• Title/Summary/Keyword: Taguchi experiment

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Prediction and Detection of Tool Wear and Fracture in Machining (절삭시 발생하는 공구마멸의 예측 및 파괴의 검출에 관한 연구)

  • 김영태;고정한;박철우;이상조
    • Journal of the Korean Society for Precision Engineering
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    • v.15 no.8
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    • pp.116-125
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    • 1998
  • In this paper, main target is to select parameters for prediction of tool wear and detection of tool fracture. The research about choosing parameter for prediction of tool wear is done by using force ratios. Also current sensor, tool-dynamometer, and accelerometer are used for researching detection method of tool fracture. Experiment is done using Taguchi's method in medium machining conditions. Parameter which is best for prediction of tool wear and detection of tool fracture by deviation analysis is selected. In this paper, tool wear means flank wear.

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The Optimal Selection of Cutting Parameters in Turning Operation

  • Hong, Min-Sung;Lian, Zhe-Man
    • Proceedings of the Korean Society of Machine Tool Engineers Conference
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    • 2000.10a
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    • pp.242-248
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    • 2000
  • This paper has focused on the optimization of the cutting parameters for turning operation based on the Taguchi method. Four cutting parameters, namely, cutting speed, feed, depth of cut and nose radius are optimized with consideration of the surface roughness. The design and analysis of experiments are conducted to study the performance characteristic. The effects of these parameters on the surface roughness have been investigated using the signal-to-noise (S/N) ratio, analysis of variance (ANOVA). The experiments have been peformed using coated tungsten carbide inserts without any cutting fluid. Experimental results illustrate the effectiveness of this approach.

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Manufacturing Parameters Affecting Physical Properties and Tribological Behavior of Brake Linings (마찰재의 물성 및 트라이볼로지 특성에 영향을 미치는 주요 성형인자)

  • Kim, Seong-Jin;Kim, Kwang-Seok;Jang, Ho
    • Tribology and Lubricants
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    • v.18 no.2
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    • pp.127-132
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    • 2002
  • The Taguchi method, a robust experimental design, was used to optimize manufacturing parameters of a brake lining during hot pressing and heat treatment. A friction material containing 15 ingredients was employed fur this experiment and friction and wear tests were carried out by using a pad-on-disk type tribotester. Sixteen brake linings with different manufacturing conditions were examined according to a parameter design. From the results of the signal-to-noise (S/N) ratio and the analysis of variance (ANOVA), the cause and effect of the manufacturing parameters on physical properties (hardness and porosity) and friction and wear characteristics of brake linings was obtained.

The Optimal Parameter Decision of$\beta$ carotene Mass Production Using Taguchi Method (다구찌 방법을 이용한 $\beta$-carotene 대량생산의 최적환경 조건 결정)

  • 조용욱;박명규
    • Journal of the Korea Safety Management & Science
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    • v.2 no.3
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    • pp.27-36
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    • 2000
  • The Robust Design method uses a mathematical tool called orthogonal arrays to study a large number of decision variables with a small number of experiments. It also uses a new measure of quality, called signal-to-noise (S/N) ratio, to predict the quality from the customer's perspective. Thus, the most economical product and process design from both manufacturing and customers' viewpoints can be accomplished at the smallest, affordable development cost. Many companies, big and small, high-tech and low-tech, have found the Robust Design method valuable in making high-quality products available to customers at a low competitive price while still maintaining an acceptable profit margin. 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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An Optimal Parameter Design of Polyacetal Resin Cutting Experiment Using Taguchi Method (다구찌 방법을 이용한 폴리아세탈 수지 절삭조건 결정)

  • 조용욱;박명규;김희남
    • Journal of the Korea Safety Management & Science
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    • v.3 no.1
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    • pp.117-125
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    • 2001
  • Polyacetal resin is usually used to make molds, but it is difficult to achieve dimension accuracy during molding. Therefore it is usually necessary to cut the polyacetal resin after a molding process. Polyacetal resin is easily machining by standard machine tool. Acetal is also a thermal stable material which can be totted without coolant Another concern about the use of polyacetal resin is that it absorbs water easily, which also results in problems with dimension accuracy Therefore, in this study, the cutting resistance of water-absorbed polyacetal resin and its surface roughness after cutting in order to achieve the highest degree of accuracy in the cutting of polyacetal resin were investigated. Also, The Robust Design method uses a mathematical tool called orthogonal arrays to study a large number of decision variables with a small number of experiments. It also uses a new measure of quality, called signal-to-noise (S/N) ratio, to predict the quality from the customer's perspective. Thus, 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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Optimal Design of the 6th Generation LCD Glass Using the Taguchi Method (다구치 실험 계획법을 이용한 6세대 LCD Glass의 최적설계)

  • Cho, Woong;Song, Chun-Sam;Kim, Jong-Hyeong
    • Transactions of the Korean Society of Machine Tool Engineers
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    • v.17 no.2
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    • pp.104-109
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    • 2008
  • Nowadays, the researches for improving LCD manufacturing process and reducing cost are getting accelerated and additionally new types of process are widely developed. In this situation, APEM(Anti Photo Exposure Method) which does not need photo-lithography is realized as one of possible alternative of LCD process. APEM makes LCD pattern by stamping and it can reduce the process cost and process time because of its simplicity. But optical alignment between pattern glass and target glass is very critical fact to realize the precise patterns. So, the analysis of deflection of large size of glass is carried out and design of experiment method is applied for optimal design of jig.

