• 제목/요약/키워드: Self-tuning Control

검색결과 336건 처리시간 0.023초

전자유압 비례밸브와 경사센서를 이용한 농용 프론트 로더 버켓 능동수평유지 시스템 개발 (Development of a self-leveling system for the bucket of an agricultural front-end loader using an electro hydraulic proportional valve and a tilt sensor)

  • 이창주;하종우;최덕수;김학진
    • 드라이브 ㆍ 컨트롤
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    • 제12권4호
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    • pp.60-70
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    • 2015
  • A front-end loader (FEL) mounted on an agricultural tractor is one of the most commonly used implements for farm work. However, when the tractor carries material using the bucket attached to the FEL on a sloping ground, the materials can spill or roll back over the operator due to the tilted body, thereby requiring the bucket surface to remain level at a constant value regardless of varying slopes. In this study, an active system for controlling the angle of the FEL bucket on a tractor based on the real-time measurement of ground slopes was developed to enable the bucket to constantly remain level. A FEL simulator operated based on an electro hydraulic proportional valve (EHPV) was constructed in the laboratory to develop a proportional-integral-derivative (PID) controller forming a virtual electronic control unit (ECU) on the computer, which could automatically adjust the bucket angles depending on varying input angles while sending SAE-J1939 associated messages via CAN BUS to the EHPV. The different parameter values for the PID controller due to the gravity effect of the bucket were determined using a manual PID tuning method while assuming that the tractor travels on either an ascending slope or a descending slope. The developed PID control-based self-leveling system showed a mean of steady-state errors of within $1^{\circ}$ and a mean of delayed times of ~ 0.8s when the step input of $+20^{\circ}$ was given, implying that the developed system and control algorithm would be effective in maintaining the bucket angle at a certain value. Future studies include the improvement of the control algorithm to reduce such a time delay as well as the application of the developed algorithm to the FEL mounted on a tractor tested at a testing ground.

An Evaluation of Multiple-input Dual-output Run-to-Run Control Scheme for Semiconductor Manufacturing

  • Fan, Shu-Kai-S.;Lin, Yen
    • Industrial Engineering and Management Systems
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    • 제4권1호
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    • pp.54-67
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    • 2005
  • This paper provides an evaluation of an optimization-based, multiple-input double-output (MIDO) run-to-run (R2R) control scheme for general semiconductor manufacturing processes. The controller in this research, termed adaptive dual response optimizing controller (ADROC), can serve as a process optimizer as well as a recipe regulator between consecutive runs of wafer fabrication. In evaluation, it is assumed that the equipment model could be appropriately described by a pair of second-order polynomial functions in terms of a set of controllable variables. Of practical relevance is to consider a drifting effect in the equipment model since in common semiconductor practice the process tends to drift due to machine aging and tool wearing. We select a typical application of R2R control to chemical mechanical planarization (CMP) in semiconductor manufacturing in this evaluation, and there are five different CMP process scenarios demonstrated, including mean shift, variance increase, and IMA disturbances. For the controller, ADROC, an on-line estimation technique is implemented in a self-tuning (ST) control manner for the adaptation purpose. Subsequently, an ad hoc global optimization algorithm based on the dual response approach, arising from the response surface methodology (RSM) literature, is used to seek the optimum recipe within the acceptability region for the execution of next run. The main components of ADROC are described and its control performance is assessed. It reveals from the evaluation that ADROC can provide excellent control actions for the MIDO R2R situations even though the process exhibits complicated, nonlinear interaction effects between control variables, and the drifting disturbances.

유기반도체와 절연체 계면제어를 통한 유기전하변조 트랜지스터의 전기적 특성 향상 연구 (Tuning Electrical Performances of Organic Charge Modulated Field-Effect Transistors Using Semiconductor/Dielectric Interfacial Controls)

  • 박은영;오승택;이화성
    • 접착 및 계면
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    • 제23권2호
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    • pp.53-58
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    • 2022
  • 본 연구는 AlOx유전체 표면에 유기 자립조립 단분자막 (self-assembled monolayer, SAM) 중간층을 도입함으로써 유전체의 표면특성을 제어하고, 최종적으로 유기전하변조트랜지스터 (Organic charge modulated field-effect transistor, OCMFET)의 전기적 특성을 향상시킨 결과를 제시하였다. 유기 중간층을 적용함으로써, OCMFET의 컨트롤 게이트(CG, Control gate)와 플로팅 게이트 (FG, Floating gate) 사이 커패시터 플레이트로 작용하는 산화알루미늄 게이트 유전체의 표면 에너지를 제어하였으며, FET의 가장 중요한 성능변수인 전계효과 이동도(field-effect transistor, μFET)를 향상시켰다. 사용된 SAMs은 네가지의 PA (Octadecylphosphonic acid, Butylphosphonic acid, (3-Bromopropyl)phosphonic acid, (3-Aminopropyl) phosphonic acid)를 사용하여 형성하였으며, 각각 0.73, 0.41, 0.34, 0.15 cm2V-1s-1의 μOCMFET를 나타내었다. 이 연구를 통해 유기 SAM 중간층의 알킬 체인(Alkyl chain)의 길이 및 말단기의 특성이 소자의 전기적 성능을 제어하는데 중요한 요인임을 확인하였으며, 이 결과를 통해 향후 최적의 센서 플랫폼으로서의 OCMFET 소자성능 최적화에 기여할 수 있을 것으로 기대한다.

