• 제목/요약/키워드: discrete scheme

검색결과 593건 처리시간 0.025초

혼돈 비선형 시스템의 퍼지 신경 회로망 기반 일반형 예측 제어 (Fuzzy Neural Network Based Generalized Predictive Control of Chaotic Nonlinear Systems)

  • Park, Jong-Tae;Park, Yoon-Ho
    • 대한전기학회논문지:시스템및제어부문D
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    • 제53권2호
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    • pp.65-75
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    • 2004
  • This paper presents a generalized predictive control method based on a fuzzy neural network(FNN) model, which uses the on-line multi-step prediction, fur the intelligent control of chaotic nonlinear systems whose mathematical models are unknown. In our design method, the parameters of both predictor and controller are tuned by a simple gradient descent scheme, and the weight parameters of FNN are determined adaptively during the operation of the system. In order to design a generalized predictive controller effectively, this paper describes computing procedure for each of the two important parameters. Also, we introduce a projection matrix to determine the control input, which deceases the control performance function very rapidly. Finally, in order to evaluate the performance of our controller, the proposed method is applied to the Doffing and Henon systems, which are two representative continuous-time and discrete-time chaotic nonlinear systems, res reactively.

자율분산 신경망을 이용한 비선형 동적 시스템 식별 (Identification of nonlinear dynamical systems based on self-organized distributed networks)

  • 최종수;김형석;김성중;권오신;김종만
    • 대한전기학회논문지
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    • 제45권4호
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    • pp.574-581
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    • 1996
  • The neural network approach has been shown to be a general scheme for nonlinear dynamical system identification. Unfortunately the error surface of a Multilayer Neural Networks(MNN) that widely used is often highly complex. This is a disadvantage and potential traps may exist in the identification procedure. The objective of this paper is to identify a nonlinear dynamical systems based on Self-Organized Distributed Networks (SODN). The learning with the SODN is fast and precise. Such properties are caused from the local learning mechanism. Each local network learns only data in a subregion. This paper also discusses neural network as identifier of nonlinear dynamical systems. The structure of nonlinear system identification employs series-parallel model. The identification procedure is based on a discrete-time formulation. Through extensive simulation, SODN is shown to be effective for identification of nonlinear dynamical systems. (author). 13 refs., 7 figs., 2 tabs.

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상호 실체인증 기능을 갖는 안전한 키 교환 알고리즘 (An Algorithm for Secure key Exchange based on the Mutual Entity Authentication)

  • 강창구;최용락
    • 한국정보처리학회논문지
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    • 제5권8호
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    • pp.2083-2090
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    • 1998
  • 본 논문에서는 Diffie-hellman(DH) 키 교환 원리를 응용하여 상호 실체 인증 기능을 갖는 2-페스와 3-패스의 2가지 키 교환 알고리즘을 제안하였다. 제안된 방식의 키 교환 안전성은 본래의 DH 키 교환 메커니즘과 동일한 이산대수 문제와 관계되며, 상호 실체인증의 안전성은 사용된 디지털 서명구조 및 포함된 인수들에 의존한다. 제안된 방식은 Kerberos, X.509 인증 교환방식 및 ISO 3단계 인증 프로토콜 보다 단순하고 효과적이며, 다양한 형태의 신분위장, 재전송 및 가로채기 공격 등을 방어할 수 있다.

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교류 발전기 고정자 사고 검출을 위한 최적 마더 웨이브릿의 선정 (A Selection of an Optimal Mother Wavelet for Stator Fault Detection of AC Generator)

  • 박철원
    • 전기학회논문지P
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    • 제57권4호
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    • pp.377-382
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    • 2008
  • For stator winding protection of AC generator, KCL(Kirchhoff's Current Law) is widely applied. Actually a CRDR(Current Ratio Differential Relay) based on DFT(Discrete Fourier Transform) has been used for protecting generator. It has been pointed out that defects can occur during the process of transforming a time domain signal into a frequency domain one which can lead to loss of time domain information. Wavelets techniques are proposed for the analysis of power system transients. This paper introduces an algorithm to choose a suitable Mother Wave1et for generator stator fault detection. For optimal selection, we analyzed db(Daubechies), sym(Symlets), and coif(Coiflects) of Mother Wavelet. And we compared with performance of the choice algorithm using detail coefficients energy and RMS(root mean square) error. It can be improved the reliability of the conventional DFT based CRDR. The feasibility and effectiveness of the proposed scheme is proved with simulation using collected data obtained from ATP (Alternative Transient Program) package.

안전한 비밀키 갱신이 가능한 Schnorr 형 서명 기법 (Intrusion-Resilient Key-Evolving Schnorr Signature Scheme)

  • 김중만;김광조
    • 한국정보보호학회:학술대회논문집
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    • 한국정보보호학회 2003년도 동계학술대회
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    • pp.422-427
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    • 2003
  • 보안 시스템에서 비밀키 노출은 가장 심각한 문제 중 하나이며, 피할 수 없는 문제로 여겨진다. 최근에 키 전개(key-evolving) 패러다임이 비밀키 노출이 가져올 수 있는 피해를 최소화시키기 위한 수단으로 도입되었다. 이 패러다임에서는 프로토콜 전 구간이 여러 시간 구간으로 나누어진다. 시간 구간 i 에서 서명자는 비밀키 SK$_{j}$ 를 가지게 되며, 이를 주기적으로 갱신하게 된다. 반면 공개키 PK는 프로토콜 전 구간동안 변함이 없다. 이러한 개념을 기반으로 하여 본 논문에서는 안전한 비밀키 갱신이 가능한 Schnorr 형 서명 기법을 제시한다. 이 서명 기법은 다음과 같은 특징을 갖는다. 만약 모든 시간 구간에 있는 비밀키들이 노출되지 않는다면, 아직 노출되지 않은 시간 구간의 서명을 위조할 수 없다. 즉, 모든 시간 구간의 비밀키를 알아야 어떤 시간 구간의 서명을 위조할 수 있다. 이 서명 기법은 위조 불가능하게 안전하며, 이산 로그 (Discrete Logarithm Problem)의 어려운 문제에 기반한 Schnorr 서명 기법에서 유도되었다.

