• 제목/요약/키워드: inference Control

검색결과 660건 처리시간 0.027초

빠른 추론을 위한 퍼지 참조표에 관한 연구 (A study on the fuzzy look-up table for fast inference)

  • 서동욱;안상철;권욱현
    • 제어로봇시스템학회:학술대회논문집
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    • 제어로봇시스템학회 1993년도 한국자동제어학술회의논문집(국내학술편); Seoul National University, Seoul; 20-22 Oct. 1993
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    • pp.704-709
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    • 1993
  • In this paper, a method of using a look-up table for a fuzzy logic controller is proposed. A look-up table is designed for a fast inference. An algorithm for an inference is developed with a view to decrease execution time. The performance of the developed fuzzy controller is compared with that of the traditional one.

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자기조정 퍼지 PID제어기를 이용한 전력시스템의 부하주파수 제어 (Load Frequency Control of Power System using a Self-tuning Fuzzy PID Controller)

  • 이준탁
    • Journal of Advanced Marine Engineering and Technology
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    • 제23권1호
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    • pp.40-46
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    • 1999
  • A self-tuning FPID(Fuzzy Proportional Intergral Derivative) controller fo load frequency control of 2-area power systemis proposed in this paper. The paramters of the proposed self-tuning FPID controller are self-tuned by the proposed fuzzy inference technique. Therefore in this paper the fuzzy inference technique of PID gains using PSGM(Product Sum Gravity Method) is presented and is applied to the load frequency control of 2-area power system. The computer simulation results show that the proposed controller give better more control characteristics than convention-al PID, FLC under load changes.

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온톨로지에 기반한 자율주행 로봇의 제어 (Ontology-based Control of Autonomous Robots)

  • 이인근;권순학
    • 한국지능시스템학회논문지
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    • 제19권1호
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    • pp.69-74
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    • 2009
  • 본 논문에서는 온톨로지에 기반한 자율주행 로봇의 제어 방법을 제안한다. 제안한 방법은 온톨로지를 단순히 정보의 체계적인 저장소로 이용하는 것에서 벗어나 온톨로지 추론을 통해 로봇을 제어한다. 즉, 로봇이 감지한 장애물 정보를 온톨로지로 표현하고, 온톨로지 추론을 통해 주변 상황에 따른 로봇의 행동계획과 로봇의 제어를 수행한다. 그리고 차등구동형로봇을 제작하고, 실제 환경에서의 로봇 주행 실험을 통해 제안한 방법의 효용성을 보인다.

퍼지추론을 이용한 수차 속도제어기 동조기법에 관한 연구 (A Study on Tuning Method of Turbine Speed Controller Using Fuzzy Inference)

  • 이정환;김운해;백두현;성기민;신강욱
    • 대한전기학회:학술대회논문집
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    • 대한전기학회 1993년도 하계학술대회 논문집 A
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    • pp.316-318
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    • 1993
  • In order to estimation the optimum PID parameter of the turbine speed controller, the response cure of the object plant was compared with the reference pattern and then the magnitude peak value error and peak time error was calculated. With the calculated errors as input into the Fuzzy inference Method was introduced to propose the tuning method for each parameter. And the computer simulation was performed with the above Fuzzy inference method in which the Chunju hydro power plant turbine governor system was used as a model. This Study also aims to develop the exclusive tuner for govenor using industrial computer.

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Product-sum 추론방식을 이용한 퍼지제어기의 FPGA 구현 (FPGA implementation of fuzzy controller using product-sum inference method)

  • 김재희;박준열
    • 제어로봇시스템학회:학술대회논문집
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    • 제어로봇시스템학회 1997년도 한국자동제어학술회의논문집; 한국전력공사 서울연수원; 17-18 Oct. 1997
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    • pp.520-523
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    • 1997
  • This paper presents FPGA implementation of fuzzy controller using Product-Sum inference method. Product-Sum inference method has much better performance than other inference methods. This fuzzy controller is composed of several digital modules, e.g. fuzzifier, rule base, adder, multiplier, select center and divider, and is operated by error and error variation. We synthesized the fuzzy controller and performed wave simulation using Xilinx VHDL tool(ViewLogic, ViewSim).

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퍼지추론을 이용한 실내환경에서의 주행신호인식 (Navigation Sign Recognition in Indoor enviroments Using Fuzzy Inference)

  • 김전호;유범재;조영조;박민용;고범석
    • 한국지능시스템학회:학술대회논문집
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    • 한국퍼지및지능시스템학회 1997년도 춘계학술대회 학술발표 논문집
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    • pp.141-144
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    • 1997
  • This paper presents a method of navigation sign recognition in indoor environments using a fuzzy inference for an autonomous mobile robot. In order to adapt to image deformation of a navigation sign resulted from variations of view-points and distances, a multi-labeled template matching(MLTM) method and a dynamic area search method(DASM) are proposed. The DASM is proposed to detect correct feature points among incorrect feature points. Finally sugeno-style fuzzy inference are adopted for recognizing the navigation sign.

