• Title/Summary/Keyword: Fuzzy logic controller design

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Hierarchical Fuzzy Logic Controller Design for Obstacle Avoidance of a Mobile Robot (이동로봇의 장애물 회피를 위한 계층적 퍼지 제어기 설계)

  • Kim, Ki-Woong;Lee, Suk
    • Proceedings of the Korean Society of Precision Engineering Conference
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    • 1995.10a
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    • pp.319-322
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    • 1995
  • This paper addresses that through the use of Fuzzy Logic Control, a reactiv behavior (e.g. avoiding obstacles on the way) are smoothly blended into one sequence of control action. In this classical problem, the aim is to guide a mobile robot along its path to avoid any static obstacles in front of it. This controller presented here uses three sub-controllers. This fuzzy controller was apply to a miniature mobile robot. This robot follows a left wall, maintining a minimum distance.

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Design of Sliding Mode Controller with a SIIM Fuzzy Logic Boundary Layer (간편 간접추론 퍼지논리 경계층을 갖는 슬라이딩 모드 제어기의 설계)

  • 채창현
    • Journal of the Institute of Electronics Engineers of Korea SC
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    • v.41 no.2
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    • pp.45-52
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    • 2004
  • The sliding mode controller with a boundary layer implemented by simplified indirect inference method (SIIM) fuzzy logic was proposed. The components of the sliding line function are used for the inputs of the SIIM fuzzy logic. The proposed control system is simple because there is no need to derive the sigmoid function and there are only four rules. The overall stability of the proposed system and the boundness of the tracking error are proved easily using the Lyapunov theory. We apply the proposed controller to control a nonlinear time-varying system. The computer simulation showed the validity of the proposed control system.

Design of a Fuzzy Logic Speed Controller for BLDC Motor drived by Voltage Source Inverter (전압형 인버터로 구동되는 BLDC 모터의 퍼지 로직 속도 제어기 설계)

  • Song, Seung-Joon;Kim, Yong;Baek, Soo-Hyun;Lee, Seung-Il;Cho, Kyu-Man
    • Proceedings of the KIEE Conference
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    • 2001.04a
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    • pp.329-331
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    • 2001
  • This paper representes a realization of a fuzzy logic speed controller for BLDC motor drives. Fuzzy sets are regulated by using parameters of BLDC motor. Simplified reasoning methods are used for defuzzification. Fuzzy logic speed controller is designed by using the high performance of DSPchip (TMS320F240). By experiment, it is confirmed that the speed of BLDC motor well follows an command speed in the load variables or low-speed area.

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Design of Lateral Fuzzy-PI Controller for Unmanned Quadrotor Robot (무인 쿼드로터 로봇 횡 방향 제어를 위한 Fuzzy-PI 제어기 설계)

  • Baek, Seung-Jun;Lee, Deok-Jin;Park, Jong-Ho;Chong, Kil-To
    • Journal of Institute of Control, Robotics and Systems
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    • v.19 no.2
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    • pp.164-170
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    • 2013
  • Quadrotor UAV (Unmanned Aerial Vehicle) is a flying robotic platform which has drawn lots of attention in the recent years. The attraction comes from the fact that it is able to perform agile VTOL (Vertical Take-Off Landing) and hovering functions. In addition, the efficient modular structure composed of four electric rotors makes its design easier compared to other single-rotor type helicopters. In many cases, a quadrotor often utilizes vision systems in order to obtain altitude control and navigation solution in hostile environments where GPS receivers are not working or deniable. For carrying out their successful missions, it is essential for flight control systems to have fast and stable control responses of heading angle outputs. This paper presents a Fuzzy Logic based lateral PI controller to stabilize and control the quadrotor vehicle equipped with vision systems. The advantage of using the fuzzy based PI controller lies in the fact that it could acquire a desired output response of a heading angle even in presence of disturbances and uncertainties. The performance comparison of the newly proposed Fuzzy-PI controller and the conventional PI controller was carried out with various simulation results.

Fuzzy Logic Controller Design for Lateral Vehicle Guidance (Lateral Vehicle Guidance를 위한 퍼지 로직 제어기의 설계)

  • Kim, Tai-Hyung;Huh, Kyung-Moo
    • Proceedings of the KIEE Conference
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    • 1996.07b
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    • pp.1193-1195
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    • 1996
  • For an automatic steering problem of vehicles, the main task is to keep a reference path with assumption that the displacement from the guideline can be measured by a sensor. In this paper, a sliding mode fuzzy logic controller design method is introduced and it shows highly enhanced performance in comparison with the other results. The method can be relatively simply implemented.

