• 제목/요약/키워드: Model parameter tuning

검색결과 166건 처리시간 0.028초

스텝응답에 기반한 PID/PIDA 제어기의 자동동조 (Auto-tuning of PID/PIDA Controllers based on Step-response)

  • 안경필;이준성;임재식;이영일
    • 제어로봇시스템학회논문지
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    • 제15권10호
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    • pp.974-981
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    • 2009
  • In this paper, a method of auto-tuning of PID (Proportional-Integral-Derivative) and PIDA (Proportional-Integral-Derivative-Acceleration) controllers is proposed that can be applied to a time-delayed second order model. The proposed identification method is based on step responses, but it can be easily automated rising digital controller unlike the existing graphical identification methods. We provide a ways to yield parameter identifications which is independent to initial values of the plants. The tuning rule is based on the pole-placement strategy and is formulated so that it can be implemented using a digital controller with ease.

편로드 유압실린더의 운동제어를 위한 자기동조 제어기설계 (Self-Tuning Controller design for the motion control of a Single Rod Hydraulic Cylinder)

  • 김정태;김문생
    • 소음진동
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    • 제8권3호
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    • pp.441-449
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    • 1998
  • A self-tuning control scheme, incorporated with the simplified 1st-order ARMAX(Auto-Regressive Moving Average eXogenous) model, for single rod hydraulic cylinder which has varying dynamic characteristics is presented here. An adaptive controller is developed for the system that uses feedforward and optimal feedback control for simultaneous parameter identification and tracking control. Through experimental results, the performance comparison of the self-tuning controller with a fixed gain proportional controller clearly shows its superior ability in handling load changes in quiescent states.

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1축 자세제어실험 장비를 이용한 SIMC 기반 쿼드로터 Cascade 제어기 적용에 관한 연구 (Application of SIMC Based Quad-rotor Cascade Control by Using 1-axis Attitude Control Test-bench)

  • 최윤성;유영진;정진석;강범수
    • 한국항행학회논문지
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    • 제19권6호
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    • pp.473-483
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    • 2015
  • 본 논문에서는 1축 자세제어실험 장비를 제작하여 쿼드로터 형 무인항공기에 적용할 단일입력-단일출력 Cascade 제어기 실험을 수행하였다. 해당 장비는 두 개의 모터와 프로펠러에 의해 자세변화가 가능한 시소 형태로 구현하였고, 무게 추를 변경하여 회전축을 중심으로 상하 무게중심 이동이 가능하도록 제작하였다. 개발한 장비를 통해 Cascade 구조를 가지는 PID(각도)-PID(각속도) 제어기를 구성하여 실험을 수행하였으며, PID 이득의 조정을 용이하게 하는 SIMC 제어기 이득 조정 기법을 Cascade 제어에 접목하였다. 이를 위해 Matlab-Simulink 환경 하에 2차 시간 지연 모델을 구축하여 시스템 변수 추정을 수행하였다. 기존의 SIMC 조정 기법 적용 과정을 수행하여 그 특성을 파악하고, 적용 과정의 안정성 문제를 고려하여 수정된 방안을 제시하였으며, 이를 1축 자세제어실험 장비에 적용하여 기존의 과정과 수정된 과정을 비교 실험하였다.

Automatic Selection of the Turning Parametter in the Minimum Density Power Divergence Estimation

  • Changkon Hong;Kim, Youngseok
    • Journal of the Korean Statistical Society
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    • 제30권3호
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    • pp.453-465
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    • 2001
  • It is often the case that one wants to estimate parameters of the distribution which follows certain parametric model, while the dta are contaminated. it is well known that the maximum likelihood estimators are not robust to contamination. Basuet al.(1998) proposed a robust method called the minimum density power divergence estimation. In this paper, we investigate data-driven selection of the tuning parameter $\alpha$ in the minimum density power divergence estimation. A criterion is proposed and its performance is studied through the simulation. The simulation includes three cases of estimation problem.

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예측 제어기법을 이용한 자기동조 PID 제어기의 구현 (Implementation of self-tuning PlD-Controller based on predictive control technique)

  • 유연운;김종만;김성중;이창구
    • 대한전기학회:학술대회논문집
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    • 대한전기학회 1992년도 하계학술대회 논문집 A
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    • pp.333-336
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    • 1992
  • In this paper, We propose a PID-type of self-tuning algorithm which is based on the parameter estimation and the minimization of the cost function. We use the CARIMA model for parameter estimation and determine the discrete PID controller parameters by minimizing the cost function which considers the quadratic deviations of the predicted output over the set-point as well as the control efforts. Also, The algorithm is extended by incorporating constraints of the control signal. Simulations are performed to illustrate the efficiency of the proposed method.

