• Title/Summary/Keyword: knowledge-base

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The Development and Application of a Training Base for the Installation and Adjustment of Photovoltaic Power Generation Systems

  • Chuanqing, SUN
    • International Journal of Advanced Culture Technology
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    • v.4 no.1
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    • pp.37-50
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    • 2016
  • In recent years, the development and application of green energy resources have attracted more and more /$^*$ 'tention of people. The training room presented here is focused on the terminal applications of a photovoltaic power generation system (PPGS). Through introducing the composition and the general design principles, we aimed at leading the students to master the fundamental skills required for its design, installation and construction. The training room consists of numerous platforms, such as: PPGS, Wind and Photovoltaic Hybrid Power Generation Systems, Wind Power Generation Equipments, Simulative Grid-Connected Power Generation System, Electronic Technology Application of New Energy, etc. This enables the students to obtain their project and professional skills training via assembling, adjusting, maintaining and inspecting, etc., various component parts of the photovoltaic and new energy power generation systems, to further grasp the fundamental and related theoretical knowledge, and to further reinforce their practical and operational skills, so as to improve their problem-analyzing and problem-solving abilities.

Robust process fault diagnosis with uncertain data

  • Lee, Gi-Baek;Mo, Kyung-Joo;Yoon, En-Sup
    • 제어로봇시스템학회:학술대회논문집
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    • 1996.10a
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    • pp.283-286
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    • 1996
  • This study suggests a new methodology for the fault diagnosis based on the signed digraph in developing the fault diagnosis system of a boiler plant. The suggested methodology uses the new model, fault-effect tree. The SDG has the advantage, which is simple and graphical to represent the causal relationship between process variables, and therefore is easy to understand. However, it cannot handle the broken path cases arisen from data uncertainty as it assumes consistent path. The FET is based on the SDG to utilize the advantages of the SDG, and also covers the above problem. The proposed FET model is constructed by clustering of measured variables, decomposing knowledge base and searching the fault propagation path from the possible faults. The search is performed automatically. The fault diagnosis system for a boiler plant, ENDS was constructed using the expert system shell G2 and the advantages of the presented method were confirmed through case studies.

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A Study on Automation of Connection Design in Integrated System for Steel Structures (철골 구조설계 통할 시스템에서 접합부 설계 자동화에 관한 연구)

  • 김재동;천진호;이병해
    • Proceedings of the Computational Structural Engineering Institute Conference
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    • 2000.04b
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    • pp.397-404
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    • 2000
  • The research of the computer-aided analysis and design of steel structures has continuously evolved. Despite the importance of connection in steel structures, the design process of connections is inefficient in present. The purpose of this study is to help engineer in connection design process. In this paper, prototype of automatic connection design module in integrated system for steel structures is proposed. The main methodology is based on bottom-up approach to simplify and formalize product model. Expert system is used to help engineer for selecting steel connection type. Object-oriented analysis and modeling will improve the expansion of knowledge-base. The design for connection was done according to the design specifications of connections of AISC

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INPUT DATA FILE GENERATION IN I-BUILDS BY AN EXTERT SYSTEM (전문가 시스템에 의한 I-BUIDS의 입력데이타 파일 작성)

  • 최창근;김이두
    • Computational Structural Engineering
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    • v.1 no.1
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    • pp.95-102
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    • 1988
  • I-BUILDS is the building design expert system conceptually modeled for synthesizing the conventional CAD programs (BUILDS; an integrated BUILding Desing System) and the knowledge base into an unified system. As a part of the efforts to build this system, this paper presents the conceptual model by which the data items generated by inference are transformed into a formatted input file to be used for several BUILDS subsystems, each of which is assigned to have various computational capabilities and to perform specialized task.

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Auto-Generation of Fuzzy Rule Base Using Genetic Algorithm (유전 알고리즘을 이용한 퍼지 규칙 베이스의 자동생성)

  • 박세희;김용호;심귀보;전홍태
    • Journal of the Korean Institute of Telematics and Electronics B
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    • v.29B no.2
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    • pp.60-68
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    • 1992
  • Fuzzy logic rule based controller has many desirable advantages, whih are simple to implement on the real time and need not the information of structure and dynamic characteristics of the system. Thus, nowadays, the scope of the application of the fuzzy logic controller becomes enlarged. But, if the controlled plant is a time-varying/nonlinear system, it is not easy to construct the fuzzy logic rules which need the knowledge of and expert. In this paper, an approach by which the logic control rules can be auto-generated using the genetic algorithm that is known to be very effective in the optimization problem will be proposed and the effectiveness of the proposed approach will be verified by computer simulation of the 2 d.o.f. planner robot.

