• 제목/요약/키워드: robust model

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Robust Model Predictive Control Using Polytopic Description of Input Constraints

  • Lee, Sang-Moon
    • Journal of Electrical Engineering and Technology
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    • 제4권4호
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    • pp.566-569
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    • 2009
  • In this paper, we propose a less conservative a linear matrix inequality (LMI) condition for the constrained robust model predictive control of systems with input constraints and polytopic uncertainty. Systems with input constraints are represented as perturbed systems with sector bounded conditions. For the infinite horizon control, closed-loop stability conditions are obtained by using a parameter dependent Lyapunov function. The effectiveness of the proposed method is shown by an example.

불확실성을 갖는 다변수 시스템의 이상검출기법 (Robust fault detection method for uncertain multivariable systems)

  • 홍일선;김대우;권오규
    • 제어로봇시스템학회:학술대회논문집
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    • 제어로봇시스템학회 1996년도 한국자동제어학술회의논문집(국내학술편); 포항공과대학교, 포항; 24-26 Oct. 1996
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    • pp.710-713
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    • 1996
  • This paper deals with the fault detection problem in uncertain linear multivariable systems having both model mismatch and noise. A robust detection presented by Kwon et al.(1994) for SISO systems has been here extended to the multivariable systems are derived. The model mismatch includes here linearization error as well as undermodelling. Comparisons are made with alternative fault detection method which do not account noise. The new method is shown to have good performance.

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Two-stage robust model following control of robot manipulators

  • Osuka, Koichi;Sugie, Toshiharu;Ono, Toshiro
    • 제어로봇시스템학회:학술대회논문집
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    • 제어로봇시스템학회 1987년도 한국자동제어학술회의논문집(한일합동학술편); 한국과학기술대학, 충남; 16-17 Oct. 1987
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    • pp.876-881
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    • 1987
  • This paper is concerned with a robust model following control scheme for manipulators which contains uncertain terms. Our method consists of nonlinear compensation and linear compensation. The former ensures the robustness of the plant, the later achieves both the desired model following response and the desired initial error convergence.

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동적인 매개변수 불확실성을 갖는 로보트 매니퓰레이터와 조작기에 대한 강건한 제어기 (Robust controller for actuator plus manipulator with dynamic parameter uncertainty)

  • 정을호;이종용;이상효
    • 제어로봇시스템학회:학술대회논문집
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    • 제어로봇시스템학회 1990년도 한국자동제어학술회의논문집(국내학술편); KOEX, Seoul; 26-27 Oct. 1990
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    • pp.161-166
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    • 1990
  • In this paper, Proposed the robust controller for robot manipulator plus actuator with dynamic parameter uncertainties. In general, errors and uncertainties system parameters exist more or less between the actual system and mathematical model. To reduce these trems, used Lyapunov stability theorem. The performance of the controller is evaluated for the three degree of freedom robot manipulator plus actuator model with uncertainties of parameters and model errors.

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A SIGN TEST FOR UNIT ROOTS IN A SEASONAL MTAR MODEL

  • Shin, Dong-Wan;Park, Sei-Jung
    • Journal of the Korean Statistical Society
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    • 제36권1호
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    • pp.149-156
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    • 2007
  • This study suggests a new method for testing seasonal unit roots in a momentum threshold autoregressive (MTAR) process. This sign test is robust against heteroscedastic or heavy tailed errors and is invariant to monotone data transformation. The proposed test is a seasonal extension of the sign test of Park and Shin (2006). In the case of partial seasonal unit root in an MTAR model, a Monte-Carlo study shows that the proposed test has better power than the seasonal sign test developed for AR model.

제한된 외란하에서의 강인한 이산 시간 모델 추종 적응 제어 (A Robust Discrete-Time Model Reference Adaptive Control in the Presence of Bounded Disturbances)

  • 이호진;함운철;최계근
    • 대한전자공학회논문지
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    • 제25권12호
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    • pp.1618-1624
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    • 1988
  • In this paper, a robust discrete model reference adaptive controller is proposed using a generalized model reference adaptive algorithm for single-input single-output discrete systems. A signal dependent time-varying dead-zone is employed in a generalized adaptive control structure. This adaptive controller is shown to assure the boundedness of the signals of the system even in the presence of bounded external disturbance.

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항행시스템 성능향상을 위한 강인한 필터링 알고리즘 (Robust Filtering Algorithm for Improvement of Air Navigation System)

  • 조태환;김진혁;최상방
    • 한국항행학회논문지
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    • 제19권2호
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    • pp.123-132
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    • 2015
  • CNS/ATM(communication navigation surveillance / air traffic management)의 감시 분야에서는 ADS-B(automatic dependent surveillance - broadcast) 시스템, MLAT(multilateration) 시스템, WAM(wide area multilateration) 시스템이 구축되고 있다. ADS-B, MLAT, WAM 시스템의 항공기 추적 성능이 기존의 레이더에 비해 매우 우수하지만 여전히 오차를 포함하고 있다. 따라서 본 논문에서는 차세대 항행시스템의 오차를 줄이고 항공기 추적 성능을 높일 수 있는 필터링 알고리즘을 제안하였다. 필터링 알고리즘 중에서 가장 유용하다고 알려진 IMM(interacting multiple model) 필터를 개선한 Robust IMM 필터를 사용하였으며, ADS-B, MLAT, WAM 시스템 등의 차세대 항공기 추적 시스템에 적용하였다. Robust IMM 필터는 항공기 추적성능을 향상시킬 뿐만 아니라 항공기 위치 데이터가 손실되더라도 필터에서 계산한 추정값을 이용하여 지속적인 위치 추적을 가능하게 한다. 필터링 알고리즘을 차세대 항행시스템에 적용했을 때 평균 19.21%의 성능향상이 있었다.

Robust investment model for long range capacity expansion of chemical processing networks using two-stage algorithm

  • Bok, Jinkwang;Lee, Heeman;Park, Sunwon
    • 제어로봇시스템학회:학술대회논문집
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    • 제어로봇시스템학회 1997년도 한국자동제어학술회의논문집; 한국전력공사 서울연수원; 17-18 Oct. 1997
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    • pp.1758-1761
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    • 1997
  • The problem of long range capacity expansion planing for chemical processing network under uncertain demand forecast secnarios is addressed. This optimization problem involves capactiy expansion timing and sizing of each chemical processing unit to maximize the expected net present value considering the deviation of net present values and the excess capacity over a given time horizon. A multiperiod mixed integer nonlinear programming optimization model that is both solution and modle robust for any realization of demand scenarios is developed using the two-stage stochastic programming algorithm. Two example problems are considered to illustrate the effectiveness of the model.

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Robust $H_{\infty}$ Control for Uncertain Two-Dimensional Discrete Systems Described by the General Model via Output Feedback Controllers

  • Xu, Huiling;Zou, Yun;Xu, Shengyuan;Guo, Lei
    • International Journal of Control, Automation, and Systems
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    • 제6권5호
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    • pp.785-791
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    • 2008
  • This paper considers the problem of robust $H_{\infty}$ control for uncertain 2-D discrete systems in the General Model via output feedback controllers. The parameter uncertainty is assumed to be norm-bounded. The purpose is the design of output feedback controllers such that the closed-loop system is stable while satisfying a prescribed $H_{\infty}$ performance level. In terms of a linear matrix inequality, a sufficient condition for the solvability of the problem is obtained, and an explicit expression of desired output feedback controllers is given. An example is provided to demonstrate the application of the proposed method.