• 제목/요약/키워드: Design of Experiment(DOE)

검색결과 297건 처리시간 0.245초

풍력 로터 샤프트 경량화 설계 연구 (A study on lightweight design for wind turbine rotor shaft)

  • 한정영;홍철현;이진모;한기봉;이형우
    • Journal of Advanced Marine Engineering and Technology
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    • 제38권4호
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    • pp.389-395
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    • 2014
  • 2MW급의 풍력 로터 샤프트의 경량화를 위한 최적설계를 수행하였다. 유한요소해석과 실험계획법을 이용하여 경량화를 위한 변수를 도출하였고, 이를 기반으로 샤프트의 치수 최적화를 수행하였다. 최적 설계안과 현재 설계의 발생응력과 중량을 체적을 통해 비교하여 타당성을 검증하였다. 이 과정을 통하여 중량을 현재보다 약 23 % 정도 줄일 수 있었다.

A Study on the Detent Torque Reduction of Claw Pole Permanent Magnet Type Motor

  • Jung, Dae-Sung;Lee, Ju;Lee, Sang-Taek
    • 조명전기설비학회논문지
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    • 제27권12호
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    • pp.125-132
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    • 2013
  • This paper has done a three-dimensional FEM analysis of the PM claw pole stepping motor. As magnetization happens in the z-axis, which does not have a constant value, three-dimensional FEM analysis is necessary for characteristic analysis of PM claw pole stepping motors. Because it is a type of permanent magnet motor, the PM claw pole stepping motor naturally has a detent torque. This torque is known to show negative effects on motor performance. To improve motor performance, reducing the detent torque is very important during the motor design. This paper applied DOE for optimization of stator pole design of the motor. Also, we compared motor performance by applying a different type of rotor shape, dividing the permanent magnet. To verify the simulation results, an experiment was done.

LCD이송장치 Column부의 식스 시그마 강건설계를 위한 연구 (The study for Six Sigma Robust Design of Column part for LCD Transfer system)

  • 정동원;정원지;송태진;방덕제;윤영민
    • 한국정밀공학회:학술대회논문집
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    • 한국정밀공학회 2005년도 추계학술대회 논문집
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    • pp.869-872
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    • 2005
  • This research studied robust design of column part for LCD transfer system. $1^{st}$ DOE(Design of Experiment)was conducted to find out main effect factors. 36 experiments were performed and their results were shows that the geometric parameters(Low-length, Side-length, Upper-thickness, Middle-thickness)are more important than other factors. The main effect plots shows that the maximum deflection of column is minimized with increasing Low-length, Side-length, under-thickness and Middle-thickness. $2^{nd}$ DOE was conducted to obtain RMS(Response Surface Method)equation 25 experiments were conducted. The CCD(Central Composite Design)technique with four factors were used. The coefficient of determination $(R^2)$ for the calculated RSM equation was 0.986. Optimum design was conducted using the RSM equation Multi-island genetic algorithm was used to optimum design. Optimum value for Low-length. Side-length, Upper-thickness and Middle-thickness were 299.8mm, 180.3mm, 21.7mm, 21.9mm respectively. An approximate value of 5.054mm in deflection was expected to be a maximum under the optimum conditions. Six sigma robust design was conducted to find out guideline for control range of design parameter. To acquire six sigma level reliability, the standard deviation of design parameter should be controlled within 2% of average design value.

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대칭형 자기회로를 갖는 슬림형 엑추에이터의 설계 (Design of Slim Actuator with Symmetric Electromagnetic Circuit)

  • 우정현;박노철;박영필;박경수;오영세;김기범
    • 정보저장시스템학회논문집
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    • 제6권1호
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    • pp.6-11
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    • 2010
  • Researches for actuator which is appropriate to slim optical disk drive (ODD) have been progressed for a long time. Various types of actuators are suggested to secure high performances with slim thickness. In this paper, the slim actuator with symmetric electromagnetic (EM) circuit is suggested to apply slim ODD. Various EM circuits are proposed to increase EM force in the focusing and the tracking directions. Flexible mode frequencies and driving sensitivities are increased by using stress distribution and design of experiment (DOE). Consequently, final model is suggested to have high flexible mode frequencies and driving sensitivities.

