• Title/Summary/Keyword: 출력제어

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Design of Adaptive Fuzzy Logic Controller Using Real-Coding Genetic Algorithm and Neural Network (실수형 유전알고리즘과 신경회로망을 이용한 적응 퍼지제어기의 설계)

  • Nam, Jing-Rak;Kim, Dong-Wan;Hwang, Gi-Hyun;Ahn, Ho-Kyun
    • Proceedings of the KIEE Conference
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    • 2000.07e
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    • pp.115-121
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    • 2000
  • 본 논문에서는 진화연산 중에서 해의 다양성과 수렴속도면에서 좋은 성능을 나타내는 실수형 유전알고리즘과 신경회로망을 이용한 적응 퍼지제어기를 설계하였다. 실수형 유전알고리즘을 이용하여 퍼지제어기의 입 출력 이득과 실시간으로 퍼지제어기의 입 출력이득을 적응적으로 변경하는 신경회로망의 가중치를 튜닝하였다. 제안한 방법의 유용성을 평가하기 위해 시지연을 갖는 제어시스템[14]에 적용하였다. 컴퓨터 시뮬레이션 결과, 제안한 적응 퍼지제어기가 기존의 퍼지제어기보다 오버슈트, 정정시간, 상승시간면에서 더 우수한 제어성능을 나타내었다.

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Fuzzy control of a Fed-Batch Fermentation with Substrate Inhibition Kinetics (기질저해가 있는 유가식 발효공정의 퍼지제어)

  • 최정우;오승목;이광순;이원홍
    • Journal of the Korean Institute of Intelligent Systems
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    • v.3 no.3
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    • pp.3-18
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    • 1993
  • 본 논문에서는 박테리아에서 생성되는 생체 계면활성제인 emulsan의 생산을 위한 유가식 배양에서 에칸을 농도의 제어에 퍼지기법을 적용하였다. 기절저해가 있는 유가식 배양에서 emulsan의 생산을 향상시키기 위해 최대 비성장속도를 갖는 최적 기질농도가 유지되도록 기질인 에탄올의 공급 속도가 조절되어 졌다. 생물반응기에서 Acunetobacter calcoaceticus RAG-1 박테리아를 회분식과 유가식으로 배양 실험하여 최적 에탄올 농도를 구하고, kinetic 모델을 제시하였다. 배양실험의 결과와 지식을 바탕으로 퍼지 규칙을 구성하였다. 퍼지 제어기에서 제어 입력변수는 기질농도의 최적치와 운전치의 오차와 오차의 변화로서 구성되고, 제어 출력변수는 기질 공급 속도의 변화량으로 구성되었다. 멤버쉽 함수를 입력변수의 퍼지 집합화 과정을 통하여 구하였고, 최소-최대법과 무게 중심법을 이용하여 출력 제어값을 구하였다. 유가식 배양의 전산모사와 실험 결과에서 퍼지제어 기법은 최적 기질 농도를 정확히 제어하였으며, emulsan 생산은 향상되었다.

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3-axis stabilized spacecraft attitude control by neural network disturbance observer (신경망에 의한 외란 관측을 통한 3축 안정화 인공위성의 자세제어)

  • 한기혁;김진호
    • 제어로봇시스템학회:학술대회논문집
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    • 2000.10a
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    • pp.1-1
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    • 2000
  • 본 논문에서는 3축이 연성되어 비선형 운동 방정식으로 표현되는 3축 안정화 인공위성 시스뎀에 입릭외란과 시스템의 불확실성이 존재할 경우에도 자제 정밀도를 유지하는 제어기를 설계한다. 비선헝 운동 방정식으로 표현되는 운동 방정식을 선형화하고 PID제어기를 구성하였다 선형화에 의한 시스템의 불확실성과 입력 외란을 신경회로망으로 추정하여 외란의 엉향을 제거하도록 구성된 PR제어기의 제어입력을 수정한다 수정된 제어입력은 외란을 상쇠시켜 시스템 출력에서 외란의 효과를 제거하게 된다. 신경회로망은 제어입력과 시스템 출력, 기준 운동 방정식간의 관계를 이용하여 외간과 시스템의 불확실성을 추정하며, 역전파 알고리즘을 사용한 학습 알고리즘으로 신경 회로망을 교육한다. 제안된 신경회로망을 이용한 외란 제거 제어기는 시뮬레이션을 통하여 자세 정밀도의 향상을 검증한다

