• Title/Summary/Keyword: Rule Base System

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Interval-valued Fuzzy Set Reasoning Using Fuzzy Petri Nets (퍼지 페트리네트를 이용한 구간간 퍼지집합 추론)

  • 조경달;조상엽
    • Journal of KIISE:Software and Applications
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    • v.31 no.5
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    • pp.625-631
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    • 2004
  • In general, the certainty factors of the fuzzy production rules and the certainty factors of fuzzy Propositions appearing in the rules are represented by real values between zero and one. If it can allow the certainty factors of the fuzzy production rules and the certainty factors of fuzzy propositions to be represented by interval-valued fuzzy sets, then it can allow the reasoning of rule-based systems to perform fuzzy reasoning in more flexible manner(15). This paper presents a fuzzy Petri nets and proposes an interval-valued fuzzy reasoning algorithm for rule-based systems based on fuzzy Petri nets. Fuzzy Petri nets model the fuzzy production rules in the knowledge base of a rule-based system, where the certainty factors of the fuzzy Propositions appearing in the furry production rules and the certainty factors of the rules are represented by interval-valued fuzzy sets. The proposed interval-valued fuzzy set reasoning algorithm can allow the rule-based systems to perform fuzzy reasoning in a more flexible manner.

Traffic Control using Multi Rule-Base in an ATM Network (ATM 네트워크에서 멀티 룰-베이스 기법을 이용한 트래픽 제어)

  • Kim, Young-Il;Ryoo, In-Tae;Shim, Cheul;Lee, Sang-Bae
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.18 no.12
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    • pp.1870-1883
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    • 1993
  • In this paper, in order to build up the User Network Interface based on ATM, a study on traffic control techniques which should be performed by main function groups-B 75,5 NT2, LEX-is discussed. The structure of B-NT2 which is the most important function group In the User Network Interface is defined in quite a simple manner in addition, the functional blocks of LEX are defined in a similar manner as those of B NT2. It is possible to distribute total traffic control functions by using the similarities between B-NT2 and LEX and by allocating virtual path identifiers fixedly according to the characteristics of the traffics. For the traffic control techniques of ATM, relations among Connection Admtsslon Control, Usage Parameter Control and Bandwidth Allocation Control are defined and Multi Rule Base structure to realize optimal control functions according to the characteristics of the source traffics is proposed. And the Real-time Variable Window algorithmsimply designed to be suitable for the Multi Rule Base architecture is also proposed. The performances of the proposed algorithm are analyzed through the computer simulation by generating on-off source traffic in a virtual system that has the form of the proposed hardware. The analyzed results show that the distributed control is possible and that the implementation of the proposed architecture and algorithm is possible.

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A gain scheduling method for the vibration suppression servo controller of articulated robots

  • Lee, Sang-Hun;Yim, Jong-Guk;Hur, Jong-Sung;Park, Jong-Hyeon
    • 제어로봇시스템학회:학술대회논문집
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    • 2003.10a
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    • pp.2725-2730
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    • 2003
  • In this study we present a vibration controller for articulated robots that has flexible joints modeled as a 2-mass system. Most of articulated robots have time varying load inertias for each axis according to its motion. Moreover, the inertias vary drastically; for the base axis of articulated robots it may vary about 10 times of its minimum value. But, for industrial robots and many mechatronic devices, it is desirable to maintain control performance in spite of load inertia variation. So we propose a control gain adjustment rule considering the time-varying nature of load inertia. In this gain-adjusting algorithm, the pole locations are in proportion to the anti-resonance frequency of the 2-mass system. The simulation and experimental results show uniform properties in overshoot in spite of the variation of load.

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A Study on the Expert System with Three State Inference & Rule Verification (삼상태 추론과 룰 검증이 가능한 전문가 시스템에 관한 연구)

  • Son, Dong-Wook;Park, Young-Moon;Yoon, Ji-Ho
    • Proceedings of the KIEE Conference
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    • 1991.07a
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    • pp.341-344
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    • 1991
  • Rules in expert system have meaning of assigning never-happen-minterms. Overall logical relations of variables can be achived by making all prime implicants of never-happen-minterms. From prime implicants, two tables, which are necessary in the process of inference, are constructed. There are two inferencing modes. One excutes inference only one variable which the user is interested in, and the other excutes inference all variables simultaneously. Outputs of inference have not only 'true' or 'false' but also 'unknown' which is different from conventional expert system. In this paper, an efficient approach is presented, which can check logical inconsistency in knowledge base and contradiction between input facts and rules. The methods in the paper may be available in the field of diagnosis and alarm processing.

