• Title/Summary/Keyword: Three-way Factorial Design

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The Joints Characteristics of Al 5052 Aluminium Alloy in Friction Stir Welds (마찰교반 용접조건에 따른 Al 5052 알루미늄 합금의 접합특성)

  • Kang, Dae-Min;Jang, Jin-Suk;Park, Kyong-Do;Lee, Dai-Yeal
    • Journal of Power System Engineering
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    • v.20 no.3
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    • pp.51-56
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    • 2016
  • In this study, the tensile tests and hardness tests were carried out for the joints characteristics in friction stir welds of Al 5052 alloy. Three way factorial design was applied to optimal welding conditions, whose control factors were shoulder diameter, rotation speed and welding speed of tool. From the results of this study, the optimum condition for maximum yield strength was predicted as the shoulder diameter of 15 mm, welding speed of 500mm/min and rotating speed of 1000 rpm. And the presumed optimal yield strength was estimated to be $167.36{\pm}7.82MPa$ with 99% reliability. In addition the increaser rotation speed of tool and the decreaser welding speed, the decreaser the hardness at welding part.

The Effects of Joining Factors on Strength of Al 6061 Alloy in FSW (Al 6061 합금의 마찰교반용접 시 접합변수가 강도에 미치는 영향)

  • Kang, Dae-Min;Lee, Dai-Yeal;Park, Kyoung-Do
    • Journal of Power System Engineering
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    • v.21 no.5
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    • pp.86-91
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    • 2017
  • Friction Stir Welding (FSW) is useful technique to join aluminum alloy with energy efficient and environment friendly. In this paper, the design of experiment with three-way factorial design was adopted for optimum conditions of welding variables in the FSW of Al 6061 alloy. Tools of shoulder diameter of 9, 12, 15 mm and pin length of 1.5 mm were used. Also the material's dimension for welding were $2{\times}100{\times}150mm$, and the tensile specimens were worked by water-jet technique. Welding variables were shoulder diameter, rotating speed and travel speed of tool. From the results of this work, the welding factor influenced on yield strength most was travel speed and the optimum condition for FSW was predicted as the shoulder diameter of 15 mm, welding speed of 500 mm/min and rotating speed of 2,000 rpm. Also the presumption range of yield strength at optimal condition of reliability 99% was estimated to $207.19{\pm}9.91MPa$.

Friction Stir Welding Characteristics of Al5052 Aluminium Alloy by Design of Experiment (실험계획법에 의한 Al5052 알루미늄 합금의 마찰교반용접특성)

  • Kang, Dae-Min;Jang, Jin-Suk
    • Journal of Power System Engineering
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    • v.19 no.4
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    • pp.11-16
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    • 2015
  • Welding is very popular method for joining two or more metals. In this paper, the three-way factorial design was adopted for obtaining the optimum friction stir welding conditions of Al 5052 alloy. Tools of shoulder diameter of 9, 12, 15 mm and pin length of 1.5 mm were used. Also the material's dimension for welding was $100{\times}100{\times}2mm$, and the tensile specimens were worked by water-jet technique. Welding variables were shoulder diameter, rotating speed of tool and welding speed. As far as this work is concerned, optimum condition for friction stir joint of Al 5052 alloy was predicted as the shoulder diameter of 15 mm, welding speed of 500mm/min and rotating speed of 1000 rpm. In addition, the presumed range of tensile strength under the optimal conditions is estimated to be $208.3{\pm}5.7$ MPa with 99% reliability.

