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      선형피드백시스템에 대한 직접학습제어 = Direct Learning Control for Linear Feedback Systems

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      https://www.riss.kr/link?id=A104286847

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      다국어 초록 (Multilingual Abstract)

      In this paper, a Direct Learning Control (DLC) method is proposed for linear feedback systems to improve the tracking performance when the task of the control system is repetitive. DLC can generate the desired control input directly from the previousl...

      In this paper, a Direct Learning Control (DLC) method is proposed for linear feedback systems to improve the tracking performance when the task of the control system is repetitive. DLC can generate the desired control input directly from the previously learned control inputs corresponding to other output trajectories. It is assumed that all the desired output functions given to the system have some relations called proportionality and it is shown by mathematical analysis that DLC can be utilized to generate additional control efforts for the perfect tracking. To show the validity and tracking performance of the proposed method, some simulations are performed for the tracking control of a linear system with a PI controller.

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      참고문헌 (Reference)

      1 J.-X. Xu, ""Direct learning control design for a class of linear time-varying switched systems" 466-470, 2003

      2 P. B. Goldsmith, "The equivalence of LTI iterative learning control and feedback control" 5 : 3443-3448, 2000

      3 Z. Bien, "Iterative learning control-Analysis, Design, Integration and Applications" Academic Publishers 1998

      4 T.-J. Jang, "Iterative learning control in feedback systems" 31 (31): 243-248, 1995

      5 M. Norrlof, "Experimental comparison of some classical iterative learning control algorithms" 18 (18): 636-641, 2002

      6 J.-X. Xu, "Dual-scale direct learning control of trajectory tracking for a class of nonlinear uncertain systems" 44 : 1884-1888, 1999

      7 J.-X Xu, "Direct learning of control efforts fortrajectories with different time scales" 43 : 1027-1030, 1998

      8 H.-S. Ahn, "DLC Approach to Reference Input Shaping" 166-169, 2003

      9 T. Y. Kuc, "An adaptive PID learning control of robot manipulators" 36 : 717-725, 2000

      10 J. Y. Choi, "Adaptive iterative learning control of uncertain robotic systems" 147 (147): 217-223, 2000

      1 J.-X. Xu, ""Direct learning control design for a class of linear time-varying switched systems" 466-470, 2003

      2 P. B. Goldsmith, "The equivalence of LTI iterative learning control and feedback control" 5 : 3443-3448, 2000

      3 Z. Bien, "Iterative learning control-Analysis, Design, Integration and Applications" Academic Publishers 1998

      4 T.-J. Jang, "Iterative learning control in feedback systems" 31 (31): 243-248, 1995

      5 M. Norrlof, "Experimental comparison of some classical iterative learning control algorithms" 18 (18): 636-641, 2002

      6 J.-X. Xu, "Dual-scale direct learning control of trajectory tracking for a class of nonlinear uncertain systems" 44 : 1884-1888, 1999

      7 J.-X Xu, "Direct learning of control efforts fortrajectories with different time scales" 43 : 1027-1030, 1998

      8 H.-S. Ahn, "DLC Approach to Reference Input Shaping" 166-169, 2003

      9 T. Y. Kuc, "An adaptive PID learning control of robot manipulators" 36 : 717-725, 2000

      10 J. Y. Choi, "Adaptive iterative learning control of uncertain robotic systems" 147 (147): 217-223, 2000

      11 K. H. Park, "A study on robustness of PID-type iterative learning controller against initial state error" 30 (30): 49-59, 1999

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      2007-01-01 평가 학술지 통합(등재유지)
      2006-01-01 평가 등재학술지 유지(등재유지) KCI등재
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      2001-07-01 평가 등재학술지 선정(등재후보2차) KCI등재
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