• 제목/요약/키워드: Fuzzy quantity

검색결과 76건 처리시간 0.024초

퍼지 전문가 제어 알고리즘을 이용한 시설 재배 자동 제어 시스템의 구현 (Implementation of an Automatic Control System for the Cultivation in a Greenhouse Using Fuzzy Expertized Control Algorithm)

  • 노희석;김영식;김승우
    • 한국지능시스템학회:학술대회논문집
    • /
    • 한국퍼지및지능시스템학회 2000년도 춘계학술대회 학술발표 논문집
    • /
    • pp.59-62
    • /
    • 2000
  • In cope with insufficient agricultural labor and requirement of high quality product Hydroponics is a really good method. It makes the high density agriculture possible and all the growing environments controllable. So its research is so much progressing to maximize the quantity and quality of farm products. Furthermore, the big progress, in the research of a future agriculture, is systematically conducted for the automatic controlled system. In this paper, a new approach to the automation of the cultivation in a green house is suggested and a practical automatic control cultivation system is implemented. To automatically control and optimize the very nonlinear and time-varying growth of farm products, a hybrid strategy(FECA; Fuzzy Expertized Control Algorithm) is proposed which serially combines a fuzzy expert system with the fuzzy logic control. The fuzzy expert system(FMES; Fuzzy Model-based Expert System) is intended to overcome the non-linearity of the growth of farm products. The part of fuzzy controller is incorporated to solve the time-variance of the growth of farm products. Finally, the efficiency and the effectiveness of the implemented agricultural automation system is presented through the cultiviation results.

  • PDF

퍼지 전문가 제어 알고리즘을 이용한 배양액 중량 제어시스템의 구현 (A Study on Implementation of an Automation System for the Culture-Fluid Weighing System Using Fuzzy Expertized Control Algorithm)

  • 노희석;김승우
    • 대한전기학회:학술대회논문집
    • /
    • 대한전기학회 2000년도 하계학술대회 논문집 D
    • /
    • pp.2992-2994
    • /
    • 2000
  • In cope with insufficient agricultural labor and requirement of high quality product Hydroponics is a really good method. It makes the high density agriculture possible and all the growing environments controllable. So its research is so much progressing to maximize the quantity and quality of farm products. Furthermore, the big progress, in the research of a future agriculture. is systematically conducted for the automatic controlled system. In this paper, a practical automatic control cultivation system is implemented. To automatically control and optimize the very nonlinear and time-varying growth of farm products, a hybrid strategy(FECA: Fuzzy Expertized Control Algorithm) is proposed which serially combines a fuzzy expert system with the fuzzy logic control. The fuzzy expert system (FMES: Fuzzy Model-based Expert System) is intended to overcome the non-linearity of the growth of farm products. The part of fuzzy controller is incorporated to solve the time-variance of the growth of farm products. Finally. the efficiency and the effectiveness of the implemented agricultural automation system is presented through the cultivation results.

  • PDF

Digital Relaying Algorithm for Power Transformer Protection using Fuzzy Logic Approach

  • Park, Chul-Won;Shin, Myong-Chul
    • KIEE International Transactions on Power Engineering
    • /
    • 제2A권4호
    • /
    • pp.153-159
    • /
    • 2002
  • Power transformer protective relay should block the tripping during magnetizing inrush and rapidly operate the tripping during internal faults. Recently, the frequency environment of power system has been made more complicated and the quantity of 2nd frequency component in inrush state has been decreased because of the improvement of core steel. And then, traditional approaches will likely be maloperate in the case of magnetizing inrush with low second harmonic component and internal faults with high second harmonic component. This paper proposes a new relaying algorithm to enhance the fault detection sensitivities of conventional techniques by using a fuzzy logic approach. The proposed fuzzy based relaying algorithm consists of flux-differential current derivative curve, harmonic restraint, and percentage differential characteristic curve. The proposed relaying was tested with relaying signals obtained from EMTP simulation package and showed a fast and accurate trip operation.

