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      KCI등재 SCIE SCOPUS

      Quasi-min-max Output-feedback Model Predictive Control for LPV Systems with Input Saturation

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      https://www.riss.kr/link?id=A104901073

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      다국어 초록 (Multilingual Abstract)

      In the research field of model predictive control (MPC), an output-feedback-type MPC method is consistentlyrequired for controlling a wide range of constrained systems. In this paper, we propose a two-stage controlstrategy for polytopic linear parameter varying (LPV) systems subject to input constraints. This strategy consistsof a modified quasi-min-max output-feedback MPC method and a novel terminal output-feedback robust controltechnique. The proposed control mechanism involves the system states to be first controlled via the MPC methodto be driven into a prescribed neighborhood of the origin, and then, the terminal output-feedback robust controlmethod guaranteeing the input constraints is applied to make such states converge to the origin. It is also verifiedthat our control method guarantees the closed-loop stability and feasibility in the presence of model uncertaintiesand input constraints. Finally, a numerical example is given to demonstrate its effectiveness.
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      In the research field of model predictive control (MPC), an output-feedback-type MPC method is consistentlyrequired for controlling a wide range of constrained systems. In this paper, we propose a two-stage controlstrategy for polytopic linear paramet...

      In the research field of model predictive control (MPC), an output-feedback-type MPC method is consistentlyrequired for controlling a wide range of constrained systems. In this paper, we propose a two-stage controlstrategy for polytopic linear parameter varying (LPV) systems subject to input constraints. This strategy consistsof a modified quasi-min-max output-feedback MPC method and a novel terminal output-feedback robust controltechnique. The proposed control mechanism involves the system states to be first controlled via the MPC methodto be driven into a prescribed neighborhood of the origin, and then, the terminal output-feedback robust controlmethod guaranteeing the input constraints is applied to make such states converge to the origin. It is also verifiedthat our control method guarantees the closed-loop stability and feasibility in the presence of model uncertaintiesand input constraints. Finally, a numerical example is given to demonstrate its effectiveness.

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      참고문헌 (Reference)

      1 J. H. Lee, "Worst-case formulation of model predictive control for systems with bounded parameters" 33 (33): 763-781, 1997

      2 Z. Wan, "Robust output feedback model predictive control using off-line linear matrix inequalities" 12 (12): 763-774, 2002

      3 M. V. Kothare, "Robust constrained model predictive control using linear matrix inequalities" 32 (32): 1361-1379, 1996

      4 Y. Lu, "Quasi-min-max MPC algorithm for LPV systems" 36 (36): 527-540, 2000

      5 J. -H. Park, "Output feedback model predictive control for LPV systems based on quasimin-max algorithm" 47 (47): 2052-2058, 2011

      6 R. Smith, "Model Predictive Control of Uncertain Constrained Linear Systems: LMI-based Methods" University of Cambridge 2006

      7 A. Casavola, "Min-max predictive control strategies for input-saturated polytopic uncertain systems" 36 (36): 125-133, 2000

      8 S. P. Boyd, "Linear Matrix Inequalities in Systems and Control Theory" SIAM 1994

      9 Mohammad Ali Mohammadkhani, "Design of Explicit Model Predictive Control for Constrained Linear Systems with Disturbances" 제어·로봇·시스템학회 12 (12): 294-301, 2014

      10 D. Q. Mayne, "Constrained model predictive control : stability and optimality" 36 (36): 789-814, 2000

      1 J. H. Lee, "Worst-case formulation of model predictive control for systems with bounded parameters" 33 (33): 763-781, 1997

      2 Z. Wan, "Robust output feedback model predictive control using off-line linear matrix inequalities" 12 (12): 763-774, 2002

      3 M. V. Kothare, "Robust constrained model predictive control using linear matrix inequalities" 32 (32): 1361-1379, 1996

      4 Y. Lu, "Quasi-min-max MPC algorithm for LPV systems" 36 (36): 527-540, 2000

      5 J. -H. Park, "Output feedback model predictive control for LPV systems based on quasimin-max algorithm" 47 (47): 2052-2058, 2011

      6 R. Smith, "Model Predictive Control of Uncertain Constrained Linear Systems: LMI-based Methods" University of Cambridge 2006

      7 A. Casavola, "Min-max predictive control strategies for input-saturated polytopic uncertain systems" 36 (36): 125-133, 2000

      8 S. P. Boyd, "Linear Matrix Inequalities in Systems and Control Theory" SIAM 1994

      9 Mohammad Ali Mohammadkhani, "Design of Explicit Model Predictive Control for Constrained Linear Systems with Disturbances" 제어·로봇·시스템학회 12 (12): 294-301, 2014

      10 D. Q. Mayne, "Constrained model predictive control : stability and optimality" 36 (36): 789-814, 2000

      11 Mohammed Chadli, "Constrained Model Predictive Control for Time-varying Delay Systems: Application to an Active Car Suspension" 제어·로봇·시스템학회 14 (14): 51-58, 2016

      12 Y. Su, "Comments on ‘Output feedback model predictive control for LPV systems based on quasimin-max algorithm’" 48 (48): 2385-, 2012

      13 Ali Khaki-Sedigh, "Closed Form Tuning Equations for Model Predictive Control of First-Order plus Fractional Dead Time Models" 제어·로봇·시스템학회 13 (13): 73-80, 2015

      14 F. A. Cuzzola, "An improved approach for constrained robust model predictive control" 38 (38): 1183-1189, 2002

      15 Z. Wan, "An efficient off-line formulation of robust model predictive control using linear matrix inequalities" 39 (39): 837-846, 2003

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      학술지 이력

      학술지 이력
      연월일 이력구분 이력상세 등재구분
      2023 평가예정 해외DB학술지평가 신청대상 (해외등재 학술지 평가)
      2020-01-01 평가 등재학술지 유지 (해외등재 학술지 평가) KCI등재
      2010-01-01 평가 등재학술지 유지 (등재유지) KCI등재
      2009-12-29 학회명변경 한글명 : 제어ㆍ로봇ㆍ시스템학회 -> 제어·로봇·시스템학회 KCI등재
      2008-01-01 평가 등재학술지 유지 (등재유지) KCI등재
      2007-10-29 학회명변경 한글명 : 제어ㆍ자동화ㆍ시스템공학회 -> 제어ㆍ로봇ㆍ시스템학회
      영문명 : The Institute Of Control, Automation, And Systems Engineers, Korea -> Institute of Control, Robotics and Systems
      KCI등재
      2005-01-01 평가 등재학술지 선정 (등재후보2차) KCI등재
      2004-01-01 평가 등재후보 1차 PASS (등재후보1차) KCI등재후보
      2002-07-01 평가 등재후보학술지 선정 (신규평가) KCI등재후보
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      학술지 인용정보

      학술지 인용정보
      기준연도 WOS-KCI 통합IF(2년) KCIF(2년) KCIF(3년)
      2016 1.35 0.6 1.07
      KCIF(4년) KCIF(5년) 중심성지수(3년) 즉시성지수
      0.88 0.73 0.388 0.04
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