• Title/Summary/Keyword: 퍼지-PID

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Control of an Artificial Arm using Flex Sensor Signal (굽힘 센서신호를 이용한 인공의수의 제어)

  • Yoo, Jae-Myung;Kim, Young-Tark
    • Journal of the Korean Institute of Intelligent Systems
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    • v.17 no.6
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    • pp.738-743
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    • 2007
  • In this paper, a muscle motion sensing system and an artificial arm control system are studied. The artificial arm is for the people who lost one's forearm. The muscle motion sensing system detect the intention of motion from the upper arm's muscle. In sensing system we use flex sensors which is electrical resistance type sensor. The sensor is attached on the biceps brachii muscle and coracobrachialis muscle of the upper arm. We propose an algorithm to classify the one's intention of motions from the sensor signal. Using this algorithm, we extract the 4 motions which are flexion and extension of the forearm, pronation and supination of the arm. To verify the validity of the proposed algorithms we made experiments with two d.o.f. artificial arm. To reduce the control errors of the artificial arm we also proposed a fuzzy PID control algorithm which based on the errors and error rate.

A Study on a Precision Temperature Control of Oil Coolers with Hot-gas Bypass Manner for Machine Tools Based on Fuzzy Control (퍼지제어를 이용한 공작 기계용 오일 쿨러의 핫가스 바이패스방식 정밀 온도 제어에 관한 연구)

  • Lee, Sang-Yun
    • Journal of the Institute of Convergence Signal Processing
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    • v.14 no.3
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    • pp.205-211
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    • 2013
  • Recently, the needs of system performances such as working speed and processing accuracy in machine tools have been increased. Especially, the working speed increment generates harmful heat at both moving part of the machine tools and handicrafts. The heat is a main drawback to progress accuracy of the processing. Hence, a oil cooler to control temperature is inevitable for the machine tools. In general, two representative control schemes, hot-gas bypass and variable speed control of a compressor, have been adopted in the oil cooler system. This paper deals with design and implementation method of fuzzy controller for obtaining precise temperature characteristic of HB oil cooler system in machine tools. The opening angle of an electronic expansion valve are controlled to keep reference value and room temperature of temperature at oil outlet. Especially, the fuzzy controller is added to suppress temperature fluctuation under abrupt disturbances. Through some experiments, the suggested method can control the target temperature within steady state error of ${\pm}0.22^{\circ}C$.

Fuzzy Control Application Strategy for Energy Saving in HVAC System (공조시스템의 에너지절약을 위한 Fuzzy제어 적용방안 연구)

  • Ahn, Byung-Cheon;Song, Jae-Yeob
    • Journal of the Korean Society for Geothermal and Hydrothermal Energy
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    • v.3 no.2
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    • pp.31-37
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    • 2007
  • The fuzzy control algorithm for HVAC system has been developed for minimizing energy consumption while maintaining the comfort of indoor thermal environment in terms of the environmental variables such as time varying indoor cooling load and outdoor temperatures. The optimal set-points of control parameters with fuzzy control are supply air temperature, chilled water temperature and condenser temperature. This study has been done by using TRNSYS program in order to analyze the HVAC system response. As a result, the fuzzy control algorithm with PID algorithm shows good energy performance in comparison with conventional one.

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Design of Rule-Based Controller for DC Motor using Fuzzy Reasoning (퍼지추론을 이용한 DC모터의 규칙기반 제어기 설계)

  • Kim, S.J.;Choi, H.S.;Choi, J.S.;Kim, Y.C.;Cho, H.
    • Proceedings of the KIEE Conference
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    • 1991.07a
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    • pp.703-707
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    • 1991
  • During the past several years, fuzzy control has emerged as one of the most active and fruitful areas for reaserch in the applications of fuzzy set theory. A key component of the fuzzy controller is a rule-based system which provides a linguistic description of control strategy. This strategy has the form of a collection of fuzzy conditional statements which are implemented and manipulated using fuzzy set theory. In this paper, we propose the rule-based controller for DC motor speed control. The result of performance compare with PID controller to verify the validity of proposed algorithm.

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Remote Fuzzy Logic Control of Networked Control System Via Profibus-DP (Profibus-DP를 이용한 네트워크 기반 제어 시스템의 원격 퍼지 제어)

  • Lee, Kyung-Chang;Lee, Suk
    • Journal of Institute of Control, Robotics and Systems
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    • v.8 no.4
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    • pp.281-287
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    • 2002
  • This paper investigates on the feasibility of fuzzy logic control for networked control systems. In order to evaluate its feasibility, a networked control system for motor speed control is implemented on a Profibus-DP network. The NCS consists of several inde-pendent, but interacting processes running on two separate stations. By using this NCS, the network-induced delay is analyzed to find the cause and effect of the delay. Furthermore, in order to prove the feasibility, the fuzzy logic controller's performance is compared with those of conventional PID controllers. Based on the experimental results, the fuzzy logic controller can be a viable choice far NCS due to its robustness against parameter uncertainty.

