• Title/Summary/Keyword: Model generation

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Eco-System: REC Price Prediction Simulation in Cloud Computing Environment (Eco-System: 클라우드 컴퓨팅환경에서 REC 가격예측 시뮬레이션)

  • Cho, Kyucheol
    • Journal of the Korea Society for Simulation
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    • v.23 no.4
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    • pp.1-8
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    • 2014
  • Cloud computing helps big data processing to make various information using IT resources. The government has to start the RPS(Renewable Portfolio Standard) and induce the production of electricity using renewable energy equipment. And the government manages system to gather big data that is distributed geographically. The companies can purchase the REC(Renewable Energy Certificate) to other electricity generation companies to fill shortage among their duty from the system. Because of the RPS use voluntary competitive market in REC trade and the prices have the large variation, RPS is necessary to predict the equitable REC price using RPS big data. This paper proposed REC price prediction method base on fuzzy logic using the price trend and trading condition infra in REC market, that is modeled in cloud computing environment. Cloud computing helps to analyze correlation and variables that act on REC price within RPS big data and the analysis can be predict REC price by simulation. Fuzzy logic presents balanced REC average trading prices using the trading quantity and price. The model presents REC average trading price using the trading quantity and price and the method helps induce well-converged price in the long run in cloud computing environment.

Dynamic Resource Reservation for Ultra-low Latency IoT Air-Interface Slice

  • Sun, Guolin;Wang, Guohui;Addo, Prince Clement;Liu, Guisong;Jiang, Wei
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • v.11 no.7
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    • pp.3309-3328
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    • 2017
  • The application of Internet of Things (IoT) in the next generation cellular networks imposes a new characteristic on the data traffic, where a massive number of small packets need to be transmitted. In addition, some emerging IoT-based emergency services require a real-time data delivery within a few milliseconds, referring to as ultra-low latency transmission. However, current techniques cannot provide such a low latency in combination with a mice-flow traffic. In this paper, we propose a dynamic resource reservation schema based on an air-interface slicing scheme in the context of a massive number of sensors with emergency flows. The proposed schema can achieve an air-interface latency of a few milliseconds by means of allowing emergency flows to be transported through a dedicated radio connection with guaranteed network resources. In order to schedule the delay-sensitive flows immediately, dynamic resource updating, silence-probability based collision avoidance, and window-based re-transmission are introduced to combine with the frame-slotted Aloha protocol. To evaluate performance of the proposed schema, a probabilistic model is provided to derive the analytical results, which are compared with the numerical results from Monte-Carlo simulations.

Operational Characteristics of Methanol Reformer for the Phosphoric Acid Fuel Cell System (인산형 연료전지용 메탄올 연료개질기의 운전 특성)

  • 정두환;신동열;임희천
    • Journal of Energy Engineering
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    • v.2 no.2
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    • pp.200-207
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    • 1993
  • A methanol reformer was designed and fabricated using a CuO-ZnO low temperature shift catalyst, and its operation characteristics have been studied for the phosphoric acid fuel cell (PAFC) power generation system. The type of reactor was annular Methanol was consumed both for heating and for reforming fuel. Contents of carbon monoxide produced from the reformer increased as the reaction temperatures increased, but decreased as the mole ratios of water to methanol(H$_2$O/CH$_3$OH) increased. At steady state operating conditional, temperature profile of the catalytic reactor of the reformer was well coincide with the model equation, and it took 50 minutes from start to the rated condition of the reformer. When the system was operated at 4/4 and 1/4 of load, thermal efficiencies of the system were 72.3% and 77%, respectively. When the PAFC system was operated with reformed gas in the range of 62 V-37.6 V and 0-147 A, the trend of I-V curve showed a typical fuel tell characteristic. At steady state condition, the flow rates of reforming and combustion methanol were 88.1 mol/h and 50.1 mol/h, respectively.

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The Analysis of Optimal Site Condition for Photovoltaic System and Green Roof Planting through Sunlight Component Simulation of Rooftop Area (옥상공간의 태양광 자원 해석을 통한 PV 시스템 및 녹화식재에 대한 적지조건분석)

  • Kim, Tae Han;Park, Dae Keun;Kwan, Ji Young
    • Journal of the Korean Society of Environmental Restoration Technology
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    • v.16 no.4
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    • pp.27-40
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    • 2013
  • These day morden cities have serious climatic problems due to enviornmental load caused by excessive development of urbanization. As technological improvement to answer to various ecological disasters and climate changes are also called on the field of construction, inter-disciplinary studies linked to the estabilishment of sustainable energy generation systems and enviornmental control is needed in a consilient point of view. This study aims to analyse optimal site conditions for photovoltaic system and green roof planting through solar radiation simulation in a integrated perspective. In so doing, it seeks to proffer basic study for developing a sound use of roof area that is sustainable in environmental and resources aspects. A computer simulation showed that, in the case of total seasonal solar radiation, summer season resulted 312.5kWh in 35% of total annual solar radiation. This season indicated the lowest radiation rate of the year for direct sunlight in 45.8% of total seasonal solar radiation. Due to such solar radiation simulation, at the largest optimal planting area, Glechoma hederacea var. longituba secured $719.16m^2$ of gross roof area.

