• Title/Summary/Keyword: rule generation

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Nonlinear Characteristics of Fuzzy Scatter Partition-Based Fuzzy Inference System

  • Park, Keon-Jun;Huang, Wei;Yu, C.;Kim, Yong K.
    • International journal of advanced smart convergence
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    • v.2 no.1
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    • pp.12-17
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    • 2013
  • This paper introduces the fuzzy scatter partition-based fuzzy inference system to construct the model for nonlinear process to analyze nonlinear characteristics. The fuzzy rules of fuzzy inference systems are generated by partitioning the input space in the scatter form using Fuzzy C-Means (FCM) clustering algorithm. The premise parameters of the rules are determined by membership matrix by means of FCM clustering algorithm. The consequence part of the rules is represented in the form of polynomial functions and the parameters of the consequence part are estimated by least square errors. The proposed model is evaluated with the performance using the data widely used in nonlinear process. Finally, this paper shows that the proposed model has the good result for high-dimension nonlinear process.

Design Requirement to use MOS system(for Wholesale competition) UNDER Generation competition Rule (발전경쟁시장에서 도매경쟁시장을 위해 설계된 MOS시스템 활용을 위한 요구사항)

  • Kim, Min-Bae
    • Proceedings of the KIEE Conference
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    • 2008.07a
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    • pp.588-589
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    • 2008
  • 우리나라는 2001년 4월 이후 전력산업구조개편을 추진 중에 있다. 한 기업에 의해 발전, 송전, 배전, 판매를 독점하던 체계에서 전력시장 개방을 단계별로 진행중에 있는데, 최초에 계획된 전력시장 개발 일정은 다음과 같다. - 발전경쟁 : $2001.04{\sim}2004.06$ - 도매경쟁 : $2004.07{\sim}2008.12$ - 소매경쟁 : $2009.01{\sim}$ 발전경쟁시장에서 도매경쟁시장으로 전환되는 시점에서 국가차원의 결정에 의해 도매경쟁시장으로의 진입이 잠정 중단되었다. 그 당시 우리는 도매경쟁시장을 위한 시스템(MOS)을 이미 구축한 상태였다. 도매경쟁시장을 위해 설계된 MOS시스템은 발전경쟁시장을 위해 현재 사용되고 있는 CBP시스템에는 갖추고 있지 않은 우수한 기능들을 다수 보유하고 있는데 5분단위 급전계획(FMD)이 그것 중 최고기능이라고 할 수 있다. 본 논문에서는 CBP시스템을 사용하는 발전경쟁시장에서 MOS시스템의 5분 단위 급전계획(FMD)을 활용하기 위한 설계 요구사항을 논의하고자 한다.

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A Study on Eastern and Western Colors Focusing the Five Colors in Modern Fashion (현대패션에 나타난 오색의 동ㆍ서양 색채에 관한 연구)

  • 김미경;임영자
    • Journal of the Korean Society of Costume
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    • v.53 no.8
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    • pp.81-89
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    • 2003
  • This study is to consider both the eastern and western concepts of colors focusing on the five colors(Blue, Red, Yellow, White, Black) derived from the principles of Yang and the Five Elements, which are the traditional philosophy of the East and to analyze the modern fashion on the basis of the theoretical background. This study is summarized in the following. The eastern color concept has been formed by the influence of the principles of Yin and Yang and the Five Elements, which explain the generation and extinction of the universe. When it comes to the five colors, the symbolism of the east and west has much in common relatively. Concerning the rule of the five colors match, both the rules of the east and west are highly similar with each other. As mentioned above, the study shows that the five colors concepts and match rules between the east and west have much in common. There is a high possibility to connect the compatibility and incompatibility of the eastern five colors with scientific western theory of color harmony.

