• 제목/요약/키워드: large scale systems

검색결과 1,843건 처리시간 0.039초

Particle relaxation method for structural parameters identification based on Monte Carlo Filter

  • Sato, Tadanobu;Tanaka, Youhei
    • Smart Structures and Systems
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    • 제11권1호
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    • pp.53-67
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    • 2013
  • In this paper we apply Monte Carlo Filter to identifying dynamic parameters of structural systems and improve the efficiency of this algorithm. The algorithms using Monte Carlo Filter so far has not been practical to apply to structural identification for large scale structural systems because computation time increases exponentially as the degrees of freedom of the system increase. To overcome this problem, we developed a method being able to reduce number of particles which express possible structural response state vector. In MCF there are two steps which are the prediction and filtering processes. The idea is very simple. The prediction process remains intact but the filtering process is conducted at each node of structural system in the proposed method. We named this algorithm as relaxation Monte Carlo Filter (RMCF) and demonstrate its efficiency to identify large degree of freedom systems. Moreover to increase searching field and speed up convergence time of structural parameters we proposed an algorithm combining the Genetic Algorithm with RMCF and named GARMCF. Using shaking table test data of a model structure we also demonstrate the efficiency of proposed algorithm.

Development of the Control System for Fast-Responding Frequency Regulation in Power Systems using Large-Scale Energy Storage Systems

  • Lim, Geon-Pyo;Park, Chan-Wook;Labios, Remund;Yoon, Yong-Beom
    • KEPCO Journal on Electric Power and Energy
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    • 제1권1호
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    • pp.9-13
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    • 2015
  • Energy storage systems (ESS) can be used to provide frequency regulation services in a power system to replace traditional frequency regulation power plants. Battery ESS, in particular, can provide "fast-responding frequency regulation," wherein the facility can respond immediately and accurately to the frequency regulation signal sent by the system operator. This paper presents the development and the trial run results of a frequency regulation control system that uses large-scale ESS for use in a large power system. The control system was developed initially for the 4 MW ESS demonstration facility in Jocheon Jeju Island, and was further developed for use in the 28 MW ESS facility at the Seo-Anseong substation and the 24 MW ESS facility at the Shin-Yongin substation to provide frequency regulation services within mainland Korea. The ESS facility in Seo-Anseong substation responds to a sudden drop in frequency via governor-free control, while the ESS facility in Shin-Yongin responds via automatic generator control (AGC).

Search for optimal time delays in universal learning network

  • Han, Min;Hirasawa, Kotaro;Ohbayashi, Masanao;Fujita, Hirofumi
    • 제어로봇시스템학회:학술대회논문집
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    • 제어로봇시스템학회 1996년도 Proceedings of the Korea Automatic Control Conference, 11th (KACC); Pohang, Korea; 24-26 Oct. 1996
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    • pp.95-98
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    • 1996
  • Universal Learning Network(U.L.N.), which can model and control the large scale complicated systems naturally, consists of nonlinearly operated nodes and multi-branches that may have arbitrary time delays including zero or minus ones. Therefore, U.L.N. can be applied to many kinds of systems which are difficult to be expressed by ordinary first order difference equations with one sampling time delay. It has been already reported that learning algorithm of parameter variables in U.L.N. by forward and backward propagation is useful for modeling, managing and controlling of the large scale complicated systems such as industrial plants, economic, social and life phenomena. But, in the previous learning algorithm of U.L.N., time delays between the nodes were fixed, in other words, criterion function of U.L.N. was improved by adjusting only parameter variables. In this paper, a new learning algorithm is proposed, where not only parameter variables but also time delays between the nodes can be adjusted. Because time delays are integral numbers, adjustment of time delays can be carried out by a kind of random search procedure which executes intensified and diversified search in a single framework.

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초대형 워크플로우 관리 시스템의 설계 및 구현 (Design and Implementation of a Very Large-Scale Workflow Management System)

  • 안형진;김광훈
    • 인터넷정보학회논문지
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    • 제10권6호
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    • pp.205-217
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    • 2009
  • 최근 기업들은 조직 내외의 협업 또는 협력에 의해 발생되는 거대량의 업무들을 안정적으로 처리해줄 수 있는 초대형 워크플로우 관리 시스템의 등장을 요구하고 있다. 워크플로우 벤더들은 초대형 워크플로우 서비스를 지원하는 워크플로우 관리시스템을 구현하기 위해, 하드웨어들의 추가적 확장을 통한 워크플로우 관리 시스템의 성능 향상을 모색하고 있다. 그러나 워크플로우 관리 시스템의 소프트웨어적인 아키텍처를 고려하지 않은 단순한 물리적 확장은 시스템 구축에 소요되는 시간적 또는 비용적 낭비를 야기할 수 있다. 이러한 한계를 개선하기 위하여, 본 논문에서는 워크케이스 기반 워크플로우 아키텍처를 제안하고, 해당 아키텍처를 토대로 하는 초대형 워크플로우 관리 시스템을 구현한다. 또한 워크케이스 기반 초대형 워크플로우 관리 시스템에 관한 생성 반응 시간 관련 실험을 통해서, 논리적인 소프트웨어 아키텍처의 개선이 워크플로우 관리 시스템의 초대형성에 매우 큰 영향을 미칠 수 있음을 증명하고자 한다.

