• Title/Summary/Keyword: Experimental designs

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Experimental and Computational Studies on Flow Behavior Around Counter Rotating Blades in a Double-Spindle Deck

  • Chon, Woo-Chong;Amano, Ryoichi S.
    • Journal of Mechanical Science and Technology
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    • v.18 no.8
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    • pp.1401-1417
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    • 2004
  • Experimental and computational studies were performed to determine the effects of different blade designs on a flow pattern inside a double-spindle counter rotating mower deck. In the experimental study, two different blade models were tested by measuring air velocities using a forward-scatter LDV system. The velocity measurements were taken at several different azimuth and axial sections inside the deck. The measured velocity distributions clarified the air flow pattern caused by the rotating blades and demonstrated the effects of deck and blade designs. A high-speed video camera and a sound level meter were used for flow visualization and noise level measurement. In the computational works, two-dimensional blade shapes at several arbitrary radial sections have been selected for flow computations around the blade model. For three-dimensional computation applied a non-inertia coordinate system, a flow field around the entire three-dimensional blade shape is used to evaluate flow patterns in order to take radial flow interactions into account. The computational results were compared with the experimental results.

A Simple Algorithm for Factorial Experiments in $\rho^N$

  • Donwonn Kim
    • Communications for Statistical Applications and Methods
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    • v.5 no.2
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    • pp.353-359
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    • 1998
  • Factorial designs with two-level factors represent the smallest factorial experiments. The system of notation and confounding and fractional factorial schemes developed for the $2^N$system are found in standard textbooks of experimental designs. Just as in the $2^N$ system, the general confounding and fractional factorial schemes are possible in $3^N,5^N$, .... , and $\rho^N$ where $\rho$ is a prime number. Hence, we have the $\rho^N$ system. In this article, the author proposes a new algorithm for constructing fractional factorial plans in the $\rho^N$ system.

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Mutual Information as a Criterion for Evaluating the Degree of the Orthogonality of Nearly Orthogonal Arrays (근사직교배열의 직교성을 평가하기 위한 측도로서의 상호정보)

  • Jang, Dae-Heung
    • Journal of Korean Society for Quality Management
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    • v.36 no.3
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    • pp.13-21
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    • 2008
  • The orthogonality is an important property in the experimental designs. When we use nearly orthogonal arrays(for example, supersaturated designs), we need evaluate the degree of the orthogonality of given nearly orthogonal arrays. We can use the mutual information as a new criterion for evaluating and testing the degree of the orthogonality of given nearly orthogonal arrays.

Simultaneous Optimization Using Loss Functions in Multiple Response Robust Designs

  • Kwon, Yong Man
    • Journal of Integrative Natural Science
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    • v.14 no.3
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    • pp.73-77
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    • 2021
  • Robust design is an approach to reduce the performance variation of mutiple responses in products and processes. In fact, in many experimental designs require the simultaneous optimization of multiple responses. In this paper, we propose how to simultaneously optimize multiple responses for robust design when data are collected from a combined array. The proposed method is based on the quadratic loss function. An example is illustrated to show the proposed method.

Xylanase Production in Solid State Fermentation by Aspergillus niger Mutant using Statistical Experimental Designs

  • Park, Yang-Sun;Gang, Seong-U;Lee, Jin-Seok;Kim, Seung-Uk
    • 한국생물공학회:학술대회논문집
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    • 2001.11a
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    • pp.337-340
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    • 2001
  • The production of xylanase from Aspergillus niger mutant in SSF was optimized by' using statistical experimental designs. An inoculum size of $5{\times}10^5$ spores/g. initial moisture content of 65 %. cultivation time of 5 days and 10 times concentration of basal medium containing 50 times concentration of CSL were optimum for xylanase production ‘ Under the optimized conditions. the activity and productivity of xytanase obtained after 5 days of fermentation were 5.071 IU/gram of rice straw and 14.790 IU/l.h. respectively.

