• Title/Summary/Keyword: Design of Experiments and Analysis

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Evaluation of the Forging Process by the Application of Optimization Technology (최적화기법의 적용을 통한 냉간단조품의 성형공정 평가)

  • Yeo H.T.;Park K.H.;Hur K.D.
    • Transactions of Materials Processing
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    • v.15 no.3 s.84
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    • pp.226-231
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    • 2006
  • The fuel injector is a pa.1 that controls the fuel supply of automotive engine. The housing of the fuel injector supports the rod, the needle valve and the solenoid. In this study, the rigid-plastic FE-analysis by using the design of experiments (DOE) and the response surface methodology (RSM) has been performed to produce the product reducing the under-fill and the maximum effective strain. From the results of DOE, the stem of counter punch and the face angle of punch at the $1^{st}$ process, and the stem of punch at the $2^{nd}$ process were determined as the significant design variables far each response such as the upper under-fill, lower under-fill and the maximum effective strain. From the results of RSM, the optimal values of the design variables have been also determined by simultaneously considering the responses.

Minimal Experimental Designs for Safety and Environmental Application (안전 및 환경적용을 위한 최소 실험 계획)

  • Choi Sung-Woon;Lee Chang-Ho
    • Journal of the Korea Safety Management & Science
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    • v.7 no.5
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    • pp.69-84
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    • 2005
  • This paper proposes statistically designed experiments which provide a proactive means to implement safety and environmental applications. Minimal experimental designs such as fractional factorial design, Plackett-Burman design, Box-Behnken design are economical and can be achieved tremendous savings with relatively few experiments. These experimental designs and analysis methods are illustrated with cases.

A Basic Study of Crashworthiness Optimization Using Homogenization Method(I) (균질화법을 이용한 충돌 최적화 기초 연구(I))

  • 조용범;신효철
    • Transactions of the Korean Society of Automotive Engineers
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    • v.9 no.3
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    • pp.190-200
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    • 2001
  • The homogenization method is applied to maximize crash energy absorption for a given volume. To obtain the best combination of optimizing factors by resizing and threshold algorithms for an example problem, the sensitivity analysis has been performed using design of experiments. The results show that very little interaction among optimizing factors is found. Optimization analysis of several combination of factors is conducted; and the orignal design and a new design with holes for an example problem are compared for crash energy absorption.

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Statistical Fracture Analysis of Turbine blade (터어빈 블레이드의 통계적 파괴 분석)

  • Choi, Jae-Ung
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.7 no.2
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    • pp.101-106
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    • 2006
  • The optimum design of turbine blade at minimized fatigue life can be derived by the statistical fatigue analysis in this study, The optimum value of positions in the axes of X and Y at turbine blade can be found by design of experiments on the condition that the value of fillet radius is fixed to minimize the fatigue life. The degree of uncertainty about process at the factors in the axes of X and Y can be calculated by six sigma analysis. The optimum value of fillet radius is determined by utilizing the robust design at uncertain condition. It is concluded that maximum von Mises stress can decreased by 20% and the fatigue life can be double.

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Trade-off Analysis in Multi-objective Optimization Using Chebyshev Orthogonal Polynomials

  • Baek Seok-Heum;Cho Seok-Swoo;Kim Hyun-Su;Joo Won-Sik
    • Journal of Mechanical Science and Technology
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    • v.20 no.3
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    • pp.366-375
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    • 2006
  • In this paper, it is intended to introduce a method to solve multi-objective optimization problems and to evaluate its performance. In order to verify the performance of this method it is applied for a vertical roller mill for Portland cement. A design process is defined with the compromise decision support problem concept and a design process consists of two steps: the design of experiments and mathematical programming. In this process, a designer decides an object that the objective function is going to pursuit and a non-linear optimization is performed composing objective constraints with practical constraints. In this method, response surfaces are used to model objectives (stress, deflection and weight) and the optimization is performed for each of the objectives while handling the remaining ones as constraints. The response surfaces are constructed using orthogonal polynomials, and orthogonal array as design of experiment, with analysis of variance for variable selection. In addition, it establishes the relative influence of the design variables in the objectives variability. The constrained optimization problems are solved using sequential quadratic programming. From the results, it is found that the method in this paper is a very effective and powerful for the multi-objective optimization of various practical design problems. It provides, moreover, a reference of design to judge the amount of excess or shortage from the final object.