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A Generalization of the Discrete Feedback Adjustment by Rational Subgrouping

  • Park, Changsoon;Moonsup Song;Lee, Jaeheon
    • Journal of the Korean Statistical Society
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    • 제27권2호
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    • pp.237-249
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    • 1998
  • Process adjustment has been widely used in production processes in order to set the output characteristic as close as to the target. Box and Kramer(1992) developed a feedback adjustment control procedure for process adjustment. We generalize their procedure by using a rational subgrouping of sequential observations. In this paper the feedback control rule of the rational subgrouping is proposed and the overall expected cost is evaluated. Also properties of the proposed control scheme are illustrated and compared to Box and Kramer's in the context of the expected cost.

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연속 접촉 처리를 고려한 실린더 벤딩 성형 공정의 유한요소해석 (Finite Element Analysis of the Unconstrained Cylindrical Bending Process Considering Continuous Contact Treatment)

  • 김태정;양동열
    • 소성∙가공
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    • 제14권6호
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    • pp.547-552
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    • 2005
  • In general, the sheet metal and die are described by finite elements for the simulation of the metal forming processes. Because the characteristics as continuum of the sheet metal are represented with triangles and rectangles, the errors occur inevitably in finite element analysis. Many contact schemes to describe the deformation modes exactly have been introduced in order to decrease these errors. In this study, a scheme for continuous contact treatment is proposed in order to consider the realistic behavior of contact phenomena during the forming process. The discrete mesh causes stepwise propagation of contact nodes of the sheet even though the contact region of the real forming process is altered very smoothly. It gives rise to convergence problem in case that the process, for example bending process, is sensitive to the contact between the sheet and the tools. The analysis of the unconstrained cylindrical bending process without blank holder is also presented in order to investigate the effect of the proposed algorithm.

Z-map 모델을 이용한 정밀형상 모델링 (Precision Shape Modeling by Z-Map Model)

  • 박정환;정연찬;최병규
    • 한국정밀공학회지
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    • 제15권11호
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    • pp.180-188
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    • 1998
  • Z-map is a special form of discrete nonparametric representation in which the height values at grid points on the xy-plane are stored as a 2D array z[i.j]. While z-map is the simplest form of representing sculptured surfaces and it is the most versatile scheme for modeling nonparametric objects, its practical application in industry (eg, tool-path generation) aroused much controversy over its weaknesses ; accuracy, singularity (eg, vertical wall), and some excessive storage needs. Although z-map has such limitations, much research on the application of z-map can be found in various articles. However, research on the systematic analysis of sculptured surface shape representation via z-map model is rather rare. Presented in this paper are the following: shape modeling power of the simple z-map model, exact (within tolerance) B-map representation of sculptured surfaces which have some feature-shapes such as vertical-walls and real sharp-edges by adopting some complementary B-map models, and some application examples.

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Numerical Simulation of Two-Phase Flow field and Performance Prediction for Solid Rocket Motor Nozzle

  • Wahab, Shafqat;Kan, Xie;Yu, Liu
    • 한국추진공학회:학술대회논문집
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    • 한국추진공학회 2008년 영문 학술대회
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    • pp.275-282
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    • 2008
  • This paper presents numerical investigation of multi-phase flow in solid rocket motor nozzle and effect of multi-phases on the performance prediction of the Solid Rocket Motor. Aluminized propellants are frequently used in solid rocket motors to increase specific impulse. An Eulerian-Lagrangian description has been used to analyze the motion of the micrometer sized and discrete phase that consist of the larger particulates present in the Solid Rocket Motor. Uniform particles diameters and Rosin-Rammler diameter distribution method has been used for the simulation of different burning of aluminum droplets generating aluminum oxide smokes. Roe-FDS scheme has been used to simulate the effects of the multi-phase flow. The results obtained show the sensitivity of this distribution to the nozzle flow dynamics, primarily at the nozzle inlet and exit. The analysis also provides effect of two phases on performance prediction of Solid Rocket Motor.

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Efficient geometric nonlinear analyses of circular plate bending problems

  • Duan, Mei
    • Structural Engineering and Mechanics
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    • 제20권4호
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    • pp.405-420
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    • 2005
  • In this paper, a hybrid/mixed nonlinear shell element is developed in polar coordinate system based on Hellinger/Reissner variational principle and the large-deflection theory of plate. A numerical solution scheme is formulated using the hybrid/mixed finite element method (HMFEM), in which the nodal values of bending moments and the deflection are the unknown discrete parameters. Stability of the present element is studied. The large-deflection analyses are performed for simple supported and clamped circular plates under uniformly distributed and concentrated loads using HMFEM and the traditional displacement finite element method. A parametric study is also conducted in the research. The accuracy of the shell element is investigated using numerical computations. Comparisons of numerical solutions are made with theoretical results, finite element analysis and the available numerical results. Excellent agreements are shown.