적응제어 기법을 이용한 원자로 출력제어 (Application of Adaptive Control Theory to Nuclear Reactor Power Control)

  • Ha, Man-Gyun
    • Nuclear Engineering and Technology
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    • 제27권3호
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    • pp.336-343
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    • 1995
  • 적응제어의 한 방식인 자기동조제어(STR) 방식이 비선형 노심 모델의 출력 조정에 적용된다. 적응제어는 비선형, 시변 및 확률(Stochastic) 시스템을 위한 준최적 제어기를 설계하기 위한 적절한 제어 방식이다. 제어계통은 미지의 시변 파라메타를 갖는 3차 선형 모델에 기초한다. 파라메타는 가변 망각계수를 도입한 늑장 최소자승법에 의하여 매시간(Time Step) 순환적으로 평가된다. 평가된 파라메타를 이용하여 한 스텝 먼저 냉자재 평균온도가 예측되고 이 예측된 값과 Setpoint 값과의 차이를 최소화함은 물론, 제어봉의 움직임을 막고자 가중(Weighted) One-step-ahead 제어기가 설계된다. 또한 적분동작이 첨가되어 정상상태 에러가 제거된다. 넓은 운전영역을 포괄하는 비선형 PWR 모델이 원자로 출력 조정을 위한 본 제어기를 시뮬레이션하는데 이용되었다. 시뮬레이션 결과로부터 본 제어기의 성능이 우수한 것으로 판명되었다.

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예측 제어기를 이용한 2바퀴 로봇의 실시간 균형제어 (Real Time Balancing Control of 2 Wheel Robot Using a Predictive Controller)

  • 강진구
    • 한국컴퓨터정보학회논문지
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    • 제19권3호
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    • pp.11-16
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    • 2014
  • 본 논문은 예측제어기를 이용하여 2휠 로봇의 실시간 균형을 유지할 수 있는 자세 제어에 대해 연구하였다. 또한 역방향 진자 제어는 로봇이 진행하는 동안 균형을 유지하기 위하여 도입되었다. 본 논문에서 구현에 사용한 프로세서는 dsPIC30F4013 임베디드 프로세서이며 자체 균형 알고리즘을 설계하고 구현 하는 것이다. 본 연구에서 ARS는 2축의 자이로 각(roll, pitch)과 3축의 가속도계 값(x, y, z)값으로 자세를 계산하도록 하였다. 따라서 본 연구에서는 외란에 대한 자세의 불균형을 극복하기 위한 예측제어기를 제안했으며 이를 원격 시스템의 제어문제에 도입하여 2바퀴 로봇의 선형 제어기와 예측제어기를 결합한 시스템의 시뮬레이션을 수행하였다. 또한 강인한 특성을 실현하기 위해 목표 필터루프를 설계하고 강인도-안정성을 만족하는 제어기를 설계하므로 제어시스템의 안정성을 향상시키고 시스템의 성능의 저하를 최소화함을 확인하였다.

플립플롭 기반의 새로운 노화 센싱 회로의 설계 및 구현 (Design and Implementation of a new aging sensing circuit based on Flip-Flops)

  • 이진경;김경기
    • 한국산업정보학회논문지
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    • 제19권4호
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    • pp.33-39
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    • 2014
  • 본 논문에서는 나노미티 기술에서 HCI와 BTI와 같은 노화 현상에 의해 야기되는 MOSFET 디지털 회로의 실패를 정확히 예측을 위한 플립플롭 기반의 온-칩 노화 센싱 회로를 제안한다. 제안된 센싱 회로는 순차회로의 가드밴드 (guardband) 위반에 대한 경고를 나타내는 타이밍 윈도우를 이용해서 노화에 의한 회로의 동작 실패 전에 경고 비트를 발생한다. 발생된 비트는 고신뢰의 시스템 설계를 위한 적응형 셀프-튜닝 방법에서 제어 신호로 사용될 것이다. 노화 센싱 회로는 0.11um CMOS 기술을 사용해서 구현되었고, 파워-게이팅 구조를 가지는 $4{\times}4$ 곱셈기에 의해서 평가되었다.