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퍼지추론을 이용한 수차 속도제어기 동조기법에 관한 연구 (A Study on Tuning Method of Turbine Speed Controller Using Fuzzy Inference)

  • 이정환;김운해;백두현;성기민;신강욱
    • 대한전기학회:학술대회논문집
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    • 대한전기학회 1993년도 하계학술대회 논문집 A
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    • pp.316-318
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    • 1993
  • In order to estimation the optimum PID parameter of the turbine speed controller, the response cure of the object plant was compared with the reference pattern and then the magnitude peak value error and peak time error was calculated. With the calculated errors as input into the Fuzzy inference Method was introduced to propose the tuning method for each parameter. And the computer simulation was performed with the above Fuzzy inference method in which the Chunju hydro power plant turbine governor system was used as a model. This Study also aims to develop the exclusive tuner for govenor using industrial computer.

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유전자 알고리듬을 이용한 지능구조물의 PPF 제어기 실시간 다중변수 조정 (Real-Time Multiple-Parameter Tuning of PPF Controllers for Smart Structures by Genetic Algorithms)

  • 허석;곽문규
    • 소음진동
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    • 제11권1호
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    • pp.147-155
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    • 2001
  • This paper is concerned with the real-time automatic tuning of the multi-input multi-output positive position feedback controllers for smart structures by the genetic algorithms. The genetic algorithms have proven its effectiveness in searching optimal design parameters without falling into local minimums thus rendering globally optimal solutions. The previous real-time algorithm that tunes a single control parameter is extended to tune more parameters of the MIMO PPF controller. We employ the MIMO PPF controller since it can enhance the damping value of a target mode without affecting other modes if tuned properly. Hence, the traditional positive position feedback controller can be used in adaptive fashion in real time. The final form of the MIMO PPF controller results in the centralized control, thus it involves many parameters. The bounds of the control Parameters are estimated from the theoretical model to guarantee the stability. As in the previous research, the digital MIMO PPF control law is downloaded to the DSP chip and a main program, which runs genetic algorithms in real time, updates the parameters of the controller in real time. The experimental frequency response results show that the MIMO PPF controller tuned by GA gives better performance than the theoretically designed PPF. The time response also shows that the GA tuned MIMO PPF controller can suppress vibrations very well.

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HVDC 시스템의 제어 게인에 대한 분석 및 정정 (The Analysis and Adjustment for the Control Parameter of HVDC System)

  • 김찬기
    • 전력전자학회논문지
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    • 제11권2호
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    • pp.184-191
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    • 2006
  • 본 논문은 HVDC 시스템의 고장분석과 제어게인 파라미터정정에 대한 내용을 다루고 있다. 본 논문에서 다루는 내용은 정류실패에 의한 과전압에 의해서 유발된 실제의 케이블 사고를 다룬다. 그리고 고장을 분석하기 위해서 샘플링 타임이 50us인 정밀 PSCAD/EMTDC Model을 이용하였으며, 최종적으로 분석결과에 의해 HVDC시스템의 제어 파라미터가 정정되었다.

Model updation using multiple parameters influencing servoelastic response of a flexible aircraft

  • Srinivasan, Prabha;Joshi, Ashok
    • Advances in aircraft and spacecraft science
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    • 제4권2호
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    • pp.185-202
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    • 2017
  • In a flexible airvehicle, an assessment of the structural coupling levels through analysis and experiments provides structural data for the design of notch filters which are generally utilized in the flight control system to attenuate the flexible response pickup. This is necessitated as during flight, closed loop control actuation driven with flexible response inputs could lead to stability and performance related problems. In the present work, critical parameters influencing servoelastic response have been identified. A sensitivity study has been carried out to assess the extent of influence of each parameter. A multi-parameter tuning approach has been implemented to achieve an enhanced analytical model for improved predictions of aircraft servoelastic response. To illustrate the model updation approach, initial and improved test analysis correlation of lateral servoelastic responses for a generic flexible airvehicle are presented.

에지기반의 불연속 경계적응 영상 평활화 알고리즘 (An Edge-Based Algorithm for Discontinuity Adaptive Image Smoothing)

  • 강동중;권인소
    • 제어로봇시스템학회:학술대회논문집
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    • 제어로봇시스템학회 2000년도 제15차 학술회의논문집
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    • pp.273-273
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    • 2000
  • We present a new scheme to increase the performance of edge-preserving image smoothing from the parameter tuning of a Markov random field (MRF) function. The method is based on automatic control of the image smoothing-strength in MRF model ing in which an introduced parameter function is based on control of enforcing power of a discontinuity-adaptive Markov function and edge magnitude resulted from discontinuities of image intensity. Without any binary decision for the edge magnitude, adaptive control of the enforcing power with the full edge magnitude could improve the performance of discontinuity-preserving image smoothing.

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