In Vitro Radical Scavenging Effect and Neuroprotective Activity from Oxidative Stress of Petasites japonicus (머위 분획물의 In Vitro 라디칼 소거능 및 신경세포의 산화적 스트레스 보호 효과)

  • Wang, Qian;Lee, Ah Young;Choi, Ji Myung;Lee, Dong Gu;Kim, Hyun Young;Lee, Sanghyun;Cho, Eun Ju
    • Korean Journal of Pharmacognosy
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    • v.45 no.2
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    • pp.147-153
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    • 2014
  • This study was focused on the evaluation of radical scavenging effect and the protective activity against oxidative stress of the extract and fractions from Petasites japonicus. P. japonicus was extracted with methanol and then fractionated into 4 fractions [n-butanol, ethyl acetate (EtOAc), methylene chloride, and n-hexane]. The extract and fractions showed strong 1,1-diphenyl-2-picrylhydrazyl radical scavenging activity. Among all the fractions, particularly, the EtOAc fraction showed the strongest effect with the $IC_{50}$ value of $0.02{\mu}g/ml$. In addition, the fractions also showed strong hydroxyl radical scavenging activity and nitric oxide scavenging activity as well. Furthermore, cell viability generated by the P. japonicus extract and 4 fractions were examined under C6 glial cellular model. The C6 glial cells showed high generation of reactive oxygen species (ROS) and decrease in cell viability by the treatment generator of hydrogen peroxide. However, the production of ROS formation was decreased by the treatment of the fractions of P. japonicus and also founded that the EtOAc fraction led to significant increase in the cell viability at concentration $100{\mu}g/ml$. Results from this work indicated that P. japonicus showed protective effects against oxidative stress and its EtOAc fraction may be served as a useful natural antioxidant.

Developing a STEP-NC Prototype based on ISO 14649 Paradigm (ISO14649 패러다임에 입각한 STEP-NC 프로토타입 시스템 개발)

  • Seo, Seok-Hwan;Jo, Jeong-Hun;Jeong, Dae-Hyeok;Lee, Byeong-Eon;Cheon, Sang-Uk
    • Journal of the Korean Society for Precision Engineering
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    • v.19 no.7
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    • pp.171-179
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    • 2002
  • STEP-NC is the next generation CNC controller taking STEP-based data model as the interface scheme (or language) between CAM and CNC, and carrying out various intelligent functions. At the moment, efforts are being made worldwide to establish international standard for the new interface scheme formalized as ISO14649. As the new language is being established, increasing attention is being paid to the development of the new CNC. Korea STEP-NC is an integrated STEP-NC system taking ISO 14649 as an input, and carrying out various intelligent functions. It is composed of 5 modules: 1) Shop Floor Programming System (PosSFP), 2) Tool Path Generator (PosTPG), 3) Tool Path Viewer (PosTPV), 4) Man Machine Interface (PosMMI), and 5) CNC Kernel (PosCNC). Distinguished from other prototypes (of Europe and USA), the Korea STEP-NC is top-down designed, and bottom-up implemented comprehensively incorporating all the crucial components for realizing the full benefit of STEP-NC paradigm, without using any existing commercial CAD/CAM systems and CNC kernels. The Korea STEP-NC prototype was successfully demonstrated and evaluated in the ISO conventions Together with prototypes of Europe and USA, Korea STEP-NC will be used as a reference system fur the Triangular Conformance Test to be jointly carried out by ISO TC184 SC1, SC4, and IMS Project.

