• 제목/요약/키워드: Lyapunov stability theory

검색결과 236건 처리시간 0.022초

퍼지 리아푸노프 함수를 이용한 어파인 퍼지 시스템의 완화된 안정도 조건 (Relaxed Stability Condition for Affine Fuzzy System Using Fuzzy Lyapunov Function)

  • 김대영;박진배;주영훈
    • 전기학회논문지
    • /
    • 제61권10호
    • /
    • pp.1508-1512
    • /
    • 2012
  • This paper presents a relaxed stability condition for continuous-time affine fuzzy system using fuzzy Lyapunov function. In the previous studies, stability conditions for the affine fuzzy system based on quadratic Lyapunov function have a conservativeness. The stability condition is considered by using the fuzzy Lyapunov function, which has membership functions in the traditional Lyapunov function. Based on Lyapunov-stability theory, the stability condition for affine fuzzy system is derived and represented to linear matrix inequalities(LMIs). And slack matrix is added to stability condition for the relaxed stability condition. Finally, simulation example is given to illustrate the merits of the proposed method.

Lyapunov 안정도이론에 기초를 둔 이산기준모델 적응제어 (Discrete Model Reference Adaptive Control based on Lyapunov's Stability Theory)

  • 함운철;최계근
    • 대한전자공학회논문지
    • /
    • 제24권6호
    • /
    • pp.942-947
    • /
    • 1987
  • In this paper, we suggest a new adaptive control theory for discrete-time single-input single output systems based on the Lyapunov's stability theory by using the fact that the transfer function of the model is strictly positive real. And also, obervers are used in the structure of controller. The result of computer simulation shows that the proposed algorithm can be applied to both stable and unstable plants.

  • PDF

다중 Lyapunov 기방 하이브리드 시스템에 안정화 제어기 설계 및 군집 차량의 종방향 거리 제어시스템의 용용 (Design of a Stabilizing Controller for Hybrid systems with as Application to Longitudinal Spacing Control in a Vehicle Platoon)

  • 김진변;최재원;김영호
    • 제어로봇시스템학회논문지
    • /
    • 제7권6호
    • /
    • pp.477-486
    • /
    • 2001
  • Many physical systems can be modeled by incorporating continuous and discrete event nature together. Such hybrid systems contain both continuous and discrete states that influence the dynamic be-havior of the systems. There has been an increasing interest in thers types of systems during the last dec-ade, mostly due to the growing usage of computers in the control of physical plants but also as a result of the hybrid nature of physical processes. The stability theory for hybrid systems is considered as extension of Lyapunov theory where the existence of an abstract energy function satisfying certain properties verifies stability, called multiple Lyapunov theory. In this paper, a hybrid stabilizing controller is proposed using the control Lyapunov function method and multiple Lyapunov theory, and the proposed method is applied to lon-gitudinal spacing control in a vehicle platoon for intelligent transportation systems(ITS).

  • PDF

시간지연 시스템을 위한 리아푸노브 이론 기반 상태 피드백 제어기 설계 (Design of Lyapunov Theory based State Feedback Controller for Time-Delay Systems)

  • 조현철;신찬배
    • 전기학회논문지
    • /
    • 제62권1호
    • /
    • pp.95-100
    • /
    • 2013
  • This paper presents a new state feedback control approach for communication networks based control systems in which control input and output observation time-delay natures are generally occurred in practice. We first establish a generic state feedback control framework based on well-known linear system theory. A maximum time-delay value which allows critical stability of whole control system are defined to make a positive definite Lyapunov function which is mathematically composed of controlled system states. We analytically derive its control parameters by using a steepest descent optimization method in order to guarantee a stability condition through Lyapunov theory. Computer simulation is numerically carried out for demonstrating reliability of the proposed NCS algorithm and a comparative study is accomplished to prove its superiority for which the traditional control approach for NCS is made use of under same simulation scenarios.

NEW CONDITIONS ON EXISTENCE AND GLOBAL ASYMPTOTIC STABILITY OF PERIODIC SOLUTIONS FOR BAM NEURAL NETWORKS WITH TIME-VARYING DELAYS

  • Zhang, Zhengqiu;Zhou, Zheng
    • 대한수학회지
    • /
    • 제48권2호
    • /
    • pp.223-240
    • /
    • 2011
  • In this paper, the problem on periodic solutions of the bidirectional associative memory neural networks with both periodic coefficients and periodic time-varying delays is discussed. By using degree theory, inequality technique and Lyapunov functional, we establish the existence, uniqueness, and global asymptotic stability of a periodic solution. The obtained results of stability are less restrictive than previously known criteria, and the hypotheses for the boundedness and monotonicity on the activation functions are removed.

