• Title/Summary/Keyword: auto-tuning

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Speed Control of Permanent Magnet Synchronous Motor Using PI Auto-tuning Method (자동동조 Pl 기법을 적용한 영구자석형 동기전동기의 속도 제어)

  • 전인효
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.2 no.2
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    • pp.231-239
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    • 1998
  • In this paper, we designed a current controlling servo system for speed control of a PMSM. In existing auto-tuning methods for PI controller parameters, the output response is delayed and the overshoot is generated. By solving these existing problems in this paper, a new PI auto-tuning method is applied to the speed controller for fast-response and reduced overshoot. PMSM servo systems offer a great advantage in unmanned factories where a great number of servo motors are employed, because of its easy maintenance characteristics and controllability. The implemented servo system is composed of absolute position detecting circuits of a rotor, a new auto-tuning PI control algorithm, a speed controller by using DSP, and power driving section. The proposed servo system is verified for it's practical availability by considering experimental results.

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Rule Based Auto-Tuning PID Controller with Feedforward Path (피드포워드 경로를 갖는 규칙 기반 자동동조 PID제어기)

  • 윤양웅;박왈서
    • The Transactions of the Korean Institute of Electrical Engineers
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    • v.41 no.4
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    • pp.355-361
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    • 1992
  • In this paper, some rules for auto- tuning of feedback-feedforward controller in variable load and disturbance are presented. The parameters of feedback PID controller are determined by heuristic rules based on input regulation experiment, and the parameters of feedforward controller are determined by result rules based on spectral factorization, minimum variance, and polynomial equation. These heuristic and result rules are used as an element of the feedback loop in an auto-tuning feedback-feedforward controller. The robust and accurate control performance is demonstrated by computer simulation.

Development of auto-tuning PID controller for Temperature Control systems and Its Application to Rapid Thermal Processor (온도제어용 자동동조 PID 제어기 설계와 RTP에의 적용)

  • 임재식;이영일
    • 제어로봇시스템학회:학술대회논문집
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    • 2000.10a
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    • pp.62-62
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    • 2000
  • An auto-tuning PID controller which is adequate for temperature control is developed based on relay-control and pole-placement Using the critical frequency which is obtained from relay-control parameters of assumed model are identified. Pole/zero-placement PID controller is designed for the identified model. The desired pole/zeros are determined so that the closed-loop has overshoot free step response. The developed auto-tuning PID controller was successfully applied to the temperature control of RTP.

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HW/SW Co-design of a Visual Driver Drowsiness Detection System

  • Yu, Tian;Zhai, Yujia
    • Journal of Convergence Society for SMB
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    • v.4 no.1
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    • pp.31-39
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    • 2014
  • PID auto-tuning controller was designed via fuzzy logic. Typical values such as error and error derivative feedback were changed as heuristic expressions, and they determine PID gain through fuzzy logic and defuzzification process. Fuzzy procedure and PID controller design were considered separately, and they are combined and analyzed. Obtained auto-tuning PID controller by Fuzzy Logic showed the ability for less than 3rd order plant control. We also applied to reference tracking problem with the designed auto-tuning scheme.

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PID auto-tuning controller design via fuzzy logic

  • He, Wei;Yu, Tian;Zhai, Yujia
    • Journal of the Korea Convergence Society
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    • v.4 no.4
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    • pp.31-40
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    • 2013
  • PID auto-tuning controller was designed via fuzzy logic. Typical values such as error and error derivative feedbackwere changed as heuristic expressions, and they determine PID gain through fuzzy logic and defuzzification process. Fuzzy procedure and PID controller design were considered separately, and they are combined and analyzed. Obtained auto-tuning PID controller by Fuzzy Logic showed the ability for less than 3rd order plant control.

Study for Charge-Discharge Auto Level-Tuning Algorithm of Energy storage system (에너지저장시스템의 충, 방전 Auto Level-Tuning 알고리즘에 관한 연구)

  • Baek, Seoung-Gil;Lim, Ji-Young;Cha, Joon-Il;Kim, Kil-Dong;Kwon, Kyoung-Min
    • Proceedings of the KSR Conference
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    • 2010.06a
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    • pp.514-520
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    • 2010
  • This paper is about control algorithms that bi-direction DC-DC Converter using Super Capacitor and regenerative power from DC feeding system in train. In order to take advantage of regenerative energy efficient, charge and discharge level value of energy storage system serve as an important factor. Respect to output fluctuations of the substation and catenary voltage changing, we offers Charge-Discharge Auto Level Tuning Algorithms to improve system following of Energy Storage System.

