• Title/Summary/Keyword: Auto-tuning controller

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Gain-phase margin specified PI speed control of a PM synchronous motor

  • Kim G.S.;Youn M.J.
    • Proceedings of the KIPE Conference
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    • 2003.07b
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    • pp.994-997
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    • 2003
  • Simple tuning formulae are derived to design a Pl controller to meet the gain and phase margin specifications. These formulae are suitable for the auto-tuning of a process where the robustness should be guaranteed. The auto-tuned PI controller is examined for the speed regulation of a PM synchronous motor.

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Controller Auto-tuning Scheme for Improving Feedback System Performance in Frequency Domain (주파수역에서의 피드백시스템의 성능향상을 위한 제어기 Atuo-tuning 기법)

  • 정유철;이건복
    • Transactions of the Korean Society of Machine Tool Engineers
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    • v.10 no.3
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    • pp.26-30
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    • 2001
  • Controller refinement scheme to improve the performance of a conventional system automatically in frequency domain is proposed. The controller automatic tuning method features using experimental frequency responses of the conventional closed-loop system, the conventional controller, and the improved closed-loop system, instead of poorly modeled plant due to non-linearities and disturbances. The improved closed-loop system characteristics is automatically acquired by the con-ventional closed-loop system characteristics and the proposed performance index in system bandwidth. And the proper controller is realized by least squares approximation in frequency domain. To testify the usefulness of the approach, the path tracking control of robot arm is performed. Experimental results and analytic results are well-matched.

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Speed Control of Induction Motor by Means of Expert PLC in Variable load (가변부하시 전문가 PLC에 의한 유도전동기의 속도제어)

  • Park, Wal-Seo;Oh, Hun
    • Journal of the Korean Institute of Illuminating and Electrical Installation Engineers
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    • v.16 no.2
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    • pp.54-58
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    • 2002
  • PID Controller is widely used as automatic equipment for industry. However, when a system has various characters, parameter decision and tuning for accurate control is a hard task. In this paper, expert auto-tuning PID controller using PLC is presented as away of solving this problem. Expert auto tuning algorithm is based on Ziegler-Nichols step response and expert knowledge. The test of control performance is carried out in practical speed control of Induction Motor in variable load, the experimental results suggest its superior performance.

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.

The Design of Auto Tuning Neuro-Fuzzy PID Controller Based Neural Network (신경회로망 기반 자동 동조 뉴로-퍼지 PID 제어기 설계)

  • Kim, Young-Sik;Lee, Chang-Goo
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.7 no.5
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    • pp.830-836
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    • 2006
  • In this paper described an auto tuning neuro-fuzzy PID controller based neural network. The PID type controller has been widely used in industrial application due to its simply control structure, easy of design, and inexpensive cost. However, control performance of the PID type controller suffers greatly from high uncertainty and nonlinearity of the system, large disturbances and so on. In this paper will design to take advantage of neural network fuzzy theory and pid controller auto toning technique. The value of initial scaling factors of the proposed controller were determined on the basis of the conventional PID controller parameters tuning methods and then they were adjusted by using neural network control techniques. This controller simple structure and computational complexity are less, and also application is easy and performance is excellent in system that is strong and has nonlinearity to system dynamic behaviour change or disturbance. Finally, the proposed auto tuning neuro-fuzzy controller is applied to magnetic levitation. Simulation results demonstrated that the control performance of the proposed controller is better than that of the conventional controller.

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Fuzzy Auto-tuning PID Controller for Servo System (서보 시스템을 위한 퍼지 자동 동조 PID 제어기)

  • Oh, Hun;Yoon, Yang-Woong
    • The Proceedings of the Korean Institute of Illuminating and Electrical Installation Engineers
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    • v.9 no.1
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    • pp.63-66
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    • 1995
  • PID controller is being used in many servo control system. However, when a control system has variable load, it is difficult to guarantee the accurate control of the system. In the way of solving this problem, in this paper, a auto-tuning method of PID controller parameter using fuzzy rule in variable load is presented. The parameter of PID controller are decided by fuzzy rule according to load variation. The accurate control function of fuzzy auto-tuning is demonstrated by simulation.

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A Design of Auto-Tuning PID Controller using Fuzzy Reasoning (퍼지추론을 이용한 자동동조 PID 제어기의 설계)

  • Park, S.J.;Hong, H.P.;Park, J.K.;Lim, Y.C.;Cho, K.Y.
    • Proceedings of the KIEE Conference
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    • 1991.11a
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    • pp.345-348
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    • 1991
  • This paper describes a new auto tuning method for the intelligent PID control system. This new method is hosed on the settling time of the process and has been introduced into auto-tuning PID controller using fuzzy logic. The performance of the controller is measured by computer simulation. Simulation shows good results that controller searches well the optimal values of PID parameters in any conditions and the response characteristic of the control system is improved.

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Development of Auto-tuning Temperature Controller with Multi-channel (다중채널을 갖는 오토튜닝 온도 제어기 개발)

  • Lee, Kap Rai
    • The Journal of the Convergence on Culture Technology
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    • v.4 no.4
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    • pp.419-427
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    • 2018
  • This paper designs and develops auto-tuning temperature controller with multi-channel, which controller with multi-channel could control a number of control system simultaneously. This controller has multi-channel input and output. And a number of control algorithms run in this controller simultaneously and independently. Firstly we present design method of controller with multi-channel. Secondly we design electrical circuit of sensor input, controller output and power control for temperature control board. And finally we design data protocol for serial communication to monitor control state and present verification of temperature controller with muiti-channel through field experiment.

Design of Mobile Robot Auto-Tuning Controller Using Nueal Networks (신경망을 이용한 이동로봇의 자기동조 제어기 설계)

  • Kim, Dong-Wook;Kwak, Il-Doo;Lee, Yang-Woo
    • Proceedings of the KIEE Conference
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    • 2004.07d
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    • pp.2501-2503
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    • 2004
  • In this paper, we propose an auto-tuning control algorithm for a mobile robot. This controller consists of a three layer neural networks and a PID controller. In order to compensate for uncertainties from unknown dynamics and ignored dynamic effects such as slip conditions, neural network based position schemes are proposed. The results of simulations show the validity of proposed method. This controller learns quickly the model and has good position control performance.

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A Study on PID Gain Auto Tuning for Steering Type mobile robot (조향형 이동로봇을 위한 PID 이득 자동 튜닝에 관한 연구)

  • Jung, Se-Young;Yang, Tae-Kyu
    • Journal of Satellite, Information and Communications
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    • v.11 no.4
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    • pp.39-43
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    • 2016
  • In this paper, we propose PID gain auto tuning method in steering type mobile robot. PID controller gain select method are various methods. Ziegler-Nichols step tuning method is one method tuning in PID controller. Use step tuning method find a the first gain and did experiment in steering mobile robot. and Make a new the second gains from the first gains. After appling the second gain in PID controller, Where perform observe for convergence time and stabilization error. Experiments result the second gain are useful in real steering mobile robot system.