• 제목/요약/키워드: Robust experimental design

검색결과 341건 처리시간 0.023초

하중함수의 오토 튜닝에 의한 강인한 $H^{\infty}$ 속도제어기의 구현 (Implementation of the robust $H^{\infty}$ speed controller by auto-tuning of the weighting function)

  • 김동완;남징락;황기현;신동률;변기식
    • 대한전기학회:학술대회논문집
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    • 대한전기학회 2000년도 학술대회 논문집 전문대학교육위원
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    • pp.142-146
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    • 2000
  • In this paper, we are applied the Genetic Algorithm(GA) to design of the robust $H^{\infty}$ speed controller by auto-tuning of the weighting function. GA is used to design of the weighting functions in the robust $H^{\infty}$ controller. To evaluate the performances of the proposed robust $H^{\infty}$ controller, we make an experiment on $H^{\infty}$ speed controller of an actual DC servo- motor system with nonlinear characteristics. Experimental results show that proposed controller have better performance than those of PD controller.

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태양광발전 시뮬레이터의 강인제어설계 응용 (Application of Robust Controller Design to Photovoltaic System Simulator)

  • 이윤;전영환
    • 전기학회논문지
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    • 제59권2호
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    • pp.267-271
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    • 2010
  • Photovoltaic system simulator is under being developed for the performance test of Power conditioning system (PCS). The photovoltaic system simulator is required to emulate real system, which can be obtained by fast response controller. In this paper, we suggest a robust control method as a tool to design the simulator controller. The performance of the controller is determined by weighting functions, sensitivity function $W_1$ complementary sensitiviey function $W_3$, and a control signal shaping function $W_u$. Experimental results show that robust control method is promising for obtaining better performance of the photovoltaic system simulator.

강인한 비디오 워터마킹을 적용한 실시간 DVR 시스템의 설계 구현 (System Design and Realization for Real Time DVR System with Robust Video Watermarking)

  • 류광렬;김자환
    • 한국정보통신학회논문지
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    • 제10권6호
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    • pp.1019-1024
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    • 2006
  • 본 논문은 콘텐츠 보안을 위해 강인한 비디오 워터 마킹 알고리즘과 실시간 처리속도를 적용한 DVR시스템 설계 구현에 관한 연구이다. 강인한 비디오 워터마킹은 프레임내 공간영역삽입과 프레임간 삽입방법을 동시에 적용하고 영상 및 알고리즘을 실시간으로 처리하기 위해 64비트 4개의 전용DSP 프로세서 사용과 어셈블리 및 소프트 파이프라인 코드를 적용한다. 실험 결과 D1 영상에서 프레임 당 처리 시간이 움직임 60% 영상의 경우 약2.5ms 소요되었다.

역산문제 방법을 적용한 제네릭 의약품 개발 프로세스의 강건 설계 (Integrating Inverse problem to robust design for a generic drug development process)

  • ;신상문;정성훈
    • 품질경영학회지
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    • 제39권3호
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    • pp.365-376
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    • 2011
  • Robust design (RD) has emerged as a key feature in process design and development for more than twenty years. Many researchers and industrial engineers around the world have invested their intensive efforts to develop and apply RD in many fields in order to improve quality of output products. However, there is also room for improvement. The primary objective of this research is to determine "robust formulation" of a medicine by checking its gelation index. In order to achieve this target, based on the nature of problem, at first, a customized experimental format is designed for obtaining data. Second, time-depended responses based models are developed by the proposed inverse problem (IP) methodology. Third, an RD model based on mean square error (MSE) concept is introduced for time-depended responses. Finally, the proposed approach is illustrated by a case study while comparing obtained results to the response surface methodology (RSM) approach.

유전자 알고리즘을 이용한 다중 제한 조건을 만족하는 강인 트랙 추종 제어 (A Robust Track-following Control with Multiple Constraints Using Genetic Algorithm)

  • 이문노;이홍규;진경복
    • 한국소음진동공학회논문집
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    • 제22권3호
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    • pp.275-283
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    • 2012
  • This paper presents a design method of a robust tracking controller satisfying multiple constraints using genetic algorithm. A robust $H_{\infty}$ constraint with loop shaping is used to address disturbance attenuation with error limits and a loop gain constraint is considered so as not to enlarge the tracking loop gain and bandwidth unnecessarily. The robust $H_{\infty}$ constraint is expressed by a matrix inequality and the loop gain constraint is considered as an objective function so that genetic algorithm can be applied. Finally, a robust tracking controller can be obtained by integrating genetic algorithm with LMI approach. The proposed tracking controller design method is applied to the track-following system of an optical DVD recording drive and is evaluated through the experimental results.

