• Title/Summary/Keyword: Taguchi 방법

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Multi-response Optimization by a Response Surface Approach for a Taguchi-Type Multi-characteristic Experiments (다중반응표면분석방법을 이용한 다꾸찌 다특성 실험에 대한 분석 방법)

  • 이우선
    • Journal of Applied Reliability
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    • v.4 no.1
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    • pp.39-64
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    • 2004
  • Taguchi's multi-characteristic experiments seek proper choice of levels of contollable factors which satisfy that all reponses of characteristics in a desirable range simultaneously. This aim can be achieved by response surface techniques that allow more flexible in modeling than traditional Taguchi's parameter design. In this article, a multi-response surface modeling and analysis techniques is proposed to deal with the multi-characteristic optimization problem in experimentation with Taguchi's controllable and noise factors.

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

  • Jeon, Yeong-Jin;Kim, Chang-Il;Gu, Jin-Geun;Yu, Hyeong-Jun
    • Korean Journal of Materials Research
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    • v.5 no.1
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    • pp.63-74
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    • 1995
  • Process optimization experiments based on the Taguchi method were performed in order to set up the optimal process conditions for the contact oxide etching process module which was built in order to be attached to the cluster system of multi-processing purpose. From the two times experiments of Taguchi method, the overall behaviors of the etchmg characteristics depending upon the equipment parameters were understood at the 1st Taguchi experiment, the detail and optimal process conditions were extracted from the 2nd Taguchi experiment. As a final analysis of experimental results, the optimal etching characteristics were obtalned at the process conditions of $CHF_{3}/CF_{4}$ gas flow rate=72/8 sccm, chamber pressure=50 mTorr, RF power=300 Watts, magnetic field intensity=90 Gauss.

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Case Studies on Strengths and Weaknesses of Taguchi Method (다구치 방법의 강점 및 약점에 대한 사례 연구)

  • Kwon, Hyuck Moo;Jang, Hyeon Ae
    • Journal of Korean Institute of Industrial Engineers
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    • v.39 no.5
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    • pp.383-392
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    • 2013
  • Taguchi method is a technique widely used in industries to attain a reliable quality even under existence of various noise variables. Basically, it relies on the interactions between the controllable and the noise factors. Under insignificant interactions between the design parameters and noises, the effectiveness of Taguchi methodology will be doubtful. Furthermore, existence of strong interactions among controllable factors may undermine the power of Taguchi approach. An abundant crop may be expected by a well planned Taguchi approach. A well designed set of experiments is one of the important prerequisites for its successful result. For this, we must have a clear understanding on strengths and weaknesses of Taguchi methodology together with a sound knowledge on the applicable system. This study provides some insights on Taguchi approach based on two case examples of one successful and the other unsuccessful. Eventually, this research aims to facilitate deeper understanding and right application of Taguchi methodology in industries.

Application of Taguchi Method for the Selection of Chip Breaker (칩브레이크 선정을 위한 Taguchi 방법의 적용)

  • 전준용
    • Journal of the Korean Society of Manufacturing Technology Engineers
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    • v.7 no.3
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    • pp.118-125
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    • 1998
  • Chip control is a major problem in automatic machining process, especially in finish turning operation. In this case, chip breaker is one of the important factors to be determined. As unbroken chips are grown. these deteriorate the surface roughness. and proces automation can not be carried out. In this study to get rid of chip curling problem while turning internal hole. optimal chip breaker is selected from the experiment. The experiment is planned with Taguchi's method that is based on the orthogonal arrary of design factors. From the response table. cutting speed, feedrate, depth of cut and tool geometry turn to be major factors affecting chip formation. Then, optimal chip breaker is selected. and this is verified as good enough for chip control from the experiment.