A Study on Theo van Doesburg's Plastic Experiments with Colored Planes (반 두즈버르그의 색면 조형 실험에 관한 연구)

  • Park, Young-Kyung
    • Korean Institute of Interior Design Journal
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    • v.16 no.3 s.62
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    • pp.30-37
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    • 2007
  • This research is to find out the characteristics and significance of the plastic experiments with colored planes in Theo van Doesburg's works. Based on the analysis, the following results have been obtained. First, Thea van Doesburg's plastic experiments with colored planes started from the paintings in 1916-1918. series and series were made of the ion of still life or human motion. These paintings were intended to make effects of rhythm, acceleration and simultaneity. Second, he colored the outer and inner architectural surface with primary colors. The expression of visual. rhythm on the color design for De Vonk, Districts Housing Projects VIII & IX in Spangen, Multi-Housing in Oosterstraat, Friesian Housing, Landbouw Winter School, and University Hall in Amsterdam embodied the concept of painting-in-architecture. Third, the field of these experiments were extended into the architectural space. As a results, $H\hat{o}tel$ Particulier and Maison d'Artiste was shown on the Architectural Exhibition in Paris in 1923. The colored planes were used as a construction material. They generated the dynamic space in architecture. Fourth, through the pictorial works like Architectural Analysis, Contra-Composition, Simultaneous Composition or Simultaneous Contra-Composition, Tesseract and Aubette Cinema-Dancing Hall, he created the concepts of simultaneous integration including nature and the environments as well as space-time in the architecture.

Assessment of design methods for punching through numerical experiments

  • Kotsovou, Gregoria M.;Kotsovos, Gerasimos M.;Vougioukas, Emmanuel
    • Computers and Concrete
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    • v.17 no.3
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    • pp.305-322
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    • 2016
  • The work is intended to demonstrate that the loss of bond between concrete and flexural steel which led in recent years a number of flat-slab structures to punching collapse under service loading conditions is also relevant to ultimate limit-state design. It is based on a comparative study of the results obtained from numerical experiments on flat slab-column sub-assemblages. The slabs were designed for punching either in compliance with the EC2 code requirements, which do not allow for such loss of bond, or in accordance with the compressive force-path method which considers the loss of bond between concrete and the flexural reinforcement in tension as the primary cause of punching. The numerical experiments are carried out through the use of a nonlinear finite element analysis package for which, although ample published evidence of its validity exists, additional proof of its suitability for the purposes of the present work is presented.

Finite Element Analysis of Cracted Structural Steel Member (균열을 가진 강구조부재의 한계하중에 대한 유한요소해석)

  • 박용걸
    • Computational Structural Engineering
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    • v.8 no.1
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    • pp.123-126
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    • 1995
  • The purpose of the analysis is the numerical simulation of structures strained to the limit loads. The finite element calculations and experiments with cracked structures have been carried out yielding over limit strains between 10% and 15% by single peak load. Load versus displacement-diagrams and J-diagrams up to the limit load are calculated. By this way the influence of geometric parameters may be assessed in the post yield region. It is proposed to use such calculations to correlate experiments carried out with small specimens to experiments simulating the true dimensions of the design structure.

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Kriging Interpolation Methods in Geostatistics and DACE Model

  • Park, Dong-Hoon;Ryu, Je-Seon;Kim, Min-Seo;Cha, Kyung-Joon;Lee, Tae-Hee
    • Journal of Mechanical Science and Technology
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    • v.16 no.5
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    • pp.619-632
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    • 2002
  • In recent study on design of experiments, the complicate metamodeling has been studied because defining exact model using computer simulation is expensive and time consuming. Thus, some designers often use approximate models, which express the relation between some inputs and outputs. In this paper, we review and compare the complicate metamodels, which are expressed by the interaction of various data through trying many physical experiments and running a computer simulation. The prediction model in this paper employs interpolation schemes known as ordinary kriging developed in the fields of spatial statistics and kriging in Design and Analysis of Computer Experiments (DACE) model. We will focus on describing the definitions, the prediction functions and the algorithms of two kriging methods, and assess the error measures of those by using some validation methods.

DESIGN OPTIMIZATION OF AN INDUSTRIAL 3/2 WAY PNEUMATIC VALVE CONSIDERING FLOW-STRUCTURE CHARACTERISTICS (3/2 WAY 공압밸브의 유동-구조적 특성을 고려한 최적설계)

  • Yang, S.M.;Baek, S.H.;Kim, T.W.;Jung, I.S.;Kang, S.
    • 한국전산유체공학회:학술대회논문집
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    • 2011.05a
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    • pp.605-607
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    • 2011
  • A Study on the flow-structure characteristics of a 3/2 way pneumatic valve is essential for optimizing the performance of ship engines. It is important for the valve to have desirable safety factor am reduced weight from the safety and economic point of view. In this study, we capture flow-structure characteristics of 3/2 way pneumatic valve. This is optimized based on the proper design criteria. The air at a pressure of 30 bar is the working fluid which is made to fill in the tack in short time. This time is defined as the filling time. The flow and structure analysis is performed for three cases under maximum stress and safety factor. In optimum design, considering the flow-structure characteristics, we model twenty seven cases by using DOE(design of experiments) method Here, analysis for each cases is performed and then metamodels are created We obtain optimized parameters and then analysis is repeated to compare with the initial model. Finally, the feasibility of the optimum design is verified.

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