• 제목/요약/키워드: Tuning time

검색결과 847건 처리시간 0.033초

終端板 프로브와 동조 포스트가 포함된 동축선 對 캐비티 필터의 시간영역 유한차분법에 의한 해석 (An Analysis of a Coaxial-to-Cavity Filter Including a Discended Probe and a Tuning Post by Finite Difference Time Domain Method)

  • 백락준;허문만;윤현보
    • 한국전자파학회논문지
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    • 제9권3호
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    • pp.378-385
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    • 1998
  • 본 논문에서는 종단판 프로브와 동조 포스트가 포함된 동축선 대 캐비티 필터의 특성을 3차원의 시간영역 유한차분(3-D FDTD) 방법에 의해서 계산하였다. 이 필터는 캐비티 안으로 삽입된 동축선의 내부도체가 복사체 역학을 하며, 사각혀 ㅇ동조 포스트의 높이에 의해서 공진주파수를 결정하게 되는 구조이다. 이러한 필터 특성의 계산값과 실제 제작된 필터의 측정값을 비교하여 이 해석 방법의 유용성을 확인하였다.

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반복 최소 자승법을 이용한 전자식 스로틀 바디의 PID 이득 자동 조정 (PID Gain Auto Tuning of ETB by Using RLS)

  • 전찬성;김대상;이장명
    • 로봇학회논문지
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    • 제2권1호
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    • pp.1-8
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    • 2007
  • This paper presents a PID automatic gain-tuning algorithm for the electronic throttle valve which is driven by wire. Since the system characteristics of position control for electronic throttle valve are so complicated that both the real time robustness and the manufacturing cost must be considered for mass production. To resolve this paradox, a kind of algorithm called RLS (Recursive Least Square) is adopted for the control of the ETB (Electronic Throttle Body). Using this algorithm, the PID gains can be adjusted automatically with the estimated system parameters. Furthermore, a pre-filter is supplemented for the sake of the robustness against the friction and loads. From the industrial requests for the system, the design specifications are decided as follows: the settling time should be less than 1sec and the overshoot should be kept below 3%. The results of the experiments based on this approach show that the high robustness can be achieved while the system stability is satisfied steadily. A parameter estimation scheme and a gain-tuning algorithm have been properly combined and utilized in this research and the effectiveness is verified through the real experiments.

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Automatic PID Controller Parameter Analyzer

  • Pannil, Pittaya;Julsereewong, Prasit;Ukakimaparn, Prapart;Tirasesth, Kitti
    • 제어로봇시스템학회:학술대회논문집
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    • 제어로봇시스템학회 1999년도 제14차 학술회의논문집
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    • pp.288-291
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    • 1999
  • The PID (Proportional-Integral-Derivative) controller is widely used in the industries for more than fifty years with the well known Ziegler-Nichols tuning method and others varieties. However, most of the PID controller being used in the real practice still require trial and error adjustment for each process after the tuning method is done, which is consuming of time and needs the operator experiences to obtain the best results for the controller parameter. In order to reduce the inconvenience in the controller tuning, this paper presents a design of an automatic PID controller parameter analyzer being used as a support instrument in the industrial process control. This analyzer is designed based on the tuning formula of Dahlin to synthesize the PID controller parameter. Using this analyzer, the time to be spent in the trial and error procedures and its complexity can be neglected. Experimental results using PID controller parameter synthesized from this analyzer to the liquid level control plant model and the fluid flow control plant model show that the responses of the controlled systems can be efficiently controlled without any difficulty in mathemathical computation.

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SRM 컨버터에서 자기동조 방식에 의한 턴오프 각의 결정 (Determination of Optimal Turn-off Angle for SRM Converter Using Self-Tuning Method)

  • 장도현;문진영
    • 전력전자학회논문지
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    • 제3권4호
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    • pp.418-425
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    • 1998
  • 본 논문에서는 위상각 제어에서 주어진 턴온 각에서 최대의 토크를 유지하기 위한 적절한 턴오프 각을 자기동조방식(self-tuning method)에 의해 결정하는 방식을 제안하였다. 엔코더에 의해 샘플링 시간(sampling time)동안 구해진 펄스 수는 바로 이전의 샘플링시간 동안 구해진 펄스 수와 비교하여 턴오프 각을 앞으로 또는 뒤로 이동한다. 이러한 과정을 되풀이함으로서 최대 토크를 발생하는 턴오프 각을 결정하게 된다. 실제 회로에서는 원 칩 마이크로프로세서에 의해 처리되었으며 실험을 통해 턴온 각이 변하더라도 자기동조방식에 의해 턴오프 각을 조정하면 빠른 속도가 유지됨을 보여 주었다.

