• 제목/요약/키워드: Linearization Method

검색결과 484건 처리시간 0.03초

확장 $H^{\infty}$ 필터를 이용한 표적 추적 시스템 설계 (Design of Target Tracking systems Using The extended $H^{\infty}$ Filter)

  • 이현석;나원상;진승희;윤태성;박진배
    • 대한전기학회:학술대회논문집
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    • 대한전기학회 1999년도 하계학술대회 논문집 B
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    • pp.649-652
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    • 1999
  • In this paper, the design method of target tracking systems using the extended $H^{\infty}$ filter(EHF) is proposed. Usually, a Cartesian coordinate frame is tell suited to describe the target dynamics. However, the measurements made in radar-centered polar coordinates are expressed as nonlinear equations in Cartesian coordinates. Thus the tacking problem is concerned with the nonlinear estimation. The extended $H^{\infty}$ filter is able to deal with the problems arising in the target tacking systems such as the parameter uncertainty included inevitably in modeling physical systems mathematically, the unavailableness of the stochastic information about exogenous disturbances, and errors due to the linearization of measurement equations. We show the proposed filter is robuster than the extended Kalman filter(EKF) through a simple target tracking example.

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구조물의 확률론적 지진손상평가 (Probabilistic Seismic Damage Assessment of Structures)

  • 이성로;오병환
    • 대한토목학회논문집
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    • 제14권5호
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    • pp.1097-1104
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    • 1994
  • 구조물은 그 수명기간동안 여러 하중을 받게 되고 이로 인해 손상을 입을 수 있으며 때로는 극심한 외부하중에 대해 구조물이 제기능을 상실하거나 파괴에 도달하게 되므로 구조물 설계과정에서 이에 대한 안전성확보가 중요한 요건이 된다. 지진하중을 받는 철근 콘크리트 구조물은 비선형 이력거동을 하게 되며 심한손상을 받을 수 있다. 본 연구에서는 지진하중을 받는 구조물의 추계적 응답특성을 이용하여 손상에 대한 확률적 누적방법을 제안하고 지진하중에 대한 구조물의 손상상수준을 손상지수로서 표현하여 안전성평가에 이용하고자 하였다.

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Multivariable Nonlinear Model Predictive Control of a Continuous Styrene Polymerization Reactor

  • Na, Sang-Seop;Rhee, Hyun-Ku
    • 제어로봇시스템학회:학술대회논문집
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    • 제어로봇시스템학회 1999년도 제14차 학술회의논문집
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    • pp.45-48
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    • 1999
  • Model predictive control algorithm requires a relevant model of the system to be controlled. Unfortunately, the first principle model describing a polymerization reaction system has a large number of parameters to be estimated. Thus there is a need for the identification and control of a polymerization reactor system by using available input-output data. In this work, the polynomial auto-regressive moving average (ARMA) models are employed as the input-output model and combined into the nonlinear model predictive control algorithm based on the successive linearization method. Simulations are conducted to identify the continuous styrene polymerization reactor system. The input variables are the jacket inlet temperature and the feed flow rate whereas the output variables are the monomer conversion and the weight-average molecular weight. The polynomial ARMA models obtained by the system identification are used to control the monomer conversion and the weight-average molecular weight in a continuous styrene polymerization reactor It is demonstrated that the nonlinear model predictive controller based on the polynomial ARMA model tracks the step changes in the setpoint satisfactorily. In conclusion, the polynomial ARMA model is proven effective in controlling the continuous styrene polymerization reactor.

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Optimal Control Design for Automatic Ship Berthing by Using Bow and Stern Thrusters

  • Bui, Van Phuoc;Jeong, Jeong-Soon;Kim, Young-Bok;Kim, Dong-Wook
    • 한국해양공학회지
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    • 제24권2호
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    • pp.10-17
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    • 2010
  • Conventionally, because it is difficult to control a ship in shallow water and because attempting to do so creates unwanted environmental effects, maneuvering ships in the harbor area for berthing is usually done with the assistance of tugboats. In this paper, we propose a new method for berthing ships automatically by using bow and stern thrusters. Specifically, a steering motion model of a ship is considered, and parameters in the equation are evaluated by the system identification technique. An optimal controller based on observations was designed from the linearization of the non-linear ship motion in the horizontal plane. It is used to reduce the uncertainty about the ship's dynamics and reduce measurement requirements. The performance of the controller was also analyzed for its robustness relative to avoiding disturbing the environment due to winds, currents, and wave-drift forces. Experiments were conducted to estimate the potential for identifying result and the design of the controller. Specifically, in this paper, the system modeling and tracking control approach are discussed based on a two-degree-of-freedom (2DOF) servo-system design.