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Methodology to Simultaneously Optimize the Inlet Ozone Concentration to Oxidize NO and Relative Humidity Composition for the $NO_x$ Degradation using Soil Bio-filter

  • Cho, Ki-Chul;Hwang, Kyung-Chul
    • Journal of Korean Society for Atmospheric Environment
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    • v.24 no.E2
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    • pp.83-91
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    • 2008
  • This work investigated the methodology to simultaneously optimize the ozone and relative humidity composition for the $NO_x$ degradation using soil biofilter. Experiments were made as a function of inlet ozone concentration ($0{\sim}1,770\;ppb$) and relative humidity ($38{\sim}81%$). Factorial design ($2^2+3$) and response surface methodology by central composite designs were used to examine the role of two factors and optimal response condition on $NO_x$ degradation. It was found that a second-order response surface model can properly interpret the experimental data with an $R^2$-value of 0.9730 and F-value of 71.83, based on which the maximum $NO_x$ degradation was predicted up to 92.8% within our experimental conditions.

Improving Process Capability by 2-Way Classification (2원배치법(元配置法)을 이용한 공정능력(工程能力)의 향상(向上))

  • Gu, Bon-Cheol;Song, Seo-Il
    • Journal of Korean Society for Quality Management
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    • v.17 no.2
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    • pp.64-69
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    • 1989
  • This paper aims at analyzing the process capability and at determining an optimal condition by experimental designs using the 2-way classification with repitition in order to maintain lower Nacl content and to refine both of a very small quantity of fatty acid and various magnetic ions in the glycerin to use ion exchange resin treatment process. An optimal condition of each level combination in both of passing temperature of cation exchange resin($A_1$, $A_2$, $A_3$) and of anion exchange resin($B_1$, $B_2$, $B_3$) is $A_3B_3$. The process capability index is improved from 0.63 to 1.40 and is interpreted as a desirable state. This analysis of process capability by experimental designs will contribute to improving productivity and quality of products.

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A Graphical Method for Evaluating the Effect of Blocking in Response surface Designs Using Cuboidal Regions

  • Sang-Hyun Park;Dae-Heung Jang
    • Communications for Statistical Applications and Methods
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    • v.5 no.3
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    • pp.607-621
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    • 1998
  • When fitting a response surface model, the least squares estimates of the model's parameters and the prediction variance will generally depend on how the response surface design is blocked. That is, the choice of a blocking arrangement for a response surface design can have a considerable effect on estimating the mean response and on the size of the prediction variance even if the experimental runs are the same. Therefore, care should be exercised in the selection of blocks. In this paper, we prognose a graphical method for evaluating the effect of blocking in a response surface designs using cuboidal regions in the presence of a fixed block effect. This graphical method can be used to investigate how the blocking has influence on the prediction variance throughout the entire experimental region of interest when this region is cuboidal, and compare the block effect in the cases of the orthogonal and non-orthogonalblockdesigns, resfectively.

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Principles for constructing taguchi experimental designs (다구찌 실험계획의 구성원리에 관한 연구)

  • 염봉진;이병윤;고선우;김재환
    • The Korean Journal of Applied Statistics
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    • v.4 no.1
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    • pp.47-63
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    • 1991
  • Parameter design is the core of the Taguchi method, and its purpose is to design product or processes such that the performance of product becomes robust to noise. Taguchi recommends to use the so called orthogonal arrays for parameter design. The purpose of this paper is to clarify the principles involved in constructing the Taguchi orthogonal arrays. Understanding such principles may be useful for finding better ways of utilizing the Taguchi orthogonal arrays as well as for developing better experimental designs.

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A Study on the Designs of John Galliano (존 갈리아노(John Galliano)의 디자인 연구(硏究))

  • Park, Hye-Won
    • Journal of Fashion Business
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    • v.3 no.2
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    • pp.19-29
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    • 1999
  • The purpose of this study is for consideration of John Galliano's fashion design works. Galliano, young British designer, became the chief designer of Givenchy in 1995 and of Christian Dior in 1996. Through fashion information from WWD, High Fashion, Mode et Mode, Collezioni, Vogue, Internet sites and video tapes from 1995 to 1999, his works were concerned for this study. The results are as followed; First, we can find dynamics in Galliano's works. The dynamic mood came from his study about historic costume. Second, new beauty from dismantling and reconstruction was expressed on his designs. Third, his experimental creativities were based on fashion business. Therefore Galliano's eccentricity signify the Maximalism against the Minimalism which dominated the end of 20th century. So we can find a clue to new millenium in fashion world in his designs.

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