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Design of Fuzzy PD Depth Controller for an AUV

  • Loc, Mai Ba;Choi, Hyeung-Sik;Kim, Joon-Young;Kim, Yong-Hwan;Murakami, Ri-Ichi
    • International Journal of Ocean System Engineering
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    • v.3 no.1
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    • pp.16-21
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    • 2013
  • This paper presents a design of fuzzy PD depth controller for the autonomous underwater vehicle entitled KAUV-1. The vehicle is shaped like a torpedo with light weight and small size and used for marine exploration and monitoring. The KAUV-1 has a unique ducted propeller located at aft end with yawing actuation acting as a rudder. For depth control, the KAUV-1 uses a mass shifter mechanism to change its center of gravity, consequently, can control pitch angle and depth of the vehicle. A design of classical PD depth controller for the KAUV-1 was presented and analyzed. However, it has inherent drawback of gains, which is their values are fixed. Meanwhile, in different operation modes, vehicle dynamics might have different effects on the behavior of the vehicle. In this reason, control gains need to be appropriately changed according to vehicle operating states for better performance. This paper presents a self-tuning gain for depth controller using the fuzzy logic method which is based on the classical PD controller. The self-tuning gains are outputs of fuzzy logic blocks. The performance of the self-tuning gain controller is simulated using Matlab/Simulink and is compared with that of the classical PD controller.

Design of fuzzy logic controller based on adaptive variable structure controller (적응 가변구조 개념을 이용한 퍼지 제어기의 설계)

  • 박귀태;이기상;박태홍;배상욱;김성호
    • 제어로봇시스템학회:학술대회논문집
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    • 1992.10a
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    • pp.382-386
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    • 1992
  • In this paper, the author proposed FLVSC(Fuzzy Logic Variable Structure Controller), of which control rules are extracted from the concepts of VSC(Variable Structure Control). FLC(Fuzzy Logic Controller) based on linguistic rules has the advantages of not needing of some exact mathematical model for plant to be controlled. The proposed method has the characteristics which are viewed in conventional VSC, e.g. insensitivity to a class of disturbances, parameter variations and uncertainties in sliding mode. In addition, the method has the properties of FLC - noise rejection capability etc. The computer simulations have been carried out for a DC servo motor to show the usefulness of the proposed method and the effects of disturbances and parameter variations are considered.

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Development of Fuzzy Logic Controller for Automatic Combustion of Refuse Incinerator (쓰레기 소각로 자동 연소를 위한 퍼지 제어기의 개발)

  • Song, Young-Seuk;Park, Jang-Geon;Kim, Yong-Tae;Lee, He-Young;Zeungnam Bien
    • Proceedings of the Korean Institute of Intelligent Systems Conference
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    • 1996.10a
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    • pp.123-128
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    • 1996
  • In this paper, a fuzzy controller is proposed for the operation of stoker-type refuse incinerator with many kinds of uncertain factors. To build the exact mathematical model is very difficult because of the variation of physical/chemical properties of refuse as a fuel and the complexity of the combusiton process. The fuzzy controller consists of fuzzy sensor, fuzzy decision maker and tracking part. The rules based on the professional operators empirical knowledge are made for the control of the boiler evaporation rate, emission gas and refuse throughput. For the performance measure of the proposed fuzzy controller, the model of the incinerator is constructed and the simulation results are given.

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Control of MIMO System Using Multiple Fuzzy Logic Controller (다중 퍼지 로직 제어기를 이용한 다변수 시스템의 제어)

  • Seo, Ho-Joon;Seo, Sam-Joon;Kim, Dong-Sik;Park, Gwi-Tae
    • Proceedings of the KIEE Conference
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    • 1996.07b
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    • pp.1076-1078
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    • 1996
  • In this paper, we design the robust controller for MIMO system using multiple fuzzy logic controller. Based on the knowledge of system input/output data, we introduce the simple adaptation laws to approximate the decoupling matrix from input channel to output channel. The proposed control algorithm is applied numerical example.

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A Study on the Idle Speed Control under Load Disturbance (부하변동에 강인한 엔진 공회전 속도제어에 관한 연구)

  • 최후락;장광수
    • Transactions of the Korean Society of Automotive Engineers
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    • v.5 no.5
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    • pp.37-50
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    • 1997
  • The objective of this paper is to study on the idle speed control using the fuzzy logic controller under load disturbance. The design procedure for fuzzy logic controller depends on the expert's knowledge or trial and error. The inputs of the fuzzy controller are error of rpm and variation of rpm. The output of the fuzzy controller is an ISC motor step and ignition timing. The airflow is controlled by the ISC motor movement and the idle speed is controlled by the airflow control and ignition timing control. During the control, air to fuel was checked by LAMBDA sensor. All experiments were performed in a real vehicle.

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