• Title/Summary/Keyword: D-optimal experimental design

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Experiments on the Submarine Cable Protection Methods Considering the Connection Type (체결형상을 고려한 해저케이블 보호공법에 관한 실험)

  • Yoon, Jae Seon;Ha, Taemin
    • Proceedings of the Korea Water Resources Association Conference
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    • 2017.05a
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    • pp.329-329
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    • 2017
  • In this study attempted to evaluate the stability of the protection methods by examining hydraulic characteristics of the area around the point in which marine cable protector is installed such as surf zone occurrence point of shore-end submarine cables suitable for coastal marine environmental conditions, flow rate t the tope of the protector and maximum wave height, and to provide basic data for the selection of the optimal protection method. In performing hydraulic model experiments, the topography of submarine cable installation location was reproduced in 2-D sectional channel, and models appropriate for experimental scale and similitude law were produced and installed for each condition of submarine cables and protectors. Since the topography and submarine cable protectors were reproduced and installed in 2-D sectional channel, the exact reproduction of surf and transformation in shallow water zone was possible, and thus the physical properties could be clearly analyzed. For stability review, an experiment to examine the stability was conducted using a wave maker with 50-year frequency design waves as target, and wave height and cycles were applied based on the approximate lowest low water level(Approx. L.L.W), which is the most dangerous in submarine cable protection methods. As for experimental time, typhoon passing time in summer (about 3 hours) was applied, and wave patterns and deviation ratio of the submarine cable protector were investigated after making irregular waves corresponding to design waves. In addition, current meter and wave height meter were installed at the installation location of the submarine cable protector, and the flow rates and wave height at the top of the protector were measured and analyzed to review hydraulic properties.

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Lightweight Optimization of Infant Pop-up Seat Frame Using DMTO in Static Condition (DMTO 기법을 활용한 정적 하중환경의 유아용 팝업시트 프레임의 경량화)

  • Hong, Seung Pyo;Cha, Seung Min;Shin, Dong Seok;Jeon, Euy Sik
    • Journal of the Korean Society of Manufacturing Process Engineers
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    • v.21 no.1
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    • pp.102-110
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    • 2022
  • This paper proposes a solution to the problems of manufacturing cost and processability by applying discrete material and thickness optimization (DMTO) and minimizing the use of high-strength, lightweight materials in the optimization process. A simple infant pop-up seat model was selected as the application target, and the weight reduction effect and variation in strength according to the optimization results were observed. In this study, a simplified finite element model of an infant pop-up seat frame was first constructed. The model was used to perform a static structural analysis to verify the weight and strength of each part. The D-optimal design of the experimental method was then used to observe the influence of each part on the weight and strength. This process was applied using discrete thickness optimization (DTO) (which applies high-strength, lightweight materials and optimizes only the thickness) and DMTO (which considers both the material and thickness). The DTO and DMTO results were compared to verify the design method that determines the major parts and simultaneously considers the material and thickness. Accordingly, in this study, an optimal lightweight design that satisfied the strength standards of the seat frame was derived. Furthermore, discretization parameters were used to minimize the application of high-strength, lightweight materials.

Analysis and Design of Jumping Robot System Using the Model Transformation Method

  • Suh Jin-Ho;Yamakita Masaki
    • Journal of Electrical Engineering and Technology
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    • v.1 no.2
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    • pp.200-210
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    • 2006
  • This paper proposes the motion generation method in which the movement of the 3-links leg subsystem in constrained to slider-link and a singular posture can be easily avoided. This method is the realization of jumping control moving in a vertical direction, which mimics a cat's behavior. To consider the movement from the point of the constraint mechanical system, a robotics system for realizing the motion will change its configuration according to the position. The effectiveness of the proposed scheme is illustrated by simulation and experimental results.

Diffusion Process Modeling for High-speed Avalanche Photodiodes using Neural Networks (고속 애벌린치 포토타이모드 제작을 위한 확산 공정의 신경망 모델링)

  • 고영돈;정지훈;윤밀구
    • Proceedings of the Korean Institute of Electrical and Electronic Material Engineers Conference
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    • 2001.07a
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    • pp.37-40
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    • 2001
  • This paper presents the modeling methodology of Zinc diffusion process applied for high-speed avalanche photodiode fabrication using neural networks. Three process factors (sealing pressure, amount of Zn$_3$P$_2$ source per volume, and doping concentration of diffused layer) are examined by means of D-optimal design experiment. Then, diffusion rate and doping concentration of Zinc in diffused layer are characterized by a static response model generated by training fred-forward error back-propagation neural networks. It is observed that the process models developed here exhibit good agreement with experimental results.

