• Title/Summary/Keyword: Taguchi Experimental Method

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Optimization of Experimental Parameters for Burr Minimization (버의 최소화를 위한 실험조건 최적화)

  • 이상헌;이성환
    • Proceedings of the Korean Society of Machine Tool Engineers Conference
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    • 2000.10a
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    • pp.225-229
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    • 2000
  • Burrs formed during face milling operations are very hard to characterize like other machining burrs because there are many parameters which affect the cutting process. Many researchers have tried to predict burr characteristics including burr size and shapes with various experimental conditions such as cutting speed, feed rate, in-plane exit angle, number of inserts, etc., but it still remains as a challenging problem for the complicated combination effects between the parameters. In this paper, Taguchi method, which is a systematic optimization application of design and analysis of experiments, is introduced to acquire optimum cutting parameters for burr minimization. Optimized experimental conditions are provided to show the effectiveness of this approach.

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Geometric error Prediction and Grinding Condition Optimization using Taguchi Methods (Taguchi 기법을 이용한 형상오차 예측 및 최적조건 선정)

  • Chi Long-Zhu;Lee Sang-Jin;Kwak Jea-Seob;Ha Man-Kyung;Jun Jae-Uhk
    • Proceedings of the Korean Society of Precision Engineering Conference
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    • 2005.06a
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    • pp.1583-1586
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    • 2005
  • Grinding process is different from other machining processes such as turning, milling and drilling because the cutting edges in a grinding wheel doesn't have uniformity and acts differently on the workpiece at each grinding. This study focus on predicting the geometric error produced during surface grinding and selecting an optimal grinding condition to reduce the geometric error. To achieve the aim, the Taguchi design of experiments was applied and the S/N ratios of each grinding was used for evaluating the results. The predicted quantities by the S/N ratios were compared with the experimental results.

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Measurement of Glass-Silicon Interfacial fracture Toughness and Experimental Evaluation of Anodic Bonding Process based on the Taguchi Method (다구찌 방법에 의한 유리-실리콘 양극접합 계면의 파괴인성치 측정 및 양극접합공정 조건에 따른 접합강도 분석)

  • Kang, Tae-Goo;Cho, Young-Ho
    • Transactions of the Korean Society of Mechanical Engineers A
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    • v.26 no.6
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    • pp.1187-1193
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    • 2002
  • Anodic bonding process has been quantitatively evaluated based on the Taguchi analysis of the interfacial fracture toughness, measured at the interface of anodically bonded silicon-glass bimorphs. A new test specimen with a pre-inserted blade has been devised for interfacial fracture toughness measurement. A set of 81 different anodic bonding conditions has been generated based on the three different conditions for four different process parameters of bonding load, bonding temperature, anodic voltage and voltage supply time. Taguchi method has been used to reduce the number of experiments required for the bonding strength evaluation, thus obtaining nine independent cases out of the 81 possible combinations. The interfacial fracture toughness has been measured for the nine cases in the range of 0.03∼6.12 J/㎡. Among the four process parameters, the bonding temperature causes the most dominant influence to the bonding strength with the influence factor of 67.7%. The influence factors of other process parameters, such as anodic voltage and voltage supply time, bonding load, are evaluated as 18%, 12% and 2.3%, respectively. The maximum bonding strength of 7.23 J/㎡ has been achieved at the bonding temperature of 460$\^{C}$ with the bonding load of 45gf/㎠, the applied voltage of 600v and the voltage supply time of 25minites.

Optimal Design of the Front Upright of Formula Race Car Using Taguchi's Orthogonal Array (다구찌 직교배열법을 이용한 포뮬러 레이스카 전륜 업라이트의 최적설계)

  • Jang, Woon Geun
    • Journal of the Korean Society of Manufacturing Technology Engineers
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    • v.22 no.1
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    • pp.112-118
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    • 2013
  • Formula race car is generally recognized as a vehicle which is optimally designed for on-road race track with the regulations of race host bodies. Especially, the uprights of suspension system decisively have effects on the performance of cornering and stability of race car's driving performance, which are very important factors in the design of race car. This paper is a study of optimal upright design of F1800 grade formula race car which are normally used in professional race circuit in Korea. To design optimally the front upright of F1800 formula race car, Taguchi's orthogonal array, which is known for more useful method than full factorial design experimental method in cost and time, is used with CAE method such as FEM analysis. And the result of this paper shows that Taguchi's orthogonal array employed for this optimal design is very useful for designing the front upright of race car by minimizing its weight as well as keeping its safety factor as enough as designer wants in the view of quality, cost and delivery at the early design step.

The Optimization of Ball End-Milling Parameters on the Surface Roughness of STD61 Steel using the Taguchi Method (Taguchi 방법을 이용한 STD61의 표면거칠기에 대한 볼 엔드 밀링 파라미터 최적화)

  • Ahmed, Farooq;Byeon, Ji Hyeon;Park, Ki Moon;Ko, Tae Jo
    • Journal of the Korean Society of Manufacturing Process Engineers
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    • v.16 no.4
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    • pp.153-158
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    • 2017
  • When considering the proper function and life cycle length of a product, its surface finish plays an important role. This experimental study was carried out to understand the effect of input factors on surface roughness and how it can be minimized by controlling the input parameters. This experimental work was performed by machining the surface of STD 61 blocks with a surface inclined at $30^{\circ}$ by ball end-milling and optimizing the input parameters using the Taguchi technique. Signal-to-Noise (S/N) ratio and analysis of variance (ANOVA) were applied to find the significance of the input parameters. The optimum level of input parameters to minimize surface roughness was obtained.