Nonlinear Tuned Mass Damper for self-excited oscillations

  • Gattulli, Vincenzo;Di Fabio, Franco;Luongo, Angelo
    • Wind and Structures
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    • 제7권4호
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    • pp.251-264
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    • 2004
  • The effects of a class of nonlinear Tuned Mass Dampers on the aeroelastic behavior of SDOF systems are investigated. Unlike classical linear TMDs, nonlinear constitutive laws of the internal damping acting between the primary oscillator and the TMD are considered, while the elastic properties are keept linear. The perturbative Multiple Scale Method is applied to derive a set of bifurcation equations in the amplitude and phase and a parametric analysis is performed to describe the postcritical scenario of the system. Both cubic- and van der Pol-type dampings are considered and the dependence of the limit-cycle amplitudes on the system parameters is studied. These new results, compared with the previously obtained bifurcation scenario of a SDOF aeroelastic oscillator equipped with a linear TMD, show a detrimental effect on the maximum limit-cycle amplitude reduction of the nonlinear TMD. However, the analyses evidence that in the parameter region away from the perfect tuning condition the nonlinear connection can be used to tune the system with an enhancement of the limit-cycle amplitude reduction.

An On-Chip Differential Inductor and Its Use to RF VCO for 2 GHz Applications

  • Cho, Je-Kwang;Nah, Kyung-Suc;Park, Byeong-Ha
    • JSTS:Journal of Semiconductor Technology and Science
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    • 제4권2호
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    • pp.83-87
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    • 2004
  • Phase noise performance and current consumption of Radio Frequency (RF) Voltage-Controlled Oscillator (VCO) are largely dependent on the Quality (Q) factor of inductor-capacitor (LC) tank. Because the Q-factor of LC tank is determined by on-chip spiral inductor, we designed, analyzed, and modeled on-chip differential inductor to enhance differential Q-factor, reduce current consumption and save silicon area. The simulated inductance is 3.3 nH and Q-factor is 15 at 2 GHz. Self-resonance frequency is as high as 13 GHz. To verify its use to RF applications, we designed 2 GHz differential LC VCO. The measurement result of phase noise is -112 dBc/Hz at an offset frequency of 100 kHz from a 2GHz carrier frequency. Tuning range is about 500 MHz (25%), and current consumption varies from 5mA to 8.4 mA using bias control technique. Implemented in $0.35-{\mu}m$ SiGe BiCMOS technology, the VCO occupies $400\;um{\times}800\;um$ of silicon area.

유전알고리즘을 이용한 자기동조 퍼지 제어기의 설계 (Design of Self-Tuning Fuzzy Logic Controllers using Genetic Algorithms)

  • 서재근;김태언;권혁진;김낙교;남문헌
    • 대한전기학회:학술대회논문집
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    • 대한전기학회 1996년도 하계학술대회 논문집 B
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    • pp.1374-1376
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    • 1996
  • In this paper We proposed a new method to generate fuzzy logic controllers through genetic algorithm(GA). In designing of fuzzy logic controllers encounters difficulties in the selection of optimized member-ship functions, gains and rule base, which is conventionally achieved by a tedious trial-and-error process. This paper develops genetic algorithms for automatic design of high performance fuzzy logic controllers which can overcome nonlinearities in many engineering control applications. The rule-base is coded in base-7 strings by generated from random function. Which can be presented in discrete fuzzy linguistic value, and using membership function with Gaussian curve. To verify the validity of this fuzzy logic controller it is compared with conventional fuzzy logic controller(FLC) and PID controller.

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An Optical Pulse-Width Modulation Generator Using a Single-Mode Fabry-Pérot Laser Diode

  • Tran, Quoc-Hoai;Nakarmi, Bikash;Won, Yong Hyub
    • Journal of the Optical Society of Korea
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    • 제19권3호
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    • pp.255-259
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    • 2015
  • We have proposed and experimentally verified a pulse-width modulation (PWM) generator which directly generated a PWM signal in the optical domain. Output waveforms were clear at the repetition rate of 16 MHz; the duty cycle (DC) was from 14.7% to 72.1%; and the DC-control resolution was about 4.399%/dB. The PWM generator' operation principle is based on the injection-locking property of a single-mode Fabry-$P{\acute{e}}rot$ laser diode (SMFP-LD). The SMFP-LD, which has a self-locked mode wavelength at ${\lambda}_{PWM}$, was used to detect the power of the injection-locking signal (optical analog input). If the analog input power is high, the SMFP-LD is locked to the wavelength of the input signal ${\lambda}_a$ and there is no output after an optical bandpass filter (OBF). If the analog input power is low, the SMFP-LD is unlocked and there is output signal at ${\lambda}_{PWM}$ after the OBF. Thus, the SMFP-LD plus the OBF provide digital output for an analog input. The DC of the output PWM signal can be controlled by tuning the power of the analog input.