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Implementation of a Heating Diagnosis System of 12 Blood Vessels by Using Fuzzy Logic (퍼지 논리를 이용한 12경락의 온열진단 시스템의 구현)

  • Kim, Byung-Hwa;Shim, Youn-Goo;Yeo, Sung-Won;Ahn, Hyun-Sik;Kim, Do-Hyun
    • Proceedings of the KIEE Conference
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    • 1995.11a
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    • pp.203-206
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    • 1995
  • In this paper, we heat 12 blood vessels which are ends of limbs of a body and measure the time for the patient to feel the pain. Using the time data and the fuzzy rule base, we implement a diagnosis system which can informs the present condition of the patient. It is shown by experiments that the proposed diagnosis system yields reasonable results and it can be easily utilized by beginners.

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An Application and Error Hooking running on Nested Session Management of Cloud Computing Collaboration Environment (클라우드 컴퓨팅 공동 환경의 네스티드 세션관리에서의 응용 및 오류 훅킹)

  • Ko, Eung-Nam
    • Journal of Advanced Navigation Technology
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    • v.16 no.1
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    • pp.145-150
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    • 2012
  • This paper explains a performance analysis of an error detection system running on nested session management of cloud computing collaboration environment using rule-based DEVS modeling and simulation techniques. In DEVS, a system has a time base, inputs, states, outputs, and functions. This paper explains the design and implementation of the FDA(Fault Detection Agent). FDA is a system that is suitable for detecting software error for multimedia remote control based on nested session management of cloud computing collaboration environment.

Fuzzy Expert System for Fault Diagnosis of Hard Disk Drive Test Systems (Hard Disk Drive 검사 시스템의 고장 진단용 퍼지 전문가 시스템)

  • Nam, Chang-Woo;Park, Mign-On;Moon, Un-Chul
    • Proceedings of the KIEE Conference
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    • 2002.11c
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    • pp.597-600
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    • 2002
  • This paper has been studied expert system using fuzzy theory for fault diagnosis of HDD test systems by detecting systems fault and presenting the way of repair using test history and rule base built via interview from exports. The rules of fault diagnosis of HDD test systems are classified into 2 types, fuzzy and crisp, and these have been serialized to decide whether fault diagnosis be done or not by fuzzy rules and to present the way of repair by crisp rules. And then this paper has designed expert system using fuzzy theory for fault diagnosis.

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Auto-tuning of PID Controller using Neural Network (신경회로망을 이용한 PID 제어기 자동동조)

  • Oh, Hun;Choi, Seok-Ho;Yoon, Yang-Woong
    • Journal of the Korean Institute of Illuminating and Electrical Installation Engineers
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    • v.12 no.3
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    • pp.7-13
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    • 1998
  • In this paper, the control technique that ID controller are autotuned according to system dynamics, driving out sample in the changeable limits of system dynamics and learning neural network, is presented. In order to lean neural network, the backpropagation learning algorithm is used and the controller parameters obtained by rule-base are used as teacher's values. When load changes, the auto-tuning of PID controller proper to system dynamics is conformed by simulation.

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The Study on Structures and Contents for Flight Information Service of Light Aircraft and Ultra-light Aircraft (경량항공기 및 초경량비행장치 비행정보서비스를 위한 구성체계 연구)

  • Choi, Hyunsik;Moon, Woochoon
    • Journal of the Korean Society for Aviation and Aeronautics
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    • v.22 no.3
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    • pp.1-7
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    • 2014
  • The base of leisure air activities are consistently expanding and its demand is expected to increase attributed to GDP growth and people's interest in its activity. Utilizing Visual Flight Rule, light sport aircrafts and ultra-light aircrafts are not under the effect of air traffic control center, which resulted in passenger injury due to emergency landing for adverse weather conditions and technical issues after pulling into mountain area, ocean and even urban area. Such events encouraged safety consciousness toward leisure aircraft activities and developing a measure to prevent a recurrence of the accident. This research focuses on suggesting compositive system for preventive safety management system by providing user based Flight information service and operating effective system, necessary for leisure aircraft activities.

A Study on the Effective Knowledge Acquisition in the TDX-1A Fault Diagnosis Expert System (TDX-1A 고장진단 전문가 시스팀을 위한 효율적인 지식획득에 대한 연구)

  • Kim, Seung-Hee;Lee, Tae-Won;Lim, Young-Hwan
    • Proceedings of the KIEE Conference
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    • 1988.07a
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    • pp.506-509
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    • 1988
  • This paper describes an effective knowledge acquisition method in the fault diagnosis expert system for the electronic switching system TDX-1A. The knowledge acquisition procedure consists of the knowledge collection, the fault diagnosis modeling and the knowledge representation. Furthermore, to improve the performance of the knowledge bases with rule and frame representation, we showed the knowledge base checking methodlogy by using redundancy and inconsistency check algorithm.

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