• Title/Summary/Keyword: Performance Predictor

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SPDR Scheme for Disturbance Reduction in ROT Process with Measurement Delay (측정지연이 있는 ROT 공정의 외란제거를 위한 SPDR 제어기 설계)

  • Park, Cheol Jae
    • Journal of Institute of Control, Robotics and Systems
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    • v.20 no.10
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    • pp.1023-1029
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    • 2014
  • In this paper, we propose an SPDR (Smith Predictor for Disturbance Reduction) scheme to improve the temperature control by reduction of the disturbance in ROT process with measurement delay. The proposed controller is a combination of Astrom's modified Smith predictor with a disturbance reduction controller and a grey predictor. The grey prediction is used to calculate the inverse of the measurement delay and to predict future variations and tendencies of system output. The simulation results demonstrate the successful performance of the proposed disturbance reduction controller and enhance the robustness of the proposed control scheme.

Design of Controller using Smith Predictor in the Distributed control system including time-delay (시간 지연이 존재하는 분산 제어 시스템에서 Smith predictor를 이용한 제어기의 설계)

  • Cho, Duk-Young;Park, Eik-Dong;Huh, Uk-Youl
    • Proceedings of the KIEE Conference
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    • 2000.07d
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    • pp.2317-2319
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    • 2000
  • This paper presents a feedback controller for compensation time delay in the distributed control systems. In using network, controllers and sensors are distributed on a communications network, there exist time delays on communication lines between the system components. So, we deal with the controller using Smith predictor controller design issue for such systems. Particularly compensated for the time delay of the plant or controller involved integrator using Modified Smith predictor. Simulation and the results show the good performance for the modified Smith predictor control systems.

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New Smith Predictor Controller Design Using a Disturbance Observer (외란 관측기를 이용한 새로운 스미스 예측제어기 설계)

  • Lee, Soon-Young;Yang, Dae-Geun
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.9 no.8
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    • pp.1730-1734
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    • 2005
  • In this paper, a new Smith predictor controller for a disturbance adding to input side of a time delay plant is proposed. A disturbance observer is obtained to estimate an input disturbance and the new Smith predictor controller to eliminate the effects of a disturbance is designed using the disturbance observer. As a result, the proposed Smith predictor controller can make a steady state error for step input disturbance zero quickly. The effectiveness and the improved performance of the proposed system are verified by computer simulation.

Design of a generalized predictive controller for nonlinear plants using a fuzzy predictor (퍼지 예측기를 이용한 비선형 일반 예측 제어기의 설계)

  • Ahn, Sang-Cheol;Kim, Yong-Ho;Kwon, Wook-Hyun
    • Journal of Institute of Control, Robotics and Systems
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    • v.3 no.3
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    • pp.272-279
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    • 1997
  • In this paper, a fuzzy generalized predictive control (FGPC) for non-linear plants is proposed. In the proposed method, the receding horizon control is applied to the control part, while fuzzy systems are used for the predictor part. It is suggested that the fuzzy predictor is time-varying affine with respect to input variables for easy computation of control inputs. Since the receding horizon control can be obtained only with a predictor instead of a plant model, the fuzzy predictor is obtained directly from input-output data without identifying a plant model. A parameter estimation algorithm is used for identifying the fuzzy predictor. The control inputs of the FGPC are computed by minimizing a receding horizon cost function with predicted plant outputs. The proposed controller has a similar architecture to the generalized predictive control (GPC) except for the predictor synthesis method, and thus may possess inherent good properties of the GPC. Computer simulations show that the performance of the FGPC is satisfactory.

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Design of Hybrid Smith-Predictor Fuzzy Controller Using Reduction Model (축소 모델을 이용한 하이브리드 스미스 퍼지 제어기 설계)

  • Cho, Joon-Ho;Hwang, Hyung-Soo
    • Journal of Institute of Control, Robotics and Systems
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    • v.13 no.5
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    • pp.444-451
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    • 2007
  • In this paper, we propose an improved reduction model and a reduction model-based hybrid smith-predictor fuzzy controller. The transient and steady-state responsed of the reduction model was evaluated. In tuning the controller, the parameters of PID and the factors fuzzy controllers were obtained from the reduced model and by using genetic algorithms, respectively. Simulation examples demonstrated a better performance of the proposed controller than conventional ones.

