• Title/Summary/Keyword: DOE-2

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Experimental Investigations of Accuracy Improvement in Wind Tunnel Testing Using Design of Experiments (실험설계법 기반 풍동실험 정밀도 향상 실험연구)

  • Oh, Se-Yoon;Park, Seung-O;Ahn, Seung-Ki
    • Journal of the Korean Society for Aeronautical & Space Sciences
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    • v.42 no.4
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    • pp.291-297
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    • 2014
  • A Design of Experiments(DOE) approach to an experimental study of fuselage drag and stability characteristics of a helicopter configuration was applied to achieve an accuracy improvement in the wind tunnel testing. The impact of blocking the test was assessed by comparing the ANOVA table for the blocked and unblocked cases. For a second-order response model, the role of blocking resulted in a substantial increase in the accuracy of test results. These accuracy improvement could be achieved through randomization, blocking, and replication of the data points i.e. a re-ordering of the test sequence where the data were acquired.

Design of Moving Coil Type Optical Pickup Actuator for Flexible Disk System (유연디스크용 가동 코일형 광 픽업 엑추에이터 개발)

  • Kim, Yoon-Ki;Song, Myeong-Gyu;Lee, Dong-Ju;Yoo, Jeong-Hoon;Park, No-Cheol;Park, Young-Pil
    • Transactions of the Society of Information Storage Systems
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    • v.2 no.4
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    • pp.240-244
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    • 2006
  • As high-definition television(HDTV) broadcasting becoming more generalized, there have been many researches and developments about a large storage capacity and a fast data transfer rate in optical disk drives (ODD). Pickup actuators must have high flexible mode frequencies and large gain margins. Flexible modes are caused by the flexibility of moving parts in the actuator and a servo bandwidth is limited by them. As a result, the system becomes unstable for high-speed operations in high density reading and recording. In this paper, we suggest improved modeling method in considering of the bonding layer. And, the flexible mode frequency of actuator is improved by Design of Experiments of lens holder. The Magnet circuit is designed considering the relation with the moving part. Through improving the yoke design, the magnetic flux is changed and the DC tilt is reduced. Consequently, we designed an actuator which has a high flexible mode frequency and a large gain margins.

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Review of hydrogen storage in carbon nanostructured materials (나노구조 탄소재료의 수소저장에 관한 고찰)

  • Hwang, J.Y.;Choi, J.W.;Sim, K.S.;Kim, J.W.
    • Journal of Hydrogen and New Energy
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    • v.12 no.2
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    • pp.103-120
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    • 2001
  • 수소에너지는 환경과 에너지문제를 동시에 해결할 수 있는 가장 이상적인 에너지원으로 여겨지고 있으나 수소저장 기술이 그 이용을 제한하고 있는 실정이다. 최근 탄소나노 튜브를 비롯하여 탄소계 신소재를 이용한 수소저장 연구는 탄소재료가 가볍고 안정성이 우수한 장점을 가지고 있어서 매우 주목받고 있다. 이미 많은 연구결과들이 DOE(Department of Energy)가 발표한 상업적으로 이용 가능한 목표인 6.5wt%의 수소 저장량을 만족함에도 불구하고 아직도 그 연구 결과에 대하여 재현성 및 신뢰성이 부족한 게 사실이다. 따라서 이를 확인하려는 많은 시도들과 새로운 연구들이 필요하다고 할 수 있다. 본 논문에서는 지금까지 발표된 연구결과를 바탕으로 나노구조를 갖는 탄소재료의 수소저장특성과 수소저장방법 등을 고찰해보고 또 다양하게 제시된 연구방법들을 고찰함으로써 수소저장매체로서 탄소재료의 연구 방향을 제시하고자 하였다.

