• Title/Summary/Keyword: 다구찌방법

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

  • 염봉진;이병윤;고선우;김재환
    • The Korean Journal of Applied Statistics
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    • v.4 no.1
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    • pp.47-63
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    • 1991
  • Parameter design is the core of the Taguchi method, and its purpose is to design product or processes such that the performance of product becomes robust to noise. Taguchi recommends to use the so called orthogonal arrays for parameter design. The purpose of this paper is to clarify the principles involved in constructing the Taguchi orthogonal arrays. Understanding such principles may be useful for finding better ways of utilizing the Taguchi orthogonal arrays as well as for developing better experimental designs.

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A Study on Neural Network Modeling of Injection Molding Process Using Taguchi Method (다구찌방법을 이용한 사출성형공정의 신경회로망 모델링에 관한 연구)

  • Choe, Gi-Heung;Yu, Byeong-Gil;Hong, Tae-Min;Lee, Gyeong-Don;Jang, Nak-Yeong
    • Transactions of the Korean Society of Mechanical Engineers A
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    • v.20 no.3
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    • pp.765-774
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    • 1996
  • Computer Integrated Manufacturing(CIM) requires models of manufacturing processes to be implemented on the computer. These models are typically used for determining optimal process control parameters or designing adaptive control systems. In spite of the progress made in the mechanistic modeling, however, empirical models derived from experimental data play a maior role in manufacturing process modeling. This paper describes the development of a meural metwork medel for injection molding. This paper describes the development of a nueral network model for injection molding process. The model uses the CAE analysis data based on Taguchi method. The developed model is, then, compared with the traditional polynomial regression model to assess the applicabilit in practice.

다구찌 방법을 이용한 공정변수의 최적화

  • 이수호;박원식;조형석
    • Proceedings of the Korean Society of Precision Engineering Conference
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    • 1995.10a
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    • pp.907-910
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    • 1995
  • Though SLA(Stereolithography Apparatus) is being recognized as an innovative technology, it still can not be used to fully practical applications since it lacks of dimensional accuracy compared to conventional processes. In SLA, the accuracy of cured part depends upon the set of process parmeters. In order to improve the accuracy of SLA, this paper quantitatively evaluates how largely each process parameter of SLA contributes to the part accuracy and estimates the optimal set of process parameter which minimizes the dimensional errors of the test part, "letter-H" part. For this purpose, we use ANOVA(analysis of variance) and S/N(signal-to-noise)ratio of Taguchi method.hi method.

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Optimization of the FDM Parameters Using the Taguchi Method (다구찌방법을 이용한 FDM 파라미터의 최적화)

  • 엄태승;최우천;홍대희
    • Proceedings of the Korean Society of Precision Engineering Conference
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    • 2001.04a
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    • pp.483-486
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    • 2001
  • Rapid Prototyping(RP) has been widely applied in designing and developing processes a new product. The functional requirements of a rapid prototyping system are high speed and high accuracy, and they depend on the operating parameters, some of which can be set by users. The accuracy is evaluated by dimensional errors and form errors of manufactured pars. A specially designed specimen with various features has been used for the accuracy evaluation. According to the Taguchi experimental design techniques, and orthogonal array of experiments has been set which has the least number of experimental runs to find the parametric effects. A laser scanner is used to obtain the point data of the parts and Surfacer is used to determine the lengths and angles. The conditions for the FDM manufacturing parametrs have been found.

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A Study on the effect of cutting parameters in face turning based on the Taguchi method (다구찌 방법에 기초한 단면절삭에서 절삭파라미터 영향에 관한 연구)

  • 장성민;조명우
    • Proceedings of the Korean Society of Machine Tool Engineers Conference
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    • 2003.04a
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    • pp.111-116
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    • 2003
  • In this paper, object of experiment is to study on the effect of cutting parameters to obtain optimal surface toughness in face turning. Surface roughness is significantly important to be high quality of parts produced by turning process. For this purpose, the optimization of cutting parameters for fan Owning operation is investigated applying the Taguchi method. An orthogonal array, signal-to-noise ratio, and the analysis of variance are employed to evaluate effect of cutting parameters fir face turning. Also confirmation tests were performed to make a comparison between the results predicted from the mentioned correlations and the theoretical results. Cutting experiment is performed without cutting fluid using coated tungsten carbide inserts about workpieces of SM45C.

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Study on the Optimal Design of an Intake System Using the Two Microphones Method and the Taguchi Method (두 음향 탐촉자법과 다구찌방법을 이용한 흡기계의 최적설계에 관한 연구)

  • 이종규;박영원;채장범;장한기
    • Transactions of the Korean Society for Noise and Vibration Engineering
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    • v.14 no.2
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    • pp.87-94
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    • 2004
  • In this paper, the experimental design of an intake system was studied using the two microphones method and the taguchi method. The transmission loss was utilized to represent the performance of noise reduction for the intake system which was estimated by measuring sound power at inlet and outlet with two microphones, respectively. Two microphones method used in this paper was followed by wave decomposition theory. The robust designing parameters of an intake system were extracted by adapting a cost function with the taguchi method, which optimized the process. Finally the effectiveness of the propose method was validated with the experimental data.

Optimization of Laser Lithography Micropatterning Technique based on Taguchi Method (다구찌 방법을 이용한 레이저 리소그라피 미세패턴 가공조건의 최적화)

  • Baek, Nam-Guk;Kim, Dae-Eun
    • Journal of the Korean Society for Precision Engineering
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    • v.19 no.7
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    • pp.59-64
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    • 2002
  • Laser lithography technique is useful for fabricating micro-patterns of silicon wafers. In this work, the laser lithography micromachining technique is optimized based on Taguchi method. Sensitivity analysis was performed using laser scanning speed, laser power level, developing time and mixture ratio between developer and Di-water as the parameters. The results show that for the photoresist used in this work, 70${\mu}m$/s scan speed, 50㎽ laser power, 60sec. developing time and 6: 1 mixture ratio gives the best result. This work shows the effectiveness of laser lithography technique in fabricating patterns with a flew micrometer in width.

A Study on the Formability Estimation of Deep Drawing Process by using Taguchi Method (다구찌방법을 이용한 디프드로잉 공정의 가공성평가에 대한 연구)

  • 이병찬;강연식;양동열;문재호
    • Proceedings of the Korean Society of Precision Engineering Conference
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    • 1996.11a
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    • pp.938-942
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    • 1996
  • Despite the increasing demand for improved product design, a limited number of works have been reported in the field of sheet metal forming. In the present study, introducing the Taguchi method, an optimal and robust combination of parameters is found and a data base management system and nomograms are utilized for knowledge acquisition. The developed system is applied to a deep drawing process, Through the present study, it is shown that the developed system is useful for the design and the formability estimation of sheet metal forming processes.

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