• Title/Summary/Keyword: taguchi method

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Experimental study for the process conditions of abrasive jet machining by Taguchi method (Taguchi 실험계획법을 이용한 미세입자 분사가공조건 획득에 관한 연구)

  • 박동진;이인환;고태조;김희술
    • Proceedings of the Korean Society of Precision Engineering Conference
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    • 2004.10a
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    • pp.379-382
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    • 2004
  • Abrasive jet machining (AJM) has a large number of parameters such as powder flow rate, air pressure, diameter of abrasive, stand off distance, material hardness and fracture toughness, etc. It is not easy matter to control those parameter. To achieve high accurate machining, in this study, Taguchi method was used to select process parameters. The objective of the optimization was to get higher material removal rate (MRR). From the experiments and analysis, some process parameters were found to make efficient machining.

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A Selection of the Optimal Working Condition for an Outer-hull Preprocessing Robot Using a Taguchi Method (다구찌 방법을 이용한 선체 외판 전처리 로봇의 최적 작업 조건 선정)

  • Chung Won-Jee;Kim Ki-Jung;Kim Hyo-Gon;Kim Jung-Hyun;Kim Ho-Kyung;Lee Hun-Dong
    • Transactions of the Korean Society of Machine Tool Engineers
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    • v.15 no.4
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    • pp.69-73
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    • 2006
  • This paper present the optimal cleaning condition of the out-hull preprocessing robot by Taguchi method in design of experiments. A $L_8(2^4)$ orthogonal array is adopted to study the effect of adjustment parameters. The adjustment parameters consist of robot speed, motor torque, motor speed and tool angle. And the quality feature is selected as surface roughness of sheet metal. Taguchi analysis is performed in order to evaluate the effect of adjustment parameters of the quality feature of cleaning process by $Minitab^{(R)}$.

A study on the optimized bead geometry using Taguchi method (Taguchi 방법을 이용하여 최적의 비드형상 예측에 관한 연구)

  • ;;;;Yu Xye
    • Proceedings of the KWS Conference
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    • 2003.11a
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    • pp.169-171
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    • 2003
  • In this paper, the prediction for the optimized bead geometry such as bead width, height, penetration and bead area in the Gas Metal Arc (GMA) welding with Taguchi method is presented. An orthogonal array, and the Signal-to-Noise (S/N) ratio employed to investigate the welding quality characteristics together in the selection of process parameters in the GMA welding process, to analyze the effect of each process parameter on the bead geometry and to finally determine the process parameters with the optimal bead geometry. Experimental results fi-om this research show that the Taguchi method provides an effective tool to enhance the accuracy of the optimized bead geometry.

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Optimal Design of Rotor Pole of BLDC Motor Using Taguchi Method and FEM (Taguchi 방법과 FEM을 이용한 BLDC 전동기 회전자 자극의 최적설계)

  • Kim, J.H.;Lee, H.K.;Kwon, Y.A.
    • Proceedings of the KIEE Conference
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    • 2002.04a
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    • pp.40-42
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    • 2002
  • This paper presents the optimal design of BLDC motor keeping the average torque and cogging toruqe of the initial model while minimizing the volume of magnet pole by FEM and Taguchi method. Experimental tests are performed by Finite element method, and the second order polynomial equations are obtained from FEM results due to design parameter variation referred to orthogonal arrays by Taguchi. The presented optimization shows a big reduction of computation time and a largely reduced volume of magnet pole.

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The Inlet Shape Optimization of Aftertreatment System for Diesel Engine with Taguchi Method (다꾸치 방법을 이용한 디젤엔진용 후처리시스템의 입구부 형상 최적화)

  • Jung, Jong-Hwa;Kim, Jong-Hag;Kim, Sang-Ho
    • Transactions of the Korean Society of Automotive Engineers
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    • v.20 no.5
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    • pp.145-151
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    • 2012
  • New design of catalytic converter is proposed by optimization of DFSS (Design For Six Sigma) and DOE (Design Of Experiment) method which is based on taguchi matrix. As a result of the optimization of design of catalytic converter, this paper classifies Exhaust-downpipe shapes with 3 parameters to increase flow velocity uniformity of front catalytic substrate face from CFD results. after finishing with L9 Taguchi test matrix, it can be found the main effect of each design parameter of concept model, and optimal design level. in conclusion, it can be increase flow uniformity from 0.60 upto 0.80 with optimal diffuser shape for Turbo-charger.

The Determination of Control Limit and Testing Interval in the On-Line Quality Control of Taguchi Method (Taguchi Method의 On-Line Quality control에 있어서 관리한계 및 검사간격 결정에 대한 연구)

  • Kim, Uk-Il;Gang, Chang-Uk
    • Journal of Korean Society for Quality Management
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    • v.20 no.2
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    • pp.11-20
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    • 1992
  • We discuss the feed back control of the on-line QC in the Taguchi method. Taguchi(1982) used the assumptions that the quality characteristics follow an uniform distribution and the Brownian motion to draw the loss function and proposed ${\Delta}/3$ or ${\Delta}$ for the initial control limit. Adams and Woodall(1989) also proposed a different procedure but using the same loss function. We propose, in this paper the new loss function under the assumption of mainly Brownian motion and compare the results with the results of the above.

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Prediction on the Efficiency of Coated Tool Using Taguchi Design and Neural Network (다꾸지 기법 및 신경망을 이용하여 코팅공구의 성능예측 연구)

  • Choi Gwang Jin;Lee Wi Ro;Choi Suk Woo;Paik Young Nam
    • Journal of the Korean institute of surface engineering
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    • v.36 no.3
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    • pp.284-289
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    • 2003
  • In this study, the prediction on the quality of tools after coating process has been investigated. Under different coating conditions, cutting resistances have been obtained and analyzed with a tool dynamometer to provide optimized coating conditions. The optimized coating conditions Lhave been computed with the most effective factors found by S/N ratio of Taguchi method. To evaluate the influence of the factors on cutting efficiency through the minimum of number of experiment times, the way of neural network design using Taguchi method has been employed.

Optimization of Process Parameters for EDM using Taguchi Design (Taguchi법에 의한 방전가공의 공정변수 최적화)

  • Choi, Man Sung
    • Journal of the Semiconductor & Display Technology
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    • v.14 no.4
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    • pp.78-83
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    • 2015
  • The method of electrical discharge machining (EDM), one of the processing methods based on non-traditional manufacturing procedures, is gaining increased popularity, since it does not require cutting tools and allows machining involving hard, brittle, thin and complex geometry. 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 SM45C. The work material was ED machined with graphite and copper electrodes by varying the pulsed current, voltage and pulse time. Investigations indicate that the surface roughness is strongly depend on pulsed current.

Performance Optimization of a Fully Hydraulic Breaker using Taguchi Method (Taguchi 방법을 이용한 순수 유압식 브레이커의 성능 최적화)

  • Kwak, K.S.;Chang, H.W.
    • Transactions of The Korea Fluid Power Systems Society
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    • v.5 no.3
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    • pp.1-8
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    • 2008
  • The optimal design of a large-size fully hydraulic breaker is studied in this paper. Mathematical modeling of the breaker is established and verified by experiments. Through sensitivity analysis, the key design parameters of the breaker are selected, which mostly affect the performance of the breaker. Taguchi method is used to optimize the key design parameters in order to maximize the output power through simulation using AMESim. As a result, the impact energy is increased by 18.9% and the output power is increased by 12.4% compared with the current design. The pressure pulsation in the supply line is also reduced by the optimization.

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