• Title/Summary/Keyword: intelligent control system

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STABILITY OF FUZZY DYNAMIC CONTROL SYSTEM: The Cell-State Transition Method

  • Kang, Hoon
    • Proceedings of the Korean Institute of Intelligent Systems Conference
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    • 1993.06a
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    • pp.1078-1081
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    • 1993
  • The Objective of this paper is to provide fuzzy control designers with a design tool for stable fuzzy logic controllers. Given multiple sets of data disturbed by vagueness uncertainty, we generate the implicative rules that guarantee stability and robustness of closed-loop fuzzy dynamic systems. We propose the cell-state transition method which utilizes Hsu's cell-to-cell mapping concept [1]. As a result, a generic and implementable design methodology for obtaining a fuzzy feedback gain K, a fuzzy hypercube [2], is provided and illustrated with simple examples.

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An Input-correlated Neuron Model and Its Learning Characteristics

  • Yamakawa, Takeshi;Aonishi, Toru;Uchino, Eiji;Miki, Tsutomu
    • Proceedings of the Korean Institute of Intelligent Systems Conference
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    • 1993.06a
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    • pp.1013-1016
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    • 1993
  • This paper describes a new type of neuron model, the inputs of which are interfered with one another. It has a high mapping ability with only single unit. The learning speed is considerably improved compared with the conventional linear type neural networks. The proposed neuron model was successfully applied to the prediction problem of chaotic time series signal.

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Optimun number of Fuzzy Labeling and Control Performance for Fuzzy Control.

  • Kankubo, Kouichi;Murakami, Shuta
    • Proceedings of the Korean Institute of Intelligent Systems Conference
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    • 1993.06a
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    • pp.1191-1194
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    • 1993
  • We consider a fuzzy controller corresponding to PI controller. This controller is applied to a controlled object which is a first order lag system with dead time. An antecedent part is divided into 3, 5, and 7 parts ( membership function of triangle shape ), and a consequent part into 3, 5, and 7 parts ( membership function of singleton ). In each combination of an antecedent part and a consequent one. We compare control efficiency under the performance criteria such that the overshoot is kept 20% and the ITAE index is minimized.

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Development of a Fuzzy Knowledge-Based System for the Control of a Refuse Incineration Plant -Application of Advanced Fuzzy Techniques for a Complex Multivariable Control Problem

  • B.Krause;C.von-Altrock;Lim, K.per;Dr.W.Sch-fers
    • Proceedings of the Korean Institute of Intelligent Systems Conference
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    • 1993.06a
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    • pp.1109-1113
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    • 1993
  • A refuse incineration plant is a complex process, whose multi-variable control problems can not be solved conventionally by deriving an exact mathematical model of the process. The usage of advanced fuzzy technologies within the suitable development methodology is demonstrated by a controller implemented for the refuse incineration plant in Hamburg-Stapelfeld, Germany.

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대규모건축물적용 특수방재설비

  • 이성모
    • Fire Science and Engineering
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    • v.10 no.4
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    • pp.37-42
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    • 1996
  • The "Intelligent Fire detecting and Extinguishing System" is an up-to-date fire protection system for modern high-rise buildings, international airports, enormous industrial facilities, dome stadiums such as specific areas in which the application of our local fire protection regulation could not be satisfied. The state-of-the art initiating devices communicated with sophisticated network control panels enable peoples to get reliable and powerful suppressions using water or gas, providing absolute protection. The Intelligent Water Cannon System, the Low Pressure $CO_2$ System and the MXL Networking Fire Alarm System introduced in this paper accomplish the dynamic protection for the special hazards.

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Design of an Intelligent Interlocking System Based on Automatically Generated Interlocking Table (자동생성되는 연동도표에 근거한 지능형 전자연동 시스템 설계)

  • Ko, Yun-Seok
    • The Transactions of the Korean Institute of Electrical Engineers D
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    • v.51 no.3
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    • pp.100-107
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    • 2002
  • In this paper, we propose an expert system for electronic interlocking which enhances the safty, efficiency and expanability of the existing system by designing real-time interlocking control based on the interlocking table automatically generated using artificial intelligence approach. The expert system consists of two parts; an interlocking table generation part and a real-time interlocking control part. The former generates automatically the interlocking relationship of all possible routes by searching dynamically the station topology which is obtained from station database. On the other hand, the latter controls the status of station facilities in real-time by applying the generated interlocking relationship to the signal facilities such as signal devices, points, track circuits for a given route. The expert system is implemented in C language which is suitable to implement the interlocking table generation part using the dynamic memory allocation technique. Finally, the effectiveness of the expert system is proved by simulating for the typical station model.