A Study on the Finite Element Analysis in Friction Stir Welding of Al Alloy (알루미늄 합금재의 마찰교반용접 유한요소해석에 관한 연구)

  • Lee, Dai Yeal;Park, Kyong Do;Kang, Dae Min
    • Journal of the Korean Society of Manufacturing Process Engineers
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    • v.14 no.5
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    • pp.81-87
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    • 2015
  • In this paper, the finite element method was used for the flow and strength analysis of aluminum alloy under friction stir welding. The simulations were carried out using Sysweld s/w, and the modeling of the sheet was executed using Unigraphics NX6 s/w. The welding variables for the analysis were the shoulder diameter, rotating speed, and welding speed of the tool. Additionally, a three-way factorial design method was applied to confirm the effect of the welding variables on the flow and strength analysis with variance analysis. From these results, the rotating speed had the greatest influence on the maximum temperature, and the maximum temperature was $578.84{\pm}12.72$ at a confidence interval of 99%. The greater the rotating speed and shoulder diameter, the greater the difference between maximum and minimum temperature. Furthermore, the shoulder diameter had the largest influence on von Mises stress, and the von Mises stress was $184.54{\pm}12.62$ at a confidence interval of 99%. In addition to the increased shoulder diameter, welding speed, and rotating speed of the tool increased the von Mises stress.

Application of ANOVA and DOE by Using Randomized Orders and Geometrical Properties (랜덤화 순서와 기하학적 특성을 고려한 분산분석과 실험계획의 응용방안)

  • Choe, Seong-Un
    • Proceedings of the Safety Management and Science Conference
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    • 2012.04a
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    • pp.277-292
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    • 2012
  • The research presents an application of Balanced ANOVA (BANOVA) by utilizing randomized orders for various Split-Plot Designs (SPDs) which include two cell designs, split-plot with one-way HTC (Hard to Control) factor, split-plot with two-way HTC factor, split-split-plot design and nested design. In addition, four MINITAB examples of 2-level split-plot designs based on the number of blocks and the type of whole-plots are presented for practitioners to obtain comprehensive understanding. Furthermore, the geometrical interrelated properties among three typical Designs of Experiments (DOE), such as Factorial Design (FD), Response Surface Design (RSD), and Mixture Design (MD) are discussed in this paper.

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Effect of Some Design Factors in the Front Panel on the Characteristics of a Plasma Display

  • Kim, Beong-Ju;Moon, Chelo-Hee
    • Journal of Information Display
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    • v.9 no.3
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    • pp.28-32
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    • 2008
  • Low sustained voltage $(V_s)$ and high luminous efficiency (lumen/Watts) are required for the enhanced performance of an AC PDP. Both are not realized in the same condition, however, because luminous efficiency decreases when the sustained voltage is lowered in most cases. In this study, the three design factors in the front panel of a PDP, i.e., the thickness and position of the bus electrode and the thickness of the dielectric layer, were chosen to investigate how they affect the sustained voltage and the luminous efficiency, and to find a way to optimize them. Two values were given to each of the three design factors, and experiments were done via full factorial design, i.e., with a total of eight conditions, using a 3-in.diagonal test panel. The changes in the sustained voltage and the luminous characteristics were explained in connection with the discharge characteristics of the PDP cells.

Statistical Study on Correlation Between Design Variable and Shape Error in Flexible Stretch Forming (가변스트레치성형 설계변수와 성형오차의 상관관계에 대한 통계적 연구)

  • Seo, Y.H.;Heo, S.C.;Kang, B.S.;Kim, J.
    • Transactions of Materials Processing
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    • v.20 no.2
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    • pp.124-131
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    • 2011
  • A flexible stretch forming process is useful for small quantity batch production because various shape changes of the flexible die can be achieved conveniently. In this study, the design variables, namely, the punch size, curvature radius and elastic pad thickness, were quantitatively evaluated to understand their influence on sheet formability using statistical methods such as the correlation and regression analyses. Forming simulations were designed and conducted by a three-way factorial design to obtain numerical values of a shape error. Linear relationships between the design variables and the shape error resulted from the Pearson correlation analysis. Subsequently, a regression analysis was also conducted between the design variables and the shape error. A regression equation was derived and used in the flexible die design stage to estimate the shape error.