Force Control of Hybrid Actuator Comprising DC Motor and MR Brake (DC 모터와 MR 브레이크로 이루어진 하이브리드 구동기의 힘 제어)

  • Choy, Ick;Kwon, Dong-Soo;An, Jin-Ung
    • The Transactions of the Korean Institute of Power Electronics
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    • v.11 no.1
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    • pp.46-55
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    • 2006
  • This paper presents the control method for the hybrid actuator comprising a DC motor and an MR brake. Generally, a DC motor as an active actuator has a small power to weight ratio and goes unstable with higher force control gain due to its saturation limit. In order to cope with this instability and make the transparency higher, this paper proposes a hybrid actuator which consists of a DC motor and an MR brake as a passive actuator and its force control method based on network theory. A DC motor actively produces the output corresponding to the signs of the input currents. On the other hand, an MR brake passively resists against the external load independent of the sign changes of the input currents. This characteristics is widely known as 'passive' This paper suggests a force control method based on passivity concept in network theory for the hybrid actuator and verified its performance and stability through the experiments.

Robust $H_\infty$ Output Feedback Control of Descriptor Systems with Parameter Uncertainty and Time dDelay (파라미터 불확실성과 시간지연을 가지는 특이시스템의 견실 $H_\infty$ 출력궤환 제어)

  • 김종해
    • Journal of the Institute of Electronics Engineers of Korea SC
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    • v.41 no.3
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    • pp.9-16
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    • 2004
  • This paper provides an observer-based Η$\infty$ output feedback controller design method for descriptor systems with time-varying delay by just one LMI(linear matrix inequality) condition. The sufficient condition for the existence of controller and the controller design method are presented by perfect LMI approach which can be solved efficiently by convex optimization. The design procedure involves solving an LMI. Since the obtained condition can be expressed as an LMI form all variables including feedback gain and observer gain can be calculated simultaneously by Schur complement changes of variables, and singular value decomposition. Moreover, The proposed controller design algorithm can be extended to the observer-based robust Η$\infty$ output feedback controller design method for descriptor systems with parameter uncertainty and time delay. An example is given to illustrate the results.

Response of Torque Controller for a MW Wind Turbine under Turbulence Wind Speed (난류 풍속에 대한 MW급 풍력발전기의 토크 제어기 응답)

  • Lim, Chae-Wook
    • Transactions of the Korean Society of Mechanical Engineers A
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    • v.41 no.3
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    • pp.173-180
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    • 2017
  • The main objective of a torque controller below rated wind speed is to extract maximum power from the potential wind energy. To do this, the torque control method, which adjusts the torque magnitude and makes it proportional to the square of the generator speed, has been applied. However, this method makes the response slower as the wind turbines are getting larger in size with multi-MW capacities. In this paper, a torque control method that uses the nonlinear parameter of rotor speed for aerodynamic torque as a control gain is discussed to improve the response by adjusting an additional torque magnitude. The nonlinear parameter of the rotor speed could be calculated both online and offline. It is shown that the offline case is more practical and effective in producing power through the numerical simulation of a 2MW wind turbine by considering the real turbulence wind speed.

Stability and Complexity of Static Output Feedback Controllers (고정형 출력 궤환 제어기의 안정성과 복잡도)

  • Yang, Janghoon
    • Journal of Advanced Navigation Technology
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    • v.22 no.4
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    • pp.325-335
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    • 2018
  • Limited access to state information in the design of a feedback controller has brought out a significant amount of research on the design of an output feedback controller. Despite its long endeavor to find an optimal one, it is still an open problem. Thus, we focus on the comparison of existing states of arts in the design of a static output feedback controller in terms of stability and complexity so as to find further research direction in this field. To this end, we present eight design methods in a unified presentation. We also provide the complete description of algorithms which can be applicable to any system configuration. Stability performance and complexity in terms of processing time are evaluated through numerical simulations. Simulation results show that the algebraic controller (AC) algorithm [20] has the smallest complexity while the scaling linear matrix inequality (SLMI) algorithm [18] seems to achieve the best stability in most cases with much higher complexity.

