• Title/Summary/Keyword: Taguchi experiment

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Analysis of the Edge Sealing Strength for Vacuum Glass Panel Using Design of Experiment (실험계획법을 이용한 진공유리 패널 모서리 용융 접합 강도실험 분석)

  • Kim, Seung-Jong;Jeon, Euy-Sik
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.15 no.4
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    • pp.1819-1824
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    • 2014
  • The vacuum-glazing panel is a panel that keeps two glasses completely sealed in a vacuum condition. It is the high function insulation material of having the wall level minimizing the heat loss by the conduction and convection heat transmission coefficient. The edge sealing is a very important process of vacuum glass on the strength, thickness and air tightness. In this study, by using the hydrogen mixture gas torch, two sheets of glass was sealing in the furnace. The thickness and strength of the glass according to the process parameters is measurement and analysis, and predicting the edge sealing strength of glass by using taguchi method of experiment. We verified the validity of the experiment by checking the error rate through additional experiment.

Synthesis of nano-crystalline slaked lime using design of experiment (실험계획법을 이용한 나노 결정 소석회 합성)

  • Kim, Jin-Seong;Kim, Jung-Woo;Lee, Hee-Soo;Kim, Yong-Nam;Shin, Hyun-Gyoo;Kim, Hwan
    • Journal of the Korean Crystal Growth and Crystal Technology
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    • v.18 no.4
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    • pp.174-178
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    • 2008
  • Nano-crystalline slaked lime was synthesized using design of experiment. In order to synthesize slaked lime, calcium chloride $(CaCl_2)$ and urea were used as starting materials. Calcium chloride solution and urea solution were mixed and heated in vessel that calcium carbonate was precipitated during heating. Precipitates were filtered, washed several times using D.I.water and ethanol and finally dried in oven. Slaked lime $(Ca(OH)_2)$ has been fabricated by the hydration of calcined $CaCO_3$. Design of experiment (Taguchi method) was used to optimize parameter, to minimize noise factors of experiment and to statistically analyze the results. Slaked lime having about 50 nm in optimized crystallite size could be obtained by calcination of $CaCO_3$ at $1000^{\circ}C$ for 0.5 h and hydration with D.I water containing ethanol and oxalic acid.

A study on the cold heading process design optimization by taguchi method (다구찌법을 활용한 헤딩공정설계 최적화 연구)

  • Joon Hwang;Jin-Hwan Won
    • Journal of the Korean Crystal Growth and Crystal Technology
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    • v.33 no.6
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    • pp.216-225
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    • 2023
  • This paper describes the finite element analysis and die design change of cold heading punching process to increase the cold forging tool life and reduce the tool wear and stress concentration. Through this study, the optimization of punch tool design has been studied by an analysis of tool stress and wear distribution to improve the tool life. Plastic deformation analysis was carried out in order to understand the cold heading process between tool and workpiece stress distribution. Cold heading punch die design was set up to each process with different four types analysis progressing, the cold heading punch dies shapes with combination of point angle and punch edge corner radius shapes of cold forging dies, punch die material properties and frictional coefficient. The design parameters of point angle and corner radius of punch die geometry, die material properties and frictional coefficient were selected to apply optimization with the DoE (design of experiment) and Taguchi method. DoE and Taguchi method was performed to optimize the cold heading punch die design parameters optimization for bolt head cold forging process, it was possible to expect an reduce the cold heading punch die wear to the 37 % compared with current using cold heading punch in the shop floor.

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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A Case study of an optimal design with structured sampling and simulation

  • Park, Hongjoon;Youngcook Jun
    • 제어로봇시스템학회:학술대회논문집
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    • 2002.10a
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    • pp.46.4-46
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    • 2002
  • This study was motivated how it might be possible to validate structured sampling with orthogonal array for optimal design of a pin. The Taguchi method by orthogonal array, one of the structured sampling methods, has much advantage that is row cost and time saving for experiments. But this method has been applied in limited areas especially for mechanical problems. In this study, we experimented whether the structured sampling is useful for applying optimal design of mechanical elements. For the experiment, we first set up a mechanical problem which was related to determining optimal parameters associated a pin's crack occurred inside a hole. We, then, calculated combination of...

