• 제목/요약/키워드: Three-way Factorial Design Method

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

  • 이대열;박경도;강대민
    • 한국기계가공학회지
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    • 제14권5호
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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.

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

  • 강대민;장진숙
    • 동력기계공학회지
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    • 제19권4호
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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.

3차원 계측시스템을 이용한 개더스커트 형상 분석 (Analysis of the Shape of Gathered Skirts using a Three-Dimensional Measurement System)

  • 정희경;이명희
    • 한국의류학회지
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    • 제29권11호
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    • pp.1399-1409
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    • 2005
  • The purpose of this study was to analyze the shape of gathered skirts using a three-dimensional measurement system. And in this experiment, I try to accumulate three-dimensional data of wearing model and to figure out analyzing method made by shape of clothes. The experimental design consists of two factorial designs. I set up three different kinds of fabrics, ratio of gathers. Therefore nine samples were made. The instrument and tools for three-dimensional measurement was whole body 3D scanner. Analysis program used in experiment is RapidForm 2004 PP1 and Pattern Design 2000. Data analysis utilizes SPSS WIN 10.0 Package. T-test to effect an inspection of evidence, there was difference about measurement times. One-way ANOVA to analysis effect of gather made by gathering conditions. The following results were obtained; 1. As a result of inspecting an error several times using a three-dimension measurement system, convinced data was obtained. 2. At front, distribution of gap amount was larger than back. And as ratio of gathers increased, distribution of gap amount showed regularly. 3. After analyzing horizontal sectional figure of skirts, as a height of skirt changed from waist to the bottom of skirts, the results showed as follows. While section width, section thickness, node width, node depth increased, node count decreased. 4. With the horizontal section levels of gather skirt, the silhouette on middle hip section was similar with the silhouette of body line. And as ratio of gathers around hip section increased, nodes showed regularly. At the bottom of skirts showed different nodes by different gathering condition.

가정과 교육에 있어서 소비자교육의 교수.학습방법에 관한 개발연구-문제해결 중심 학습모형개발을 중심으로- (Research on Developing Instructional Method for Consumer Education of Home Economics in the Middle School -Focusing on Problem Solving method-)

  • 박명희;허형;박명숙
    • 한국가정과교육학회지
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    • 제7권2호
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    • pp.91-101
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    • 1995
  • The purposes of the study were to: (1) develop instructional method for consumer education of home economics in the middle school. (2) test the effectiveness of the developing instructional method focusing on the problem solving. In the method of the research, literature review related to the consumer education. models of teaching and characteristics of problem solving method were studied. Also, on the basis of theoretical evidence. the teaching plan focusing on problem solving method was developed. In addition, experimental research was done to find out the learning effectiveness on the developing instructional method of the study. This experimental research were made in the six classes of the three middle school in Seoul. For the statistical analysis of the study, frequency, mean and two way ANOVA(factorial design) were used. The results of this study were summarized as follows; (1) The developed instructional method of the study was more effective than the traditional lecture method. (2) The effects of the teaching-learning method were depended on the sex. The learning effects on the female students were higher than the male students. (3) The learning effects on the students were influenced by the sex and teaching method.

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Modeling the Properties of the PECVD Silicon Dioxide Films Using Polynomial Neural Networks