Simulation of Extremely Low Cycle Fatigue Fracture in Ductile Cast Iron (구상흑연주철 극저사이클 피로파괴의 시뮬레이션 구현)

  • Kim, Min-Gun;Lim, Bok-Kyu
    • Transactions of the Korean Society of Mechanical Engineers A
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    • v.30 no.12 s.255
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    • pp.1573-1580
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    • 2006
  • In this study, fatigue tests were carried out under push-pull loading condition using spheroidal graphite cast iron in order to clarify the internal fatigue fracture mechanism in an extremely low cycle fatigue regime. It is found that a successive observation of internal fatigue damage it is found that the fracture processes go through three stages, that is, the generation, growth and coalescence of microvoids originated from debonding of graphite-matrix interface. It is also found that the crack which is initiated from the void propagates by coalescence of neighboring cracks and the fatigue crack growth rate can be expressed in form of the Manson-Coffin rule type. In this paper, quantitative analyses of fatigue properties for realization of simulation about fatigue life evaluation are also presented.

AUTOMATIC BROADCAST VIDEO GENERATION FOR BALL SPORTS FROM MULTIPLE VIEWS

  • Choi, Kyu-Hyoung;Lee, Sang-Wook;Seo, Yong-Duek
    • Proceedings of the Korean Society of Broadcast Engineers Conference
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    • 2009.01a
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    • pp.193-198
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    • 2009
  • Generally a TV broadcast video of ball sports is composed from those of multiple cameras strategically mounted around a stadium under the supervision of a master director. The director decides which camera the current view should be from and how the camera work should be. In this paper, such a decision rule is based on the 3D location of ball which is the result of multi-view tracking. While current TV sports broadcast are accompanied with professional cameramen and expensive equipments, our system requires few video cameras and no cameraman. The resulted videos were stable and informative enough to convey the flow of a match.

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Electric power system design and analysis for FLNG vessel

  • Lee, Geunbo;Jang, Jaehyeoung;Lyu, Sungkak;Yu, Jinyeol
    • Journal of Advanced Marine Engineering and Technology
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    • v.38 no.5
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    • pp.573-580
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    • 2014
  • The electrical reliability of the power generation and distribution system of Floating Liquefied Natural Gas vessels has been analyzed according to the operating modes using Electrical Transient Analysis Program in this paper. Electricity is used for the topside processes, cargo pumps for off-loading, thrusters for heading control and marine equipment. It is very important to improve the safety, efficiency, and stability of the electrical power system for successful operation. The voltage variation of the high and the low voltage bus shall be within the primitive limitation range at normal operation loads both in steady state and in the transient state. The power system was simulated and compared with class rule for design verification.

Content Recommendation Using High-Speed Association Rule Generation for Contextual Advertisement (고속연관규칙을 이용한 문맥광고에서의 콘텐츠 추천)

  • Kim, Sung-Ming;Lee, Seong-Jin;Lee, Soo-Won
    • Proceedings of the Korean Information Science Society Conference
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    • 2006.10b
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    • pp.362-365
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    • 2006
  • 인터넷 사용자가 급증함에 따라 온톨로지를 이용한 지능형 웹이나 인터넷 사용자에게 개인 맞춤형 서비스를 제공하기 위한 다양한 연구가 진행되고 있다. 대표적인 예로 문맥광고는 인터넷 사용자들이 뉴스나 커뮤니티 사이트에서 콘텐츠를 조회하고, 해당 콘텐츠와 일치하거나 관련성이 높은 제품 또는 서비스 정보를 제공하는 광고기법이다. 그러나 문맥 광고는 사용자에게 다양한 콘텐츠 및 사이트 추천 서비스를 제공하지 못하고 있다. 따라서 다양한 콘텐츠 및 사이트 추천 서비스를 제공하기 위해 본 논문에서는 사용자가 조회한 콘텐츠의 내용을 대표할 수 있는 중요 키워드를 선정하고, 콘텐츠 내에서 추출된 키워드간의 연관성을 분석하여 관련 콘텐츠 및 사이트를 추천하는 방법에 대해 제안한다. 또한 연관키워드리스트 생성방법을 고속연관규칙을 이용하여 처리속도를 줄이고, 사용자가 선호할 만한 다양한 콘텐츠와 관련된 사이트를 제공하는 방법에 대해 제안한다.

