• Title/Summary/Keyword: Parametric uncertainty

Search Result 162, Processing Time 0.04 seconds

The Uncertainty of Extreme Rainfall in the Near Future and its Frequency Analysis over the Korean Peninsula using CMIP5 GCMs (CMIP5 GCMs의 근 미래 한반도 극치강수 불확실성 전망 및 빈도분석)

  • Yoon, Sun-kwon;Cho, Jaepil
    • Journal of Korea Water Resources Association
    • /
    • v.48 no.10
    • /
    • pp.817-830
    • /
    • 2015
  • This study performed prediction of extreme rainfall uncertainty and its frequency analysis based on climate change scenarios by Coupled Model Intercomparison Project Phase 5 (CMIP5) for the selected nine-General Circulation Models (GCMs) in the near future (2011-2040) over the Korean Peninsula (KP). We analysed uncertainty of scenarios by multiple model ensemble (MME) technique using non-parametric quantile mapping method and bias correction method in the basin scale of the KP. During the near future, the extreme rainfall shows a significant gradually increasing tendency with the annual variability and uncertainty of extreme ainfall in the RCP4.5, and RCP8.5 scenarios. In addition to the probability rainfall frequency (such as 50 and 100-year return periods) has increased by 4.2% to 10.9% during the near future in 2040. Therefore, in the longer-term water resources master plan, based on the various climate change scenarios (such as CMIP5 GCMs) and its uncertainty can be considered for utilizing of the support tool for decision-makers in water-related disasters management.

Evaluation of structural dynamic responses by stochastic finite element method

  • Li, Q.S.;Fang, J.Q.;Liu, D.K.
    • Structural Engineering and Mechanics
    • /
    • v.8 no.5
    • /
    • pp.477-490
    • /
    • 1999
  • The uncertainties associated with structural parameters and dynamic loading are identified and discussed. Structural parametric uncertainties are treated as random variables and dynamic wind load is simulated as a random process. Dynamic wind-induced responses of structures with parametric uncertainties are investigated by using stochastic finite element method. The formulas for structural dynamic reliability analysis considering the randomness of structural resistance and loading are proposed. Two numerical examples of high-rise structures are presented to illustrate the proposed methodology. The calculated results demonstrate that the variation in structural parameters indeed influences the dynamic response and the first passage probability evaluation of structures.

Control of Robot Manipulators Using Robust Visual Feedback Controller with Integrator (적분기를 포함하는 시각궤환 강인제어기를 사용한 로봇 제어)

  • Jie, Min-Seok;Kim, Chin-Su;Lee, Kang-Woong
    • Proceedings of the KIEE Conference
    • /
    • 2005.10b
    • /
    • pp.89-91
    • /
    • 2005
  • In this paper, we propose a robust visual feedback controller with integral action for tracking control of n-link robot manipulators in the presence of constant bounded parametric uncertainties. The proposed control input has robustness to the parametric uncertainty and reduces tracking error in the steady-state. The stability of the closed-loop system is shown by Lyapunov method. The effectiveness of the proposed method is shown by simulation results on the 5-link robot manipulators with two degree of freedom.

  • PDF

Robust Controller Design of Nuclear Power Reactor by Parametric Method

  • Yoon-Joon Lee;Man-Gyun Na
    • Nuclear Engineering and Technology
    • /
    • v.34 no.5
    • /
    • pp.436-444
    • /
    • 2002
  • The robust controller for the nuclear reactor power control system is designed. Since the reactor model is not exact, it is necessary to design the robust controller that can work in the real situations of perturbations. The reactor model is described in the form of transfer function and the bound of each coefficient is determined to set up the linear interval system. By the Kharitonov and the edge theorem, a frequency based design template is made and applied to the determination of the controller. The controller designed by this method is simpler than that obtained by the H$_{\infty}$. Although the controller is designed with the basis of high power, it could be used even at low power.n at low power.

H_/H Sensor Fault Detection and Isolation of Uncertain Time-Delay Systems

  • Jee, Sung Chul;Lee, Ho Jae;Kim, Do Wan
    • Journal of Electrical Engineering and Technology
    • /
    • v.9 no.1
    • /
    • pp.313-323
    • /
    • 2014
  • Sensor fault detection and isolation problems subject to H_/$H_{\infty}$, performance are concerned for linear time-invariant systems with time delay in a state and parametric uncertainties. To that end, a model-based observer bank approach is pursued. The design conditions for both continuous- and discrete-time cases are formulated in terms of matrix inequalities, which are then converted to the problems solvable via an algorithm involving convex optimization.

