• Title/Summary/Keyword: Distributed Data Analysis

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Estimation for Runoff based on the Regional-scale Weather Model Applications:Cheongmi Region (중소규모 (WRF-ARW) 기후모델을 이용한 지역유출 모의 평가:청미천 지역을 중심으로)

  • Baek, JongJin;Jung, Yong;Choi, Minha
    • KSCE Journal of Civil and Environmental Engineering Research
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    • v.32 no.1B
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    • pp.29-39
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    • 2012
  • Climate change has been obtained researchers' interest, especially in water resources engineering to adjust current conditions to the new circumstance influenced by climate change. In this study, WRF-ARW will be evaluated the capability to estimate distributed precipitation using global weather information instead of the data from rainfall observatory or radar. Cheongmi watershed is selected and adopted to generate a distributed rainfall-runoff model using ModClark. The results from the distributed model with precipitation data from WRF-ARW and the lumped model using observed precipitation data were compared to the observed discharge values. The final results showed that the distributed model, ModClark generated similar pattern of hydrograph to the observations in terms of the time and amount of peak discharge. In addition, the trend of hydrograph from the distributed model presented similar pattern to the observations.

A Study on the Accounts Balancing Time of Small Distributed Power Trading Platform Using Block Chain Network (블록체인 네트워크를 이용한 소규모 분산전력 거래플랫폼의 정산소요시간에 관한 연구)

  • Kim, Young-Gon;Heo, Keol;Choi, Jung-In;Wie, Jae-Woo
    • Journal of Energy Engineering
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    • v.27 no.4
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    • pp.86-91
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    • 2018
  • This paper is a review of accounts balancing time in small distributed power trading platform using blockchain technology. First, the national VPP energy management system using the AMI applied to this study is introduced and then the accounts balancing time and process of the cryptocurrency coin payment which based on the power generation of pro-consumer certified by power big data analysis in a test bed environment is discussed. Futhermore the configuration of a power Big Data analysis system with GPU Fast Big Data that applies MapD to current lambda architecture is also introduced.

Dynamic Distributed Grid Scheme to Manage the Location-Information of Moving Objects in Spatial Networks (공간 네트워크에서 이동객체의 위치정보 관리를 위한 동적 분산 그리드 기법)

  • Kim, Young-Chang;Hong, Seung-Tae;Jo, Kyung-Jin;Chang, Jae-Woo
    • Journal of KIISE:Computing Practices and Letters
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    • v.15 no.12
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    • pp.948-952
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    • 2009
  • Recently, a new distributed grid scheme, called DS-GRID(distributed S-GRID), has been proposed to manage the location information of moving objects in a spatial network[1]. However, because DS-GRID uses uniform grid cells, it cannot handle skewed data which frequently occur in the real application. To solve this problem, we propose a dynamic distributed grid scheme which splits a grid cell dynamically based on the density of moving objects. In addition, we propose a k-nearest neighbor processing algorithm for the proposed scheme. Finally, it is shown from the performance analysis that our scheme achieves better retrieval and update performance than the DS-GRID when the moving objects are skewed.

A Modified Equivalent Element Model for Square Spiral Inductor (사각 맴돌이 인덕터의 개량된 등가회로 모델)

  • 안동식;장동필;오승겹
    • Journal of the Korean Institute of Telematics and Electronics B
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    • v.32B no.10
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    • pp.1286-1293
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    • 1995
  • Modified equivalent lumped element model for square spiral inductors have been derived. This model shows more accurate analysis performance than conventional models, and gives reliable design parameters. And this model is made through comparison among distributed multiple coupled line, numerical analysis and experimental data.

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TELEMETRY TIMING ANALYSIS FOR IMAGE RECONSTRUCTION OF KOMPSAT SPACECRAFT

  • Lee, Jin-Ho;Chang, Young-Keun
    • Journal of Astronomy and Space Sciences
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    • v.17 no.1
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    • pp.117-122
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    • 2000
  • The KOMPSAT(Korea Multi-Purpose SATellite) has two optical imaging instruments called EOC(Electro-Optical Camera) and OSMI (Ocean Scanning Multispectral Imager). The image data of these instruments are transmitted to ground station and restored correctly after post-processing with the telemetry data transfeered from KOMPSAT spacecraft. The major timing information of the KOMPSAT is OBT (On-Board Time) which is formatted by the on-board computer of the spacecraft, based on 1Hz sync. pulse coming from the GPS receiver involved. The OBT is transmitted to ground station with the house-keeping telemetry data of the spacecraft while it is distributed to the instruments via 1553B data bus for synchronization during imaging and formatting. The timing information contained in the spacecraft telemetry data would have direct relation to the image data of the instruments, which should be well explained to get a more accurate image. This paper addresses the timing analysis of the KOMPSAT spacecraft and instruments, including the gyro data timing analysis for the correct restoration of the EOC and OSMI image data at ground station.

