• Title/Summary/Keyword: Taguchi Orthogonal Array

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A study on the Robust Control Cain Selection Scheme of a High-Speed/High-Accuracy position Control System using Taguchi Method (다꾸지 방법을 이용한 고속/정밀 위치제어시스템의 강인한 제어게인 선정에 관한 연구)

  • 신호준;채호철;윤석찬;장진희;한창수
    • Proceedings of the Korean Society of Machine Tool Engineers Conference
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    • 2002.04a
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    • pp.521-527
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    • 2002
  • This paper presents a dynamic modeling and a robust PID controller design process for the wire bonder head assembly. For the modeling elements, the system is divided into electrical system, magnetic system, and mechanical system. Each system is modeled by using the bond graph method. The PID controller is used for high speed/high accuracy position control of the wire bonder assembly. The Taguchi method is used to evaluate the more robust PID gain combinations than conventional one. This study makes use of an L18 array with three parameters varied on three levels. Computer simulations and experimental results show that the designed PID controller provides more improved signal to noise ratio and reduced sensitivity than the conventional PID controller.

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A Study on the PID Control Gain Selection Scheme of a High-Speed/High-Accuracy position Control System using Taguchi Method (다구찌 방법을 이용한 고속/정밀 위치제어시스템의 PID 제어게인 선정에 관한 연구)

  • 신호준;채호철;한창수
    • Journal of the Semiconductor & Display Technology
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    • v.1 no.1
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    • pp.21-28
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    • 2002
  • This paper presents a dynamic modeling and a robust PID controller design process for the wire bonder head assembly. For modeling elements, the system is divided into electrical part, magnetic part, and mechanical part. Each part is modeled using the bond graph method. The PID controller is used for high speed/high accuracy position control of the wire bonder assembly. The Taguchi method is used to obtain the more robust PID gain combinations than conventional one. This study makes use of an L18 array with three parameters varied on three levels. Results of simulations and experimental show that the designed PID controller provides a improved ratio of signal to noise and a reduced sensitivity improved to the conventional PID controller.

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Application of Mahalanobis Taguchi System for Analysis of Multivariate System (Mahalanobis Taguchi System을 이용한 다변량 시스템의 해석에 관한 연구)

  • Hong, Jeong-Eui;Kim, Yong-Beom
    • Proceedings of the Safety Management and Science Conference
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    • 2005.11a
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    • pp.300-310
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    • 2005
  • Mahalanobis Taguchi System (MTS) is developed by Genishi Taguchi as a part of his quality engineering methodology. The basic idea of Taguchi's quality engineering is looking for the way of effectiveness of analyzing multivariate system. In the MTS, with the standardized variables of healthy normal data, Mahalanobis Distance(MD) calculated and that can be discriminate between normal and abnormal objects. If this discrimination process is successful, next step is optimization which is try to reduce number of attributes by neglecting less effective attributes to MD. Orthogonal Array (OA) and Signal to Noise ratio (S/N) are used to evaluate the amount contribution of each attribute to the MD. Wisconsin Breast Cancer study, from machining learning repository at University of California at Irvine, used for examining the discriminant ability of MTS.

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A Study on Simultaneous Optimization for Robust Design

  • Kwon, Yong-Man
    • 한국데이터정보과학회:학술대회논문집
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    • 2001.10a
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    • pp.44-55
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    • 2001
  • In the Taguchi parameter design, the product-array approach using orthogonal arrays is mainly used. However, it often requires an excessive number of experiments. An alternative approach, which is called the combined-array approach, was suggested by Welch et. al. (1990) and studied by others. In these studies, only single response variable was considered. We propose how to simultaneously optimize multiple responses when there are correlations among responses, and when we use the combined-array approach to assign control and noise factors.

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

  • 김진욱;박명규;김용범;김복만;조용욱
    • Journal of Korean Society of Industrial and Systems Engineering
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    • v.20 no.41
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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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A Optimal Parameter Design of Polyacetal Resin Cutting Experiment Using Taguchi Method (다구찌 방법을 이용한 폴리아세탈 수지 절삭조건 결정)

  • 이재원;이경록;박명규
    • Proceedings of the Safety Management and Science Conference
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    • 2000.05a
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    • pp.265-273
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    • 2000
  • A study to analyze and solve problems of polyacetal resin cutting 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/H ratio.

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

  • 강지호;조용욱;박명규
    • Journal of the Korea Safety Management & Science
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    • v.5 no.1
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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.

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

  • 홍석묵;조용욱;박명규
    • Journal of Korean Society of Industrial and Systems Engineering
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    • v.24 no.67
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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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A Study on the Switching Induction Noise Stability time of Al wiring Duct Using Taguchi Method (다구찌 방법을 이용한 알루미늄 배선덕트의 스위칭 유도노이즈 안정시간에 관한 연구)

  • 홍석묵;조용욱;박명규
    • Journal of the Korea Safety Management & Science
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    • v.4 no.2
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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.

The Parameter Optimization Decision of Surface Roughness Using Taguchi Method (다구찌 방법을 이용한 표면거칠기의 최적조건 결정 (사례연구 중심으로))

  • 조용욱;박명규
    • Journal of Korean Society of Industrial and Systems Engineering
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    • v.21 no.46
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    • pp.221-227
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    • 1998
  • A study to analyze and solve problems of rotor metal cutting experiment has presented in this paper. We have taken Taguchi's parameter design approch, 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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