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Optimal Design of Electro-Permanent Magnet Lifter Using Improved Auto-Tuning Niching Genetic Algorithm (개선된 Auto-Tuning 니칭 유전 알고리즘을 이용한 영전자식 권상기의 최적 설계)

  • Lee, Bum-Joo;Seo, Jang-Ho;Kwak, Sang-Yeop;Lee, Sang-Yeop;Jung, Hyun-Kyo
    • The Transactions of The Korean Institute of Electrical Engineers
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    • v.57 no.5
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    • pp.783-788
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    • 2008
  • This paper presents the mechanism of the machine and the numerical result of attractive force in the Electro-Permanent Magnet Lifter (EPML) and an improved niching Genetic Algorithm (GA) applying the concept of auto-tuning and detecting traces. Population size and both (right and left) niche radii of each peak in an asymmetrical objective function can be determined automatically. The validity of the proposed method is verified by simulation results.

Vibration Isolation Control using PSO Algorithm for Auto-tuning of PID Parameters

  • Oh, Se-Boung;Park, Chang-Su;Bang, Hyo-Choong
    • 제어로봇시스템학회:학술대회논문집
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    • 2004.08a
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    • pp.1380-1385
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    • 2004
  • In this paper, auto-tuning technique of the PID controller gain by particle swarm optimization algorithm is presented. PID controller is easy to implement to numerous control systems. After PID gain tuning is completed, its result could be implemented to control spacecraft vibration such as jitter that is high frequency vibration usually over 10Hz. The off-line PID controller tuning is done under system nonlinearities and uncertainties existence, then its result is applied to control experiment device to prove the PSO efficiencies.

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Auto Tuning of PID for RO System Using Immune Algorithm (면역 알고리즘을 이용한 RO 공정 PID 제어기의 자동 튜닝)

  • Kim, Go-Eun;Park, Ji-Mo;Kim, Jin-Sung;Kwon, O-Shin;Heo, Hoon
    • Transactions of the Korean Society for Noise and Vibration Engineering
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    • v.19 no.11
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    • pp.1103-1109
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    • 2009
  • In this paper, the control of a membrane used in reverse osmosis desalination plant by using immune algorithm(IA) is addressed. The proposed algorithm IA of auto tuning method can find optimal gains and compared with conventional Ziegler-Nichols tuning method. The results of computer simulation represent that the proposed IA shows a good control performances better than Ziegler-Nichols tuning method.

Implementation of Auto-tuning Positive Position Feedback Controller Using DSP Chip and Microcontroller (디지털신호처리 칩과 마이크로 컨트롤러를 이용한 자동 조정 양변위 되먹임 제어기의 구현)

  • Kwak, Moon K.;Kim, Ki-Young;Bang, Se-Yoon
    • Transactions of the Korean Society for Noise and Vibration Engineering
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    • v.15 no.8 s.101
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    • pp.954-961
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    • 2005
  • This paper is concerned with the implementation of auto-tuning positive position feedback controller using a digital signal processor and microcontroller. The main advantage of the positive position feedback controller is that it can control a natural mode of interest by tuning the filter frequency of the positive position feedback controller to the natural frequency of the target mode. However, the positive position feedback controller loses its advantage when mistuned. In this paper, the fast fourier transform algorithm is implemented on the microcontroller whereas the positive position feedback controller is implemented on the digital signal processor. After calculating the frequency which affects the vibrations of structure most, the result is transferred to the digital signal processor. The digital signal processor updates the information on the frequency to be controlled so that it can cope with both internal and external changes. The proposed scheme was installed and tested using a beam equipped with piezoceramic sensor and actuator. The experimental results show that the auto-tuning positive position feedback controller proposed in this paper can suppress vibrations even when the target structure undergoes structural change thus validating the approach.