• Title/Summary/Keyword: Taguchi's method

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Development of a Practical Method to Optimize Two-Quality Characteristics in Injection Molded Parts (사출 성형품의 두 품질특성 최적화를 위한 실용적 방법의 개발)

  • Park, Jong-Cheon;Cha, Jae-Ho
    • Journal of the Korean Society of Manufacturing Process Engineers
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    • v.14 no.6
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    • pp.90-97
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    • 2015
  • Optimization of multi-quality characteristics in injection molded parts is very important, but it is sometimes difficult for part/mold designers. The objective of this study is to develop a practical design methodology for optimizing two-quality characteristics of injection molded parts. To attain this end, we developed a new design-range reduction algorithm based on Taguchi's orthogonal arrays for two characteristics. Then, the algorithm was integrated with commercial injection-molding simulation tools. A feature of the proposed methodology is that it allows field-designers unfamiliar with general optimization methods to be able to apply the methodology to their design problems with ease. Finally, we have applied the proposed design methodology to optimization of weldlines and deflections in an actual bezel model. The results show the usefulness of this methodology.

Selection of chip breaker based on the experiment (실험적 방법에 기초한 칩브레이크 선정)

  • 전준용;허만성;김희술
    • Proceedings of the Korean Society of Precision Engineering Conference
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    • 1995.10a
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    • pp.271-275
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    • 1995
  • Chip control is a major problem in automatic machining process, especially in finish operation. Chip breaker is one of the important factors to be determined for the scheme of chip control. As unbroken chips are grown, there deteriorate quality of the surface roughness and process automation can be carried out. In this study, to get rid of chip curling problem while turning internal hole, optimal chip breaker is selected form the experiment. The experiment is planned with Taguchi's method that is based on the orthogonal arrary of design factor. From the respose table, cutting speed, feedrate, depth of cut, and tool geometry are major factors affecting chip formation. Then, optmal chip breaker is selected and this is verified good enough for chip control from the experiment.

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An Experimental Study on the Transcription Characteristics of Injection-Molded Micro Channel (마이크로채널 전사성 향상을 위한 사출성형공정 최적화 기초연구)

  • Kim, J.S.;Ko, Y.B.;Min, I.K.;Yu, J.W.;Kim, J.D.;Yoon, K.H.;Hwang, C.J.
    • Transactions of Materials Processing
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    • v.15 no.9 s.90
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    • pp.692-696
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    • 2006
  • Micro fabrication of polymeric materials becomes increasingly important. And it is considered as a low-cost alternative to the silicon or glass-based Micro Electro-Mechanical System(MEMS) technologies. In the present study, micro channels were fabricated via LiGA(Lithographie, Galvanoformung, Abformung) process used for Capillary Electrophoresis(CE) chip. Taguchi method was applied to investigate the effects of process conditions in injection molding(melt temperature, injection speed, mold temperature and packing pressure) on the transcription characteristics of the micro channel. It was found that the skin layer disturbs a formation of micro channel. Furthermore, mold temperature and injection speed were two important factors to affect the replication characteristics of micro channel.

The Effects of Processing Variables on Gas Penetration in Gas-Assisted Powder Injection Molding(GAPIM) (가스분말사출성형에서 공정조건 변화가 중공부 형성에 미치는 영향)

  • Kim, D.H.;Park, H.P.;Lee, K.H.;Cha, B.S.;Choi, J.H.;Rhee, B.O.;Tovar, Jorge A.
    • Transactions of Materials Processing
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    • v.21 no.2
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    • pp.107-112
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    • 2012
  • Gas-assisted injection molding(GAIM) produces parts with hollow internal sections. The technique offers benefits to powder injection molding(PIM), with lower material usage and reduced time for de-binding processes. In this study, the effects of processing parameters on gas penetration length of gas-assisted powder injection molding(GAPIM) were investigated for SUS316L stainless steel powder feedstock. Experiments were planned based on the Taguchi method, involving processing variables such as melt temperature, shot size, gas pressure, and gas delay time. The most significant parameters affecting gas penetration length were gas delay time and shot size, while the effects of melt temperature and gas pressure was relatively insignificant.

Design of Screening Inspection in a Multi-Stage Manufacturing Systems (다공정 제조시스템에서의 전수검사에 관한 연구)

  • 박영현;이창호
    • Journal of Korean Society for Quality Management
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    • v.25 no.1
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    • pp.1-16
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    • 1997
  • In this paper, we illustrate how to design screening inspections for minimizing a total quality costs in a multi-stage manufacturing systems. The total quality cost model consists of inspection costs, internal failure costs, external failure costs, and Taguchi's loss function. Although, the use of automatic test equipment such as machnie vision and CMM has greatly increased inspection speed and accuracy, screeing(100% inspection) could be considered only as a short-term method to remove nonconforming items from a population, not for a long-term quality improvement. However, screeing should be used for certain situations such as before costly operations and after unsatisfied operations. This paper ends with an example that demonstrates the usefulness of the model.