화상의 퍼지 알고리즘 처리를 통한 공과 막대 시스템 제어 (The Control of A Ball Beam Using Fuzzy Control in Vision)

  • 박승훈;주한조;임화영
    • 대한전기학회:학술대회논문집
    • /
    • 대한전기학회 2003년도 학술회의 논문집 정보 및 제어부문 B
    • /
    • pp.965-967
    • /
    • 2003
  • Fuzzy Controller is a system that displays a person's thoughts using membership function and IF-THEN rules. With the help of specialists' knowledge, rule bases can be explained in easy language. Furthermore Fuzzy Controller has strong resistance against turbulence. Its performance is especially prominent when targets cannot be measured in mathematic methods because the fuzzy controller can measure the output using only the relations between the input and output. With the increasing influence of multimedia on our daily lives, vision plays bigger role both in industries and personal lives. Like wise vision is being used in many areas such as detecting and identifying objects. It is difficult to detect and control targets because there is a delay in the calculating when using vision in detecting and controlling objects in large quantity. In this paper we showed how to use fuzzy controller in minimizing the calculation process, controlling target objects and moving view window instead of applying input variation through vision. Ball beam, which has strong nonlinear, was used as the target object and DSP320C6711 IDK by TI(Texas Instruments) company was for the benefit of speedy calculation and vision data operation.

  • PDF

Fuzzy-LP와 GIS의 결합을 통한 토지의 최적 이용문제 (Optimized Land Use by Integrated Use of Fuzzy-LP and GIS)

  • 전철민
    • 한국측량학회지
    • /
    • 제20권3호
    • /
    • pp.273-282
    • /
    • 2002
  • GIS는 다양한 영역에서 유용한 도구로서 자리잡고 있으나, 한편으로는, 복잡한 문제를 해결하기 위해서는 GIS가 수학, 공학적인 모델링툴과 결합되는 것이 필요하다는 견해와 연구결과가 등장하고 있다. LP(Linear Programming)는 주어진 자원을 최적으로 배분하는 문제에 사용되는 수학적인 기법이다. LP는 공간적인 표현을 포함하지 않기때문에 GIS의 기능들과 결합될 때 그 유용성이 높아질 수 있다. 그러나 전통적인 LP는 명료하게 조건이 주어질 경우에만 적합한 방법이므로, 토지이용계획과 같이 결정요소가 명확한 값으로 주어질 수 없는 경우에는 현실적으로 적용하기 어려워진다. 이 연구에서는, 이와 같이 불명료한(fuzzy) 상황을 다루기 위해 Fuzzy logic을 사용한 fuzzy-LP를 개발하고, 이를 GIS와 통합하는 방법론을 제시한다. 통합시스템에서 GIS는 Fuzzy-LP과정으로 데이터를 공급하거나 Fuzzy-LP의 결과값을 표현하는데 이용된다. 이 시스템을 토지이용배분문제에 적용하는 경우를 예시하였다.

The Design and Simulation of a Fuzzy Logic Sliding Mode Controller (FLSMC) and Application to an Uninterruptible Power System Control

  • Phakamach, Phongsak;Akkaraphong, Chumphol
    • 제어로봇시스템학회:학술대회논문집
    • /
    • 제어로봇시스템학회 2004년도 ICCAS
    • /
    • pp.389-394
    • /
    • 2004
  • A Fuzzy Logic Sliding Mode Control or FLSMC for the uninterruptible power system (UPS) is presented, which is tracking a sinusoidal ac voltage with specified frequency and amplitude. The FLSMC algorithm combines feedforward strategy with the Variable Structure Control (VSC) or Sliding Mode Control (SMC) and fuzzy logic control. The control function is derived to guarantee the existence of a sliding mode. FLSMC has an advantage that the stability of FLSMC can be proved easily in terms of VSC. Furthermore, the rules of the proposed FLSMC are independent of the number of system state variables because the input of the suggested controller is fuzzy quantity sliding surface value. Hence the rules of the proposed FLSMC can be reduced. The simulation results illustrate that the purposed approach gives a significant improvement on the tracking performances. It has the small overshoot in the transient and the smaller chattering in the steady state than the conventional VSC. Moreover, its can achieve the requirements of robustness and can supply a high-quality voltage power source in the presence of plant parameter variations, external load disturbances and nonlinear dynamic interactions.