인터넷 전화의 사용자 관점 품질 최적화를 위한 강건 설계 기법 연구 (Robust Design Methodology for Optimizing Perceived QoS of VoIP)

  • 윤협상;최수현;김성준
    • 산업공학
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    • 제22권1호
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    • pp.95-103
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    • 2009
  • During the past few years, design of experiments (DOE) has been gaining acceptance in the telecommunications research community as a mean for designing and analyzing experiments economically and efficiently. In addition, the need for introducing a systematic robust design methodology (i.e., one of the most popular DOE methodologies) to network simulations has been increasing. In this paper, we present an architecture of voice over IP (VoIP) application and the E-Model for calculating the perceived quality of service (QoS). Then, we apply the Taguchi robust design methodology to optimize the perceived QoS of VoIP application, and describe the detailed step-by-step procedures. We have used ns-2 simulator to collect experimental data in which the SN ratio, a robustness measure, is analyzed to determine an optimal design condition. The analysis shows that "initial delay time in playout buffer" is a major control factor for ensuring robust behaviors of the perceived QoS of VoIP. Finally, we verify the proposed optimal design condition using a confirmation experiment.

대함유도탄 공격유형에 따른 수상함 방어효과도 분석 연구 (A Study on the Defense Effectiveness of Surface Ships against diverse Anti-Surface Missile Attack Strategies)

  • 김재익;정영란;김현실;김철호;유찬우
    • 시스템엔지니어링학술지
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    • 제6권1호
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    • pp.33-39
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    • 2010
  • Anti-surface missiles have been the most dangerous threat to the surface ships, therefore analyzing the defense effectiveness of surface ships against diverse anti-surface missiles attack strategies is very important to evaluate and anticipate the naval combat ship's abilities in terms of AAW (Anti-Air Warfare). In this paper, we don't study on the defense effectiveness of a ship against a missile, but focus on the defense effectiveness for surface ships against multiple missiles specialized in strategies of anti-surface missiles; ripple fire attack and simultaneous time on target attack (STOT). So, we conduct a variety of monte-carlo simulations with high-fidelity simulators, analyze the measure of defense effectiveness for the key factors of strategies and evaluate the effects and possible interactions of several factors through the analysis of the design of experiment (DOE).

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$iSight^{(R)}$를 이용한 툴 홀더 스핀들의 변형 및 응력해석 (Stress and Deformation Analysis of a Tool Holder Spindle using $iSight^{(R)}$)

  • 권구홍;정원지
    • 한국정밀공학회지
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    • 제27권9호
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    • pp.103-110
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    • 2010
  • This paper presents the optimized approximation of finite element modeling for a complex tool holder spindle using both DOE (Design of Experiment) with Optimal Latin Hypercube (OLH) method and approximation modeling method with Radial Basis Function (RBF) neural network structure. The complex tool holder is used for holding a (milling/drilling) tool of a machine tool. The engineering problem of complex tool holder results from the twisting of spindle of tool holder. For this purpose, we present the optimized approximation of finite element modeling for a complex tool holder spindle using both DOE (Design of Experiment) with Optimal Latin Hypercube (OLH) method (specifically a module of $iSight^{(R)}$ FD-3.1) and approximation modeling method with Radial Basis Function (RBF) (another module of $iSight^{(R)}$ FD-3.1) neural network structure

Treatment of cutting-oily wastewater by electrocoagulation-flotation (ECF) process: Modeling approach

  • Chawaloesphosiya, Nattawin;Mongkolnauwarat, Jittrapa;Prommajun, Chayanin;Wongwailikhit, Kritchart;Painmanakul, Pisut
    • Environmental Engineering Research
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    • 제20권4호
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    • pp.392-396
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    • 2015
  • This work aims to investigate the oily wastewater treatment by the electrocoagulation-flotation (ECF) and propose a mathematical model for the efficiency prediction. Cutting oil was used to prepare the synthetic oily wastewater with submicron droplet sizes. The chemical coagulation by aluminium sulfate was firstly tested following by the electrocoagulation-flotation with aluminium electrodes. Both processes gave the effective treatment performance with the efficiencies higher than 90%. However, the ECF consumed less aluminium dosage as well as produced less sludge, which were its advantage on the chemical coagulation. The performance of the ECF was found to be affected by the current density, oil concentration, and reaction time according to the analysis by the design of experiment (DOE). Finally, the prediction model was proposed by two approaches, including linear and logarithm function. The latter model gave more accuracy prediction results in terms of treatment efficiency and duration in the lag and stable stages.