  • Han, Seung-Soo;Song, Kyung-Bin
    • 제어로봇시스템학회:학술대회논문집
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    • 제어로봇시스템학회 1998년도 제13차 학술회의논문집
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    • pp.195-200
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    • 1998
  • Since the neural network was introduced, significant progress has been made on data handling and learning algorithms. Currently, the most popular learning algorithm in neural network training is feed forward error back-propagation (FFEBP) algorithm. Aside from the success of the FFEBP algorithm, polynomial neural networks (PNN) learning has been proposed as a new learning method. The PNN learning is a self-organizing process designed to determine an appropriate set of Ivakhnenko polynomials that allow the activation of many neurons to achieve a desired state of activation that mimics a given set of sampled patterns. These neurons are interconnected in such a way that the knowledge is stored in Ivakhnenko coefficients. In this paper, the PNN model has been developed using the plasma enhanced chemical vapor deposition (PECVD) experimental data. To characterize the PECVD process using PNN, SiO$_2$films deposited under varying conditions were analyzed using fractional factorial experimental design with three center points. Parameters varied in these experiments included substrate temperature, pressure, RF power, silane flow rate and nitrous oxide flow rate. Approximately five microns of SiO$_2$were deposited on (100) silicon wafers in a Plasma-Therm 700 series PECVD system at 13.56 MHz.

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재킷 스타일과 색, 셔츠 스타일이 남성의 이미지 지각에 미치는 영향 (The Effect of the Jacket Style and Color, and Shirt Style on Men's Image Perception)

  • 강승희;이명희
    • 복식
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    • 제58권1호
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    • pp.33-44
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    • 2008
  • The purpose of this study was to investigate the effects of the style and the color of jacket, the style of shirt, and stimulus-manufacturing method on men's image perception. A quasi-experimental method by questionnaire was used, and the experimental design was $2{\times}2{\times}2{\times}2$ (jacket style${\times}$jacket color${\times}$shirt style${\times}$stimulus-manufacturing method) factorial design. Computer simulation picture and photograph were used for stimulus-manufacturing method. Subjects were 377 women in the metropolitan area of Seoul. The data were analyzed by using factor analysis, Cronbach's ${\alpha}$-reliability coefficient, and three-way ANOVA. The men's image derived five dimensions by factor analysis; neatness, ability, activity, individuality, and sociability. Tailored jacket with jean pants was evaluated higher in ability, individuality, and sociality than jumper with jean pants, and jumper was evaluated higher than tailored jacket in activity. The indigo jacket was evaluated lower in individuality in the picture stimuli than in the photograph stimuli. The beige tailored jacket with jean pants was evaluated higher in activity than indigo tailored jacket. However, the indigo jumper was evaluated higher in activity than beige jumper. Dress shirt under the tailored jacket was evaluated higher in ability and individuality than T-shirt under the tailored jacket. T-shirt under the jumper was evaluated higher in activity than dress shirt.

Killing Effects of Different Physical Factors on Extracorporeal HepG2 Human Hepatoma Cells

  • Zhang, Kun-Song;Zhou, Qi;Wang, Ya-Feng;Liang, Li-Jian
    • Asian Pacific Journal of Cancer Prevention
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    • 제13권3호
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    • pp.1025-1029
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    • 2012
  • Objective: To determine the killing effects on extracorporeal HepG2 cells under different temperatures, pressures of permeability and lengths of treatment time. Method: According to different temperatures, pressures of permeability and lengths of treating time, extracorporeal HepG2 cells of human hepatoma cell-line were grouped to 80 groups. Cell index (CI) as the measurement of killing effect were calculated by monotetrazolium (MTT) methods, i.e., CI =1- (the OD value in treated group - the OD value in blank control group) / (mean of untreated control group - mean of blank control group). According to the factorial design, data were fed into SPSS 10.0 and analyzed by three-way ANOVA (analysis of variance). Result: Temperature, pressure of permeability and length of treating time all had effects on the CI (cell index) level. Length of treating time was the most influential factor of the three. Additionally, any two of them all had statistically significant interactive effects on the CI level. When treated for 5-30 min, destilled water at $46^{\circ}C$ stably generated the highest CI. Conclusion: The "$46^{\circ}C$-destilled water-60 min" was considered as the optimal combination of conditions which lead to highest CI. We suggest exerting celiac lavage for 15 min with stilled water at $40^{\circ}C-43^{\circ}C$ in surgical practice as a hyperthermia treatment to achieve ideal killing effects on free cancer cells, which is feasible, practical, and clinically effective.