  • PDF

Fuzzy Logic-Based Moldability-Conforming System in Injection Molding

  • Kang, Seong-Nam;Huh, Yong-Jeong;Huh, Yong-Jeong
    • International Journal of Fuzzy Logic and Intelligent Systems
    • /
    • 제2권1호
    • /
    • pp.49-52
    • /
    • 2002
  • Short shot is a molded part that is incomplete since insufficient material was injected into the mold. Remedial actions to solve short shot can be dune by injection molding experts based on their empirical knowledge. Modifying mold and part, changing resin to less viscous one, and adjusting process conditions are general remedies. Experts of injection molding might try to adjust process conditions such as mold temperature, melt temperature, injection time based on their empirical knowledge as the first remedy because adjustment of process conditions is the most economic way in time and cost. However it is difficult to find appropriate process conditions as they are highly coupled and there are so many elements to be considered. In this paper, a fuzzy logic algorithm has been proposed to find an appropriate mold temperature. With the percentage of the insufficient quantity of an injection molded part, an appropriate mold temperature can be obtained by the fuzzy logic algorithm.

모듈형 퍼지-신경망을 이용한 미성형 사출제품의 최적 해결에 관한 연구 (A Study on Optimal Solution of Short Shot Using Modular Fuzzy Logic Based Neural Network (MENN))

  • 강성남;허용정;조현찬
    • 한국지능시스템학회논문지
    • /
    • 제11권6호
    • /
    • pp.465-469
    • /
    • 2001
  • In injection molding short shot is one of the frequent and fatal defects. Experts of Injection molding usually adjust process conditions such as injection time, mold temperature, and melt temperature because it is most economic way in time and cost. However, it is difficult task to find appropriate process conditions for troubleshooting of short shot as injection molding process is a highly nonlinear system and process conditions are coupled. In this paper, a modular fuzzy neural network (MFNN) has been applied to injection molding process to shorten troubleshooting time of short shot. Based on melt temperature and fill time, a reasonable initial mo이 temperature is recommenced by the NFNN, and then the mold temperature is inputted to injection molding process. Depending on injection molding result, specifically the insufficient quantity of an injection molded part. and appropriate mold temperature is recommend repeatedly through the NFNN.

  • PDF

전통목조의 안정성 평가에 대한 연구 (Study on Safety Evaluation of Traditional Wooden Structure)

  • 김남희;홍성걸;배병선;정성진;이영욱;황종국
    • 한국전산구조공학회:학술대회논문집
    • /
    • 한국전산구조공학회 2006년도 정기 학술대회 논문집
    • /
    • pp.413-420
    • /
    • 2006
  • There are many Korean traditional wooden structures that have resisted successfully over more than several hundred years. However, their structural behavior is not known in engineering context yet. It is then difficult to predict how they behave against various loadings if they face. This paper is to attempt to investigate structural performance of the wooden structures using fuzzy concepts rather than definitely defined engineering formula. The fuzzy synthetic theory to a scoring method enables us to draw a representative and comprehensive value from individual quantity.

  • PDF

퍼지 슬라이딩 제어를 이용한 도립 진자 제어 (The Control of an Inverted Pendulum using Fuzzy-Sliding Control)

  • 장병훈;고재호;배영철;임화영
    • 대한전기학회:학술대회논문집
    • /
    • 대한전기학회 1998년도 하계학술대회 논문집 B
    • /
    • pp.480-482
    • /
    • 1998
  • Sliding mode is a robust control method and can be applied in the presence of model uncertainties and parameter disturbances. This study shows that the proposed fuzzy sliding mode control could reduce chattering problemed in sliding mode control. In this paper, an inverted pendulum is effectively controlled by the fuzzy sliding control technique. To reduce movable region of the inverted pendulum body, the angle and its integrated quantity are applied to the controller. The effectiveness of result is shown by the simulation and the experimental test for the inverted pendulum.

  • PDF