• Title/Summary/Keyword: system decomposition

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Exploration of an Optimal Two-Dimensional Multi-Core System for Singular Value Decomposition (특이치 분해를 위한 최적의 2차원 멀티코어 시스템 탐색)

  • Park, Yong-Hun;Kim, Cheol-Hong;Kim, Jong-Myon
    • Journal of the Korea Society of Computer and Information
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    • v.19 no.9
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    • pp.21-31
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    • 2014
  • Singular value decomposition (SVD) has been widely used to identify unique features from a data set in various fields. However, a complex matrix calculation of SVD requires tremendous computation time. This paper improves the performance of a representative one-sided block Jacoby algorithm using a two-dimensional (2D) multi-core system. In addition, this paper explores an optimal multi-core system by varying the number of processing elements in the 2D multi-core system with the same 400MHz clock frequency and TSMC 28nm technology for each matrix-based one-sided block Jacoby algorithm ($128{\times}128$, $64{\times}64$, $32{\times}32$, $16{\times}16$). Moreover, this paper demonstrates the potential of the 2D multi-core system for the one-sided block Jacoby algorithm by comparing the performance of the multi-core system with a commercial high-performance graphics processing unit (GPU).

The Optimum of $CO_2$ Decomposition using Spinel Phase Magnetite (스피넬상 마그네타이트를 이용한 $CO_2$ 분해의 최적조건)

  • Ryu, Dae-Sun;Hong, Phil-Sun;Lee, Poong-Hun;Kim, Soon-Tae
    • Journal of the Korean Ceramic Society
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    • v.38 no.10
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    • pp.901-907
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    • 2001
  • Magnetite was synthesized using $0.2M-FeSO_4{\cdot}7H_{2}O$ and 0.5 M-NaOH by air oxidation method for carbon dioxide decomposition to carbon. The carbon dioxide decomposition was successfully carried out after reduction of ${Fe_3}{O_4}$ for 2 hrs using hydrogen gas. The carbon dioxide decomposition at 325, 350, 375, 400, $425^{\circ}C$, 88% was the highest at $350^{\circ}C$ and the activation energy of ${Fe_3}{O_4}$ in carbon dioxide decomposition was 30.96 kJ/mol. After $CO_2$ decomposition, the carbon of surface of catalyst reacted with hydrogen produced methane.

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Effects of $Fe_{3}O_{4}$ Addition on Spinel Phase $LiMn_{2}O_{4}$ for $CO_{2}$ Decomposition (($CO_{2}$ 분해용 스피넬상 $LiMn_{2}O_{4}$에 대한 $Fe_{3}O_{4}$ 첨가효과)

  • Yang, Chun-Mo;Rim, Byung-O;Kim, Seung-Ho;Kim, Soon-Tae
    • Journal of the Korean Applied Science and Technology
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    • v.18 no.3
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    • pp.167-173
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    • 2001
  • The spinel $LiMn_{2}O_{4}$ powders were synthesized at $480^{\circ}C$ for 12 h in air by a sol-gel method using manganese acetate and lithium hydroxide as starting material and the $Fe_{3}O_{4}$ powders were synthesized by the precipitation method using $0.2M-FeSO_{4}{\cdot}H_{2}O$ and 0.5M-NaOH. The synthesized $Fe_{3}O_{4}$ powders were mixed at portion of 5, 10, 15 and 20 wt% about $LiMn_{2}O_{4}$ powders through ball-milling followed by drying at room temperature for 48 h in air. The mixed catalysts were reduced at $350^{\circ}C$ for 3 h by hydrogen and the decomposition rate of carbon dioxide was measured at $350^{\circ}C$ using the reduced catalysts. As the results of $CO_{2}$ decomposition experiments, the decomposition rates of carbon dioxide were 85% in all catalysts but the initial decomposition rates of $CO_{2}$ were slightly high in the case of the $5%-Fe_{3}O_{4}$ added catalyst.

A Study of Attitude Control and Stability Analysis Using D-Decomposition Stability Area Technique for Launch Vehicle (안정성 영역(Stability Area) 판별법을 이용한 발사체 자세제어 이득 설계 및 자세 안정성 분석)

  • Park, Yong-Kyu;Sun, Byung-Chan;Roh, Woong-Rae;Oh, Choong-Seok
    • Journal of the Korean Society for Aeronautical & Space Sciences
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    • v.37 no.6
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    • pp.537-544
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    • 2009
  • This paper concerns analysis technique on determining of attitude control gain in the low frequency region using stability area. The stability area is defined by the D-Decomposition method, which was designed by Neimark. In this paper, it is introduced D-Decomposition method from reference paper and design attitude control gain of generic launch vehicle during first stage flight phase. For selecting PD control gain, it is considered the system parameter uncertainty about whole first-stage flight phase, represented the stability area boundary on each case. After deciding the PD control gain using stability area method, it is applied to launch vehicle linear model, and checking the stability margin requirement, frequency response characteristics.

