• 한국소성가공학회:학술대회논문집
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• 한국소성가공학회 2009년도 춘계학술대회 논문집
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• pp.195-198
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• 2009

In this study, in order to get the forming limit of AHSS sheet in the negative minor strain region, the shapes of die corner and drawbead are redesigned by employing the Taguchi's design of experiment method and the FEM forming simulation. With the redesigned FLD tool, the forming limit tests of automotive multi-phase(Dual Phase and Complex Phase) steel sheets which induce the normal fractures on the blank are performed.

• 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.

• 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.

• 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.

• 한국전기전자재료학회:학술대회논문집
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• 한국전기전자재료학회 2001년도 추계학술대회 논문집
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• pp.145-148
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• 2001

A large area plasma source using parallel 2x2 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 350x300mm substrate at the 50Hz magnetization frequency of the E-ICP operation technique.

• Composites Research
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• 제30권1호
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• pp.35-40
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• 2017

본 연구에서는 천연섬유 복합재료의 홀 가공 인자를 최적화 하기 위하여, 진공 인퓨전 성형공정을 이용하여 천연섬유 복합재료를 제조하였으며 보강재로는 아마섬유를 사용하였다. 그 후 가공에 적합한 드릴을 설계하고, 선정된 가공조건에 따라 홀 가공을 수행하였다. 실험횟수를 최소화하기 위하여 다구찌 실험계획법을 사용하였으며, 홀 가공 후 가공면내 거칠기를 측정하고 거칠기비 분석을 통하여 그 결과를 비교하였다. 실험결과 천연섬유 복합재료의 가공 시 절삭저항을 분산할 수 있는 새로운 드릴을 설계하였다. 이 드릴을 사용할 경우 가공중의 절삭저항이 분산되었으며, 표면거칠기가 최소화된 천연섬유 복합재료를 얻을 수 있었다. 또한 홀 가공에 적합한 최적의 드릴 회전속도 및 이송속도를 선정하였다.

• 한국진공학회지
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• 제7권2호
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• pp.161-168
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• 1998

Taguchi가 제안한 강건설계 및 연구자의 주관에 의존하는 통상적인 실험방법을 병 행하여 CH4/H2 유도결합 고밀도 플라즈마를 이용한 InP 소재의 반응성이온에칭에 있어 공 정변수들이 식각특성에 미치는 영향을 분석하고 적정조건을 도출하였다. 연구 결과 ICP전력 은 표면거칠기와 측벽수직도, bias 전력은 식각속도와 수직도에, CH4분율은 수직도와 식각 속도, 석영창과 시료 사이의 거리는 표면 거칠기에 영향을 주는 변수로 작용하였고, 식각속 도에 가장 크게 영향을 주는 변수는 공정압력임을 알 수 있었다. 결과적으로 ICP Power 700W, bias Power 150W, 시편/coil 거리 14cm, 압력 7.5mTorr, 15% $CH_4$의 적정조건에서 시간당 약 3.1$\mu\textrm{m}$의 식각속도와 미려한 표면을 얻어, 기존의 반응성 이온 식각(RIE)과 비교하 여 1.5배 이상의 식각속도를 얻을 수 있었다.

• 설비공학논문집
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• 제16권11호
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• pp.1077-1083
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• 2004

This study is to systematically analyze the effect of various kinds of design factors on the performance of stratified thermal storage tank. Taguchi method, known as a very reasonable tool in the parametric study, is employed in the present work. Three dimensional unsteady numerical experiment is conducted for 4 design parameters of stratified thermal storage tank: inlet Reynolds number, Froude number, diffuser size d with 3 levels (Re=400, 800, 1200, Fr=0.5, 1.0, 2.0 and d=150 mm, 200mm, 300 mm) and diffuser shape with 2 levels. Orthogonal array $L_{18}(2{\times}3^7)$ is adopted for the analysis of variance. The result gives quantitative estimation of the various design parameters affecting the performance and helps to select the main factors for the optimum design of stratified thermal storage tank. Reynolds number is found to be the most dominant parameter and the diffuser shape plays significant role on the performance of stratified thermal storage tank. Based on this finding, the prior questions on the contribution of the diffuser shape proposed by the authors become clear. The optimum condition for the performance is a set of d=300mm, Re=800, and radial regulated plate diffuser. Conformation test shows the repeatability in the analysis and $1.3\%$ difference between the estimated thermocline thickness and that of numerical result.

• 드라이브 ㆍ 컨트롤
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• 제13권2호
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• pp.34-41
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• 2016

Unlike the commonly used On/Off solenoid, constant attraction force which is independent of plunger displacement is a considerably important characteristic to proportional solenoid of the EPPR Valve. Attraction force uniformity is mainly affected by the internal shape design parameters. Due to a number of shape design parameters, the optimal parameter values are very complex and time consuming to find by trial and error method. Much research has been conducted or are still in progress to find the optimal parameter values by applying various optimization techniques like Genetic Algorithm, Evolution Strategy, Simulated Annealing, or the Taguchi method. In this paper, the design parameters which have primary effects on the attraction force uniformity and the average attraction force are decided by main effects analysis of Design of Experiments. Optimal parameter values are derived using finite-element analysis and a neural network model.

• 소성∙가공
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• 제26권3호
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• pp.137-143
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• 2017

In this study, a wear test method was proposed to predict the wear life of the CrN layer coated on the surface of the press tools for manufacturing the auto-parts with ultra high strength steel (UHSS) with a tensile strength of 1.5 GPa. The pin-on-disc type wear test was carried out to confirm the feasibility and the reproducibility of the wear amount according to the test conditions such as the normal force, the sliding velocity, and the sliding speed. The test conditions were obtained from the finite element stamping analysis and the wear simulation. With the wear amount from the wear test, a prediction model of the wear depth in the CrN coating layer was proposed according to the test conditions with the design of experiments such as Taguchi method and the response surface method. The derived prediction model was then compared to the result of the Archard wear model, fully describing that the proposed model can effectively predict the wear life of the press tools for the auto-parts with UHSS.