• Title/Summary/Keyword: 다구찌실험 계획법

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$ fractional factorial designs of resolution V and taguchi method

  • 김상익
    • The Korean Journal of Applied Statistics
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    • v.5 no.1
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    • pp.19-28
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    • 1992
  • In this paper, minimal balanced $2^t$ fractional factorial designs which permit the estimation of main effects and 2-factor interactions are developed by using a partially balanced array. Such designs are characterized by a minimum number of runs and some balancedness property of the variance-covariance matrix of the estimates. In addition to describing the designs, optimality criteria are discussed and the trace-optimal designs are presented. The proposed designs are especially useful in Taguchi method, where we need to investigate up to 2-factor interactions of the control factors.

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Detection of Influential Interaction Effects in Parameter Design (파라미터 설계법에서 교호작용효과의 검출방법)

  • Sang Ik Kim
    • The Korean Journal of Applied Statistics
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    • v.7 no.2
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    • pp.201-211
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    • 1994
  • Ignoring interaction effects has been pointed out to be one of serious drawbacks in analysis of the parameter designs which are constructed by using orthogonal arrays. In this paper a detecting procedure of influential 2-factor inteactions with minimum expeimental runs is described, when each contrl factor has two levels. The presented method is based on the near orthogonal arrays which are very similar to orthogonal arrays in the statistical structure. And those arrarys are the same as trace-optimal balanced saturated two-level fractional factorial designs of resolution V.

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Optimal Grinding Condition of $ZrO_2$, Ferrule for Optical Fiber Connector Using the Taguchi Method (다구찌 실험 계획법을 이용한 광통신용 지르코니아($ZrO_2$)페룰의 연삭조건 최적화 실험)

  • Kim, Jong-Hyong;Suh, Chang-Min;Chae, Jung-Sik
    • Proceedings of the KSME Conference
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    • 2004.04a
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    • pp.993-998
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    • 2004
  • In this paper, the effects of grinding conditions on the surface roughness of $ZrO_2$ ferrule applying to the optical fiber connector were investigated. The mesh number of grindstone, the grinding speed and the time schedule during grinding were regarded as main cutting parameters that have an effect on the surface roughness. And then, optimal combinations for chamfering grinding were obtained by using the Taguchi method. In addition, analytic values for maximum surface roughness ($R_{max}$) estimated by the theoretical equations which were derived from the formative model of surface roughness on the chamfering grinding were compared with those of the experiments.

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Development of Low Noise Intake System using Taguchi Method (다구찌법을 이용한 자동차 흡기계의 저소음화에 대한 연구)

  • 오재응;조용구;이규태
    • Journal of KSNVE
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    • v.11 no.2
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    • pp.234-240
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    • 2001
  • Recently, the regulations from the government and the concerns of people be raised to the interest in exhaust and intake noise of passenger car as much as other vehicles. In these demands, performance prediction software was developed in this paper. In this study, Robust design was used for improving the noise reduction capacity of intake system with the performance prediction software. On the basis of the existing design, length and radius of each component that was thought to be effective to the performance of intake system was selected. At first, factors are arranged by using Ll8 table of orthogonal array and then optimum value can be obtained by modified Ll6 table of orthogonal array.

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The design of a 920MHz RFID reader antenna using the Taguchi's Method (다구찌기법을 이용한 920MHz 대역 RFID 리더 안테나 설계 연구)

  • Kwon, So-Hyun;Ko, Jae-Hyeong;Choi, Jin-Kyu;Jung, Chan-Yong;Hong, Jae-Hee;Kim, Hyeong-Seok
    • Proceedings of the KIEE Conference
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    • 2009.07a
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    • pp.1585_1586
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    • 2009
  • 본 논문에서는 다구찌 기법을 사용하여 최적설계 한 중심 주파수가 920MHz인 휴대용 RFID 리더안테나를 제안한다. 제안한 안테나는 모서리가 절단되고 정사각형 마이크로스트립 패치에 네 변으로부터 슬롯을 갖는 구조이다. 이러한 슬롯구조는 마이크로스트립 패치안테나를 소형화 시킬 수 있으며, 슬롯이 없는 구조에 비해서 약 18%의 안테나 크기 감소가 가능함을 실험을 통해 확인 하였다. 슬롯의 구조를 갖게 되는 소형의 안테나는 복잡한 설계변수에 따라 변화하므로 최적의 안테나 설계를 위해서는 해석 및 시험단계에 수많은 반복이 요구된다. 본 연구에서는 해석 및 실험 횟수를 최소화할 수 있는 실험계획법인 다구찌법의 직교배열 표를 도입하여 설계할 때의 주요 요소들의 민감도 해석을 수행하고 그 영향성을 분석하여 해석결과를 바탕으로 설계반복을 최소화 하면서 최적의 구조를 갖는 안테나를 설계 하였으며 유전율이 4.4이고, 두께가 3.2mm 인 Epoxy 1.6T의 기판상에 제작한 안테나 특성에 대한 실험 결과를 제시하였다.

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Determination of Optimal Cutting Conditions in Milling Process using Multiple Design of Experiments Technique (밀링 가공 공정에서 복합실험계획법을 이용한 최적 절삭조건 결정)

  • Kim, Yong-Sun;Kwon, Won-Tae
    • Journal of the Korean Society of Manufacturing Technology Engineers
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    • v.20 no.3
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    • pp.232-238
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    • 2011
  • In the present study, Taguchi method is used to determine the rough region first, followed by RSM technique to determine the exact optimum value during milling on a machining center. A region reducing algorithm is applied to narrow down the region of the Taguchi method for RSM. The result from the Taguchi method is fed to train the artificial neural network (ANN), whose optimum value is used to drive the region reducing algorithm. The proposed algorithm is tested under different cutting condition and results show that the introduced algorithm works well during milling process. It is also shown that theoretically obtained optimal cutting condition is very close to experimentally obtained result.

Study on the Design of Streeing Wheels for Maximmum Protection of Drivers during Crash (충돌안정성을 고려한 승용차용 조향핸들의 최적설계에 관한 연구)

  • 이윤형;김권희
    • Transactions of the Korean Society of Automotive Engineers
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    • v.7 no.5
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    • pp.130-140
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    • 1999
  • During crash of a vehicle, most of the kinetic energy of the driver is absorbed by the steering system. The deformation characteristics of the steering system has significant effects on the injury of the driver. A part of the energy is absorbed by the steering wheel and another part by the collapsable steering column. It is believed that strength distribution between the wheel and the column has an important effect on the injury of the driver. A design criterion is suggested for steering wheels for maximum protection of drivers. Tagushi method is used to analyse the effects of design parameters.

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The Selection on the Optimal Condition of Si-wafer final Polishing by Combined Taguchi Method and Respond Surface Method (실험계획법을 적용한 웨이퍼 폴리싱의 최적 조건 선정에 관한 연구)

  • Won, Jong-Koo;Lee, Jung-Hun;Lee, Jung-Taik;Lee, Eun-Sang
    • Transactions of the Korean Society of Machine Tool Engineers
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    • v.17 no.1
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    • pp.21-28
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    • 2008
  • The final polishing process is based on slurry, pad, conditioner, equipment. Therefore, the concept of wafer final polishing is also necessary for repeatability of results between polished wafers. In this study, the machining conditions have a pressure, table speed, machining time and slurry ratio. This research investigated the surface characteristics that apply variable machining conditions and response surface methodology was used to obtain more flexible and optimumal condition base on Taguchi method. On the base of estimated response surface curvature from the equation and results of Taguchi method, combined design of experiment was considered to lead to optimumal condition. Finally, polished wafer was obtained mirror like surface.