Image Perception of Nurses' Uniforms according to Colors and Motifs (색과 문양의 감성 이미지 효과 - 간호사 복을 대상으로-)

  • 김재숙;이희승
    • The Research Journal of the Costume Culture
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    • v.12 no.3
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    • pp.379-391
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    • 2004
  • The purpose of this study was to examine the effects of uniform's color and motif on nurse's impression formation. The experimental design was 5×3×2(uniform color×motif ×perceiver's gender) factorial design with a between-subjects design. The experimental materials developed for the study were a set of stimuli and a response scale. The subjects were 738 undergraduate students of Daejon and Chungnam province. The SPSS package was used for data analysis which includes factor analysis, two-way ANOVA, Duncan's multiple range test, and Cronbach's α to measure the reliability. Results were as follows; The image or the stimulus was consisted of the 4 different dimensions(evaluation, sociability, ability, potency). All the independent variables showed some significant impression effects on selected dimensions. The motif and perceiver's gender also showed significant main effects as well as some interaction effects with the color variable on some selected impression dimension and the impression effects of the three variables in relationship to perceiving nurses' images. On a conclusion, these results supported the Gestalt theory.

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Strategic Culture Marketing Enhancing Brand Image and Customers' Loyalty - Focusing on Multi-dimensional approach for Companies, Consumers, and Other Subjects - (브랜드의 이미지와 충성도를 높이는 문화마케팅 전략에 관한 연구 -기업, 소비자, 지원대상의 다차원적 접근을 중심으로-)

  • Lee, Yun-Kyung;Shin, Kyu-Hee;Hwang, Sun-Jin
    • Journal of the Korean Society of Costume
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    • v.59 no.5
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    • pp.167-179
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    • 2009
  • The purposes of this study were to explore the influence on fashion brand image and brand loyalty according to fit of the fashion brand with cultural art field, motivation in culture marketing of the apparel company, and involvement of the consumers in art activities. The subjects ware 274 male and female in 20s and 30s living in Seoul and Gyeonggi area. The study was obtained through the use of an experimental design which was $2{\times}[2{\times}2]$ mixed factorial design. The summary main results were as follows. First, as far as the effect of the three variables on the social contribution image of the fashion brand, the results of the 3-way interaction are positive. Second, as far as the effect of the three variables on the product image of the fashion brand, the data suggests that only the main-effect of motivation in culture marketing of the apparel company is meaningfully positive. Third, as far as the effect of the three variables on fashion brand loyalty, both fit of the fashion brand with cultural art field and involvement of the consumers in art activities variables show positive results.

The Influence of Consumer's Shopping Value, Brand Awareness and Types of Promotion on Purchase of Bundled Cosmetics (소비자의 쇼핑가치, 브랜드인지도 그리고 다발가격 화장품의 판촉유형이 화장품 구매에 미치는 영향)

  • Jeon, Hyang-Hee;Hwang, Sun-Jin
    • Journal of the Korean Society of Clothing and Textiles
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    • v.31 no.9_10
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    • pp.1321-1332
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    • 2007
  • The purposes of this research were to investigate the influences of shopping value, brand awareness, and the types of sales promotion on the purchase of bundled cosmetics. In experiment, 1) shopping value 2) brand awareness 3) types of sales promotion were manipulated as independent variables, and consumer preference and purchasing intention of bundle of cosmetics were measured as dependent variables. This research was an experimental design which was $2{\times}2{\times}2$ mixed factorial design. For the data analysis, factor analysis, cluster analysis, three-way ANOVA were used by utilizing SAS program. The main results of the study were summarized as follows: First, the results indicated that the consumer of hedonic shopping value have a positive effect on preferring price-cut sales, especially if brand awareness is high. Second, the consumer of utilitarian shopping value preferred price-cut sales to special offer, irrespective of brand awareness. This result indicates that consumers who gets more involved in and enjoys shopping are likely to have more brand awareness than others. This. seems to be the important characteristics of shopping. Consumer who have utilitarian shopping value concerned in price. The result showed the 3-way interaction effects on the consumer preference of bundle of cosmetics.