Design of a Robust Stable Flux Observer for Induction Motors

  • Huh, Sung-Hoi;Seo, Sam-Jun;Choy, Ick;Park, Gwi-Tae
    • Journal of Electrical Engineering and Technology
    • /
    • v.2 no.2
    • /
    • pp.280-285
    • /
    • 2007
  • This paper presents a robustly adaptive flux observer for speed-sensorless induction motor control. The proposed approach employs additional robustifying signals to cope with the parametric uncertainties instead of designing an estimator, which has been normally used in power electronic drives. For that, the sliding-mode like adaptive controls are designed and their gain parameters are determined so that the observer dynamics are stable in the sense of Lyapunov, and furthermore they can guarantee the robustness against parametric uncertainties in induction motor systems. Estimated rotor speed is to be used to generate feedback control signal for the speed sensorless vector control system. To show the validity and efficiency of the proposed system, simulation results are presented.

Robust Control of the Nonlinear Hydraulic Servo System Using a PID Control Technique (PID 제어 기술을 이용한 비선형 유압 시스템의 강인 제어)

  • Yu, Sam-Hyeon;Lee, Jong-Won
    • Transactions of the Korean Society of Mechanical Engineers A
    • /
    • v.25 no.5
    • /
    • pp.850-856
    • /
    • 2001
  • Even though the hydraulic servo system has been widely used in industrial and military equipments since it has a lot of advantages, it is not easy to design controller due to the high nonlinearities and the parametric uncertainties. The dynamic behavior of the real process in the hydraulic servo system differs from that described by its model because the model is linearized. Another reason of the difference is caused by the variety of parameters, since the system parameters of the dynamic equation are affected by the operating conditions such as temperature and pressure. In this study, the designing process of the MRNC with a PID compensator is introduced and applied to the load sensing hydraulic servo system. The results show that the designed controller guarantees the robust control performance despite of both the nonlinearities and the parametric uncertainties.

Sensorless Speed Control System Using a Neural Network

  • Huh Sung-Hoe;Lee Kyo-Beum;Kim Dong-Won;Choy Ick;Park Gwi-Tae
    • International Journal of Control, Automation, and Systems
    • /
    • v.3 no.4
    • /
    • pp.612-619
    • /
    • 2005
  • A robust adaptive speed sensorless induction motor direct torque control (DTC) using a neural network (NN) is presented in this paper. The inherent lumped uncertainties of the induction motor DTC system such as parametric uncertainty, external load disturbance and unmodeled dynamics are approximated by the NN. An additional robust control term is introduced to compensate for the reconstruction error. A control law and adaptive laws for the weights in the NN, as well as the bounding constant of the lumped uncertainties are established so that the whole closed-loop system is stable in the sense of Lyapunov. The effect of the speed estimation error is analyzed, and the stability proof of the control system is also proved. Experimental results as well as computer simulations are presented to show the validity and efficiency of the proposed system.

Designing observer-based robust compensators for parametric uncertain systems by block-diagonal approach (분리 최적화 기법을 이용한 구조적 불확실계의 강인 제어기 설계)

  • 김경수;박영진
    • 제어로봇시스템학회:학술대회논문집
    • /
    • 1997.10a
    • /
    • pp.109-112
    • /
    • 1997
  • In this note, we investigate a noniterative design method of an observer-based robust H$\_$2/ controller in the presence of structured real parameter uncertainty by applying Riccati approach based on the guaranteed cost function. Motivated by the numerical difficulty of the problem, we try to develop a simple design method named as block-diagonal approach, which can be solved by the LMIs method. By assuming the block-diagonal structure of Riccati solution, the original problem can be derived into two sequentially decoupled optimization problems as LQG control problem. The proposed method seems to be numerically efficient in obtaining a feasible compensator.

  • PDF

Repetitive Control for the Track-Following Servo System of an Optical Disk Drive (광 디스크 드라이브의 트랙 추종 서보 시스템을 위한 반복 제어)

  • 문정호;이문노;정명진
    • Journal of Institute of Control, Robotics and Systems
    • /
    • v.5 no.1
    • /
    • pp.39-46
    • /
    • 1999
  • Disturbances acting on the track-following servo system of an optical disk drive inherently contain significant periodic components that cause tracking errors of a periodic nature. Such disturbances can be effectively rejected by employing a repetitive controller, which must be implemented carefully in consideration of system stability. Plant uncertainty makes it difficult to design a repetitive controller that will improve tracking performance yet preserve system stability. In this paper, we examine the problem of designing a repetitive controller for an optical disk drive track-following servo system with uncertain plant coefficients. We propose a graphical design technique based on the frequency domain analysis of linear interval systems. This design method results in a repetitive controller that will maintain system stability against all admissible plant uncertainties. We show simulation and experimental results to verify the validity of the proposed design method.

  • PDF