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Electromagnetic Launcher Sub-scaling Relationships and Small System Design for Research and Educational Purposes

  • Yun, Heedo
    • Journal of Magnetics
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    • 제5권2호
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    • pp.65-71
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    • 2000
  • Although the electromagnetic launcher technology has been progressed significantly during the past two decades the number of firing test facilities are not many. This is prbably due to the large budget and man power required to build and maintain full scale electromagnetic launcher facilities. As the EM launcher technology's potential capabilities have been somewhat demonstrated with the full scale large systems the research is now headed more toward overcoming specific difficulties and answering questions experimentally with smaller, cost effective systems. The first half of this paper presents EM launcher's improved sub-scaling relationships based upon magnetic, thermal and momentum differential equations and EM launcher's basic equations. With the proposed scaling method the field variables can be matched or scaled linearly between the two geometrically scaled systems. The second half of the paper presents pulsed power system's circuit analysis and design technique, which is applied to the capacitor-powered small pulsed power system with crow-barring circuitry. The effect of the so-called speed volt is included. A sub-scaled small system's design is provided as an example.

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제어기정수에 대한 고유치 PERTURBATION과 대규모 전력계통의 미소신호안정도 해석 (Eigenvalue Perturbation for Controller Parameter and Small Signal Stability Analysis of Large Scale Power Systems)

  • 심관식;송성근;문채주;이기영;남해곤
    • 대한전기학회논문지:전력기술부문A
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    • 제51권11호
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    • pp.577-584
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    • 2002
  • This paper presents a novel approach based on eigenvalue perturbation of augmented matrix(AMEP) to estimate the eigenvalue for variation of controller parameter. AMEP is a useful tool in the analysis and design of large scale power systems containing many different types of exciters, governors and stabilizers. Also, it can be used to find possible sources of instability and to determine the most sensitivity parameters for low frequency oscillation modes. This paper describes the application results of AMEP algorithm with respect to all controller parameter of KEPCO systems. Simulation results for interarea and local mode show that the proposed AMEP algorithm can be used for turning controller parameter, and verifying system data and linear model.

A Dynamic Power Distribution Strategy for Large-scale Cascaded Photovoltaic Systems

  • Wang, Kangan;Wu, Xiaojie;Deng, Fujin;Liu, Feng
    • Journal of Power Electronics
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    • 제17권5호
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    • pp.1317-1326
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    • 2017
  • The cascaded H-bridge (CHB) multilevel converter is a promising topology for large-scale photovoltaic (PV) systems. The output voltage over-modulation derived by the inter-module active power imbalance is one of the key issues for CHB PV systems. This paper proposed a dynamic power distribution strategy to eliminate the over-modulation in a CHB PV system by suitably redistributing the reactive power among the inverter modules of the CHB PV system. The proposed strategy can effectively extend the operating region of the CHB PV system with a simple control algorithm and easy implementation. Simulation and experimental results carried out on a seven-level CHB grid-connected PV system are shown to validate the proposed strategy.

A Vector Instruction-based RISC Architecture for a Photovoltaic System Monitoring Camera

  • Choi, Youngho;Ahn, Hyungkeun
    • Transactions on Electrical and Electronic Materials
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    • 제13권6호
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    • pp.278-282
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    • 2012
  • Photovoltaic systems have emerged to be one of the cleanest energy systems. Therefore, many large scale solar parks and PV farms have been built to prepare for the post fossil fuel ages. However, due to their large scale, to efficiently manage and operate PV systems, they need to be visually monitored within the range of infrared ray through the Internet. To satisfy this need, the efficient implementation of a high performance video compression standard is required. This paper therefore presents an implementation of H.264 motion estimation, which is one of the most data-intensive and complicated functions in H.264. To achieve this, this work implements vector instructions in hardware and incorporates them in a generic RISC processor architecture, thus increasing the processing speed while minimizing hardware and software design efforts. Extensive simulation results show that this proposed implementation can process motion estimations up to 13 times faster.

시변 시간지연을 갖는 대규모 불확정성 선형 시스템의 강인 안정성 (Robust Stability of Large-Scale Uncertain Linear Systems with Time-Varying Delays)

  • 김재성;조현철;이희송;김진훈
    • 대한전기학회:학술대회논문집
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    • 대한전기학회 1998년도 추계학술대회 논문집 학회본부 B
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    • pp.463-465
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    • 1998
  • In this paper, we consider the problem of robust stability of large-scale uncertain linear systems with time-varying delays. The considered uncertainties are both unstructured uncertainty which is only known its norm bound and structured uncertainty which is known its structure. Based on Lyapunov stability theorem and $H_{\infty}$ theory. we present uncertainty upper bound that guarantee the robust stability of systems. Especially, robustness bound are obtained directly without solving the Lyapunov equation. Finally, we show the usefulness of our results by numerical example.

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행렬부호 함수에 의한 선형 이산치 대규모 계통의 블럭 삼각화 분해 (Block-triangular Decomposition of a Linear Discrete Large-Scale Systems via the Generalized Matrix Sign Function)

  • 박귀태;이창훈;임인성
    • 대한전기학회:학술대회논문집
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    • 대한전기학회 1987년도 전기.전자공학 학술대회 논문집(I)
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    • pp.185-189
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    • 1987
  • An analysis and design of large-scale linear multivariable systems often requires to be block triangularized form for good sensitivity of the systems when their poles and zeros are varied. But the decomposition algorithms presented up to now need a procedure of permutation, rescaling and a solution of nonlinear algebraic equations, which are usually burden. To avoid these problem, in this paper we develop a newly alternative block triangular decomposition algorithm which used the generalized matrix sign function on the Z-plane. Also, the decomposition algorithm demonstrated using the fifth order linear model of a distillation tower system.

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