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Information Modeling for Finite Element Analysis Using STEP (STEP을 이용한 유한요소해석 정보모델 구축)

  • Choi, Young;Cho, Seong-Wook;Kwon, Ki-Eak
    • Korean Journal of Computational Design and Engineering
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    • v.3 no.1
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    • pp.48-56
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    • 1998
  • Finite element analysis is very important in the design and analysis of mechanical engineering. The process of FEA encompasses shape modeling, mesh generation, matrix solving and post-processing. Some of these processes can be tightly integrated with the current software architectures and data sharing mode. However, complete integration of all the FEA process itself and the integration to the manufacturing processes is almost impossible in the current practice. The barriers to this problem are inconsistent data format and the enterprise-wise software integration technology. In this research, the information model based on STEP AP209 was chosen for handling finite element analysis data. The international standard for the FEA data can bridge the gap between design, analysis and manufacturing processes. The STEP-based FEA system can be further tightly integrated to the distributed software and database environment using CORBA technology. The prototype FEA system DICESS is implemented to verify the proposed concepts.

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Efficient Data Management for Finite Element Analysis with Pre-Post Processing of Large Structures (전-후 처리 과정을 포함한 거대 구조물의 유한요소 해석을 위한 효율적 데이터 구조)

  • 박시형;박진우;윤태호;김승조
    • Proceedings of the Computational Structural Engineering Institute Conference
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    • 2004.04a
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    • pp.389-395
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    • 2004
  • We consider the interface between the parallel distributed memory multifrontal solver and the finite element method. We give in detail the requirement and the data structure of parallel FEM interface which includes the element data and the node array. The full procedures of solving a large scale structural problem are assumed to have pre-post processors, of which algorithm is not considered in this paper. The main advantage of implementing the parallel FEM interface is shown up in the case that we use a distributed memory system with a large number of processors to solve a very large scale problem. The memory efficiency and the performance effect are examined by analyzing some examples on the Pegasus cluster system.

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Load Flow Analysis for Distribution Automation System based on Distributed Load Modeling

  • Yang, Xia;Choi, Myeon-Song;Lim, Il-Hyung;Lee, Seung-Jae
    • Journal of Electrical Engineering and Technology
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    • v.2 no.3
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    • pp.329-334
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    • 2007
  • In this paper, a new load flow algorithm is proposed on the basis of distributed load modeling in radial distribution networks. Since the correct state data in the distribution power networks is basic for all distribution automation algorithms in the Distribution Automation System (DAS), the distribution networks load flow is essential to obtain the state data. DAS Feeder Remote Terminal Units (FRTUs) are used to measure and acquire the necessary data for load flow calculations. In case studies, the proposed algorithm has been proven to be more accurate than a conventional algorithm; and it has also been tested in a simple radial distribution system.

Probabilistic Analysis of Design Live Loads on A Refrigeration Store (냉동 창고 상시 적재하중에 관한 확률론적 연구)

  • Kim, Dai-Ho;Jeong, Jae-Hun;Won, Young-SuI;Joo, Kyung-Jai
    • Journal of the Korea institute for structural maintenance and inspection
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    • v.5 no.4
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    • pp.109-120
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    • 2001
  • Live load data were collected with a systematic manner from a survey of a refrigeration stores. Using the collected floor live load survey data, the basic statistics, a histogram of the uniformly distributed loads, and the equivalent uniformly distributed loads are computed for various structural members. Based on the above results, the maximum values of a combined live loads during the design life have been estimated and compared with current design live loads. The ultimate goals of this study are to develop probabilistic live load models to analyze survey data of domestic refrigeration stores, and to propose design live loads for structural types.

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Multi- Resolution MSS Image Fusion

  • Ghassemian, Hassan;Amidian, Asghar
    • Proceedings of the KSRS Conference
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    • 2003.11a
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    • pp.648-650
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    • 2003
  • Efficient multi-resolution image fusion aims to take advantage of the high spectral resolution of Landsat TM images and high spatial resolution of SPOT panchromatic images simultaneously. This paper presents a multi-resolution data fusion scheme, based on multirate image representation. Motivated by analytical results obtained from high-resolution multispectral image data analysis: the energy packing the spectral features are distributed in the lower frequency bands, and the spatial features, edges, are distributed in the higher frequency bands. This allows to spatially enhancing the multispectral images, by adding the high-resolution spatial features to them, by a multirate filtering procedure. The proposed method is compared with some conventional methods. Results show it preserves more spectral features with less spatial distortion.

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