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Determining Appropriate Capacity on Installing Photovoltaic System at Deteriorated Educational Facilities

  • Lhee, Sang Choon;Choi, Young Joon;Choi, Yool
    • KIEAE Journal
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    • v.14 no.3
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    • pp.23-29
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    • 2014
  • With high acknowledgements of environmental conservation and energy saving, many architectural technologies using renewable energy have been recently applied at buildings which take about 20% of total energy consumption. Among renewable energy sources, the photovoltaic is considered as the most highly potential one due to advantages of infiniteness and cleanliness. Also, projects to install renewable energy systems have been continuously performed at deteriorated educational facilities as energy efficient remodeling projects or green school projects by the Korean government. This paper proposes appropriate capacities by school level on installing photovoltaic systems at deteriorated school buildings, based on the balance of annual electricity power demand and supply between buildings and systems. Using the Visual DOE program and Merit program, the appropriate installment capacity of photovoltaic system turned out be 40kWp at elementary school building and 60kWp at middle and high ones. In addition, annual energy use proved to be reduced by 20.2% at elementary school, 26.9% at middle school, and 21.0% at high school by installing photovoltaic systems with the appropriate capacities.

Optimization of Wear Behavior on Cenosphere -Aluminium Composite

  • Saravanan, V.;Thyla, P.R.;Balakrishnan, S.R.
    • Korean Journal of Materials Research
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    • v.25 no.7
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    • pp.322-329
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    • 2015
  • The magnitude of wear should be at a minimum for numerous automobile and aeronautical components. In the current work, composites were prepared by varying the cenosphere content using the conventional stir casting method. A uniform distribution of particles was ensured with the help of scanning electron microscopy (SEM). Three major parameters were chosen from various factors that affect the wear. A wear test was conducted with a pin-on-disc apparatus; the controlling parameters were volume percentages of reinforcement of 5, 10, 15, and 20%, applied loads of 9.8, 29.42, and 49.03 N, and sliding speeds of 1.26, 2.51, and 3.77 m/s. The design of the experiments (DOE) was performed by varying the different influencing parameters using the full factorial method. An analysis of variance (ANOVA) was used to analyze the effects of the parameters on the wear rate. Using regression analysis, a response curve was obtained based on the experimental results. The parameters in the resulting curve were optimized using the Genetic Algorithm (GA). The GA results were compared with those of an alternate efficient algorithm called Neural Networks (NNs).

A Study on Building Energy Demand for Design of Energy System on Green Home Apartment (그린홈 공동주택의 최적 에너지 공급시스템 설계를 위한 부하 예측 연구)

  • Park, Jae-Wan;Yoon, Jong-Ho;Kwak, Hee-Youl;Lee, Jae-Bum;Shin, U-Cheul
    • Journal of the Korean Solar Energy Society
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    • v.33 no.1
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    • pp.24-31
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    • 2013
  • More than 23% of total nation's energy is consumed by residential building and 57.2% of Korean people are living in apartment. This study was carried out to two kind of process. First, after selecting one standard apartment, our research team investigate realistic energy consumption. Second, using 3-dimension heat transfer tool(TRISCO RADICON) and building energy simulation tool(Visual DOE) As a result, amount of heating and hot-water energy is composed of above 80 percent in standard apartment. And, after applying high performance technologies to standard apartment, namely, after being green home apartment, total energy consumption is reduced by54.6 percent. Also, because of energy consumption characteristics of green home apartment, for making more high performance green home apartment, especially, we have to figure out effective method to reduce electric and hot water energy.

A Study on the Relationship between Reclamation of the Foreshore and Climate Change in Busan Area (부산지역의 기후변화와 매립의 관련성에 대한 연구)

  • Doe, Geun-Young;Cho, Yong-Soo;Yee, Jurng-Jae
    • Journal of Navigation and Port Research
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    • v.28 no.8
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    • pp.759-766
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    • 2004
  • Busan has its unique character which differed from inland such as Seoul and Daegu Because Busan is located in coast district of Korea, it could be inferred that the climate change in Busan had been influenced by foreshore reclamation in the urbanization process. The purpose of this study is to investigate the relationship between reclamation of the foreshore and climate change by analysing the climate change over the past 70 years in three metropolitan cities. The conclusion from this study are as follows. 1) There was not a big difference among elements of climate change in three cities. 2) Annual mean minimum temperature in Seoul and Daegu had remarkably increased over the past 70 years. On the other hand, annual maximum temperature in Busan had a sudden rise in the only tome to reclaim the foreshore.