Adomian Decomposition Method for Point Reactor Kinetics Problems

  • Cho, Young-Chul;Cho, Nam-Zin
    • Nuclear Engineering and Technology
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    • v.28 no.5
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    • pp.452-457
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    • 1996
  • A system, such as a reactor point kinetics equation, can be solved with Adomian Decomposition Method (ADM) which uses the notion that all solutions and operators can be expressed as an infinite sum of those basis states, like Adomian polynomials. In this work, ADM is applied to point reactor kinetics equations for step reactivity insertion, ramp input of reactivity, and nonlinear feedback cases without linearization approximation. The results of ADM are more accurate and faster than those of other existing methods, even though we use comparatively large time step sizes.

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A Fuzzy Resoning for Servo System by $\alpha$-Level Set Decomposition and Hardware Implementation ($\alpha$-레벨집합 분해에 의한 서보시스템용 퍼지추론과 하드웨어)

  • 안영주
    • Proceedings of the KIPE Conference
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    • 2000.07a
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    • pp.38-40
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    • 2000
  • In this paper we propose a calculation method for fuzzy control based on quantized $\alpha$-cut decomposition of fuzzy sets. This method is easy to be implemented in analog hardware. The effect of quantization levels on defuzzified fuzzy inference results is investigated. A few quantization levels are sufficient for fuzzy control. The hardware implementation of this calculation method and the defuzzification by gravity center method by PWM are also presented.

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Solution method of the uncapacitated facility location problem using GAMS and Benders' decomposition approach (저장능력이 무한대인 장소입지문제에 벤더즈 분해기법과 GAMS의 적용)

  • 이상진
    • Korean Management Science Review
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    • v.12 no.2
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    • pp.63-75
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    • 1995
  • The uncapacitated facility location problem considered here is to determine facility location sites, minimizing the total cost of establishing facilities and serving customer demand points which require primary and back-up services. To solve this problem effectively, we propose two things in this study. First, we propose an idea of Benders' decomposition approach as a solution method of the problem. Second, we implement the problem on GAMS. Using GAMS (general Algebraic Modeling System) can utilize an mixed-integer programming solver such as ZOOM/XMP and provide a completely general automated implementation with a proposed solution method.

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A NEW LOAD LEVEL DECOMPOSITION ALGORITHM (부하수준을 고려한 조상설비 계획)

  • Park, Y.M.;Kim, G.J.;Kim, J.B.;Kim, Y.B.
    • Proceedings of the KIEE Conference
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    • 1988.11a
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    • pp.98-101
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    • 1988
  • A non load level decomposition algorithm is presented for power system reactive source planning. The fuel cost is introduced to performance index in optimal operation problem. The investment variables are all reactive sources such as capacitance or inductance. Experiment showed a desirable result and the computation time reduced considerably.

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A Comparison of Distributed Optimal Power Flow Algorithm (최적조류계산 분산처리 기법의 비교)

  • Kim, Ho-Woong;Park, Marn-Guen;Kim, Bal-Ho;Kim, Jung-Hoon
    • Proceedings of the KIEE Conference
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    • 1999.07c
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    • pp.1046-1048
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    • 1999
  • This Paper compares two mathematical decomposition coordination methods to implementing the distributed optimal Power flow(OPF) using the regional decomposition: the Auxiliary Problem Principle(APP) and the Alternating Direction Method(ADM), a variant of the conventional Augmented Lagrangian approach. A case study was performed with IEEE 50-bus system.

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QR-Decomposition based Adaptive Bbilinear Lattice Algorithms (QR 분해법을 이용한 적응 쌍선형 격자 알고리듬)

  • 안봉만;황지원;백흥기
    • Journal of the Korean Institute of Telematics and Electronics B
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    • v.31B no.10
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    • pp.32-43
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    • 1994
  • This paper presents new QRD-based recursive least squares algorithms for bilinear lattice filter. Bilinear recursive least square lattice algorithms are derived by using the QR decomposition for minimization covariance matrix of predication error by applying Givens rotation to the bilinear recursive least squares lattics algorithms. The proposed algorithms are applied to the bilinear system identification to evaluate the performance of algoithms. Computer simulations show that the convergence properties of the proposed algorithms are superior to that of the algorithms proposed by Baik when signal includes the measurement noise.

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