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A Study on the Optimization of IR Laser Flip-chip Bonding Process Using Taguchi Methods (다구찌법을 이용한 IR 레이저 Flip-chip 접합공정 최적화 연구)

  • Song, Chun-Sam;Ji, Hyun-Sik;Kim, Joo-Han;Kim, Jong-Hyeong;Ahn, Hyo-Sok
    • Journal of Welding and Joining
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    • v.26 no.3
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    • pp.30-36
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    • 2008
  • A flip-chip bonding system using IR laser with a wavelength of 1064 nm was developed and associated process parameters were analyzed using Taguchi methods. An infrared laser beam is designed to transmit through a silicon chip and used for transferring laser energy directly to micro-bumps. This process has several advantages: minimized heat affect zone, fast bonding and good reliability in the microchip bonding interface. Approximately 50 % of the irradiated energy can be directly used for bonding the solder bumps with a few seconds of bonding time. A flip-chip with 120 solder bumps was used for this experiment and the composition of the solder bump was Sn3.0Ag0.5Cu. The main processing parameters for IR laser flip-chip bonding were laser power, scanning speed, a spot size and UBM thickness. Taguchi methods were applied for optimizing these four main processing parameters. The optimized bump shape and its shear force were modeled and the experimental results were compared with them. The analysis results indicate that the bump shape and its shear force are dominantly influenced by laser power and scanning speed over a laser spot size. In addition, various effects of processing parameters for IR laser flip-chip bonding are presented and discussed.

An Analysis for Process Parameters in the Automatic $CO_2$ Welding Using the Taguchi Method (다구찌 방법을 이용한 $CO_2$ 자동용접의 공정변수 분석)

  • 김인주;박창언;김일수;성백섭;손준식;유관종;김학형
    • Proceedings of the Korean Society of Precision Engineering Conference
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    • 2004.10a
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    • pp.596-599
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    • 2004
  • The robotic $CO_2$ welding is a manufacturing process to produce high quality joints for metal and it could provide a capability of full automation to enhance productivity. Despite the widespread use in the various manufacturing industries, the full automation of the robotic $CO_2$ welding has not yet been achieved partly because the mathematical model for the process parameters of a given welding task is not fully understood and quantified. Several mathematical models to control welding quality, productivity, microstructure and weld properties in arc welding processes have been studied. However, it is not an easy task to apply them to the various practical situations because the relationship between the process parameters and the bead geometry is non-linear and also they are usually dependent on the specific experimental results. Practically, it is difficult, but important to know how to establish a mathematical model that can predict the result of the actual welding process and how to select the optimum welding condition under a certain constraint. In this research, an attempt has been made to develop an intelligent algorithm to predict the weld geometry (top-bead width, top-bead height, back-bead width and back-bead height) as a function of key process parameters in the robotic $CO_2$welding. To achieve this above objective, Taguchi method was employed using five different process parameters (tip gap, gas flow rate, welding speed, arc current, welding voltage) as a guide for optimization of process parameters.

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A Study on RFID Tag Recognition for Metal Pipe in Fish Cultivating Industry (양식용 철제 가두리에 대한 RFID 태그 인식률 개선에 관한 연구)

  • Park, Sung-Mee;Kim, Chae-Soo
    • Journal of Korea Society of Industrial Information Systems
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    • v.17 no.7
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    • pp.209-214
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    • 2012
  • RFID(Radio Frequency IDentification) is an emerging technology which brings enormous productivity benefits in applications where objects have to be identified automatically. But despite of RFID's advantage, it is not easy to realize the RFID technology in business world. The failure to read RFID tags is the most urgent problem that should be solved for RFID application. Specially, in metal and liquid material, recognition rate of RFID tag is lower than others. Though some special tags for metal and liquid have been invented, it has not prevalent in business world on account of high price. In this paper, styrofoam pad is suggested to improve recognition rate of RFID tag for metal pipe which is used in fish cultivating industry. We makes experiment using Taguchi method and analyze the effects on styrofoam thickness, attachment location of tag, and angle of antenna.

Effects of Design Factors of the Instrument Cluster Panel on Consumers' Affection Applying Robust Design (강건 설계기법을 이용한 자동차 게이지 클러스터의 디자인 요소와 고객 감성에 관한 연구)

  • Jung, Ga-Hun;Park, Sung-Joon;Kim, Seong-M.;Jung, Eui-S.
    • Journal of the Ergonomics Society of Korea
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    • v.29 no.1
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    • pp.25-31
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    • 2010
  • It is known from consumer surveys that the interior design of cars greatly influences on consumers' affection. Most notably, the instrument panel which occupies the driver's attention while driving would be one of the main components that affect consumer's affection, but the designer does not often put due importance to this design component. The purpose of this study is to define consumers' affection on the instrument cluster panel in terms of its design factors: color of panel lighting and layout of meters as independent factors. Semantic differentials or affective adjectives that are related to the instrument panel were first derived from surveys, existing studies and the available literature. Then, representative affective factors were drawn using factor analysis and multi-dimensional scaling (MDS). Evaluation of the instrument panel was performed and analyzed by Taguchi's robust design to provide more robust results under various noise factors which are color and material of car interior. Experiment revealed that consumers had five affective factors on the instrument panel and luxurious, charming, and visible affections are grouped into a factor and unique and dynamic affections in another factor. Evaluation of the instrument panel by Taguchi's robust design found that the white color of panel lighting and the panel with four meters was the most preferred design in terms of both the affection of luxury and uniqueness.