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A Study on the Target Code Generation Rule Description from Bytecode (Bytecode로부터 목적 기계 코드 생성 규칙 기술에 관한 연구)

  • Ko, Kwang-Man
    • Proceedings of the Korea Information Processing Society Conference
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    • 2001.04b
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    • pp.1033-1036
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    • 2001
  • 컴파일러 후단부 개발시 중간 코드로부터 목적기계 코드를 생성하기 위해서는 각각의 중간 코드 명령어를 목적기계 코드로 치환하는 방법과 다양한 중간 코드 패턴에 대한 목적기계 코드 생성 규칙을 기술하는 방법으로 구분된다. 특히, 컴파일러 후단부 전체를 재구성하지 않고 중간 코드로부터 목적기계 코드를 생성하는 정형화된 규칙을 이용하면 다양한 목적기계 코드를 효율적으로 생성할 수 있다. 본 논문은 Bytecode로부터 정형화된 코드 생성 규칙을 이용하여 Pentium기계에 대한 코드 생성이 가능하도록 코드 생성 규칙 기술 모델을 제시하며 실질적으로 목적기계 코드 생성시에 참조 가능한 정보를 생성하는 코드-생성기 생성기를 연구한다 본 연구를 통해서 Bytecode로부더 다양한 목적기계 코드를 생성할 수 있는 정형화된 코드 생성 규칙 기술 방법을 얻을 수 있다.

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A Study on Optimal Economic Operation of Hydro-reservoir System by Stochastic Dynamic Programming with Weekly Interval (주간 단위로한 확률론적 년간 최적 저수지 경제 운용에 관한 연구)

  • Song, Gil-Yong;Kim, Yeong-Tae;Han, Byeong-Yul
    • Proceedings of the KIEE Conference
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    • 1987.11a
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    • pp.106-108
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    • 1987
  • Until now, inflow has been handled an independent log-normal random variable in the problem of planning the long-term operation of a multi-reservoir hydrothermal electric power generation system. This paper introduces the detail study for making rule curve by applying weekly time interval for handling inflows. The hydro system model consists of a set of reservoirs and ponds. Thermal units are modeld by one equivalent thermal unit. Objective is minimizing the total cost that the summation of the fuel cost of equivalent thermal unit at each time interval. For optimization, stochastic dynamic programming(SDP) algorithm using successive approximations is used.

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A Three-Step Preprocessing Algorithm for Enhanced Classification of E-Mail Recommendation System (이메일 추천 시스템의 분류 향상을 위한 3단계 전처리 알고리즘)

  • Jeong Ok-Ran;Cho Dong-Sub
    • The Transactions of the Korean Institute of Electrical Engineers D
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    • v.54 no.4
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    • pp.251-258
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    • 2005
  • Automatic document classification may differ significantly according to the characteristics of documents that are subject to classification, as well as classifier's performance. This research identifies e-mail document's characteristics to apply a three-step preprocessing algorithm that can minimize e-mail document's atypical characteristics. In the first 5go, uncertain based sampling algorithm that used Mean Absolute Deviation(MAD), is used to address the question of selection learning document for the rule generation at the time of classification. In the subsequent stage, Weighted vlaue assigning method by attribute is applied to increase the discriminating capability of the terms that appear on the title on the e-mail document characteristic level. in the third and last stage, accuracy level during classification by each category is increased by using Naive Bayesian Presumptive Algorithm's Dynamic Threshold. And, we implemented an E-Mail Recommendtion System using a three-step preprocessing algorithm the enable users for direct and optimal classification with the recommendation of the applicable category when a mail arrives.