A Study on Manufacturing of Plastic Injection Mold for Warpage Characteristics of Mobile Phone Cover (모바일폰 커버의 휨특성 평가를 위한 금형 제작에 관한 연구)

  • Kim M. Y.;Lee S. H.;Kwon C. O.;Kim O. R.
    • Proceedings of the Korean Society for Technology of Plasticity Conference
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    • 2005.09a
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    • pp.126-131
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    • 2005
  • In the present study, warpage characteristics of mobile phone cover through injection molding process were investigated by using design of experiments. Warpage in plastic injection molding process has a significant effect on quality of product. Effects of injection time, packing pressure, packing time, mold temperature ana melt temperature on warpage of mobile phone cover were considered by CAE analysis and experiment with Taguchi method. The degree of warpage for the injection molded product was measured by using three dimensional CMM. It was shown that temperature parameter has more significant effect on the warpage of mobile phone cover than pressure parameter.

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Optimization of Process Variables of Shape Drawing for Steering Spline Shaft (조향장치용 스플라인 샤프트 이형인발 공정변수 최적화)

  • Lee, S.K.;Kim, S.M.;Lee, S.B.;Kim, B.M.
    • Transactions of Materials Processing
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    • v.19 no.2
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    • pp.132-137
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    • 2010
  • In the multi-pass shape drawing process, the appropriate process design is very important to produce sound products. The reduction ratio, die angle, and the intermediate die shape are very important process variable of the multi-pass shape drawing. The aim of this study is the determination of the reduction ratio, die angle, and the intermediate die shape of the 2 pass shape drawing process for producing steering spline shaft. In this study, FE analysis, Taguchi method, and ANN(artificial neural network) were applied to determine the appropriate reduction ratio, die angle, and intermediate die shape. After the determination of the process variables, FE analysis and drawing experiment were performed to evaluate the effectiveness of the determined process variables. The dimensional accuracy of the final drawn spline shaft was evaluated by using 3D surface profiler and 3D laser digitizing system.

Effects of the Welding Parameters on the Weld Shape in Nd:YAG Laser Welding of STS 304L (STS 304L의 Nd:YAG 레이저 용접에서 용접조건이 용접부 형상에 미치는 영향)

  • 이형근;석한길;한현수;박울재;홍순복
    • Journal of Welding and Joining
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    • v.22 no.1
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    • pp.58-64
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    • 2004
  • The control of the weld bead shape is important in laser welding of the small parts. The effects of laser welding parameters on the weld bead shape in the pulsed Nd:YAG laser welding of STS 304L material were investigated. Shielding gas type, flow rate, pumping voltage, pulse frequency, pulse width, focal position and overlap distance were selected as laser welding parameters. Experiments were designed and conducted using the Taguchi method which was a statistical experimental method. The weld bead width, penetration, area and aspect ratio were measured and analysed as the weld bead shape properties and the welding parameters were optimized to maximize the weld aspect ratio. Weld aspect ratio were greatly affected by the pulse width, pumping voltage and pulse frequency, and somewhat by the overlap distance, and little by the shielding gas type, flow rate and focal position. A confirmation experiment were conducted using the optimized welding parameters.

Optimized Design of Variable Viewing Angle Display Using Design of Experiment (실험계획법을 이용한 시야각 변환 디스플레이의 최적 설계)

  • Park, Ki-Jong;Kim, Tae-Hyeon;Park, Woo-Sang
    • Journal of the Korean Institute of Electrical and Electronic Material Engineers
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    • v.32 no.2
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    • pp.141-146
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    • 2019
  • Non-emissive LCDs need a backlight, and have difficulty implementing wide viewing angles due to differences in phase retardation depending on the behavior of the liquid crystals. Although wide viewing angles are good characteristics for devices such as TVs, they are not good for mobile devices. In this paper, we propose ways to design diffusers with ELC lenses to achieve wide and narrow viewing angles depending on the circumstances. A study was conducted on optimizing the design of a liquid lens diffuser with the same light as that for an OLED, by extracting design factors that affect the performance of the diffuser and applying the Taguchi method to them.