Robust Stability eEaluation of Multi-loop Control Systems Based on Experimental Data of Frequency Response

  • Chen, Hong;Okuyama, Yoshifumi;Takemori, Fumiaki
    • 제어로봇시스템학회:학술대회논문집
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    • 제어로봇시스템학회 1995년도 Proceedings of the Korea Automation Control Conference, 10th (KACC); Seoul, Korea; 23-25 Oct. 1995
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    • pp.360-363
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    • 1995
  • In this paper, we describe the composition of frequency response bands based on experimental data of plants (controlled systems) with uncertainty and nonlinearity, and the robust stability evaluation of feedback control systems. Analysis and design of control systems using the upper and lower bounds of such experimental data would be effective as a practicable method which is not heavily dependent upon mathematical models such as the transfer function. First, we present a method to composite gain characteristic bands of frequency response of cascade connected plants with uncertainty and a recurrent inequality for the composition. Next, evaluation methods of the robust stability of multi-loop control systems obtained through feedback from the output terminals and multi-loop control systems obtained through feedback into the input terminals are described. In actual control systems, experimental data of frequency responses often depends on the amplitude of input. Therefore, we present the evaluation method of the nominal value and the width of the frequency response band in such a case, and finally give numerical examples based on virtual experimental data.

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섭동관측기를 연합한 강인 상태추정기 설계 및 해석 (Design and Analysis of a Robust State Estimator Combining Perturbation Observer)

  • 권상주
    • 제어로봇시스템학회논문지
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    • 제11권6호
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    • pp.477-483
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    • 2005
  • This article describes a robust state estimation method which enables to produce reliable estimates in spite of heavy perturbation including plant uncertainty and external disturbances. The main idea is to combine the standard state estimator with the perturbation observer in the estimator frame. The perturbation observer reflects equivalent quantity of plant uncertainty and external disturbances during the estimation process so that the state estimator dynamics gets as close as possible to the real plant dynamics. The robust state estimator proposed in this paper is given in a recursive discrete-time form which is very useful fur implementation purpose. In terms of the error dynamics derived for the robust state estimator, we discuss the stability issue and noise sensitivity. The effectiveness and practicality of the robust state estimator are verified through numerical examples and experimental results.

안정적인 사출성형조건의 탐색을 위한 지원시스템 (A Support System for Searching Robust Injection Molding Condition)

  • 김보현;백재용;이일랑
    • 산업공학
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    • 제18권1호
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    • pp.73-81
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    • 2005
  • Injection molding has been widely used in producing plastic parts in large quantities. However, its productivity mainly depends on the expertise and experience of skilled workers because of the difficulty and complexity to determine a robust injection molding condition which is not influenced by the minor operational variation of an injection molding machine and produces good parts continuously. This study analyzes the defect types of the parts and proposes a support system to assist users in determining the robust process condition. The support system calculates the start condition from the information of an injection mold, the injection molding machine, the resin used, and the part. Through the iterative step which updates the condition using the defect information of the part tested, users can obtain the initial condition which produces the part without any problem for the first time. The support system also assists users in obtaining the robust condition from the initial condition using the technique of experimental design. To prove the validity of the support system, this study implements it in the control panel of the injection molding machine.

선박용 중속 디젤 기관의 로바스트 속도제어기 개발 (Development of the Robust Speed Controller for Marine Medium Speed Diesel Engines)

  • 정병건;양주호;김창화
    • Journal of Advanced Marine Engineering and Technology
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    • 제20권4호
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    • pp.27-35
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    • 1996
  • The ship's propulsion efficiency depends upon a combibation of engine and propeller. The propeller has better efficiency as the engine has lower rotational speed. This situation led the engine manufacures to design the engine that has lower speed, longer stroke and a small number of cylinders. With this new trends the conventional mechanical-hydrualic governors for engine speed control have been replaced by digital speed controllers which adopted the PID control or the optimal control algorithm. But these control algorithms have not enough robustness to suppress the variations of the delay-time and the parameter perturbation especially in low speed engine. In this study we consider the perturbations of the engine parameters as the modeling uncetainties and design a robust speed controller for marine medium speed diesel engine by means of $ extit{H}_{infty}$control theory having the central solution. By comparing the results of the robust speed controller with those of mechanical governor and PID controller, the validity of the robust speed controller under parameter variations is confirmed. The speed control of the experimental diesel engine of carried out using actuator which is composed of PWM signal generator and D.C servo motor.

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선박용 중속 디젤 기관의 로바스트 속도제어기 개발 (Development of the Robust Speed Controller for Marine Medium Speed Diesel Engines)

  • 정병건;양주호;김창화
    • Journal of Advanced Marine Engineering and Technology
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    • 제20권4호
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    • pp.349-349
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    • 1996
  • The ship's propulsion efficiency depends upon a combibation of engine and propeller. The propeller has better efficiency as the engine has lower rotational speed. This situation led the engine manufacures to design the engine that has lower speed, longer stroke and a small number of cylinders. With this new trends the conventional mechanical-hydrualic governors for engine speed control have been replaced by digital speed controllers which adopted the PID control or the optimal control algorithm. But these control algorithms have not enough robustness to suppress the variations of the delay-time and the parameter perturbation especially in low speed engine. In this study we consider the perturbations of the engine parameters as the modeling uncetainties and design a robust speed controller for marine medium speed diesel engine by means of $ extit{H}_{infty}$control theory having the central solution. By comparing the results of the robust speed controller with those of mechanical governor and PID controller, the validity of the robust speed controller under parameter variations is confirmed. The speed control of the experimental diesel engine of carried out using actuator which is composed of PWM signal generator and D.C servo motor.