• 제목/요약/키워드: taguchi method

검색결과 888건 처리시간 0.031초

Performance of a Ceramic Fiber Reinforced Polymer Membrane as Electrolyte in Direct Methanol Fuel Cell

  • Nair, Balagopal N.;Yoshikawa, Daishi;Taguchi, Hisatomi
    • 멤브레인
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    • 제14권1호
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    • pp.53-56
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    • 2004
  • Direct Methanol Fuel Cell (DMFC) is considered as a candidate technology for applications in stationary, transportation as well as electronic power generation purposes. To develop a high performance direct methanol fuel cell(DMFC), a competent electrolyte membrane is needed. The electrolyte membrane should be durable and methanol crossover must be low. One of the approaches to increase the stability of generally used polymer electrolyte membranes such as Nafion against swelling or thermal degradation is to bond it with an inorganic material physically or chemically. In Noritake Company, we have developed a novel method of reinforcing the polymer electrolyte matrix with inorganic fibers. Methanol crossover values measured were significantly lower than the original polymer electrolyte membranes. These fiber reinforced electrolyte membranes (FREM) were used for DMFC study and stable power output values as high 160 mW/$\textrm{cm}^2$ were measured. The details of the characteristics of the membranes as well as I-V data of fuel cell stacks are detailed in the paper.

혼합모델 투입순서 결정을 위한 시뮬레이티드 어닐링 최적 설계 (An Optimal Design of Simulated Annealing Approach to Mixed-Model Sequencing)

  • 김호균;조형수
    • 한국경영과학회:학술대회논문집
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    • 대한산업공학회/한국경영과학회 2002년도 춘계공동학술대회
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    • pp.936-943
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    • 2002
  • The Simulated Annealing (SA) algorithm has been successfully applied to various difficult combinatorial optimization problems. Since the performance of a SA algorithm, generally depends on values of the parameters, it is important to select the most appropriate parameter values. In this paper the SA algorithm is optimally designed for performance acceleration, by using the Taguchi method. Several test problems are solved via the SA algorithm optimally designed, and the solutions obtained are compared to solution results McMullen & Frazier(2000). The performance of the SA algorithm is evaluated in terms of solution quality and computation times. Computational results show that the proposed SA algorithm is effective and efficient in finding near-optimal solutions.

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다특성치 파라미터 설계에 관한 방법론 연구(사례 연구 중심으로) (A Study on the Methodology of The Parameter Design of Multiple Characteristics)

  • 조용욱;박명규
    • 산업경영시스템학회지
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    • 제22권50호
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    • pp.171-181
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    • 1999
  • Taguchi's robust design methodology has focus only a single characteristic or response, but the quality of most products is seldom defined by a characteristics, and is rather the composite of a family of characteristics which are often interrelated and nearly always measured in a variety of units. The multiple characteristics problem is how to compromise the conflicts 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 achive the optimal compromise among several different response variables is developed. One new 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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품질 특성의 측정에 대한 분석 사례 연구 (Study on establish for unit of measure for Quality Feature)

  • 이희춘;박노국;이상복
    • 대한안전경영과학회:학술대회논문집
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    • 대한안전경영과학회 2011년도 추계학술대회
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    • pp.157-165
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    • 2011
  • In this Paper, We study on establish for unit of measure. Quality means abstract for customer needs. we surveyed unit of measurement of quality feature of Juran, Taguchi, 6 sigma method. We suggest unit of measurement of quality feature. Each enterprise can use defining own unit of measurement of quality feature. Effect is expected in enterprise that these proposals do quality control. There is meaning in direction that measuring mean of quality feature that propose in this treatise understands actuality to be deeply and reconcile exact point of theory.

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Preliminary Research on the Uncertainty Estimation in the Probabilistic Designs

  • Youn Byung D.;Lee Jae-Hwan
    • Journal of Ship and Ocean Technology
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    • 제9권1호
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    • pp.64-71
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    • 2005
  • In probabilistic design, the challenge is to estimate the uncertainty propagation, since outputs of subsystems at lower levels could constitute inputs of other systems or at higher levels of the multilevel systems. Three uncertainty propagation estimation techniques are compared in this paper in terms of numerical efficiency and accuracy: root sum square (linearization), distribution-based moment approximation, and Taguchi-based integration. When applied to reliability-based design optimization (RBDO) under uncertainty, it is investigated which type of applications each method is best suitable for. Two nonlinear analytical examples and one vehicle crashworthiness for side-impact simulation example are employed to investigate the unique features of the presented techniques for uncertainty propagation. This study aims at helping potential users to identify appropriate techniques for their applications in the multilevel design.