Study on the Optimum Injection Molding Technology for Transformer (절연변압기의 최적사출성형기술)

  • Kim O.R.;Lee S.Y.;Kim Y.G.
    • Proceedings of the Korean Society of Precision Engineering Conference
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    • 2006.05a
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    • pp.577-578
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    • 2006
  • In this paper, the rubber behavior was calculated for obtaining the optimal process condition which is for producing a transformer with a given performance. This study was carried out using the computer simulation of injection mold filling and packing simulations. In order to remove the crack of product, proper locations of the runner and cooling system configurations could be determined. Based on these results, the transformer is developed by injection molding and guidelines of part design, mold design and processing conditions are established. Finally, the cast savings, cycle time reduce and improvement of productivity will be obtained.

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The Parameter Design of Multiple Characteristics with Engineer's Opinions (전문가 의견을 고려한 다특성치 파라미터 설계에 관한 연구)

  • Cho, Yong-Wook;Park, Myeong-Kyu
    • Journal of Korean Society for Quality Management
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    • v.27 no.2
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    • pp.218-236
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    • 1999
  • The purpose of parameter design is to determine optimal settings of design parameters of a product or a process such that the performance characteristics of a product exhibit small variabilities around their target values. Taguchi made significant contributions in this area. However, his analysis of the problem focused on only one performance characteristic or response, although in product and process design, multiple characteristics are more common. The critical problem in dealing with multiple characteristics is how to compromise the conflict among the selected levels of the design parameters for each individual characteristic. In this paper, Methodology using SN ratio optimized by univariate technique is proposed and a parameter design procedure to achieve the optimal balance among several different response variables is developed. Existing case studies are solved by the proposed method and the results are compared with ones by the sum of SN ratios, the expected weighted loss, the desirability function, and EXTOPSIS model.

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A Study on the Parameter Design of Multiple Characteristics Considering Characteristical Importance (특성치 중요도를 고려한 다중특성치 파라미터 설계에 관한 연구)

  • 김용범;조용욱;김우열
    • Journal of the military operations research society of Korea
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    • v.25 no.2
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    • pp.62-72
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    • 1999
  • Taguchi´s parameter design is to determine the optimal settings of design parameters of a product or a process such that the characteristics of a product exhibit small variabilities around their targer values. His analysis of the problem has focused only on a single characteristic or response. However the quality of most products is seldom defined by a characteristic, and is rather the composite of a great number of characteristics which are often interrelated and nearly always measured in a variety of units. The critical problem in dealing with multiple characteristics is how to compromise the conflict among the selected levels of the design parameters for each individual characteristic. In this paper, Methodology using SN ratio optimized by unvariate technique is proposed and a parameter design procedure to achieve the optimal compromise among several different response variables is developed. One existing case study is solved by the proposed method and the results are compared with ones by the sum of SN ratios, the expected weighted loss, the desirability functions, and EXTOPSIS model.

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A Study on the Methodology of The Parameter Design of Multiple Characteristics (다특성치 파라미터 설계에 관한 방법론 연구(사례 연구 중심으로))

  • 조용욱;박명규
    • Journal of Korean Society of Industrial and Systems Engineering
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    • v.22 no.50
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    • pp.171-181
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    • 1999
  • Taguchi's robust design methodology has focus only a single characteristic or response, but the quality of most products is seldom defined by a characteristics, and is rather the composite of a family of characteristics which are often interrelated and nearly always measured in a variety of units. The multiple characteristics problem is how to compromise the conflicts among the selected levels of the design parameters for each individual characteristic. In this paper, Methodology using SN ratio optimized by univariate technique is proposed and a parameter design procedure to achive the optimal compromise among several different response variables is developed. One new case studies are solved by the proposed method and the results are compared with ones by the sum of SN ratios, the expected weighted loss, the desirability function, and EXTOPSIS model.

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A Study on the Robust Minimization of Warpage in Injection-Molded Part via the Optimal Design of Rib Geometry and Process Conditions (리브 형상과 공정조건의 최적설계에 의한 사출제품 휨의 안정적 최소화에 관한 연구)

  • Park, Jong-Cheon;Kim, Kyung-Mo;Lee, Jong-Chan;Koo, Bon-Heung
    • Journal of the Korean Society of Manufacturing Process Engineers
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    • v.8 no.3
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    • pp.90-97
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    • 2009
  • In the study, a design methodology for robust minimization of a warpage in injection-molded part is presented. Taguchi's parameter design method is integrated with a computer simulation tool for injection molding to search for best design with robustness against the process variability by noises. The proposed methodology is based on a two-stage process: (1) reducing a warpage in the part by optimizing the part geometry including the layout and size of ribs, and (2) additionally minimizing the warpage by optimizing process conditions. An example is used to illustrate the usefulness of the design methodology.

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