• Title/Summary/Keyword: nonlinear feedback

Search Result 896, Processing Time 0.026 seconds

Self-tuning of PID controller using diagonal recurrent neural networks (Diagonal 리커런트 신경망을 이용한 PID 제어기의 자기동조)

  • Shin, Jong-Wook;Chai, Chang-Hyun;Kim, Sang-Hee;Choi, Han-Go
    • Proceedings of the KIEE Conference
    • /
    • 1997.07b
    • /
    • pp.609-611
    • /
    • 1997
  • In this paper, we propose the self-tuning of PID controller using diagonal recurrent neural networks. The characteristic of the proposed structure is on-line adaptive learning scheme in spite of variations of feedback, signals. Control performance is compared with that of neural network based PID controller which was proposed by Iwasa. Computer simulation results show that the proposed controller is effective in controlling of unknown nonlinear plants.

  • PDF

Multipath Compensation for BPSK Underwater Acoustic Communication

  • Lin Chun-Dan;Park Ji-Hyun;Yoon Jong Rak
    • The Journal of the Acoustical Society of Korea
    • /
    • v.24 no.3E
    • /
    • pp.99-108
    • /
    • 2005
  • To investigate the equalizer performance in underwater acoustic communication m the presence of intersymbol interference (ISI) due to multipath, computer simulations are carried out in discrete multipath shallow water channels for three different horizontal ranges. For the purpose of computation simplicity, least mean square (LMS) algorithm is adopted both in linear equalizer and nonlinear equalizer, decision feedback equalizer (DFE) to cancel out ISI effects. Binary phase shift keying (BPSK) signals have been transmitted with high data rate of 2000bps through the use of equalization technique. The results demonstrate that equalization is an efficient way to achieve high transmission data rate in the shallow water channel.

A Design of the Robust Controller for an Active Noise Control

  • Chung, Tae-Jin
    • The Journal of the Acoustical Society of Korea
    • /
    • v.17 no.1E
    • /
    • pp.3-9
    • /
    • 1998
  • In this paper, a robust active noise controller is designed to reduce noise in al small cavity. Noise characteristics in the small cavity are nonlinear and we could get its model with considerable modelling errors. The objective of this paper is to minimize the effects of these modelling errors and maximize the noise reduction performance. The solution could be obtained by the H∞ robust control theory. The resulting feedback controller minimizes the H∞ norm of the mixed sensitivity function, which means the effects of uncertainties of the model are suppressed in the sense of stability and the performance is enhanced as a given specification. The designed controller is realized with analog devices such as Op. Amps and experimental results show that the controller reduces noise signal sufficiently.

  • PDF

A Real-time Control of Adaptive Controller via Non-linear Estimated State Feedback for Robot Manipulator using MatrixX and DSP (MatrixX 와 DSP를 이용한 Robot Manipulator용 비선형 관측기의 상태 피드백에 의한 적응제어기의 실시간 제어)

  • Gil, Jin-Soo;Kim, Young-Soo;Hong, Suk-Kyo
    • Proceedings of the KIEE Conference
    • /
    • 1995.07b
    • /
    • pp.859-862
    • /
    • 1995
  • In this paper, an adaptive nonlinear observer using new Off-line algorithm is proposed to reduce the computing time. The estimated velocity data obtained from the control scheme is more accurate than that by the normal interpolation method when the velocity to be estimated is at the low speed or the fast speed. It is also shown that the adaptive controller based on AC100/C30 is useful for implementing the real-time controller.

  • PDF

A Design on Robust Two-Degree-of-Freedom Multivariable Boiler-Turbine System (강인한 2자유도 다변수 보일러-터빈 시스템의 설계)

  • Hwang, C.S.;Kim, D.W.;Jung, H.S.;Lee, D.Y.;Cho, K.Y.;Nam, K.W.
    • Proceedings of the KIEE Conference
    • /
    • 1995.07b
    • /
    • pp.670-672
    • /
    • 1995
  • This paper deals with the robust two-degree-of-freedom multivariable control system using $H_{2}/H{\infty}$optimization method which can achieve the robust stability and the robust performance, simultaneously. The feedback controller can obtain the robust stability property. The feedforward controller can obtain the robust performance property under modelling error. The robust two-degree-of-freedom multivariable control system is applied to the nonlinear multivariable boiler-turbine system. The validity of the proposed method is verified though being compared with LQG/LTR design method.