댐핑 영향을 반영하는 Lyapunov 함수 그룹의 유도 및 응용 (Derivation of a Group of Lyapunov Functions reflecting Damping Effects and its Application)

  • 문영현;최병곤;노태훈;이태식;이윤섭
    • 대한전기학회:학술대회논문집
    • /
    • 대한전기학회 1995년도 추계학술대회 논문집 학회본부
    • /
    • pp.195-198
    • /
    • 1995
  • Most of the theorems of nonlinear stability is based on the Lyapunov stability theory. The Lyapunov function method is the most well-known and provides precise and rigorous theoretical backgrounds. However, tile conventional approach to direct stability analysis has been performed without taking account of damping effects. For accurate stability analysis of nonlinear systems, it is required to consider the damping effects. This paper presents a new method to derive a group of Lyapunov functions to reflect the damping effects by considering the integral relationships of the system governing equations. This method tan be utilized as a powerful tool to determine the region of attraction.

  • PDF

OUTPUT FEEDBACK SLEWING CONTROL OF FLEWIBLE SPACECRAFT BY LYAPUNOV STABILITY THEORY

  • Kim, Dae-Sik;Kim, Chun-Hwey;Bang, Hyo-Choong
    • Journal of Astronomy and Space Sciences
    • /
    • 제14권2호
    • /
    • pp.367-374
    • /
    • 1997
  • Slewing maneuver and vibration suppression control of flexible spacecraft model by Lyapunov stability theory are considered. The specific model considered in this paper consists of a rigid hub with an elastic appendage attached to the central hub and tip mass. Attitude control to point and stabilize single axis using reaction wheel type device is tested. To control all flexible modes is so critical to designing an active control law. We therefore considered an direct output feeback control design by using Lyapunov stability theory. It is shown that the ouput feedback control law design with proposed configuration gives satisfactory result in slewing performance and vibration suppression control.

  • PDF

SYNCHRONIZATION OF UNIDIRECTIONAL RING STRUCTURED IDENTICAL FITZHUGH-NAGUMO NETWORK UNDER IONIC AND EXTERNAL ELECTRICAL STIMULATIONS

  • Ibrahim, Malik Muhammad;Jung, Il Hyo
    • East Asian mathematical journal
    • /
    • 제36권5호
    • /
    • pp.547-554
    • /
    • 2020
  • Synchronization of unidirectional identical FitzHugh-Nagumo systems coupled in a ring structure under ionic and external electrical stimulations is investigated. In this network, each neuron is only connected and transmit signals to its next neuron via synaptic strength called gapjunctions. Adaptive control theory and Lyapunov stability theory are used to propose a unique control scheme with necessary and sufficient conditions which guarantee the synchronization of the neuronal network. Finally, the effectiveness of the proposed scheme is shown through numerical simulations.

Lyapunov 강인 안정성 조건을 이용한 강인 최적 뱅뱅 제어기 (Robust Optimal Bang-Bang Controller Using Lyapunov Robust Stability Condition)

  • 박영진;문석준;박윤식;임채욱
    • 제어로봇시스템학회논문지
    • /
    • 제12권5호
    • /
    • pp.411-418
    • /
    • 2006
  • There are mainly two types of bang-bang controllers for nominal linear time-invariant (LTI) system. Optimal bang-bang controller is designed based on optimal control theory and suboptimal bang-bang controller is obtained by using Lyapunov stability condition. In this paper, the suboptimal bang-bang control method is extended to LTI system involving both control input saturation and structured real parameter uncertainties by using Lyapunov robust stability condition. Two robust optimal bang-bang controllers are derived by minimizing the time derivative of Lyapunov function subjected to the limit of control input. The one is developed based on the classical quadratic stability(QS), and the other is developed based on the affine quadratic stability(AQS). And characteristics of the two controllers are compared. Especially, bounds of parameter uncertainties which theoretically guarantee robust stability of the two controllers are compared quantitatively for 1DOF vibrating system. Moreover, the validity of robust optimal bang-bang controller based on the AQS is shown through numerical simulations for this system.

강인한 고이득 관측기 설계 및 안정성 해석 (Lyapunov Based Stability Analysis and Design of A Robust High-Gain Observer)

  • 유성훈;현창호
    • 전자공학회논문지SC
    • /
    • 제47권2호
    • /
    • pp.8-15
    • /
    • 2010
  • 본 논문은 비선형 시스템에 대하여 강인한 고이득 관측기 설계 방법을 제안하였고 그것의 안정성을 리아푸노프 이론을 기반으로 분석하였다. 그 시스템의 상태는 측정 할 수 없다고 가정하였다. 제안된 고이득 관측기는 역학식에 추정 오차의 적분을 포함한다. 그것은 고이득 관측기의 성능을 향성시키고 제안된 관측기가 잡음, 불확실성, 피킹 현상과 같은 것들에 대해 강인하도록 만든다. 그것의 안정성은 리아푸노프 방법에 의해 분석된다. 이를 출력 되먹임 제어기에 적용하였고 모의실험 결과를 통해 기존의 관측기기반의 출력 되먹임 제어기, 상태 되먹임 제어기와 비교하여 제안된 방법의 효율성을 증명하였다.