An Efficient Lighting Control System Design for LSDM Control on AVR (AVR 기반의 LSDM 제어를 위한 효율적인 점등제어 시스템 설계)

  • Hong, Sung-Il;Lin, Chi-Ho
    • The Journal of The Korea Institute of Intelligent Transport Systems
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    • v.11 no.5
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    • pp.116-124
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    • 2012
  • In this paper, we propose an efficient lighting control system design for AVR based LSDM control. This paper, an efficient lighting control system design for LSDM control be design divided as the signal control part for I/O data bus and the timer/counter part for clock signal control according to operating conditions. LSDM control logic be optimization to PORTx and DDRx register by specifying the logical value of each bit for effective control signal processing. And, the LSDM control signal by lighting control program execution of ATmega128 be designed to be LSDM lighting control by control logic operating. In this paper, a proposed lighting control system were measured to power loss rate to proved the power loss reduction about lighting status of LSDM control logic by download the lighting control program to system through serial from host PC. As a measurement result, a proposed lighting control system than the existing lighting control system were proved to be effective to the overall power consumption reduction.

Design of Steering Controller for Autonomous Vehicle System on Magnetic Based Using Neural Network (신경망을 이용한 자계기반 자율주행 시스템의 조향 제어기 설계)

  • Lim Dae-Young;Jung Young-Yoon;Ryoo Young-Jae
    • Proceedings of the Korean Institute of Intelligent Systems Conference
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    • 2005.11a
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    • pp.185-188
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    • 2005
  • 본 논문에서 신경망을 이용한 자계기반 자율주행 시스템의 조향 제어기 설계를 제안한다. 자율주행시스템에서 가장 중요한 핵심요소는 자계토로상의 센서의 현재위치를 파악하고 주행하는 것이다. 먼저 자계도로상의 현재위치를 파악하기 위한 방법으로, 첫 번째 자기쌍극자 모델식이 센서에서 측정된 자계와 일치함을 보였다. 두 번째 Peak Mapping법을 이용하여 외란으로 작용하는 지자계 성분을 제거할 수 있음을 입증하였다. 세 번째로 신경망을 이용하여 높이성분($B_{z}$)가 변하더라도 정확한 거리가 계측됨을 확인하였다. 따라서 신경망을 이용하면 소량의 메모리를 사용할 수 있으므로 실제 시스템에서 경제적인 효과를 볼 수 있고, 정확한 거리를 계측하므로 경로를 이탈하지 않고 자율주행이 가능한 시스템을 설계하였다.

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Design and Implementation of Tele-operation system based on the Haptic Interface

  • Lee, Jong-Bae;Lim, Joon-Hong
    • International Journal of Fuzzy Logic and Intelligent Systems
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    • v.3 no.2
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    • pp.161-165
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    • 2003
  • In this paper, we investigate the issues on the design and implementation of tele-operation system based on the haptic interface. Here, the 3-DOF haptic device and the X-Y-Z stage are employed as master controller and slave system respectively. For this master-slave system, the force feedback algorithm, the modeling of virtual environments and the control method of X-Y-Z stage are presented. In this paper, internet network is used for data communication between master and slave. We construct virtual environment of the real convex surface from the force-feedback in controlling the X-Y-Z stage and measuring the force applied by the 3-DOF haptic device.

Unmanned Driving of Vehicle Using Guidance System Based on Magnetic Marker (자계표식기반 안내시스템을 이용한 차량의 무인주행)

  • Im, Dae-Yeong;Ryoo, Young-Jae;Choi, Min-Hyok
    • Proceedings of the Korean Institute of Intelligent Systems Conference
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    • 2008.04a
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    • pp.67-70
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    • 2008
  • 본 논문에서는 자계표식기반 안내시스템을 이용한 차량의 무인주행을 제안한다. 자계기반 안내시스템에서 가장 중요한 것은 자계도로상의 자석의 위치예측이다. 자석의 위치를 예측하기 위하여 자석과 센서의 상관관계를 해석하여 도로에 매설된 자석의 위치를 검출하기 위한 배열형 자계표식위치인식센서를 개발하였다. 또한 자동모드와 수동모드의 동작을 위해 스텝모터를 이용한 조향제어장치를 개발하였다. 자율주행 실험을 위해 자계기반 자계도로를 구성하였다. 그리고 로봇형 차량을 자계도로에서 실험을 통해 실용성을 입증하였다.

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