• 제목/요약/키워드: nonlinear predictor

검색결과 80건 처리시간 0.023초

Interior Point Method를 이용한 최적조류계산 알고리듬 개발에 관한 연구 (A Study on Optimal Power Flow Using Interior Point Method)

  • 김발호
    • 대한전기학회논문지:전력기술부문A
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    • 제54권9호
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    • pp.457-460
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    • 2005
  • This paper proposes a new Interior Point Method algorithm to improve the computation speed and solution stability, which have been challenging problems for employing the nonlinear Optimal Power Flow. The proposed algorithm is different from the tradition Interior Point Methods in that it adopts the Predictor-Corrector Method. It also accommodates the five minute dispatch, which is highly recommenced in modern electricity market. Finally, the efficiency and applicability of the proposed algorithm is demonstrated with a case study.

Robust Nonlinear Control of Air-to-Fuel Ratio in Spark Ignition Engines

  • Myoungho Sunwoo;Paljoo Yoon;Park, Seungbum;Lee, Wootaik
    • Journal of Mechanical Science and Technology
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    • 제15권6호
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    • pp.699-708
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    • 2001
  • This paper presents a new approach to the AFR (Air-to-Fuel Ratio) control problem, which is based on the wide-band oxygen sensor output. The dedicated nonlinear controller is based on the feedback lineaization technique. It is well known that the feedback linearizing control technique requires an exact model of the plant for the cancellation of plant nonlinearities. A sliding mode control scheme is applied which can effectively compensate the modeling uncertainties. The measurement time delay of an oxygen sensor limits the gain of the feedback controller. Hence, time delay compensation procedure is necessary for the improvement of control performance. The Smith predictor is adopted to compensate the effects of time delay. The simulation and experimental results show that the proposed controllers can effectively reduce the transient peaks of AFR in spite of fast tip-in and tip-out maneuvers of the throttle.

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신경망을 이용한 비정적 신호의 비선형 예측 (Nonlinear Prediction of Nonstationary Signals using Neural Networks)

  • 최한고;이호섭;김상희
    • 전자공학회논문지S
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    • 제35S권10호
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    • pp.166-174
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    • 1998
  • 신경망은 분산된 비선형 처리구조와 학습능력 때문에 높은 차수의 비선형 동특성 구현능력을 갖고 있으므로 비정적 신호에 대한 적응예측을 수행할 수 있다. 본 논문에서는 두 가지 방법 (비선형 모듈구조와 비선형과 선형모듈이 직렬로 연결된 예측구조)으로 비정적 신호의 비선형 예측을 다루고 있다. 완전 궤환된 리커런트 신경망과 기존의 TDL(tapped-delay-line) 필터가 비선형과 선형모듈로 각각 사용되었다. 제안된 예측기의 동특성은 카오스 시계열과 음성신호에 대해 시험하였으며, 예측성능의 상대적인 비교를 위해 기존의 ARMA(autoregressive moving average) 구조의 선형 예측모델과 비교하였다. 실험결과에 의하면 신경망을 이용한 적응 예측기는 선형 예측기보다 예측성능이 훨씬 우수하였으며, 특히 직렬구조의 예측기는 신호가 크게 변화하는 시계열의 예측에 효과적으로 사용할 수 있음을 확인하였다.

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Nonlinear analysis of thin shallow arches subject to snap-through using truss models

  • Xenidis, H.;Morfidis, K.;Papadopoulos, P.G.
    • Structural Engineering and Mechanics
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    • 제45권4호
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    • pp.521-542
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    • 2013
  • In this study a truss model is used for the geometrically nonlinear static and dynamic analysis of a thin shallow arch subject to snap-through. Thanks to the very simple geometry of a truss, the equilibrium conditions can be easily written and the global stiffness matrix can be easily updated with respect to the deformed structure, within each step of the analysis. A very coarse discretization is applied; so, in a very simple way, the high frequency modes are suppressed from the beginning and there is no need to develop a complicated reduced-order technique. Two short computer programs have been developed for the geometrically nonlinear static analysis by displacement control of a plane truss model of a structure as well as for its dynamic analysis by the step-by-step time integration algorithm of trapezoidal rule, combined with a predictor-corrector technique. These two short, fully documented computer programs are applied on the geometrically nonlinear static and dynamic analysis of a specific thin shallow arch subject to snap-through.

퍼지 신경 회로망을 이용한 혼돈 비선형 시스템의 예측 제어기 설계 (Design of Predictive Controller for Chaotic Nonlinear Systems using Fuzzy Neural Networks)

  • 최종태;박진배;최윤호
    • 대한전기학회:학술대회논문집
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    • 대한전기학회 2000년도 추계학술대회 논문집 학회본부 D
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    • pp.621-623
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    • 2000
  • In this paper, the effective design method of the predictive controller using fuzzy neural networks(FNNs) is presented for the Intelligent control of chaotic nonlinear systems. In our design method of controller, predictor parameters are tuned by the error value between the actual output of a chaotic nonlinear system and that of a fuzzy neural network model. And the parameters of predictive controller using fuzzy neural network are tuned by the gradient descent method which uses control error value between the actual output of a chaotic nonlinear system and the reference signal. In order to evaluate the performance of our controller, it is applied to the Duffing system which are the representative continuous-time chaotic nonlinear systems and the Henon system which are representative discrete-time chaotic nonlinear systems.

