• Title/Summary/Keyword: taguchi method

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Robust Design Methodology of a Coupled System (연성 시스템의 강건설계 방법)

  • Lee, Kwon-Hee;Park, Gyung-Jin;Joo, Won-Sik
    • Proceedings of the KSME Conference
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    • 2003.11a
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    • pp.1763-1768
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    • 2003
  • Current trend of design technologies shows engineers to objectify or automate the given decision-making process. The numerical optimization is an example of such technologies. However, in numerical optimization, the uncertainties are uncontrollable to efficiently objectify or automate the process. To better manage these uncertainties, Taguchi method, reliability-based optimization and robust optimization are being used. Based on the independence axiom of axiomatic design theory that illustrates the relationship between desired specifications and design parameters, the designs can be classified into three types: uncoupled, decoupled and coupled. To best approach the target performance with the maximum robustness is one of the main functional requirements of a mechanical system. Most engineering designs are pertaining to either coupled or decoupled ones, but these designs cannot currently accomplish a real robustness thus a trade-off between performance and robustness has to be made. In this research, the game theory will be applied to optimize the trade-off.

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Improvement of ITO etching uniformity in a large area plasma source (대면적 플라즈마 소스에서의 ITO 식각균일도 향상)

  • Kim, C.W.;Jo, S.B.;Kim, B.J.;Park, S.G.;O, B.H.;Lee, J.G.
    • Proceedings of the Korean Institute of Electrical and Electronic Material Engineers Conference
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    • 2001.11b
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    • pp.145-148
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    • 2001
  • A large area plasma source using parallel $2{\times}2$ ICP antennas showed improved etching uniformity by the E-ICP operation. ITO etching process with $CH_4$ gas chemistry is optimized with the DOE (Design of Experiment) based on Taguchi method. Various methane ratios in methane and argon mixture are compared to confirm the effect of polymerization. The analysis shows that the effect of bias power is the largeset. We obtained higher ITO etching rate and better uniformity on $350{\times}300mm$ substrate at the 50Hz magnetization frequency of the E-ICP operation technique,

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Selecting the Optimum Process Condition Between the Factor Level Using Neural Network (신경망이론을 이용한 어인자의 수준사이를 고려한 최적조건 선정에 관한 연구)

  • 홍정의
    • Journal of Korean Society for Quality Management
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    • v.30 no.2
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    • pp.86-98
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    • 2002
  • Defining the relationship between the quality of injection molded parts and the process condition is very complicate because of lots of factor are involved and each factor has a non-linearity. With the development of CAE(Computer Aided Engineering) technology, the estimation of volumetric shrinkage of injection mold parts is possible by computer simulation even though restricted application. In this research, Neural Network applied for finding optimal processing condition. The percent of volumetric shrinkage compared on each case and show neural network can be successfully applied selecting optimum condition not only within factor level but also between factor level.

Research for ultra precision linear motor by using piezo stack actuators (적층형 압전재료를 이용한 초정밀 선형 모터에 관한 연구)

  • 임장환;김재환
    • Proceedings of the Korean Society for Noise and Vibration Engineering Conference
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    • 2003.11a
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    • pp.649-654
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    • 2003
  • This paper is focused on the research of the ultra precision linear motor by using piezo stack actuators. The development of linear motor which can be controlled nano or micro scale is necessary for the precision manufacturing. Self-moving-cell principle is used for the design of linear motor Self-moving-cell linear motor is consisted of three cell structures, and each cell has two shells and one piezo-stack actuator. Each cell can do clamping and moving by two shell structures. The shell structure deformation by piezo stack actuator can move the linear motor by losing the clamping between the shall and guideway. This paper presents the design, manufacturing and test of the motor.

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Study on the Optimum Injection Molding Technology for Transformer (절연변압기의 최적사출성형기술)

  • Kim O.R.;Lee S.Y.;Kim Y.G.
    • Proceedings of the Korean Society of Precision Engineering Conference
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    • 2006.05a
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    • pp.577-578
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    • 2006
  • In this paper, the rubber behavior was calculated for obtaining the optimal process condition which is for producing a transformer with a given performance. This study was carried out using the computer simulation of injection mold filling and packing simulations. In order to remove the crack of product, proper locations of the runner and cooling system configurations could be determined. Based on these results, the transformer is developed by injection molding and guidelines of part design, mold design and processing conditions are established. Finally, the cast savings, cycle time reduce and improvement of productivity will be obtained.

