• 제목/요약/키워드: Taguchi Experimental Method

검색결과 232건 처리시간 0.024초

다구찌 방법을 이용한 PP-Wood 소재에서 개질제의 첨가에 의한 기계적 특성 평가 연구 (The Study on the Mechanical Properties of PP-Wood Materials according to Modifier Using Taguchi Method)

  • 민영초;강윤진;강경식
    • 대한안전경영과학회:학술대회논문집
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    • 대한안전경영과학회 2010년도 춘계학술대회
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    • pp.293-301
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    • 2010
  • Wood-PP composite materials were prepared by Taguchi robust design method with L9 orthogonal array to optimize experimental conditions. Tensile strength of the composite materials was considered as the main properties. Amount of wood powder and modifier of resin were chosen as significant parameters. As the result of Taguchi analysis in this study, the amount of wood powder was the most influencing parameter on the increase of tensile strength. The optimal conditions were determined and these results were good agreement with data analyzed by Taguchi robust design method.

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실험계획법에 의한 알루미나 세라믹의 플라즈마 용사코팅 최적화 (Optimization of Plasma Spray Coating Parameters of Alumina Ceramic by Taguchi Experimental Method)

  • 이형근;김대훈;윤충섭
    • Journal of Welding and Joining
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    • 제18권6호
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    • pp.96-101
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    • 2000
  • Sintered alumina ceramic substrate has been used for the insulating substrate for thick Hybrid IC owing to its cheapness and good insulating properties. Some of thick HIC's are important to eliminate the heat emitted from the parts that are mounted on the ceramic substrate. Sintered ceramic substrate can not transfer and emit the heat efficiently. It's been tried to do plasma spray coating of alumina ceramic on the metal substrates that have a good heat emission property. The most important properties to commercialize this ceramic coated metal substrate are surface roughness and deposition efficiency. In this study, plasma spray coating parameters are optimized to minimize the surface roughness and to maximize the deposition efficiency using Taguchi experimental method. By this optimization, the deposition efficiency was greatly improved from 35% at the frist time to 75% finally.

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Taguchi 방법을 사용한 콘택 산호막 식각 공정 최적화 연구 (Studies on the Optimization of Contact Oxide Etching Process Using Taguchi Method)

  • 전영진;김창일;구진근;유형준
    • 한국재료학회지
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    • 제5권1호
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    • pp.63-74
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    • 1995
  • 클러스터형의 다중 공정용 장치에 부착키 위해 제작된 콘택 산화막 식각용 공정모듈에 대한 적정 식각 공정조건을 확립하기 위해, Taguchi 방법을 활용하여 공정최적화 실험을 수행하였다. Taguchi 실험은 2회에 걸쳐 시행되었는데, 제1차 실험은 장비변수에 대한 식각공정변수의 개괄적 거동을 타진하기 위함이었고, 제2차 실험은 상세 공정조건 확립을 위해서였다. 실험 및 분석 결과 $CHF_{3}/CF_{4}$ 가스유량은 72/8sccm, 공정압력은 50 mTorr, RF 전력은 500 Watts, 자계강도는 90 Gauss일때 최적 공정 성능을 발휘함을 알 수 있다.

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다구찌 기법을 적용한 강의만족도 향상 사례 연구 (A Study on Improving Lecture Satisfaction using Taguchi Method)

  • 이상복
    • 품질경영학회지
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    • 제42권1호
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    • pp.63-70
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    • 2014
  • Purpose: This article introduces a case study of using Taguchi Method to improve lecture satisfaction. Developed by Taguchi Genichi, this method has its strength in finding the control factor that is robust against noise factor. Finding the condition for such control factor has an effect of reducing the dispersion of the Lecture satisfaction. Methods: There are various factors in university classrooms. The factors which influenced the Lecture Satisfaction are analyzed by control factors and noise factors, control factors which is controllable are lecture completeness and thoroughly test the degree of supervision and noise factors which is not controllable is degree of physical and psychological Lecturer tired, then the experiment is conducted as guided by Taguchi's experimental design, one semester are experimented by eight professor with 2 classes, after discussion of the results the optimal lecture condition is suggested. Results: To improve Lecture Satisfaction under noise factor of physical and psychological Lecturer tired, optimal condition are that lecture completeness have scenario note during lecture and thoroughly test the degree of supervision have two proctors during test. Conclusion: In this paper, we have succession case by applying Taguchi methods in Lecture Satisfaction. We can apply to improve service by applying the Taguchi methods. In the future we hope to have many succession cases.

