• Title/Summary/Keyword: Expert Model

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Development of an Expert Technique and Program to Predict the Pollution of Outdoor Insulators (옥외 절연물의 오손도 예측 기법 및 프로그램 개발)

  • Kim, Jae-Hoon;Kim, Ju-Han;Han, Sang-Ok
    • The Transactions of The Korean Institute of Electrical Engineers
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    • v.56 no.1
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    • pp.28-34
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    • 2007
  • Recently, with the rapid growth of industry, environmental condition became worse. In addition to outdoor insulators in seashore are polluted due to salty wind. Also this pollution causes the flashover and failure of electric equipments. Especially the salt contaminant is one of the most representative pollutants, and known as the main source of the accident by contamination. As well known, the pollution has a close relation with meteorological factors such as wind velocity, wind direction, temperature, relative humidity, precipitation and so on. In this paper we have statistically analyzed the correlation between the pollution and the meteorological factors. The multiple regression analysis was used for the statistical analysis; daily measured equivalent salt deposit density(dependent variable) and the weather condition data(independent variable) were used. Also we have developed an expert program to predict the pollution deposit. A new prediction system using this program called SPPP(salt pollution prediction program) has been used to model accurately the relationship between ESDD with the meteorological factors.

An Expert system On Local load shedding With priority (우선도를 고려한 지역 부하차단에 관한 전문가 시스템)

  • You, Mi-Bog;Kim, Jae-Chul;Kim, Eung-Sang
    • Proceedings of the KIEE Conference
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    • 1992.07a
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    • pp.161-164
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    • 1992
  • In operation of power systems, operators must solve overloads in abnormal conditions instantaneously for restoring the power system to normal state. Earlier works proposed the power flow distribution and the load shedding decision, developed by the expert system, for settling overloads. This paper presents a method for solving special conditions in the earlier works which requires less amount of loads than that of the load shedding, in particular, of the load shedding considering the priority. This paper uses the effort system to improve the ability of a beginner as well as of trained operators for operating the power system during emergency operation. To prove efficiency of the proposed method, this paper has adopted the model system with 13 bus for obtaining simulation results and used the prolog language to implement the system.

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A RESEARCH ON THE FUZZY CONTROL BY A NEW METHODOLOGY OF FORMING THE CONTROL RULE (새로운 제어 규칙 형성 방법에 의한 제어에 관한 연구)

  • Park, Young-Moon;Moon, Un-Chul
    • Proceedings of the KIEE Conference
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    • 1992.07a
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    • pp.252-254
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    • 1992
  • This paper proposes a new algorithm that finds fuzzy control law of the system in which little knowledge has been known. In view or conventional fuzzy method, making control law needs the sense and the knowledge of the system which are provided by expert. But fuzzy control using proposed algorithm needs no expert for hating control law. After construction of the 1st order approximated ARMA model using input-output pairs, new defuzzification method is applied. The deduced rule is stored in fuzzy input space and updated by the proposed algorithm adaptively. To show the validity and effectiveness of proposed control method. simulation result is presented.

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Expert System for ABC Tuning of Once-Through Bboiler

  • Matsumura, S.;Kojima, Y.;Tozaki, T.;Shirasaka, Y.;Suzuki, M.
    • 제어로봇시스템학회:학술대회논문집
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    • 1989.10a
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    • pp.744-748
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    • 1989
  • A newly developed Expert System (ES) for the tuning of thermal power plant control equipment is described. The system is furnished with the rules for controller tuning which were obtained by analysis and arranging the data and knowledge from the experts or tuning records. Based on these rules, automatic tuning or setting of the control parameters is performed in real-time base. The performance of the test equipment, a combination of ES and a boiler simulator, was examined in the automatic tuning test for steam pressure, steam temperature, and load controllers of a constant-pressure once-through boiler model. It was confirmed from the test results that the system is quite promising for future application to actual plants, since the tuning results obtained by the proposed system were similar to those by tuning experts.

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An event-based temporal reasoning method (사건 기반 시간 추론 기법)

  • 이종현;이민석;우영운;박충식;김재희
    • Journal of the Korean Institute of Telematics and Electronics C
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    • v.34C no.5
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    • pp.93-102
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    • 1997
  • Conventional expert systems have difficulties in the inference on time-varing situations because they don't have the structure for processing time related informations and rule representation method to describe time explicitely. Some expert systems capable of temporal reasoning are not applicable to the domain in which state changes happen by unpredictble events that cannot be represented by periodic changes of data. In this paper, an event based temporal reasoning method is proposed. It is capable of processing te unpredictable events, representing the knowledge related to event and time, and infering by that knowledge as well as infering by periodically time-varing data. The NEO/temporal, an temporal inference engine, is implemented by applying the proposed temporal reasoning situation assessment and decision supporting system is implemented to show the benefits of the proposed temporal information processing model.