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A Six Sigma Application Case Study to Improve a Rolled Throughput Yield of an Automobile Steering Wheel Manufacturing Process (자동차 Steering Wheel 제조공정의 누적수율 개선을 위한 6시그마 적용사례)

  • Park, Jong-In;Lee, Dong-Kyu;Byun, Jai-Hyun
    • Journal of Korean Society for Quality Management
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    • v.33 no.1
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    • pp.32-41
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    • 2005
  • This paper presents a six sigma application case study for an automobile steering wheel manufacturing process using rolled throughput yield improvement activity. Hidden factory and first pass yield concept is introduced and a DMAIC procedure is implemented to maximize the first pass yield. The result of the six sigma project amounts to the reduction of failure cost of 1.2 billion won per year in the steering wheel manufacturing process. This paper can benefit six sigma practitioners in some ways.

The Parameter Design of Multiple Characteristics with Engineer's Opinions (전문가 의견을 고려한 다특성치 파라미터 설계에 관한 연구)

  • Cho, Yong-Wook;Park, Myeong-Kyu
    • Journal of Korean Society for Quality Management
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    • v.27 no.2
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    • pp.218-236
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    • 1999
  • The purpose of parameter design is to determine optimal settings of design parameters of a product or a process such that the performance characteristics of a product exhibit small variabilities around their target values. Taguchi made significant contributions in this area. However, his analysis of the problem focused on only one performance characteristic or response, although in product and process design, multiple characteristics are more common. The critical problem in dealing with multiple characteristics is how to compromise the conflict among the selected levels of the design parameters for each individual characteristic. In this paper, Methodology using SN ratio optimized by univariate technique is proposed and a parameter design procedure to achieve the optimal balance among several different response variables is developed. Existing case studies are solved by the proposed method and the results are compared with ones by the sum of SN ratios, the expected weighted loss, the desirability function, and EXTOPSIS model.

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Major Factors that Affect Friction and Wear of Metals in Boundary Lubrication (경계윤활 상태에서의 금속재료 마찰 및 마멸에 영향을 미치는 주요인자)

  • 류종관;이홍철;김대은
    • Tribology and Lubricants
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    • v.15 no.2
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    • pp.171-177
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    • 1999
  • Many lubricated systems experience boundary lubrication condition during operation. However, the friction and wear characteristics of boundary lubrication are not clearly understood. In this work the factors which affect the friction and wear between boundary lubricated metallic surfaces are investigated. Experiments were performed using a pin-on-disk type tester with pure aluminum, pure copper, and SM45C steel as the disk material and steel, stainless steel and bearing ball as the ball. The experimental conditions were determined according to the Taguchi experimental method. From the experimental results, the major factors that influence the friction and wear characteristics of boundary lubrication could be identified.

Study on the Optimal Design of Bellows as an Energy Absorbing Element (에너지 흡수요소로서의 주름관(bellows)의 최적설계에 관한 연구)

  • 김행겸;김권희
    • Proceedings of the Korean Society for Technology of Plasticity Conference
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    • 1997.10a
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    • pp.121-129
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    • 1997
  • Bellows are suggested as energy absorbing elements for automotive steering systems. A metallic bellows has nearly constant axial collapse load which is desirable as an energy absorbing element for a steering column. Axial collapsability and bending flexibility of bellows can be utilized to reduce upward tilting and backward displacement of steering columns in the early stage of high speed crash. Since bending flexibility of bellows has negative effects on the vibration characteristics of steering columns it is necessary to maximize the first natural frequency of a bellows while maintaining its plastic bending flexibility and axial collapse load. An effort is made to attain optimum design of bellows based upon the Taguchi method. A general guideline for design of bellows is suggested.

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Study on the Design of Steering Wheels for Maximum Protection of Drivers during Crash (충돌안전성을 고려한 승용차용 조향핸들의 최적설계에 관한 연구)

  • 이윤형;김권희
    • Proceedings of the Korean Society for Technology of Plasticity Conference
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    • 1997.10a
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    • pp.130-137
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    • 1997
  • During crash of a vehicle a major part of the kinetic energy of the driver is absorbed by a steering system. The deformation characteristics of the steering system has significant effects on the injury of the driver. A part of the energy is absobed by the steering wheel and another part by the collapsable steering column. It is believed that the structure of the steering wheel has an important effect on the injury of the driver. A design criterion is suggested for steering wheels for maximum protection of drivers. Taguchi method is used to obtain the effects design parameters.

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