다구찌법에 의한 STD11의 와이어방전가공에서 표면거칠기에 관한 연구 (A Study on Surface Roughness in Wire Electrical Discharge Machining of STD11 based on Taguchi method)

  • 최만성
    • 반도체디스플레이기술학회지
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    • 제13권3호
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    • pp.7-11
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    • 2014
  • The experimental analysis presented aims at the selection of the most optimal machining parameter combination for wire electrical discharge machining (WEDM) of STD11. Based on the Taguchi experimental design ($L_{27}$ orthogonal array) method, a series of experiments were performed by considering time-on, voltage, time-off, wire speed, and flow rate as input parameters. The surface roughness was considered responses. Based on the signal-to-noise (S/N) ratio, the influence of the input parameters on the responses was determined. The optimal machining parameters setting for the minimum surface roughness was found using Taguchi methodology. In order to investigate the effects of process parameters on the surface machined by WEDM, Several experiments are conducted to consider effects of time-on, voltage, time-off, wire speed and flow rate on the surface roughness. Analysis of variance (ANOVA) as well as regression analysis are performed on experimental data. The best results of surface roughness were obtained at higher voltage, lower wire speed, and lower time-on.

다구찌 실험계획의 구성원리에 관한 연구 (Principles for constructing taguchi experimental designs)

  • 염봉진;이병윤;고선우;김재환
    • 응용통계연구
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    • 제4권1호
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    • pp.47-63
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    • 1991
  • 다구찌 방법의 핵심인 피라미터 설계의 원리는 제품의 성능특성이 잡음에 둔감하도록 제품이나 공정을 설계하자는 것이다. 다구찌는 이 피라미터 설계를 위해 소위 직교배열이라는 실험계획의 사용을 추천하고 있다. 본 논문의 목적은 이와 같은 다구찌 직교배열의 구성원리를 밝힘으로써 앞으로 보다 적절한 활용과 개선을 위한 자료를 마련하는데 있다.

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다구찌 실험법을 이용한 LPG 충전노즐 O-링 그루브의 최적화 설계연구 (Optimized Design of O-ring Groove in LPG Filling Unit Using Taguchi Experimental Method)

  • 김청균
    • 한국가스학회지
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    • 제10권2호
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    • pp.40-46
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    • 2006
  • 본 논문은 다구찌 실험 설계법을 이용하여 O-링을 장착하는데 필요한 사각 그루브의 최적설계를 위해 FEM으로 최대코시응력과 최대변형률에 대하여 해석하였다. 다구찌 설계방법은 LPG 충전노즐의 내경측에 밀봉을 위해 설치하는 O-링 그루브의 설계변수를 최적화 하는데 대단히 유용하다. FEM과 함께 다구찌 설계기법을 적용하여 계산된 해석결과에 따르면, 최적화 설계치수를 단지 9번의 반복 실험법에 의해 설계변수의 치수를 최적의 조건으로 얻을 수 있다는 측면에서 간편한 최적설계 기술이다. 이것은 다구찌 설계 실험법이 사각형상의 O-링 그루브를 설계하는 간단한 방법으로 대단히 유용하다는 것이다. 다구찌 설계기법에 기초한 해석결과에 의하면, O-링 그루브의 기하학적 형상에 대한 최적치수는 h=2.5mm, d=2.74 mm, c=0.15 mm, w=3.0 mm으로 각각 요약될 수 있다. 본 연구는 공급된 LPG 가스압력이 18 $kg/cm^2$인 상태에서 밀봉성과 안전성을 고려하면 초기압축률은 8.7%로 유지하는 것이 가장 효과적이라는 사실을 제공한다.