Robust design of SISO digital PI and PID predictor controllers (Robust한 단 입출력 PI 및 PID 예측 제어기 설계)

  • 전병균;전기준
    • 제어로봇시스템학회:학술대회논문집
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    • 1986.10a
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    • pp.362-366
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    • 1986
  • Using simple linear prediction algorithm a design procedure of robust PI and PID controllers for SISO system, usually called 'PID predictor controllers, is developed. The design procedure is able to properly adjust gain margin and phase margin and control coefficients are selected in frequency domain. The performance of the PID predictor controller is superior to that of the normal PID controller in terms of robustness in design and disturbance rejection.

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Design of Real-Time Adaptive Lattice Predictor Using (DSP를 이용한 실시간 적응격자 예측기 설계)

  • 김성환;홍기룡;홍완희
    • Journal of the Korean Institute of Telematics and Electronics
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    • v.25 no.2
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    • pp.119-124
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    • 1988
  • Real-time adaptive lattice predictor was implemented on the TMS32020 DSP chip for digital signal processing. The implemented system was composed of Input-Output units and centrla processing-control unit and its supporting assembly soft ware. The performance of hardware realization was verified by comparing input signal and one-step prediction signal which are calcualted by the real-time adaptive lattice predictor. As a result, for 4 stage lattice structure, the maximum running frequency was obtained as 6.41 KHz in this experiment.

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Performance Evaluation of Value Predictor in High Performance Microprocessors (고성능 마이크로프로세서에서 값 예측기의 성능평가)

  • Jeon Byoung-Chan;Kim Hyeock-Jin;RU Dae-Hee
    • Journal of the Korea Society of Computer and Information
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    • v.10 no.2 s.34
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    • pp.87-95
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    • 2005
  • value prediction in high performance micro processors is a technique that exploits Instruction Level Parallelism(ILP) by predicting the outcome of an instruction and by breaking and executing true data dependences. In this paper, the mean Performance improvements by predictor according to a point of time for update of each table as well as prediction accuracy and Prediction rate are measured and assessed by comparison and analysis of value predictor that issues in parallel and run by predicting value, which is for Performance improvements of ILP in micro Processor. For the verification of its validity the SPECint95 benchmark through the simulation is compared by making use of execution driven system.

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Performance Analysis of Value Predictor considering instruction issue width in Superscalar processor (슈퍼스칼라 프로세서에서 명령어 이슈 길이를 고려한 값 예측기의 성능분석)

  • Jean Byoung-Chan;Kim Hyeock-Jin
    • Journal of the Korea Computer Industry Society
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    • v.7 no.3
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    • pp.171-178
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    • 2006
  • Value prediction of instruction issue width in superscalar processor is a technique to obtain performance gains by supplying earlier source values of its data dependent instructions using predicted value of a instruction. In this paper, the mean performance improvement by predictor as well as prediction accuracy and prediction rate are moaned and assessed by comparison and analysis of value predictor that instruction issue width(4,8,16) in parallel and run by predicting value, which is for performance improvements of ILP[4]. The experiment result show the superiority hight performance of 8-issue.

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Pressure Control of Hydraulic Pump using SR Drive with Pressure Predict and Direct Torque Control Method (압력예측기법과 직접순시토크제어기법을 통한 유압펌프용 SRM의 압력제어구동)

  • Lee, Dong-Hee;Seok, Seung-Hun;Liang, Jianing;Ahn, Jin-Woo
    • The Transactions of the Korean Institute of Power Electronics
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    • v.13 no.3
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    • pp.171-178
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    • 2008
  • Pressure control of hydraulic pump using SRM with pressure predictor and direct torque control method is presented in this paper. Nowadays, high efficiency and high performance motor drive is much interested in hydraulic pump system. But the hydraulic pump system has an inherent defect that its dynamic behavior causes by interaction between the sensor and hydraulic load. It will make low performance of whole system, even unstable and oscillatory. Proposed system integrates pressure predictor and direct instantaneous torque control (DITC). The pressure predictor includes Smith predictor, which is easy to improve unstable or long oscillation in traditional negative feedback control and popular PID control architectures. And DITC method can reduce inherent torque ripple of SRM, and develop smooth torque to load, which can increase stability and improve the torque response of SR drive. So high dynamic performance and stabilization can achieved proposed hydraulic system. At last, the proposed hydraulic system is verified by simulation and experimental results.