• Title/Summary/Keyword: IMC Controller

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Transient Response Improvement of Multiple Model/Controller IMC Using Recurrent Neural Networks (재귀신경망을 이용한 다중모델/제어기 IMC의 과도 응답 개선)

  • O, Won-Geun;Jo, Seong-Eon;So, Ji-Yeong
    • Journal of Institute of Control, Robotics and Systems
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    • v.7 no.7
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    • pp.582-588
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    • 2001
  • The Multiple Model/Controller IMC(MMC-IMC) is a model-based control method which uses a set of model/controller pairs rather than a single model/controller to handle all possible operating conditions in the IMC control structure. During operation, one model/controller pair that best fit, for current plant situation is chosen by the switching algorithm. The major drawback of the switching controller is the bad transient performance due to the model error and the use fo linear controller for nonlinear plants. In this paper, we propose a method that transient response of the MMC-IMC using two recurrent neural networks. Simulation result shows that the proposed method represents better performance than the usual MMC-IMC`s.

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A Modified IMC-PID Controller Design Considering Model Uncertainty (모델 불확실성을 고려한 변형된 IMC-PID 제어기 설계)

  • Kim, Chang-Hyun;Lim, Dong-Kyun;Suh, Byung-Suhl
    • Proceedings of the KIEE Conference
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    • 2005.05a
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    • pp.128-130
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    • 2005
  • This paper proposes a modified IMC-PID controller that introduces controlling factor of the system identification to the standard IMC-PID controller in order to meet the design specifications such as gain, phase margin and maximum magnitude of sensitivity function in the frequency domain as well as the design specifications in time domain, settling, rising time and overshoot, and so on.

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Robust adaptive IMC controller for a class of nonminimum phase stochastic systems (비최소 위상 확률 시스템을 대상으로 한 견실한 적응 IMC 제어기)

  • 최종호;김호찬
    • 제어로봇시스템학회:학술대회논문집
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    • 1993.10a
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    • pp.139-144
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    • 1993
  • In this paper, a robust reduced order adaptive controller is proposed based on Internal Model Control(IMC) structure for stochastic linear stable systems. The concept of gain margin is utilized to make the adaptive IMC controller robust. We prove the stability of the proposed adaptive IMC system for stable plants under the assumption that upper bounds for system orders are known. Simulation results show that the proposed method has good performance and stability robustness.

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An Optimum Tuning for IMC-PID Controller (IMC-PID 제어기의 최적 동조)

  • Park, Jong-Su;Lim, Dong-Kyun;Suh, Byung-Suhl
    • Proceedings of the KIEE Conference
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    • 2005.10b
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    • pp.167-169
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    • 2005
  • This paper proposes an optimum tuning which improves the tuning effect of IMC-PID and guarantees the performance and robustness of controller system by considering gain margin, phase margin, sensitivity functions and integral square error(ISE) for IMC-PID controller.

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Model Identification and Design of Optimized IMC-Cascade Controller (모델 동정과 최적의 IMC-Cascade 제어기 설계)

  • Cho, Joon-Ho;Cho, Hyun-Seob;Hwang, Hyung-Soo
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.13 no.12
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    • pp.6027-6033
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    • 2012
  • In this paper, we proposed to model identification in frequency domain using relay feedback and Design of internal model controller(IMC) with Cascade controller. The parameters of controller in the inner loop are determined to minimize the integral of time multiplied by the absolute value of error (ITAE) value of performance Index. The controller of outer loop and parameters of IMC-PID controller can be obtain using identified model. The model identification is considered that it is the transient response and the steady-state response through the use of nyquist curve. Simulation examples are given to show the better performance of the proposed method than conventional methods.

IMC-PID Controller Design using Loop Shaping Method (루프 형성 기법을 이용한 IMC-PID 제어기 설계)

  • Lim Dong-Kyun;Kim Chang-Hyun;Suh Byung-Suhl
    • Journal of the Institute of Electronics Engineers of Korea SC
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    • v.42 no.3 s.303
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    • pp.11-16
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    • 2005
  • This paper proposed a new IMC-PID controller design method using the loop shaping method. By the application of the loop shaping method for IMC-PID controller which has only one design parameter and guarantees internal stability, we can not only consider such design specifications as gain margin, phases margin, and sensitivity functions but also obtain the loop gain by setting up the relationships between design specifications and design parameters. A systematic method to select design parameters of IMC-PID controller in order to meet the design specifications is suggested and its effectiveness is examined by the case study and analysis.

Multirate IMC controller design for plants (불안정한 플랜트에 대한 멀티레이트 IMC 제어기 설계)

  • 김영백;이상정
    • 제어로봇시스템학회:학술대회논문집
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    • 1996.10b
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    • pp.1209-1212
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    • 1996
  • In this paper, we design a stabilizing controller with disturbance rejection properties for multirate sampled-data systems which have periodic output measurement scheme. We assume that the plant is open-loop unstable and the disturbance consists of a sum of finite number of sine waves with different frequencies. A sufficient condition for maintaining observability in multirate sampled-data systems is derived. The proposed controller has an IMC structure and can be decomposed into the filtered-disturbance estimator and the inverse of the fast uniform sampled model of the pre-stabilized plant. An example is presented for illustrations.

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An Optimum Tuning for IMC-PID Controller (IMC-PID 제어기의 최적 동조)

  • Park, Jong-Su;Lim, Dong-Kyun;Suh, Byung-Suhl
    • Proceedings of the KAIS Fall Conference
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    • 2006.05a
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    • pp.344-347
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    • 2006
  • This paper proposes an optimum tuning which improves the tuning effect of IMC-PID and guarantees the performance and robustness of controller system by considering gain margin, phase margin, sensitivity functions and integral square error(ISE) for IMC-PID controller.

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Analytical Design of Multiloop PI Controller for Disturbance Rejection in Multivariable Processes (다변수 공정에서의 외란제거를 위한 다중루프 PI 제어기의 해석적 설계)

  • Vu Truong Nguyen Luan;Lee Ji-Tae;Lee Moon-Yong
    • Journal of Institute of Control, Robotics and Systems
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    • v.12 no.5
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    • pp.505-508
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    • 2006
  • This paper presents a new analytical approach for designing multiloop PI controllers for disturbance rejection in multivariable processes with time delay. The proposed method is based on IMC-PID design approach. To overcome a sluggish load response by dominant pole in the process, the IMC filter is modified to compensate the dominant pole effect. Based on the modified IMC filter, an analytical tuning rule for multiloop PI controller is driven by extending the generalized IMC-PID method for single input/single output (SISO) systems [1] to multi input/multi output (MIMO) systems. Simulation results show that the proposed method gives a satisfactory load performance as well as servo performance in the multiloop system.

Design of an Auto-Tuning IMC-PID Controller for a Heater System Using uDEAS (uDEAS를 이용한 히터 시스템의 IMC-PID 자동 동조 제어기 설계)

  • Kim, Man-Seok;Kim, Jo-Hwan;Choi, Min-Koo;Park, Jong-Oh;Kim, Jong-Wook
    • Journal of the Korean Institute of Intelligent Systems
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    • v.21 no.4
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    • pp.530-535
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    • 2011
  • This paper deals with the precise temperature control of the heater used at a weaving thread or a drawn process. For precise temperature control, we suggest a design method that is auto-tuning IMC-PID controller using an optimization method uDEAS. For this method, we model the roll heater from the measurement data and we automatically tune the low pass filter value of IMC-PID controller that satisfies stability and conrol performance. Finally, we implement the designed controller using DSP kit.