On the elastic parameters of the strained media

  • Guliyev, Hatam H.
    • Structural Engineering and Mechanics
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    • 제67권1호
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    • pp.53-67
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    • 2018
  • The changes of parameters of pressure and velocity of propagation of elastic pressure and shear waves in uniformly deformed solid compressible media are studied within the nonclassically linearized approach (NLA) of nonlinear elastodynamics to create a new theoretical basis of the geomechanical interpretation of various groups of geophysical observational and experimental data. The cases of small and large deformations are considered while their describing by various elastic potentials, i.e., problems considering the physical and geometric nonlinearity. Convenient analytical formulae are obtained to calculate the indicated parameters in the deformed isotropic media within the nonclassical linear and nonlinear solution in the NLA. Specific numerical experiments are conducted in case of overall compression of various materials. It is shown that the method (generally accepted in the studies of mechanics of standard constructional materials) of additional linearization (relative to the pressure parameter) in the basic correlations of the NLA introduces substantial quantitative and qualitative errors into the results at significant preliminary deformations. The influences of the physical and geometric nonlinearity on the studied characteristics of the medium are large in various materials and differ qualitatively. The contribution of nonlinear components to the values of the considered parameters prevails over linear components at large deformations. When certain critical values of compression deformations in the medium are achieved, elastic waves with actual velocity cannot propagate in it. The values of the critical deformations for pressure and shear waves differ within different elastic potentials and variants of the theory of initial deformations.

Modeling, Dynamic Analysis and Control Design of Full-Bridge LLC Resonant Converters with Sliding-Mode and PI Control Scheme

  • Zheng, Kai;Zhang, Guodong;Zhou, Dongfang;Li, Jianbing;Yin, Shaofeng
    • Journal of Power Electronics
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    • 제18권3호
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    • pp.766-777
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    • 2018
  • In this paper, a sliding mode and proportional plus integral (SM-PI) control combined with self-sustained phase shift modulation (SSPSM) for LLC resonant converters is presented. The proposed control scheme improves the transient response while preserving good steady-state performance. An averaged large signal model of an LLC converter with the ZVS modulation technique is developed for the SM control design. The sliding surface is obtained based on the input-output linearization concept. A system identification method is adopted to obtain the transform function of the LLC resonant converter, which is used to design the PI control. In order to reduce the inherent chattering problem in the steady state, the combined SM-PI control strategy is derived with fuzzy control, where the SM control is responsive during the transient state while the PI control prevails in the steady state. The combination of SSPSM and the SM-PI control provides ZVS operation, robustness and a fast transient response against step load variations. Simulation and experimental results validate the theoretical analysis and the attractive features of the proposed scheme.

조작기의 동특성을 고려한 비선형 로봇 매니퓰레이터의 최적 제어기 설계 (Design of an OPtimal Controller for the Nonlinear Robot Manipulators with the Actuator Dynamics)

  • 김학범;이양범
    • 한국통신학회논문지
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    • 제18권9호
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    • pp.1376-1385
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    • 1993
  • 본 연구에서는 고속운전 및 빈번한 부하의 변동에 대해서도 효과적인 과도응답 및 정상상태 응답특성을 갖도록 조작키(actuator)의 동특성방정식을 유도하여 매니퓰레이터의 동특성방정식과 결합시켜 2차 미분방정식으로 표현되는 새로운 매니퓰레이터의 모델 시스템 알고리즘을 제안하였다. 또한 비선형 궤환과 선형화 기법을 적용하여 변수들이 상호간에 심하게 결합되어 있는 시변 비선형 등특성모델을 감결합된 선형모델로 변환한다. 이럴 경구 모델의 제어기 구성시 시스템의 안정성을 얻기 위하여 극 재배치 법을 적용하였으며, 또한 경로오차를 최소화 시켜주기 위하여 오차방정식에 대한 최적제어를 적용하였다. 제안한 알고리즘을 조작키가 포함된 3관절 로보트 메니퓰레이터에 적용하여 컴퓨터 시뮬레이션한 결과 만족할만한 결과를 얻었다.