A study on the optimum molding of plastic pulley using numerical analysis (수치해석을 이용한 플라스틱 풀리 성형품의 최적 성형에 관한 연구)

  • Kim, Kyung-A;Han, Seong-Ryeol
    • Design & Manufacturing
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    • v.14 no.1
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    • pp.30-35
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    • 2020
  • Plastic pulleys used for the purpose of power transmission have to very high roundness characteristics. The roundness of plastic pulleys is influenced by many factors. In this study, the effect of molding conditions on the roundness of pulleys was analyzed using a numerical analysis program. To improve the roundness, molding conditions that minimize the amount of deformation of the pulley were studied through an experimental design method. Among the experimental design methods, the Taguchi method was used, and the main molding conditions affecting the deformation of the pulley were the resin temperature and the holding pressure. It was found that the amount of deformation is reduced by about 2.86% when molding with the optimum molding conditions compared to when the optimum molding conditions are not applied.

Optimized Design of O-Ring using Taguchi Method (다구찌 실험법을 이용한 O-링 형상의 최적설계)

  • Cho Seung Hyun;Kim Chung Kyun;Kim Young Gyu
    • Proceedings of the Korean Society of Tribologists and Lubrication Engineers Conference
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    • 2003.11a
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    • pp.241-247
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    • 2003
  • The sealing performance of O-ring is effected in environments of the O-ring seal, like that applied pressure, working temperature, pre-compressed ratio and materials. In this paper, design of composite O-ring under pressurized, compressed was optimized based on Taguchi experimental design method. and it analysed numerically using non-linear finite element method. Ogden model in which is developed based on the experimental data is used for simulating the contact stress and strain in NBR and PTFE materials. Sensitivity analysis was performed with FEM results, which are contact stress, strain and temperature as variable.

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A Study on the Analysis of Forming Process for Swash-Plate by Using Prepreg (탄소/에폭시 프리프레그를 이용한 스와시 플레이트의 성형공정 해석에 관한 연구)

  • Kim, K.S.;Yoon, H.K.;Shin, J.Y.;Hur, K.D.
    • Transactions of Materials Processing
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    • v.19 no.2
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    • pp.127-131
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    • 2010
  • Carbon-epoxy prepreg has been introduced in the forming of the upper and lower swash plates that control the pitch of rotor blade of unmanned helicopter because of its lightweight. Taguchi experimental method has been used by introducing the variables such as arrangement angle, laminated number and forming temperature, in order to obtain the proper forming method by using prepreg satisfying the required strength of the swash plate. In the evaluation of structural safety for the swash plates, three kinds of models are considered by using FE-analysis. In comparison of the hot forged products with Al6061-T6 and the formed products with prepreg, it was found that ultimate tensile strength of the products with prepreg is three times higher than that of the Al6061-T6, and the weight reduction of 68.5g can be achieved by using prepreg swash plates.

Taguchi Parameter Design for the Fabrication Process of Anisotropic NdFeB Magnet by Single Stroke Hot Deformation

  • Ying Li;Kim, Y. B.;Wang, Lin-shan;Kim, M. J.;M. S. Song;J. H. Yang;D. S. Suhr;Kim, T. K;Kim, C. O.
    • Journal of Magnetics
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    • v.5 no.3
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    • pp.106-109
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    • 2000
  • The single stroke hot deformation is a simple method fur the fabrication of anisotropic NdFeB magnets. In order to obtain the optimum conditions, Taguchi method of experimental design was applied in this work. The optimum conditions obtained on the basis of coercivity in Taguchi analysis was a little different from those of remanence and maximum energy Product. The contribution of each factor to magnetic Properties was calculated in detail.

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Optimizing the Process Parameters of EDM on SCM440 Steel (SCM440강의 방전가공에서 공정변수의 최적화)

  • Choi, Man Sung
    • Journal of the Semiconductor & Display Technology
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    • v.17 no.2
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    • pp.61-66
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    • 2018
  • The objective of this research study is to investigate the optimal process parameters of electrical discharge machining (EDM) on SCM440 steel with copper as a tool electrode. The effect of various process parameters on machining performance is investigated in this study. Modern ED machinery is capable of machining geometrically complex or hard material components, that are precise and difficult-to-machine such as heat treated tool steels, composites, super alloys, ceramics, etc. This paper reports the results of an experimental investigation by Taguchi method carried out to study the effects of machining parameters on material surface roughness in electric discharge machining of SCM440 steel. To predict the optimal condition, the experiments are conducted by using Taguchi's L27 orthogonal array. The work material was ED machined with copper electrodes by varying the pulsed current, pulse on-time, voltage, servo speed and spark speed. Investigations indicate that the surface roughness is strongly depend on pulsed current.