Induced Mutant by Gamma Rays and Genetic Analysis for Mutant Characters in Flue-cured Tobacco Variety(Nicotiana tabacum L.) II. Genetic Analysis for Mutant Characters in Flue-cured Tobacco (황색종 연초 품종의 Gamma선에 의한 돌연변이 유기 및 변이형질의 유전분석 II. 변이형질의 유전분석)

  • Jeong, Seok-Hun;Lee, S.C.;Kim, H.B.
    • Journal of the Korean Society of Tobacco Science
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    • v.14 no.2
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    • pp.116-125
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    • 1992
  • This experiment was conducted to examine characteristics of agronomic characters and estimate of gene effect for several mutant characters. The genetic populations were derived from cross between 83H-5 and Hicks. There were significant difference for plant height, stlk height, leaf shape and bacterial wilt disease index except leaf number, leaf length, and what is more, F3 variance is more than Bl and B2 generation from cross 83H-5 X Hicks. Gene actions for stalk height and bacterial wilt disease were estimated by 3-parameter, and by 6- parameter model for all characters except above two characters but stalk height and bacterial wilt disease index are not significant in the additive and dominance effects. Dominant$\times$dominant epitasis for plant height, dominant and dominant$\times$dominant epistasis for leaf length, additive and additive$\times$additive and dominant$\times$dominant epistasis for leaf width, and additive and additive$\times$dominant epistasis for days to flower were appeared significant in gene action.

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XML-based Retrieval System for SCORM-based Virtual Learning Contents (SCORM 기반의 XML 학습 컨텐츠 검색 시스템)

  • Choi, Byung-Uk;Song, Mi-Sook;Cho, Jung-Won
    • The Journal of Korean Association of Computer Education
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    • v.6 no.1
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    • pp.9-17
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    • 2003
  • XML(eXtensible Markup Language), next generation internet standard language has the advantage of easy re-use and re-structure in other computing environment because it has the separate data, presentation and structure. In this paper, we implement the efficient retrieval system for the general user by limiting the XML documents on the multimedia learning contents for the virtual education system. The system design is based on SCO Metadata unit defined in SCORM as the proposed virtual education standard. Each XML documents has three indexes - keyword, element and attribute. Also, it makes possible to retrieve data without previous knowledge of the DTD by making the element retrieval screen structure for the user interface. And it gives the user various result screen formats such as XML and HTML by restructuring the retrieval result through XML-QL and XSL, respectively.

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Development on Public Participation GIS 2.0 Application Based on Google Map for Android Smart-phones (구글맵기반 사용자 참여형 안드로이드폰 GIS 2.0 응용프로그램 개발)

  • Kim, Byeong-Su;Kim, Jong-Hoon
    • The Journal of Korean Association of Computer Education
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    • v.14 no.4
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    • pp.11-20
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    • 2011
  • Recently, the interests of mobile GIS(Geographic Information System) technology is increasing with the spread of wireless network, the improvement of mobile device's performances and the growth of demands about mobile services. If we refer mobile GIS system classified as 3rd generation with the success of Web 2.0, it is suggested that supplies of information from the server side couldn't enhance users' participations and the usage of service. In this study, we suggested the model of GIS 2.0 application based on Google map for Android smart-phones, which users could make, save and share information using photos and text by themselves. We were able to grasp the expectation of GIS 2.0 by expert assessment of this application and got to the core of conditions and implications for the success of GIS 2.0.

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Sliding Mode Fuzzy Control for Wind Vibration Control of Tall Building (Sliding Mode Fuzzy Control을 사용한 바람에 의한 대형 구조물의 진동제어)

  • 김상범;윤정방
    • Proceedings of the Korea Committee for Ocean Resources and Engineering Conference
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    • 2000.10a
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    • pp.79-83
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    • 2000
  • A sliding mode fuzzy control (SMFC) with disturbance estimator is applied to design a controller for the third generation benchmark problem on an wind-excited building. A distinctive feature in vibration control of large civil infrastructure is the existence of large disturbances, such as wind, earthquake, and sea wave forces. Those disturbances govern the behavior of the structure, however, they cannot be precisely measured, especially for the case of wind-induced vibration control. Since the structural accelerations are measured only at a limited number of locations without the measurement of the wind forces, the structure of the conventional control may have the feed-back loop only. General structure of the SMFC is composed of a compensation part and a convergent part. The compensation part prevents the system diverge, and the convergent part makes the system converge to the sliding surface. The compensation part uses not only the structural response measurement but also the disturbance measurement, so the SMFC has a feed-back loop and a feed-forward loop. To realize the virtual feed-forward loop for the wind-induced vibration control, disturbance estimation filter is introduced. the structure of the filter is constructed based on an auto regressive model for the stochastic wind force. This filter estimates the wind force at each time instance based on the measured structural responses and the stochastic information of the wind force. For the verification of the proposed algorithm, a numerical simulation is carried out on the benchmark problem of a wind-excited building. The results indicate that the present control algorithm is very efficient for reducing the wind-induced vibration and that the performance indices improve as the filter for wind force estimation is employed.

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