchi design technique has been employed with a finite element method. This means that the Taguchi design method is very useful for the optimization design of O-ring rectangular groove geometry. Based on the computed FEM results by the Taguchi design technique, the dimensions of a groove geometry are given as h=2.5 mm, d=2.74 mm, c=0.15 mm, and w=3.0 mm. In this study, the initial compression ratio of O-rings is recommended as 8.7% for a gas supply pressure of 18 $kg/cm^2$.

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Approximate Multi-Objective Optimization of a Quadcopter through Proportional-Integral-Derivative Control (PID 제어를 통한 쿼드콥터 다중목적 근사최적설계)

  • Yoon, Jaehyun;Lee, Jongsoo
    • Transactions of the Korean Society of Mechanical Engineers A
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    • v.39 no.7
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    • pp.673-679
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    • 2015
  • In this study, the nondominated sorting genetic algorithm (NSGA-II) is used to obtain the optimized proportional-integral-derivative (PID) gain value that can quickly recover the motion of a quadcopter after a disturbance. Prior to PID control, the four-rotor quadcopter interval was defined using computational fluid dynamics (CFD). Through the definition of this model, the PID control algorithm was generated. To construct a response surface model, D-optimal programming was used for the generation of experimental points. For this purpose, a gain value that satisfies both the roll and altitude PID gain values is obtained. Using the NSGA-II, the gain value of shorten time of the quadcopter motion control can be optimized.

3D Path-Planning for Weighted-Regions by Weighted-Octree Method (가중 8진트리를 이용한 가중치 지역에 대한 최적경로설정)

  • 임상석;이창규;황주영;박규호
    • Proceedings of the Korean Information Science Society Conference
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    • 1999.10b
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    • pp.440-442
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    • 1999
  • 본 논문에서는 가중치 3차원 공간을 가중치 8진트리를 이용하여 나타낸다. 가중치 8진트리는 가중치 영역을 계층적으로 나타내고 용이하게 분해능을 조절할 수 있게 한다. 즉 높은 가중치를 갖는 공간은 세밀하게 분해하고 낮은 가중치를 갖는 공간은 성길하게 분해하여 최적의 경로설정을 바른 시간에 할 수 있도록 한다. 이러한 8진트리를 바탕으로 하여 최적 경로 설정하는 종합틀(Framework)을 제시하고 실험을 통하여 그 결과를 제시한다.

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Robust Optimal Design of Disc Brake Based on Response Surface Model Considering Standard Normal Distribution of Shape Tolerance (표준정규분포를 고려한 반응표면모델 기반 디스크 브레이크의 강건최적설계)

  • Lee, Kwang-Ki;Lee, Yong-Bum;Han, Seung-Ho
    • Transactions of the Korean Society of Mechanical Engineers A
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    • v.34 no.9
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    • pp.1305-1310
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    • 2010
  • In a practical design process, the method of extracting the design space information of the complex system for verifying, improving, and optimizing the design process by taking into account the design variables and their shape tolerance is very important. Finite element analysis has been successfully implemented and integrated with design of experiment such as D-Optimal array; thus, a response surface model and optimization tools have been obtained, and design variables can be optimized by using the model and these tools. Then, to guarantee the robustness of the design variables, a robust design should be additionally performed by taking into account the statistical variation of the shape tolerance of the optimized design variables. In this study, a new approach based on the use of the response surface model is proposed; in this approach, the standard normal distribution of the shape tolerance is considered. By adopting this approach, it is possible to simultaneously optimize variables and perform a robust design. This approach can serve as a means of efficiently modeling the trade-off among many conflicting goals in the applications of finite element analysis. A case study on the robust optimal design of disc brakes under thermal loadings was carried out to solve multiple objective functions and determine the constraints of the design variables, such as a thermal deformation and weight.

Dermal Papilla Cells Proliferation Constituent of Schisandra chinensis Fruits and Optimization Using Response Surface Methodology (오미자의 모유두세포 증식 활성성분과 반응표면분석을 이용한 추출조건의 최적화)

  • Cho, Hyun Dae;Jeong, JiYeon;Ryu, Hwa Sun;Lee, JungNo;Park, Sung-Min
    • Journal of the Society of Cosmetic Scientists of Korea
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    • v.46 no.4
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    • pp.415-424
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    • 2020
  • In the present study, we have refined gomisin N, which represents activity in the proliferation of dermal papilla cells (HFDPCs) from the fruit of Schisandra chinensis (S. chinensis), and have identified optimal extraction conditions for obtaining extracts with high content of gomisin N. The activity of the extracts and fractions was evaluated, and the results indicated approximately 29% proliferation activity in the group treated with 1 ㎍/mL of n-hexane fraction. Column chromatography was used to assess the active ingredient in the n-hexane fraction, and two compounds, namely gomisin N(1) and schisandrin(2), were isolated and identified. When the HFDPCs proliferation activity was tested for the isolated compounds, gomisin N exhibited ≥ 20% proliferation activity. Thus, via response surface methodology (RSM), the optimum extraction conditions to obtain the maximum level of gomisin N from the fruit of S. chinensis were determined, where ethanol proportion, extraction time, and extraction temperature were used as the independent variables. The results revealed coefficient of determination ≥ 0.95 and p-value ≤ 0.05, which confirmed the fit of the model. The optimum extraction conditions to achieve the maximum content of gomisin N were as follows: ethanol proportion 83.8%, extraction temperature 80 ℃, and extraction time 8.7 h. The content of gomisin N using these conditions was predicted as 378,300 ppm, and a mean value close to the predicted value (376,884 ppm) was obtained while validating the aforementioned conditions.