  • PDF

ON A CHARACTERIZATION OF T-FUNCTIONS WITH ONE CYCLE PROPERTY

  • Rhee, Min Surp
    • Journal of the Chungcheong Mathematical Society
    • /
    • v.21 no.2
    • /
    • pp.259-268
    • /
    • 2008
  • To the design of secret key, there are two types of basic approaches called the tame approach and the wild approach. In the tame approach we try to use only simple primitives such as linear feedback shift registers and to prove mathematical theorems about their cryptographic properties. In the wild approach we try to use crazy compositions of operations which mix a variety of domains in a nonlinear and nonalgebraic way. There are several papers which try to bridge this gap by considering semi-wild constructions. A T-function on n-bit words plays an important role in semi-wild constructions. In this paper we study the invertibility and the period of some T-functions. Especially we characterize some polynomials which has a single cycle property.

  • PDF

NEW MODELING AND CONTROL OF AN ASYMMETRIC HYDRAULIC ACTIVE SUSPENSION SYSTEM

  • Kim, Wanil;Sangchul Won
    • 제어로봇시스템학회:학술대회논문집
    • /
    • 1998.10a
    • /
    • pp.490-495
    • /
    • 1998
  • In this paper an asymmetric hydraulic actuator which consists of single acting cylinder and servo valve is modeled for a quarter car active suspension system. This model regards the force as an internal state rather than a control input. The control input of the model is the sum of oil flows that pass through the valve's orifices. The resulting dynamic equation in the state space ap-pears a feedback connection of a nominal linear time in-variant term with a nonlinear bounded uncertain block. Since this model makes it possible to eliminate the force control phase, analysis and controller design are made straightforward and simple. Well known LQR method is then applied. Simulation and test rig experiment show the effectiveness of this approach in modeling and control.

  • PDF

Robust Impedance Control of Kinematically Redundant Manipulator Based on Disturbance Observer (외란 관측기에 의한 기구학적 여유자유도 매니퓰레이터의 강인한 임피던스 제어)

  • 오용환;오상록;정완균
    • Journal of Institute of Control, Robotics and Systems
    • /
    • v.8 no.11
    • /
    • pp.963-969
    • /
    • 2002
  • Design method of a robust impedance control is proposed for the kinematically redundant manipulators. To achieve this objective, we first use the momentum feedback disturbance observer(MFDOB) scheme which can handle the nonlinear dynamics of a manipulator in Joint space. An extended task space formulation to describe the behaviors of task and null spaces of redundant manipulator is employed. Using the extended task space formulation and disturbance observer scheme, a robust impedance control method is designed. The performance of the proposed extended impedance controller is verified through experiments with a planar three links direct-drive manipulator.

AUTOMATIC TUNING OF FUZZY OPTIMAL CONTROL SYSTEM

  • Hoon-Kang;Lee, Hong-Gi-;Kim, Yong-Ho-;Jeon, Hong-Tae
    • Proceedings of the Korean Institute of Intelligent Systems Conference
    • /
    • 1993.06a
    • /
    • pp.1195-1198
    • /
    • 1993
  • We investigate a systematic design procedure of automated rule generation of fuzzy logic based controller for uncertain dynamic systems such as an engine dynamic model.“Automated Tuning”means autonomous clustering or collection of such meaningful transitional relations in the state-space. Optimal control strategies are included in the design procedures, such as minimum squared error, minimum time, minimum energy or combined performance criteria. Fuzzy feedback control systems designed by the cell-state transition method have the properties of closed-loop stability, robustness under parameter variabtions, and a certain degree of optimality. Most of all, the main advantage of the proposed approach is that reliability can be potentially increased even if a large grain of uncertainty is involved within the control system under consideration. A numerical example is shown in which we apply our strategic fuzzy controller design to a highly nonlinear model of engine idle speed contr l.

  • PDF

A Study of Optimal Load Follow Control in Pressurized Water Reactors (감압경수형 원자로의 최적부하추종제어에 관한 연구)

  • 김락규;박상휘
    • The Transactions of the Korean Institute of Electrical Engineers
    • /
    • v.34 no.12
    • /
    • pp.491-497
    • /
    • 1985
  • An applicaton of the linear optimal control theory to the problem or load follow control in pressurized water reactors (PWR) is investigated. In order to perform the steady-state and load follow operation in PWR, a nonlinear model for the reactor and steam generator is derived and linearized at 50% rated power. Simulation tests are performed for 10% demanded load. Comparing the dynamic response of the newly developed optimal load follow controller with those of the integral error feedback controller proposed by Yang, the rise time of dynamic response of the former is about 15 seconds faster than those of the latter, thus the results indicate that the fast response of the optimal load follow controller is verified. The results of this work are directly applicable to the design of the load follow control systems for commercially operated PWRs.

  • PDF