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Hyper Parameter Tuning Method based on Sampling for Optimal LSTM Model

  • Kim, Hyemee;Jeong, Ryeji;Bae, Hyerim
    • 한국컴퓨터정보학회논문지
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    • 제24권1호
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    • pp.137-143
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    • 2019
  • As the performance of computers increases, the use of deep learning, which has faced technical limitations in the past, is becoming more diverse. In many fields, deep learning has contributed to the creation of added value and used on the bases of more data as the application become more divers. The process for obtaining a better performance model will require a longer time than before, and therefore it will be necessary to find an optimal model that shows the best performance more quickly. In the artificial neural network modeling a tuning process that changes various elements of the neural network model is used to improve the model performance. Except Gride Search and Manual Search, which are widely used as tuning methods, most methodologies have been developed focusing on heuristic algorithms. The heuristic algorithm can get the results in a short time, but the results are likely to be the local optimal solution. Obtaining a global optimal solution eliminates the possibility of a local optimal solution. Although the Brute Force Method is commonly used to find the global optimal solution, it is not applicable because of an infinite number of hyper parameter combinations. In this paper, we use a statistical technique to reduce the number of possible cases, so that we can find the global optimal solution.

PSO알고리즘을 활용한 능동 제진 시스템 PID 오토 튜닝에 관한 연구 (A Study on the Active Vibration Isolator PID Auto-tuning Using PSO Algorithm)

  • 안일균;허헌;김효영;김기현
    • 반도체디스플레이기술학회지
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    • 제21권4호
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    • pp.59-64
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    • 2022
  • Vibration is one of the factors that degrades the performance of equipment and measurement equipment used in high-tech industries such as semiconductors and display. The vibration isolator is classified into passive type and active type. The passive vibration isolator has the weakness of insufficient vibration isolation performance in the low frequency band, so an active vibration control system that can overcome these problems is used recently. In this paper, PID controller is used to control the active vibration isolator. Methods for setting the gain of the PID controller include the Zeigler-Nichols method, the pole placement method. These methods have the disadvantage of requiring a lot of time or knowing the system model accurately. This paper proposes the gain auto tuning method of the active vibration isolator applied with the PSO algorithm, which is an optimization algorithm that is easy to implement and has stable convergence performance with low calculations. It is expected that it will be possible to improve vibration isolation performance and reduce the time required for gain tuning by applying the proposed PSO algorithm to the active vibration isolator.

직접구동형 로보트에 대한 퍼지 튜닝 이산시간 반복제어의 실시간 구현 (Real-time Implementation of a Fuzzy Tuning Discrete-Time Repetitive Control for a Direct Drive Robot)

  • 김성현;안현식;김도현
    • 대한전기학회:학술대회논문집
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    • 대한전기학회 1997년도 추계학술대회 논문집 학회본부
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    • pp.133-135
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    • 1997
  • In this paper, a fuzzy tuning discrete-time repetitive control is suggested for a robot manipulator. Real-time implementation of this type of repetitive controller is also performed for a 2 link direct drive robot by using a real-time control system which consists of a real-time OS(Spectra), a single board computer, a communication board and an analog input/output board. First, it is shown that the tracking error is effectively reduced by discrete-time repetitive control. Second, the convergence performance is shown to be much improved by the suggested controller using real-time experimentations.

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빠른 스위칭 시간과 저 위상잡음 특성을 가지는 PHS용 주파수 합성기의 설계 (A design of fast switching time, low phase noise PHS frequency synthesizer)

  • 정성규;정지훈;부영건;김진경;장석환;이강윤
    • 대한전자공학회:학술대회논문집
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    • 대한전자공학회 2006년도 하계종합학술대회
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    • pp.499-500
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    • 2006
  • This paper presents a fast switching CMOS frequency synthesizer with a new coarse tuning method for PHS applications. To achieve the fast lock-time and the low phase noise performance, an efficient bandwidth control scheme is proposed. Charge pump up/down current mismatches are compensated with the current mismatch compensation block. Also, the proposed coarse tuning method selects the optimal tuning capacitances of the LC-VCO to optimize the phase noise and the lock-time. The measured lock-time is about $20{\mu}s$. This chip is fabricated with $0.25{\mu}m$ CMOS technology, and the die area is $0.7mm{\times}2.1mm$. The power consumption is 54mW at 2.7V supply voltage.

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RCGA를 이용한 PID 제어기의 모델기반 동조규칙 (Model-based Tuning Rules of the PID Controller Using Real-coded Genetic Algorithms)

  • 김도응;진강규
    • 제어로봇시스템학회논문지
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    • 제8권12호
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    • pp.1056-1060
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    • 2002
  • Model-based tuning rules of the PID controller are proposed incorporating with real-coded genetic algorithms. The optimal parameter sets of the PID controller for step set-point tracking are obtained based on the first-order time delay model and a real-coded genetic algorithm as an optimization tool. As for assessing the performance of the controllers, performance indices(ISE, IAE and ITAE) are adopted. Then tuning rules are derived using the tuned parameter sets, potential rule models and another real-coded genetic algorithm A set of simulation works is carried out to verify the effectiveness of the proposed rules.

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.