Tank Level Control using Fuzzy Inference Technique (퍼지추론기법을 이용한 탱크 레벨 제어)

  • Ji, Seok-Jun;Jeon, Pu-Chan;Park, Doo-Hwan;Lee, Joon-Tark
    • Proceedings of the KIEE Conference
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    • 1997.07b
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    • pp.724-727
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    • 1997
  • This paper describes a control method of tank level using Fuzzy Inference Technique. In General, to control tank level without a dangerous overflow and with a high accuracy is difficult because of high order time delay and nonlinearity. None the less, the hardware controller using 80586 Microprocessor with DT-2801 board in this paper was successfully implemented, through a series of simulations and experiments, the superiority of the proposed fuzzy controller ta a conventional PID one was investigated.

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A Study on Design Process and Control Test of Manta-type Unmanned Underwater Test Vehicle (Manta 형상 무인잠수정의 설계과정 및 제어실험에 관한 연구)

  • Byun, Seung-Woo;Yim, Jong-Guk;Kim, Joon-Young
    • Proceedings of the KAIS Fall Conference
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    • 2009.12a
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    • pp.152-155
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    • 2009
  • 본 논문에서는 Manta 형상 무인잠수정의 자유항주모델을 설계하였고 이를 이용하여 제어실험을 실시하였다. 제작된 MUUTV모형은 직진방향으로 1개의 추진기를 가지고 있으며, 승강타와 방향타를 이용하여 수심 및 방향 제어를 실시하게된다. MUUTV는 수심제어시 사용되는 수심을 측정하기 위한 압력센서, 방향제어를 위해 방향각 측정을 위한 마그네틱 컴파스가 설치되어있으며, 잠수정의 전체적인 운용을 위한 Windows XP기반의 소형 On-board PC104가 장착되어있다. 시뮬레이션에 사용된 6자유도 운동모델은 PMM실험과 이론적 추정을 통해 얻어진 유체동역학계수와 파라미터를 이용하여 구성된다. 잠수정의 운동성능과 제어응답을 비교하기 위해 PID, 슬라이딩모드, 퍼지, 제어기가 설계되었으며, 이를 통해 제어 성능을 비교하고자 하였다. 또한 제작된 모델을 이용하여 수심 및 방향제어 실험을 수조에서 실시하였다.

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Development of Active Vibration Isolation System for Display Equipments

  • Im, Gyeong-Hwa;Yang, Son;An, Chae-Heon;Jin, Gyeong-Bok
    • Proceedings of the Korean Society Of Semiconductor Equipment Technology
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    • 2007.06a
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    • pp.132-138
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    • 2007
  • 최근 반도체 및 디스플레이 산업 등에서 초정밀 가공, 측정 등이 필요함에 따라, 외란과 내부 진동을 차단하는 방진 시스템에 대한 연구가 활성화 되고 있다. 기존에 소개된 여러 방진 시스템 중에서 가장 많이 연구되는 공기스프링은 압축 공기를 이용하여 큰 하중을 지지할 수 있으면서 상대적으로 낮은 강성으로 낮은 고유진동수를 유지할 수 있다. 본 연구는 기존의 레벨링밸브를 이용한 수동 방진 시스템을 분석하여 이를 개선하고 디스플레이장비용 능동 방진 시스템을 설계하였다. 공기의 비선형 특성에 기인하는 복잡한 비선형 시스템 제어에 PID 제어기 보다 유리한 퍼지 제어기를 설계하였고, 실험과 해석을 비교하였다.

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Design of fuzzy speed/phase controller for drum motor in home VCR (VCR용 드럼 모터의 퍼지 속도/위상 제어기 설계)

  • 박귀태;이기상;박태홍;배상욱;이상락
    • 제어로봇시스템학회:학술대회논문집
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    • 1991.10a
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    • pp.457-462
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    • 1991
  • Recently, digital techniques have been applied to servo systems of the home VCR, which result in high accuracy, high stability and a small number of parts required. The servo systems are now becoming more compex because the latest home VCRs are stringly required to have many functions. Given these circumstances, software servo concepts were introduced to the VCR servo system with microprocessor. But there are some difficulties in the conventional digital PID controller, eg. caculating the exact gains or dynamics. In this paper, we introduce FLC(Fuzzy Logic Controller) to the speed/phase control for VCR drum motor. To show the usefulness of the proposed controller, some studies are discussed by simulation and experiment.

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A Study on the Controller having Disturbances in Spark Ignition Engine (불꽃점화 기관에 외란에 안정한 제어기 연구)

  • 이영춘;정진호;윤여홍;이성철
    • Proceedings of the Korean Society of Precision Engineering Conference
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    • 2000.11a
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    • pp.153-156
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    • 2000
  • This paper presents an PID type fuzzy based method for nohnear engine idle controller The output is a duty cycle(DC) for driving a idle speed cont개l valve(1SCV). For precise control of SI engine, the CPS sensor and coolant temperature are used. Visual C* language is used to make simulation panel for the fast and precise idle speed control. The dSPACE board and supported Control desk program is used in experiment ta the same purpose as simulation. The experimental results have a good agreement with simulation ones.

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