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45Mb/s의 컬러 TV전송을 위한 기본적 DPCM시스템의 구성연구 (Design and Implementation of a Composite DPCM System for NTSC Color TV Signal)

  • 박석현;이만섭;김재균
    • 한국통신학회논문지
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    • 제8권4호
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    • pp.156-163
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    • 1983
  • 旣存의 44,736Mbps 傳送路에 適用하여 컬러TV信號를 傳送할수 있는 合成信號形DPCM시스템이 設計, 構成되었다. 使用된 豫測方法은 4개의 畵素를 利用하는 旣存의 2次元豫測方法이며 5비트에 해당하는 非線形量子器가 使用되었다. 實時間處理를 위해 주로 ECL素子가 많이 使用되었다. 實驗結果를 통하여 本DPCM시스템은 旣存의 傳送路를 使用하여 TV放送信號를 CATV品質이상으로 傳送할 수 있는 能力이 있음을 確認할 수 있었다.

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프레딕터.코렉터방법에 의한 터널다이오드 발진회로의 해석 (Analysis of a Tunnel-Diode Oscillator Circuit by Predictor-Corrector Method)

  • 이정한;차균현
    • 대한전자공학회논문지
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    • 제10권6호
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    • pp.45-55
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    • 1973
  • 본 논문은 한개의 터널다이오드로 구성된 시간에 무관한 비선형 회로를 논한다 부저항 소자로 구성된 비선형 회로의 해를 구하기 전에 비선형 소자의 정특성을 어떤 함수로 표시할 필요가 있다. 최소 자승법에 의해서 정특성을 표현하는 근사 다항식 커브를 구했다. 비선형 회로를 해석하기 위해서는 우선 그 회로에 관한 상태방정식이 설정되면 프레딕터·코렉터 방법에 의해서 해를 구할수 있다. 최종적으로, 비선형 회로의 안정도와 발진 조건을 논하기 위해서 limit cycle을 점철했다.

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On Feedback Linearization of Nonlinear Time-Delay Systems

  • Shin, Hee-Sub;Lim, Jong-Tae
    • 제어로봇시스템학회:학술대회논문집
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    • 제어로봇시스템학회 2004년도 ICCAS
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    • pp.1906-1908
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    • 2004
  • We propose a result on the stabilization of nonlinear time-delay systems via the feedback linearization method. Using the predictor based control and the parametric coordinate transformation, we introduce a stabilizing controller to compensate time delay. Specifically, we present the delay-dependent stability analysis to makes the considered system stable. Also, an illustrative example is provided

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격막 설치에 따른 비선형 슬로싱 특성 연구 (Characteristic Analysis of Nonlinear Sloshing in Baffled Tank)

  • 이홍우;조진래
    • 대한기계학회논문집A
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    • 제29권11호
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    • pp.1455-1462
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    • 2005
  • In this paper, we intend to introduce a nonlinear finite element method based on the fully nonlinear potential flow theory in order to simulate the large amplitude sloshing flow in two-dimensional baffled tank subject to horizontally forced excitation. The free surface is tracked by a direct time differentiation scheme with the four-step predictor-corrector time integration method. The flow velocity is accurately recovered from the velocity potential by second-order least square method. In order to maintain the finite element mesh regularity and total mass, the semi-Lagrangian surface tracking method with area conservation is applied. According to the numerical formulae, we perform the parametric experiments by varying the installation height and the opening width of baffles, in order to examine the effects of baffle on the nonlinear liquid sloshing. From the numerical results, the hydrodynamic characteristics of the large amplitude sloshing are investigated.

Complementarity and nonlinear structural analysis of skeletal structures

  • Tin-Loi, F.
    • Structural Engineering and Mechanics
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    • 제5권5호
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    • pp.491-505
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    • 1997
  • This paper deals with the formulation and solution of a wide class of structures, in the presence of both geometric and material nonlinearities, as a particular mathematical programming problem. We first present key ideas for the nonholonomic (path dependent) rate formulation for a suitably discretized structural model before we develop its computationally advantageous stepwise holonomic (path independent) counterpart. A feature of the final mathematical programming problem, known as a nonlinear complementarity problem, is that the governing relations exhibit symmetry as a result of the introduction of so-called nonlinear "residuals". One advantage of this form is that it facilitates application of a particular iterative algorithm, in essence a predictor-corrector method, for the solution process. As an illustrative example, we specifically consider the simplest case of plane trusses and detail in particular the general methodology for establishing the static-kinematic relations in a dual format. Extension to other skeletal structures is conceptually transparent. Some numerical examples are presented to illustrate applicability of the procedure.