• 제목/요약/키워드: mandani inference system

검색결과 3건 처리시간 0.016초

농업용 필댐의 안전진단등급 평가법 개선을 위한 퍼지논리 적용법 개발 (A Development of Fuzzy-Logic Application for Improving Safety Diagnosis Rating Method of Agricultural Fill Dam)

  • 윤성욱;유찬
    • 한국농공학회논문집
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    • 제65권4호
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    • pp.33-43
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    • 2023
  • In this study, it was developed and verified an application method of fuzzy-logic theory to the rating process of agricultural fill dam safety. A fuzzy-logic is very famous logical system when some decision making is made on the status of a lack of information. Three proxies were selected and configured membership functions (MFs) and these MFs were activated in the process of fuzzification procedures. Fuzzified vlaues were passed through the rule-based inference system, then fire strength could classified among cases of the rule-based inference system. To obtain final results, Mandani-type was adapted in the defuzzification process. As the results, it was shown the developed system can give a correct results that was compared with Matlab - fuzzy inference function. More ever it could perform the detailed analysis and improvement on the infrastructure safety rating process using classical diagnosis method.

퍼지를 이용한 해태건조기용 자동 온도${\cdot}$습도 제어시스템 (The Automatic Temperature and Humidity Control System for Laver Drying Machine Using Fuzzy)

  • 김은석;주기세
    • 한국정밀공학회지
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    • 제19권11호
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    • pp.167-173
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    • 2002
  • The look up table method conventionally applied to control the inner temperature and humidity of a laver drying machine has repeatedly occurred not only laver's damage but also inferior goods since the reaching time at the optimum state takes a long time. In this paper, a fuzzy control theory instead of the look up table was proposed to reduce the reaching time at the optimum state. The proposed method used six input variables and four output variables for the fuzzy control, and a triangle rule for a fuzzifier, The Mandani's min-max method was applied to a fuzzy inference. Also, the mean method of maximum was applied to a defuzzifier. The method applied to the fuzzy controller contributed to reduce the reaching time at the optimum state, and to minimize not only laver's damage but also inferior goods.

ANFIS 기반 경로추종 운동제어에 의한 모형차량의 자동주차 (Autonomous Parking of a Model Car with Trajectory Tracking Motion Control using ANFIS)

  • 장효환;김창환
    • 한국정밀공학회지
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    • 제26권12호
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    • pp.69-77
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    • 2009
  • In this study an ANFIS-based trajectory tracking motion control algorithm is proposed for autonomous garage and parallel parking of a model car. The ANFIS controller is trained off-line using data set which obtained by Mandani fuzzy inference system and thereby the processing time decreases almost in half. The controller with a steering delay compensator is tuned through simulations performed under MATLAB/Simulink environment. Experiments are carried out with the model car for garage and parallel parking. The experimental results show that the trajectory tracking performance is satisfactory under various initial and road conditions