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A Study on the Friction Characteristics of Automotive Composites Brake Pads Using Taguchi Method (다구치 방법을 이용한 복합재료 자동차용 마찰재의 마찰특성에 관한 연구)

  • Kim, Yun-Hae;Lee, Jeong-Ju
    • Transactions of the Korean Society of Mechanical Engineers A
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    • v.26 no.4
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    • pp.660-666
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    • 2002
  • It has many variables and factors to design the friction materials for automotive brake pads. The purpose of this study is to develop the proper method for design of low-cost and to know friction characteristics of each raw materials. For the purpose of examining the effect of each major raw materials, we used the Taguchi L9(3$^4$)orthogonal matrix and 1/5 scale dynamo machine for evaluation of the friction characteristics of composite brake pads. By adapting the Taguchi method, it is easy to investigate the influence of each component in complicated composites friction materials. After analyzing the testing results by the Taguchi method, the effect of factors and levels influenced friction behavior was studied.

Planning of experiments by Taguchi method (Taguchi방법에 의한 실험 계획)

  • 이종원
    • Journal of the korean Society of Automotive Engineers
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    • v.11 no.6
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    • pp.3-16
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    • 1989
  • 본 고에서는 품질향상 측면보다는 실험계획법 자체에 중점을 두고 이를 소개하고자 한다. 실험게획의 일차적 목적은 어느 의미에서는 모형화 즉 반응치에 미치는 각 인자의 주효과의 교호작용 관게를 규명하는 것이라고 볼 수 있으며 방법론에서 전조합실시법과 부분실시법으로 구분할 수 있는데 부분실시법의 목적은 어떻게 하면 경제적으로 시험횟수를 최소화하되 전조합실시법의 효과를 낼 수 있는가 하는 것이다. Taguchi의 실험계획은 직교배열을 이용한 부분실시법에 근거를 두고 있다.

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Optimization of Laser Photolithography Micromachining Technique based on Taguchi Method (다구찌 방법을 이용한 레이저 포토리소그라피 미세패턴가공 기술의 최적화)

  • Baek, Nam-Kook;Kim, Dae-Eun
    • Proceedings of the KSME Conference
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    • 2001.11a
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    • pp.871-875
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    • 2001
  • Laser photolithography technique is useful for fabricating micro-patterns of silicon wafers. In this work, the laser photolithography micromachining technique is optimized based on Taguchi method. Sensitivity analysis was performed using laser scanning speed and laser power level as the parameters. The results show that for the photoresist used in this work, a laser scan speed of $70{\mu}m/s$ at 50mW laser power gives the best result.

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Multiresponse Optimization Using a Response Surface Approach to Taguchi′s Parameter Design (다구찌의 파라미터 설계에 대한 반응표면 접근방법을 이용한 다반응 최적화)

  • 이우선;이종협;임성수
    • Journal of Korean Society for Quality Management
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    • v.27 no.1
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    • pp.165-194
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    • 1999
  • Taguchi's parameter design seeks proper choice of levels of controllable factors (Parameters in Taguchi's terminology) that makes the qualify characteristic of a product optimal while making its variability small. This aim can be achieved by response surface techniques that allow flexibility in modeling and analysis. In this article, a collection of response surface modeling and analysis techniques is proposed to deal with the multiresponse optimization problem in experimentation with Taguchi's signal and noise factors.

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Analysis and Improvement of Interior Noise in a Passenger Car using Taguchi Orthogonal Array (다구찌 직교배열을 이용한 승용차의 실내소음 분석 및 개선)

  • 김명업;이두호
    • Journal of KSNVE
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    • v.9 no.5
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    • pp.998-1004
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    • 1999
  • The passenger car manufacturer should meet more and more strict requirements of customers on noise and vibration problems. It is proven that the Taguchi method is a powerful tool for improving the product quality in many areas. This paper employs the Taguchi method to reduce low-frequency booming noise in a passenger car. Selection of object function is very important to minimize interaction effects in the Taguchi method. We select logarithmic-scaled sound pressure level as an object function, which is commonly used to analyze the noise and vibration signals. The optimum noise level predicted with additive-model assumption agrees well with the test results. In addition, the optimum level is lower than the initial one by about 5 dB without any adverse effects. The results show that the Taguchi method can be applied efficiently to solve the noise problem in the passenger cars.

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