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VALIDATION OF GRID AND BOUNDARY CONDITIONS FOR OPTIMAL DESIGN OF HEAT RECOVERY SYSTEM (열 회수 시스템의 최적 설계를 위한 격자 및 경계 조건 검증에 관한 연구)

  • Lee, D.G.;Shin, S.W.
    • 한국전산유체공학회:학술대회논문집
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    • 2011.05a
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    • pp.608-609
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    • 2011
  • In this study, we tried to validate FLUENT solver model and domain setting for the problem of convective heat transfer in multiple tube bank under transitional zone. We have paid special attention to verify proper boundary conditions and the grid convergence. Through validation work, it is found that unsteady solution method with two-dimensional simulation domain can produce reasonable accurate results compared with existing experimental data. Simulation results with steady solution generates relatively large error. We found that both steady and unsteady method for three-dimensional domain shows acceptable accuracy. Further parametric study for deriving correlation from transverse and longitudinal pitch is currently underway.

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Neural network based modeling of PL intensity in PLD-grown ZnO Thin Films (펄스 레이저 증착법으로 성장된 ZnO 박막의 PL 특성에 대한 신경망 모델링)

  • Ko, Young-Don;Kang, Hong-Seong;Jeong, Min-Chang;Lee, Sang-Yeol;Myoung, Jae-Min;Yun, Ii-Gu
    • Proceedings of the Korean Institute of Electrical and Electronic Material Engineers Conference
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    • 2003.07a
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    • pp.252-255
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    • 2003
  • The pulsed laser deposition process modeling is investigated using neural networks based on radial basis function networks and multi-layer perceptron. Two input factors are examined with respect to the PL intensity. In order to minimize the joint confidence region of fabrication process with varying the conditions, D-optimal experimental design technique is performed and photoluminescence intensity is characterized by neural networks. The statistical results were then used to verify the fitness of the nonlinear process model. Based on the results, this modeling methodology can be optimized process conditions for pulsed laser deposition process.

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A Study on the Gas Exchange Characteristics of Intake and Exhaust Systems in the Gasoline Engine (가솔린 기관 흡.배기계의 가스 유동 특성에 관한 연구)

  • 서영호;이창식
    • Transactions of the Korean Society of Automotive Engineers
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    • v.2 no.4
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    • pp.112-119
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    • 1994
  • This study is investigated into the dynamic effect of the manifold configuration during the gas exchange processes using both simulation and experiment, In theoretical study on the flow analysis, the characteristic method is applied to solve the compressible unsteady flow equation, involving the several steady flow boundary conditions. In order to excute the engine experiment efficiently, a data acquisition system is configured by using A/D converter and PC. Good results which coincided experimental data with simulation output were obtained, and it shows that this simulation method can be applied to obtain the optimal design parameters in the intake and exhaust systems.

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The Study for Construction of the Improved Optimization Algorithm by the Response Surface Method (반응표면법의 향상된 최적화 알고리즘 구성에 관한 연구)

  • Park, J.S.;Lee, D.J.;Im, J.B.
    • Journal of the Korean Society for Aviation and Aeronautics
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    • v.13 no.3
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    • pp.22-33
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    • 2005
  • Response Surface Method (RSM) constructs approximate response surfaces using sample data from experiments or simulations and finds optimum levels of process variables within the fitted response surfaces of the interest region. It will be necessary to get the most suitable response surface for the accuracy of the optimization. The application of RSM plan experimental designs. The RSM is used in the sequential optimization process. The first goal of this study is to improve the plan of central composite designs of experiments with various locations of axial points. The second is to increase the optimal efficiency applying a modified method to update interest regions.

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Design of Current Waves for the Vibration Decrease of Linear Pulse Motor (선형 펄스 모터의 진동 감소를 위한 전류 파형의 설계)

  • Cho Yun-Hyun;Suh Jin-Ho;Lee Kwon-Soon
    • The Transactions of the Korean Institute of Electrical Engineers B
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    • v.54 no.4
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    • pp.174-180
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    • 2005
  • Linear pulse motor (LPM) has the vibration during the operation because of magnetic characteristic which is caused by the mechanical configuration and the electromagnetic property. This paper proposes the calculation of thrust on the base of magnetic equivalent circuit for the purpose of the vibration minimization of LPM. The permeance of LPM is calculated and simulated from the construction tooth. The thrust is compared with the analytical method, the 3D finite element method (FEM) and the experimental values. The vibration of LPM is measured and estimated to select the input current wave for an optimal operation condition.

Fuzzy Rules and Membership Functions Tunning of Fuzzy Controller Applying Genetic Algorithms of Speed Control of DC Motor (퍼지 제어기의 퍼지규칙 및 멤버쉽 함수 튜닝에 유전알고리즘을 적용한 직류 모터의 속도제어)

  • Hwang, G.H.;Kim, H.S.;Park, J.H.;Hwang, C.S.;Kim, J.K.
    • Proceedings of the KIEE Conference
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    • 1996.07b
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    • pp.1021-1023
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    • 1996
  • This paper proposes a design of self-tuning fuzzy rules and membership functions based on genetic algorithms. Sub-optimal fuzzy rules and membership functions are found by using genetic algorithms. Genetic algorithms are used for tuning fuzzy rules and membership functions. A arbitrary speed trajectories are selected for the reference input of the proposed methods. Experimental results show the good performance in the DC motor control system with the self-tuning fuzzy controller based on genetic algorithms.

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