Design of digitally controlled CMOS voltage mode DC-DC buck converter for high resolution duty ratio control (고해상도 듀티비 제어가 가능한 디지털 제어 방식의 CMOS 전압 모드 DC-DC 벅 변환기 설계)

  • Yoon, KwangSub;Lee, Jonghwan
    • Journal of IKEEE
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    • v.24 no.4
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    • pp.1074-1080
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    • 2020
  • This paper proposes a digitally controlled buck converter insensitive to process, voltage and temperature and capable of three modes of operation depending on the state of the output voltage. Conventional digital-controlled buck converters utilized A/D converters, counters and delay line circuits for accurate output voltage control, resulting in increasing the number of counter and delay line bits. This problem can be resolved by employing the 8-bit and 16-bit bidirectional shift registers, and this design technique leads a buck converter to be able to control duty ratio up to 128-bit resolution. The proposed buck converter was designed and fabricated with a CMOS 180 nano-meter 1-poly 6-metal process, generating an output voltage of 0.9 to 1.8V with the input voltage range of 2.7V to 3.6V, a ripple voltage of 30mV, and a power efficiency of up to 92.3%. The transient response speed of the proposed circuit was measured to be 4us.

Suitability Evaluation Method for Both Control Data and Operator Regarding Remote Control of Maritime Autonomous Surface Ships (자율운항선박 원격제어 관련 제어 데이터와 운용자의 적합성 평가 방법)

  • Hwa-Sop Roh;Hong-Jin Kim;Jeong-Bin Yim
    • Journal of Navigation and Port Research
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    • v.48 no.3
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    • pp.214-220
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    • 2024
  • Remote control is used for operating maritime autonomous surface ships. The operator controls the ship using control data generated by the remote control system. To ensure successful remote control, three principles must be followed: safety, reliability, and availability. To achieve this, the suitability of both the control data and operators for remote control must be established. Currently, there are no international regulations in place for evaluating remote control suitability through experiments on actual ships. Conducting such experiments is dangerous, costly, and time-consuming. The goal of this study is to develop a suitability evaluation method using the output values of control devices used in actual ship operation. The proposed method involves evaluating the suitability of data by analyzing the output values and evaluating the suitability of operators by examining their tracking of these output values. The experiment was conducted using a shore-based remote control system to operate the training ship 'Hannara' of Korea National Maritime and Ocean University. The experiment involved an iterative process of obtaining the operator's tracking value for the output value of the ship's control devices and transmitting and receiving tracking data between the ship and the shore. The evaluation results showed that the transmission and reception performance of control data was suitable for remote operation. However, the operator's tracking performance revealed a need for further education and training. Therefore, the proposed evaluation method can be applied to assess the suitability and analyze both the control data and the operator's compliance with the three principles of remote control.

Nonlinear Pitch and Torque Controller Design for Wind Turbine Generator Using Lyapunov Function (리아프노프 함수를 이용한 풍력 발전기 비선형 피치 및 토크 제어기 설계)

  • Kim, Guk-Sun;No, Tae-Soo;Jeon, Gyeong-Eon;Kim, Ji-Yon
    • Transactions of the Korean Society of Mechanical Engineers A
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    • v.36 no.10
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    • pp.1147-1154
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    • 2012
  • In this study, a method for designing blade pitch and generator torque controllers for a wind turbine generator is presented. This method consists of two steps. First, the Lyapunov stability theory is used to obtain nonlinear control laws that can regulate the rotor speed and the power output at all operating ranges. The blade pitch controller is chosen such that it always decreases a positive definite function that represents the error in rotor speed control. Similarly, the generator torque controller always decreases a positive definite function that reflects the error in power output control. Then, the simulation-based optimization technique is used to tune the design parameters. The controller design procedure and simulation results are presented using the widely adopted two-mass model of the wind turbine.