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An Application of Vroom's Expectancy Theory to Examine Bank Managers Motivation to Utilize an Expert System (Vroom의 Expectancy Theory에 의한 은행 매니저들의 전문가 시스템 사용에 대한 모티베이션 분석)

  • Sim, Jeong-Pil;Lee, Yong-Jin
    • Asia pacific journal of information systems
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    • v.6 no.1
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    • pp.75-108
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    • 1996
  • Expert Systems (ES) have been successfully applied to bank loan decisions. However, with regard to bank loan decisions, most loan officers approach the acquisition of an ES with apprehension, which implies that organizational resources devoted to the development and implementation of ES may have been wasted or misused. Because the primary cause of the users resistance to use ES are more significantly related to the behavioral elements rather than technical elements, applying appropriate behavioral theory to the well representative sample group of the whole bank loan officers in the United States with a very accurate measurement tool can provide some clues for developing successful ES for bank loan officers. In this study : 1) Vroom's (1964) expectancy theory was selected to explain bank loan managers' motivation to use an ES ; and 2) the ANN model's prediction power to estimate bank loan officers' motivation levels of using an ES was examined.

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A Study on the Development of the Knowledge-based CAM System for a Mold Cavity (금형가공을 위한 지식기반 CAM 시스템에 관한 연구)

  • 조우승;김희중;정재현
    • Proceedings of the Korean Society of Precision Engineering Conference
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    • 1997.04a
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    • pp.410-415
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    • 1997
  • Recently, The manufacturing companies are introducing the CAD/CAM systems to solve problems for the lack of experts, the higher cost of manufacturing and the difficulties of process. Knowledge engineering approach makes it possible to change a know-how of experts to computerized information effectivly. The proposal of this paper is the development of an interactive knowledge-based CAM system to disign and manufacture the mold with non-expert engineers used easily. This system is composed of two functional parts. One is the geometric modeler that used the technique of a feature modeling. The other is the expert system module that composed inference engine and databas which contains characteristics of materials and cutting tools setc.

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CAD Interface for Block Assembly Planning using Open CASCADE (Open CASCADE를 이용한 블록조립 계획용 CAD 인터페이스)

  • 최상수;신동목
    • Journal of Ocean Engineering and Technology
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    • v.18 no.3
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    • pp.26-31
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    • 2004
  • This paper presents a process planning system that will generate and verify assembly sequences of block assemblies. It consists of a CAD interface system and an assembly sequence planning system. In developing this system, we used an open architecture CAD kernel for the CAD interface system, for visualizing the CAD model and the assembly sequences, and an expert system shell for the assembly sequence planning system. This paper also proposes a framework for the integration of all the steps required to automate the procedures, from design to production. The process planning system is demonstrated by a simple example.

Use of Managerical Decision Categories for Selecting KA/KR Techniques in HRM Problem Domains

  • Byun, Dae-Ho;Suh, Eui-Ho
    • Journal of the Korean Operations Research and Management Science Society
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    • v.21 no.2
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    • pp.71-93
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    • 1996
  • Selection of appropriate knowledge acquisition and representation techniques is regarded as a major task in the development of expert systems. This depends on the characteristics of problem domains. Expert system builders have often adopted a technique without a formal analysis of application domains. The purpose of this paper is to provide the best knowledge aquisition and representation technique for use in human resource management problem domains. In an attempt to meet this purpose, the conceptual contingency model that suggests the best technique according to managerial decision categories is used as a guidance. In order to determine the priority of managerial decision categories, the Analytic Hierarchy Process and an extended method are proposed.

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Commercial Airline Pilots' Risk Perception of Emergency Flight Situations (민간항공 조종사의 비정상 운항 상황에 대한 위험 지각)

  • Sohn, Young-Woo;Kim, Yong-Seok;Kim, Chan;Park, Su-Ae
    • Journal of the Korean Society for Aviation and Aeronautics
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    • v.15 no.3
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    • pp.46-56
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    • 2007
  • This research examined how pilots perceive risks when faced with emergency flight situations. We had 116 commercial airline pilots evaluate riskiness of 39 non-routine flight situations. The pilots' risk perception was analyzed as a function of their position (captain vs. first officer), expertise (expert vs. novice), and military flight experience (with vs. without military experience). Results showed that captains evaluated potential-risk situations and low-risk situations more dangerous than first officers. However, there were no differences between experts and novices, and between pilots having military flight experience and pilots not having military flight experience in risk perception. The analysis of multi-dimensional scaling revealed that the pilots used controllability as a key dimension for evaluating riskiness, though the other dimensions they used varied with their position, expertise, and military flight experience.

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