• 제목/요약/키워드: Taguchi experiment

검색결과 229건 처리시간 0.022초

다구찌 설계를 이용한 듀플렉스 스테인리스강 S31083용 DL-EPR 시험용액의 최적화 (Optimization of DL-EPR Test Solution for Duplex Stainless Steel S31083 Using Taguchi Design)

  • 정광후;김성종
    • Corrosion Science and Technology
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    • 제20권2호
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    • pp.77-84
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    • 2021
  • This study aims to optimize the DL-EPR test solution for duplex stainless steel S31083 using the Taguchi design. The test solution parameters applied to the Taguchi design are H2SO4, NaCl, KSCN concentration, and temperature. In the experimental design, an orthogonal array of 4 levels 4 factor L16(44) was used. Output values for the orthogonal array were used for resolution (degree of sensitization) and selective etch (Ia) values. The optimal test solution conditions were selected by comparing the normalized S/N ratio for the two reaction properties. As a result, the H2SO4 and NaCl were identified as the main factors influencing the sensitivity measurement, but the delta statistics showed that the KSCN concentration and temperature had relatively low influence. The optimal condition was identified as 1.5 M H2SO4+0.03 M KSCN+1.5M NaCl at 30 ℃. The degree of sensitization presented a tendency to depend on the heat treatment temperature and time in the optimal test solution. This investigation confirmed the possibility of optimizing the experiment solution for the DL-EPR test of stainless steel using the Taguchi technique.

Optimization of static response of laminated composite plate using nonlinear FEM and ANOVA Taguchi method

  • Pratyush Kumar Sahu;Trupti Ranjan Mahapatra;Sanjib Jaypuria;Debadutta Mishra
    • Steel and Composite Structures
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    • 제48권6호
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    • pp.625-639
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    • 2023
  • In this paper, a Taguchi-based finite element method (FEM) has been proposed and implemented to assess optimal design parameters for minimum static deflection in laminated composite plate. An orthodox mathematical model (based on higher-order shear deformation plate theory and Green-Lagrange geometrical nonlinearity) has been used to compute the nonlinear central deflection values of laminated composite plates according to Taguchi design of experiment via a self-developed MATLAB computer code. The lay-up scheme, aspect ratio, thickness ratio and the support conditions of the laminated composite plate structure were designated as the governable design parameters. Analysis of variance (ANOVA) is used to investigate the effect of diverse control factors on the nonlinear static responses. Moreover, regression model is developed for predicting the desired responses. The ANOVA revealed that the lay-up scheme alongside the support condition plays vital role in minimizing the central deflection values of laminated composite plate under uniformly distributed load. The conformity test results of Taguchi analysis are also in good agreement with the numerical experimentation results.

유한요소법 및 다구찌 기법에 의한 소형항공기용 HUMS 하우징 경량화 (Weight Lightening of HUMS Housing for Small Aircraft by Using FEM and Taguchi Method)

  • 김진수;윤대원;박태상;정재은;오재응
    • 한국소음진동공학회논문집
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    • 제23권12호
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    • pp.1045-1055
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    • 2013
  • It is true that the dependency on import is currently high in case of the safety checkup system of domestic airplanes, and it is at the point of time that localization of HUMS for small airplanes is required. In this study, the design factors were selected for the lightweight of HUMS for small airplanes by using Pro-Engineer which is a design tool and Abaqus. 9 models were made through experiment plans with Taguchi method for this, and the each model for weight lightening was selected through vibration analysis and shock analysis while in operation with experiment profile values. After fabricating HUMS, it was verified that as a result of experiment with the same profile values as the analysis, there was similarity between the analyzed values and values of the experiment. As a result of performing weight lightening which is the purpose of the study, electronic performance for small airplanes is assured and a design plan reducing 15 % weight compared to the targeted weight was deduced. Besides, it could be verified that the light weight model satisfied the maximum allowable displacement value of PCB[printed circuit board] and accordingly satisfied electronic properties of HUMS. In this study, the reliability of a product was certified through the result of an experiment on ground. If the reliability of HUMS were verified through a test flight in the future, it is considered that it would make a big contribution to localization of aerospace electronic equipment.

다구찌 방법을 이용한 BGA 현상 공정용 수직 습식 장비의 공정 최적화 (BGA Deveop Process Optimization for the Vertical Wet Equipment Using Taguchi Experiment)

  • 유선중
    • 한국진공학회지
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    • 제18권4호
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    • pp.310-317
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    • 2009
  • BGA 제조용 습식 현상 공정에 있어 기존의 수평 장비를 대체하여 수직 장비를 새로이 개발하였다. 수직 장비의 장점은 기판 표면의 소프트한 드라이필름 회로 패턴의 요철과 장비 구동부와의 직접적인 접촉을 배제함으로써 현상 공정 진행 중 회로 패턴의 손상을 최소화할 수 있다는 것이다. 본 연구에서는 개발된 수직 장비의 공정 특성을 최적화하기 위하여 다구찌 실험을 수행하였다. 수직 장비에 병렬로 동시 투입되는 2장의 기판에 대하여 공정 특성을 동일하게 하기 위해 적절한 잡음인자 및 제어가능인자를 선정하여 망소특성치 실험을 수행하였다. 실험 결과 현상 약품액의 온도 및 현상 스프레이에 노출되는 시간이 주요한 제어가능인자인 것으로 평가되었다. 최종적으로 회로 패턴의 손상 없이 현상 공정을 진행할 수 있는 최소 회로 선폭이 선형패턴의 경우 수평 장비 $13.8{\mu}m$ 대비 수직 장비는 $10.4{\mu}m$로, 닷 패턴의 경우 수평 장비 $22.1{\mu}m$ 대비 수직 장비는 $16.3{\mu}m$로 각각 향상된 결과를 얻을 수 있었다.