A Study on the Working Condition Effecting on the Maximum Working Temperature and Surface Roughness in Side Wall End Milling Using Design of Experiment (실험계획법을 이용한 엔드밀 가공 시 최대가공온도와 표면조도에 미치는 가공조건에 관한 연구)

  • Hong, Do-Kwan;Ahn, Chan-Woo;Baek, Hwang-Soon;Choi, Seok-Chang;Park, Il-Soo
    • Journal of the Korean Society of Manufacturing Process Engineers
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    • v.8 no.3
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    • pp.46-53
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    • 2009
  • To find the working condition is one of the important factors in precision machining. In this study, we analyzed maximum working temperature by infra-red camera and surface roughness in side wall end milling using design of experiment (DOE): RSM(response surface methodology), ANOM(analysis of means) and ANOVA(analysis of variance) by table of orthogonal array. ANOM and ANOVA are well adapted to select sensitivity of design variables for maximum working temperature and surface roughness. The effective design variables and their levels should be determined using ANOM, ANOVA. RSM is presented 2nd order approximation polynomial of maximum working temperature and surface roughness is composed with design variables. Therefore, it is expected that the proposed procedure using design of experiment : table of orthogonal array, ANOM, ANOVA and RSM can be easily utilized to solve the problem of working condition.

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Optimization of the firing process condition for high efficiency solar cells on single-crystalline silicon (고효율 Solar Cell 제조를 위한 Firing 공정 조건의 최적화)

  • Jeong, Se-Won;Lee, Seong-Jun;Hong, Sang-Jin;Han, Seung-Su
    • Proceedings of the Korean Institute of Surface Engineering Conference
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    • 2006.10a
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    • pp.4-5
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    • 2006
  • This paper represents modeling and optimization techniques for solar cell process on single-crystalline float zone (FZ) wafers with high efficiency; There were the four significant processes : i)emitter formation by diffusion, anti-reflection-coating (ARC) with silicon nitride using plasma-enhanced chemical vapor deposition (PECVD); iii)screen-printing for front and back metallization; and iv)contact formation by firing. In order to increase the performance of solar cells, the contact formation process is modeled and optimized. This paper utilizes the design of experiments (DOE) in contact formation to reduce process time, fabrication costs. The experiments were designed by using central composite design which is composed of $2^4$ factorial design augmented by 8 axial points with three center points. After contact formation process, the efficiency of the solar cell is modeled using neural networks. This model is used to analyse the characteristics of the process, and to optimize the process condition using genetic algorithms (GA). Finally, find optimal recipe for solar cell efficiency.

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Development of 3-axis Moving Magnet Type Actuator (가동 자석형 3 축 구동 엑츄에이터 개발)

  • Song, Myeong-Gyu;Hur, Young-Jun;Park, No-Cheol;Yoo, Jeong-Hoon;Park, Young-Pil
    • Transactions of the Society of Information Storage Systems
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    • v.3 no.4
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    • pp.191-195
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    • 2007
  • The optical disc drive has used a high NA objective lens and a shorter wavelength laser diode for high recording density. But high NA and shorter wavelength cause several margins to become short. Focusing and tracking servo has to be more accurate and active tilt compensation mechanism is also needed for coma aberration compensation. In this paper, we proposed 3-axis moving magnet type actuator. For 3-DOF motion, moving coil actuator has to be equipped with 6 wires for supplying 3 independent signals. However, moving magnet type actuator doesn't need to change the configuration of wires because coils are in stator. So, we added a tilt mechanism to the 2-axis moving magnet actuator which is designed in previous research. Addition of the tilt mechanism cuts down the focus sensitivity. So, maximization the tilting sensitivity and securing the focusing sensitivity are objectivities of this research. DOE (design of experiments) procedures of electromagnetic circuit are performed for parameter study and the optimization is also performed to maximize the tilt sensitivity. And then the final design is suggested and its performance is verified by FE simulation.

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