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마이크로프로그램의 검증을 위한 테스트 데이터 생성기법 (Test Data Generation Technique for Microprogram Verification)

  • 박상현;김진석;은성배;맹승렬;조정완
    • 한국정보과학회논문지:컴퓨팅의 실제 및 레터
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    • 제5권4호
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    • pp.526-532
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    • 1999
  • 본 논문에서는 마이크로프로그램을 위한 테스트 데이타를 자동으로 생성하는 시스템을 제안하였다. 이 시스템에서는 주어진 경로를 따라 마이크로프로그램을 기호수행(symbolic execution)시켜 경로조건식을 구하고 이 식를 풀어서 테스트 데이타를 생성한다. 기호수행 방법을 이용하여 테스트 데이타를 생성하기 위해서는 경로조건식이 선형이어야 한다. 따라서 본 논문에서는 마이크로프로그램의 테스트 데이타를 생성하기 위하여 마이크로프로그램에서 사용되는 연산자들을 선형 연산자로 변환하는 방법을 제안하였다. Abstract In this paper, we propose an automated test data generation system for microprogram. This system symbolically executes microprogram along a given path, extracts path conditions for the given path, and generates test data by solving the path conditions. To generate test data using symbolic execution, the path conditions must be linear. Therefore, we propose a linearization method which transforms operators used in the microprogram into linear operators.

INS/GPS 강결합 기법에 대한 EKF 와 UKF의 성능 비교 (A Performance Comparison of Extended and Unscented Kalman Filters for INS/GPS Tightly Coupled Approach)

  • 김광진;유명종;박영범;박찬국
    • 제어로봇시스템학회논문지
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    • 제12권8호
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    • pp.780-788
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    • 2006
  • This paper deals with INS/GPS tightly coupled integration algorithms using extend Kalman filter (EKF) and unscented Kalman filter (UKF). In the tightly coupled approach, nonlinear pseudorange measurement models are used for the INS/GPS integration Kalman filter. Usually, an EKF is applied for this task, but it may diverge due to poor functional linearization of the nonlinear measurement. The UKF approximates a distribution about the mean using a set of calculated sigma points and achieves an accurate approximation to at least second-order. We introduce the generalized scaled unscented transformation which modifies the sigma points themselves rather than the nonlinear transformation. The generalized scaled method is used to transform the pseudo range measurement of the tightly coupled approach. To compare the performance of the EKF- and UKF-based tightly coupled approach, real van test and simulation have been carried out with feedforward and feedback indirect Kalman filter forms. The results show that the UKF and EKF have an identical performance in case of the feedback filter form, but the superiority of the UKF is demonstrated in case of the feedforward filer form.

이산시간에서의 장주기모델에 관한 다개체시스템의 T-S 퍼지 군집제어 (T-S Fuzzy Formation Controlling Phugoid Model-Based Multi-Agent Systems in Discrete Time)

  • 문지현;이재준;이호재;김문환
    • 한국지능시스템학회논문지
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    • 제26권4호
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    • pp.308-315
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    • 2016
  • 본 논문은 이산시간 장주기모델로 구성된 다개체시스템의 타카기-수게노(Takagi-Sugeno: T-S) 퍼지 군집제어 기법을 제안한다. 이산시간 모델은 오일러(Euler) 방법을 이용하여 유도한다. 이에 대한 T-S 퍼지 모델은 피드백 선형화 기법을 통해 구성하며, 이를 점근적으로 안정화하기 위한 퍼지제어기를 설계한다. 제어기 설계조건은 선형행렬부등식의 형태로 표현된다.