다구찌법을 이용한 나선형 인덕터의 Q-factor개선을 통한 Low Noise RF Front-End Design (A Design of Low Noise RF _Front-End for Improvement Q-factor of Spiral Inductor Using Taguchi's Method)

  • 최진규;정효빈;고재형;김형석
    • 대한전기학회:학술대회논문집
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    • 대한전기학회 2008년도 Techno-Fair 및 추계학술대회 논문집 전기물성,응용부문
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    • pp.107-108
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    • 2008
  • This article describes optimization for PGS(Patterned Ground Shield) of rectangular spiral inductor using Taguchi's Design of Experiment. PGS is decrease method of parasite component by silicon substrate among dielectric loss reduction method. Using taguchi's design of experiment, each parameter is fixed upon that PGS high poison(A), slot spacing(B), strip width(C) and overlap turn number(D) of PGS design parameter. Then we verified that percentage contribution and design sensitivity analysis of each parameter and level by signal to noise ratio of larger-the-better type. We consider percentage contribution and design sensitivity of each parameter and level, and then verify that model of optimization for PGS is lower inductance decreasing ratio and higher Q-factor increasing ratio by EM simulation.

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다구찌법을 이용한 석영의 최적 가공조건 선정에 관한 연구 (Selection of Optimal Processing Conditions for Quartz Using the Taguchi Method)

  • 정호인;최성준;이춘만
    • 한국기계가공학회지
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    • 제21권2호
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    • pp.123-129
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    • 2022
  • Quartz (SiO2) has high abrasion and heat resistances and excellent chemical and mechanical properties; therefore, it is used in various industries, such as machinery, chemistry, optics, and medicine. Quartz is a high-hardness and brittle material and is classified as the topmost difficult-to-cut material, which is because of the cracking or chipping at the edge during processing. Corner wear, such as cracks and chippings that occur during cutting, is a major cause for the deterioration in the machining quality. Therefore, many researchers are investigating various techniques to process quartz effectively. However, owing to the mechanical properties of quartz, most studies have been conducted on grinding, micromachining, and microdrilling. Few studies have been conducted on quartz processing. The purpose of this study was to analyze the machining characteristics according to the machining factors during the slot machining of quartz using a cubic boron nitride (CBN) tool and to select the optimal machining conditions using the Taguchi method. The machining experiment was performed considering three process variables: the spindle speed, feed rate, and depth of cut. The cutting force and surface roughness were analyzed according to the processing conditions.

다구찌 방법을 이용한 세포배양의 최적조건 결정 (사례 연구를 중심으로) (The Parameter Optimization Decision of Cell Culture Using Taguchi Method)

  • 김진욱;박명규;김용범;김복만;조용욱
    • 산업경영시스템학회지
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    • 제20권41호
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    • pp.25-31
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    • 1997
  • A study to analyze and solve problems of a biochemical process experiment has presented in this paper. We have taken Taguchi's parameter design approach, specifically orthogonal array, and determined the optimal levels of the selected variables through analysis of the experimental results using S/N ratio.

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다구찌 방법을 이용한 석재표면처리공정의 최적표면가공조건 선정에 관한 연구 (The Optimal Parameter Design of the Stone Surface Process Using the Taguchi Method)

  • 강지호;조용욱;박명규
    • 대한안전경영과학회지
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    • 제5권1호
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    • pp.103-113
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    • 2003
  • A study to analyze and solve problems of a stone surface process experiment has presented in this paper. We have taken Taguchi's parameter design approach, specifically orthogonal array, and determined the optimal levels of the selected variables through analysis of the experimental results using S/N ratio.

다구찌 방법을 이용한 알루미늄 배선덕트의 유도노이즈(잡음)측정에 관한 연구 (A study on the Induction Noise Measurement of Al wiring Duct Using Taguchi Method)

  • 홍석묵;조용욱;박명규
    • 산업경영시스템학회지
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    • 제24권67호
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    • pp.61-68
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    • 2001
  • A study to analyze and solve problems of multi wire installation duct experiment has presented in this paper. We have taken Taguchi's parameter design approach, specifically orthogonal array, and determined the optimal levels of the selected variables through ana1ysis of the experimental results using S/N ratio.

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다구찌 방법을 이용한 알루미늄 배선덕트의 스위칭 유도노이즈 안정시간에 관한 연구 (A Study on the Switching Induction Noise Stability time of Al wiring Duct Using Taguchi Method)

  • 홍석묵;조용욱;박명규
    • 대한안전경영과학회지
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    • 제4권2호
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    • pp.179-188
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    • 2002
  • A study to analyze and solve problems of multi wire installation duct experiment has presented in this paper. We have taken Taguchi's parameter design approach, specifically orthogonal array, and determined the optimal levels of the selected variables through analysis of the experimental results using S/N ratio.