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성능지수와 제약조건을 고려한 불안정 시스템의 제어

Control of Unstable Systems Concerned with the Performance Indexes and Constraints

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주제분류기계공학

초록

A technique for determining the feedback gain of the states feedback controller using a real-coded genetic algorithm(RCGA) is presented. It is concerned with the states error to the performance index of a RCGA. As for assessing the performance of the controller three performance criteria (ISE, IAE and ITAE) are adopted. And designing the controller involves a constrained optimization problem. Therefore, a real-coded genetic algorithm incorporating the penalty strategy is used. The performance of the proposed method is demonstrated through a set of simulation about an inverted pendulum system.

Abstract

A technique for determining the feedback gain of the states feedback controller using a real-coded genetic algorithm(RCGA) is presented. It is concerned with the states error to the performance index of a RCGA. As for assessing the performance of the controller three performance criteria (ISE, IAE and ITAE) are adopted. And designing the controller involves a constrained optimization problem. Therefore, a real-coded genetic algorithm incorporating the penalty strategy is used. The performance of the proposed method is demonstrated through a set of simulation about an inverted pendulum system.

참고문헌 (8)

  1. Zheng Dazhong, "Linear System Theory" (1990), Tsinghua press
  2. Kalman,R,E, "When is a Linear Control System Optimal", J. Basic Eng, pp.51~56 (1964)
  3. Wang Yaoqing, "The Determination of Weighting Matrices in LQ Optimal Control Systems", ACTA Automatica Sinica, 18(2), pp.213~217 (1992), 213-217
  4. K. Sugimoto, "Partial Pole Placement by LQ Regulators: An Inverse Problem Approach", IEEE Transactions on Automatic Control, 43(5), pp.706~708 (1998)
  5. M. H. Hsueh, "A New Eigenvalue Placement Method for Linear Dynamic Systems", Proceedings of the 36th Conference on Decision and Control, pp.4286~4287 (1997)
  6. 진강규, "유전알고리즘과 그 응용" (2004), 교우사
  7. 진강규, "최적화기법으로서의 유전알고리즘과 그 응용", 21(2) (1997), 한국박용기관학회
  8. 안종갑, "RCGA를 이용한 도립진자 시스템의 파라미터 추정 및안정화 제어", 한국마린엔지니어링학회지, 30(6), pp.746~752 (2006), 한국마린엔지니어링학회

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