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Development of Maneuvering Simulator for PERESTROIKA Catamaran using Fuzzy Inference Technique

  • Lee, Joon-Tark;Ji, Seok--Jun;Choi, Woo--Jin
    • Journal of Advanced Marine Engineering and Technology
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    • 제28권2호
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    • pp.192-199
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    • 2004
  • Navigation simulators have been used in many marine schools and manne training centers since the early 1960's. But these simulators were very expens~ve and were almost limited only in one engine system. In this paper, a catamaran with twin engine system. controlled by two remote control levers and its economic simulator based on a personal computer shall be introduced. One of the main features of catamaran is to control variously its progressing direction. In the static state, a catamaran can move into all the directions and in the dynamic state, ship can change immediately the heading and speed. Although a good navigator can skillfully operate one engine system, it is difficult to control smoothly the catamaran of twin engine system without any threat for the safety of passengers. Thus. in order to bring up the expert navigators. the development of a simulator which makes the training effective is necessary, Therefore, in this paper, a Fuzzy Inference Technique based Maneuvering Simulator for catamaran with twin engine system was developed. In general. in order to develop a catamaran simulator for effective training, first of all. its mathematical model must be acquired. According to the acquired system modeling. the dynamics of simulator is determined, But the proposed technique can omit a complex and tedious mathematical modeling procedures by using the fuzzy inference, which dependent upon only experiences of an expert and can design an efficient training program for unskillful navigators. This developed simulator was consisted of two fuzzy inference routines and two remote control levers, and was focused on effective training of navigators for the safe maneuvering to avoid a collision in a harbor.

동적 퍼지 추론에 의한 방류량 조절 가능 댐 수문 제어 (Controlling of Dam Gates with Outflow Control by Dynamic Fuzzy Inference)

  • 우영운;이수종;김광백
    • 한국컴퓨터정보학회논문지
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    • 제13권7호
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    • pp.75-82
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    • 2008
  • 댐의 수문 제어는 유입량이 변하는 동안 이루어지는 복잡하고 비선형적인 제어이다. 이 논문에서는 퍼지 추론 기법을 이용하여 유입량이 변하는 동안의 수문을 효과적으로 제어하기 위한 방법을 제안하였다. 특히 단순히 수문 제어에만 머물지 않고 가뭄 때를 대비하여 적정 수위를 유지할 수 있도록 하는 기능과, 하류 지역을 범람을 예방하기 위하여 방류량을 제어할 수 있도록 하는 기능을 보완하였다. 이를 위하여 일반적으로 사용되는 정적인 퍼지 함수를 이용하지 않고 상황에 따라 함수 값이 변하는 동적 퍼지 추론 기법과 방류량 제어를 위한 퍼지 규칙을 함께 적용함으로써 방류량을 제한할 수 있도록 하는 기법을 제안하였다. 제안한 기법을 이용하여 시뮬레이션 실험을 실시한 결과 수문 제어 기능뿐만 아니라 사용자가 지정한 적정 수위를 유지하고 정해진 방류량을 넘지 않도록 하는 방식으로 댐 수문 제어가 이루어짐을 확인할 수 있었다.

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제어규칙 분해법을 이용한 다변수 퍼지 논리 제어기 (Multivariable Fuzzy Logic Controller using Decomposition of Control Rules)

  • 이평기
    • 한국산업융합학회 논문집
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    • 제9권3호
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    • pp.173-178
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    • 2006
  • For the design of multivariable fuzzy control systems decomposition of control rules is a efficent inference method since it alleviates the complexity of the problem. In some systems, however, inference error of the Gupta's decomposition method is inevitable because of its approximate nature. In this paper we define indices of applicability which decides whether the decomposition method can be applied to a multivariable fuzzy system or not.

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A Multivariable Fuzzy Control System with a Coorinator

  • Lee, Pyeong-Gi-;Jeon, Gi-Joon
    • 한국지능시스템학회:학술대회논문집
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    • 한국퍼지및지능시스템학회 1993년도 Fifth International Fuzzy Systems Association World Congress 93
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    • pp.1141-1144
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    • 1993
  • For the design of multivariable fuzzy control systems the decomposition of control rules is preferable since it alleviates the complexity of the problem. In some systems, however, inference error of the Gupta's decomposition method is inevitable because of its approximate nature. In this paper, we propose a new multivariable fuzzy controller with a coordinator which can reduce the inference error of the decomposition method by using an index of applicability.

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