다구치 방법론을 이용한 태양광 인버터의 LCL 필터 설계 (Design for LCL filter on PV Inverter based on Taguchi method)

  • 김병헌;지승준;설승기
    • 전력전자학회:학술대회논문집
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    • 전력전자학회 2013년도 전력전자학술대회 논문집
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    • pp.232-233
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    • 2013
  • 본 논문에서는 태양광 인버터에서 전력 품질 개선을 위해서 사용되는 LCL 필터의 설계 방법을 제시한다. 제안된 방법은 생산 품질의 질을 향상시키기 위해 산업체에서 사용되고 있는 다구치 방법론을 이용한다. 기존 설계에서 고려되던 출력 전력 품질(THD), 인덕터의 크기뿐만 아니라 태양광 인버터의 손실, 광량 변화로 인한 입력 조건의 변화, 출력 전압의 변화를 고려하여 설계한다. 설계 결과는 설계 목표 기능 변수를 향상시키고 동시에 그 변동량을 최소화할 수 있다.

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Cost optimization of high strength concretes by soft computing techniques

  • Ozbay, Erdogan;Oztas, Ahmet;Baykasoglu, Adil
    • Computers and Concrete
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    • 제7권3호
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    • pp.221-237
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    • 2010
  • In this study 72 different high strength concrete (HSC) mixes were produced according to the Taguchi design of experiment method. The specimens were divided into four groups based on the range of their compressive strengths 40-60, 60-80, 80-100 and 100-125 MPa. Each group included 18 different concrete mixes. The slump and air-content values of each mix were measured at the production time. The compressive strength, splitting tensile strength and water absorption properties were obtained at 28 days. Using this data the Genetic Programming technique was used to construct models to predict mechanical properties of HSC based on its constituients. These models, together with the cost data, were then used with a Genetic Algorithm to obtain an HSC mix that has minimum cost and at the same time meets all the strength and workability requirements. The paper describes details of the experimental results, model development, and optimization results.

리브 형상과 공정조건의 최적설계에 의한 사출제품 휨의 안정적 최소화에 관한 연구 (A Study on the Robust Minimization of Warpage in Injection-Molded Part via the Optimal Design of Rib Geometry and Process Conditions)

  • 박종천;김경모;이종찬;구본흥
    • 한국기계가공학회지
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    • 제8권3호
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    • pp.90-97
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    • 2009
  • In the study, a design methodology for robust minimization of a warpage in injection-molded part is presented. Taguchi's parameter design method is integrated with a computer simulation tool for injection molding to search for best design with robustness against the process variability by noises. The proposed methodology is based on a two-stage process: (1) reducing a warpage in the part by optimizing the part geometry including the layout and size of ribs, and (2) additionally minimizing the warpage by optimizing process conditions. An example is used to illustrate the usefulness of the design methodology.

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R410A 로타리 압축기의 토출구 최적설계에 관한 연구 (A Study on the Optimum Design for the Discharge Port of a R410A Rotary Compressor)

  • 김현진;이태진;박신규;황인수
    • 설비공학논문집
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    • 제13권12호
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    • pp.1245-1254
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    • 2001
  • For a R410A-rolling piston type rotary compressor model which was modified by reducing the cylinder height and shaft eccentricity from R22-compressor version, numerical simulation has been carried out and simulation results have been found to be compared fairly well with those of measurements. EER of this first version of R410A compressor was 4.8% lower than that of R22 compressor. To improve the performance of the R410A compressor model, parametric study on the design parameters related to the discharge port system has been performed by using the numerical simulation program, and optimum conditions for the highest EER have been obtained with the aid of Taguchi method. With the optimized discharge port configuration, EER has been improved by 1.7%.

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평판 디스플레이 세정을 위한 상압 플라즈마 에싱효과에 관한 연구 (A Study on Ashing Effects of Atmospheric Plasma for the Cleaning of Flat Panel Display)

  • 허용정;이건영
    • 반도체디스플레이기술학회지
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    • 제7권2호
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    • pp.35-38
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    • 2008
  • This study shows the improvement of PR-Ashing rates in semi-conductor process using Atmospheric Plasma. Taguchi method is used to improve Ashing rates of photo-resist that is spread on the surface of a wafer. Improvement of Ashing rates is acquired through the decision of the effective factors and suitable combination of the factors. The results show the contribution rate of each factor and the effectiveness of Plasma for PR-Ashing process in this system.

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