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Evaluation of Water Softening with the Removal of Calcium Ion by Ion Flotation Approach

  • Mafi, Azadeh;Khayati, Gholam
    • Korean Chemical Engineering Research
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    • 제59권2호
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    • pp.219-224
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    • 2021
  • Ion flotation is an efficient method to remove metal ions from aqueous solution. In this work, ion flotation was applied to calcium removal from aqueous solution. The parameters used included sodium stearate (SS) and sodium dodecyl sulfate (SDS) as collectors, 1-butanol and 1-propanol as frothers, pH, and air-flow rate. An L16 orthogonal array was chosen according to the mentioned factors and levels, and experimental tests were conducted according to the Taguchi orthogonal array. The results showed that all of the factors except one had significant effect on the flotation performance. The percentage contribution of parameters showed that type of frother and type of collector made the greatest (43.14%) and the lowest (9.86%) contribution, respectively. In optimal conditions, the recovery of Ca (II) ion was 45.67%. Also, the results illustrated that the Taguchi method could predict calcium removal from aqueous solution by ion flotation with 2.63%. This study showed that the use of ion flotation was an effective method for Ca (II) ion removal from aqueous solution.

실험계획법에 의한 $CF_4/O_2$ 플라즈마 에칭공정의 최적화에 관한 연구 (Experimental Analysis and Optimization of Experimental Analysis and Optimization of $CF_4/O_2$ Plasma Etching Process Plasma Etching Process)

  • 최만성;김광선
    • 반도체디스플레이기술학회지
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    • 제8권4호
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    • pp.1-5
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    • 2009
  • This investigation is applied Taguchi method and the analysis of variance(ANOVA) to the reactive ion etching(RIE) characteristics of $SiO_2$ film coated on a wafer with Experimental Analysis and Optimization of $CF_4/O_2$ Plasma Etching Process mixture. Plans of experiments via nine experimental runs are based on the orthogonal arrays. A $L_9$ orthogonal array was selected with factors and three levels. The three factors included etching time, RF power, gas mixture ratio. The etching rate of the film were measured as a function of those factors. In this study, the etching thickness mean and uniformity of thickness of the RIE are adopted as the quality targets of the RIE etching process. The partial factorial design of the Taguchi method provides an economical and systematic method for determining the applicable process parameters. The RIE are found to be the most significant factors in both the thickness mean and the uniformity of thickness for a RIE etching process.

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Producing synthetic lightweight aggregates by treating waste TFT-LCD glass powder and reservoir sediments

  • Tang, Chao-Wei
    • Computers and Concrete
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    • 제13권3호
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    • pp.325-342
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    • 2014
  • The use of lightweight aggregate (LWA) instead of ordinary aggregate may make lightweight aggregate concrete, which possesses many advantages such as lightweight, lower thermal conductivity, and better fire and seismic resistance. Recently the developments of LWA have been focused on using industrial wastes as raw materials to reduce the use of limited natural resources. In view of this, the intent of this study was to apply Taguchi optimization technique in determining process condition for producing synthetic LWA by incorporating waste thin film transition liquid crystal displays (TFT-LCD) glass powder with reservoir sediments. In the study the waste TFT-LCD glass cullet was used as an additive. It was incorporated with reservoir sediments to produce LWA. Taguchi method with an orthogonal array L16(45) and five controllable 4-level factors (i.e., cullet content, preheat temperature, preheat time, sintering temperature, and sintering time) was adopted. Then, in order to optimize the selected parameters, the analysis of variance method was used to explore the effects of the experimental factors on the performances (particle density, water absorption, bloating ratio, and loss of ignition) of the produced LWA. The results showed that it is possible to produce high performance LWA by incorporating waste TFT-LCD glass cullet with reservoir sediments. Moreover, Taguchi method is a promising approach for optimizing process condition of synthetic LWA using recycled glass cullet and reservoir sediments and it significantly reduces the number of tests.