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Matrix Factorization Models for Knowledge Base Population (지식베이스 확장을 위한 행렬 분해 모델)

  • Kim, Jiho;Nam, Sangha;Choi, Key-Sun
    • Annual Conference on Human and Language Technology
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    • 2017.10a
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    • pp.3-7
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    • 2017
  • 지식베이스의 목표는 세상의 모든 지식을 데이터베이스화 하는 것이지만 지식 획득 능력의 부족으로 항상 지식 부족 문제에 시달린다. 지식 획득은 주로 웹 상에 있는 자연언어문장을 지식화 하는 외부적인 지식 획득을 통해 이루어지지만, 지식베이스 내부에서 지식을 확장해 나가는 방법에 대해서는 연구가 소홀히 이루어지고 있다. 따라서 본 논문에서는 내부적인 지식 획득을 위한 지식베이스 행렬 분해 모델을 소개한다. 본 논문에서 소개하는 방법은 지식베이스를 행렬로 변환한 뒤 행렬 분해 모델을 통해 새로운 지식에 대한 신뢰도를 점수화하는 방법이다. 본 논문에서 소개한 방법의 우수성과 실효성을 입증하기 위해 한국어 지식베이스인 한국어 디비피디아(2016-10)를 대상으로 본 모델의 정확도 측정 실험 결과를 소개한다.

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Learning to Prevent Inactive Student of Indonesia Open University

  • Tama, Bayu Adhi
    • Journal of Information Processing Systems
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    • v.11 no.2
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    • pp.165-172
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    • 2015
  • The inactive student rate is becoming a major problem in most open universities worldwide. In Indonesia, roughly 36% of students were found to be inactive, in 2005. Data mining had been successfully employed to solve problems in many domains, such as for educational purposes. We are proposing a method for preventing inactive students by mining knowledge from student record systems with several state of the art ensemble methods, such as Bagging, AdaBoost, Random Subspace, Random Forest, and Rotation Forest. The most influential attributes, as well as demographic attributes (marital status and employment), were successfully obtained which were affecting student of being inactive. The complexity and accuracy of classification techniques were also compared and the experimental results show that Rotation Forest, with decision tree as the base-classifier, denotes the best performance compared to other classifiers.

An Experimental Study on the Friction and Lubrication in Tube Hydroforming (튜브 하이드로포밍에서의 마찰과 윤활에 관한 실험적 연구)

  • Jung S. H.;Son H. S.;Cho H. S.;Kim Y. S.
    • Proceedings of the Korean Society for Technology of Plasticity Conference
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    • 2001.10a
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    • pp.44-49
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    • 2001
  • Tube hydroforming is a relatively new technology in comparison with conventional stamping process. Thus, there is no large knowledge base to assist the product and process designers, especially from the friction point of view. This paper covers the topic f friction and lubrication with regard to tube hydroforming. It presents the fact that frictional characteristic can have an effect on the formability of specific components. It also presents the results of test about several lubricants which are used in practical press process. The presented concept describes the equipment which is required to determine the friction coefficient.

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Automatic drawing die design using visual Lisp & DCL (Visual Lisp & DCL을 이용한 인발 금형 자동 설계)

  • 권혁홍;이원복;이용훈;유동진
    • Proceedings of the Korean Society for Technology of Plasticity Conference
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    • 2003.10a
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    • pp.296-300
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    • 2003
  • Design of drawing dies used in real industrial environments. It was designed by CAD software in many small & medium companies, but many products require various types, and sizes. Therefore, many companies are required to reduce process time and design mistakes. In this paper, for the automatic design of drawing dies, Design process considered that easy to team and use. which are used with Visual LISP/DCL language in a commercial CAD package, AutoCAD. It has adopted GUI in design system, and has applied DCL language. The system is based on the knowledge base system which is involved a lot of expert's know-how We have built database of design type and detail sizes. The automatic design system requires basic product type and sizes. Then the system accesses to the database and find out sizes by comparing with input parameters and generate drawing dies file.

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A Study on the National GIS (NGIS I) Project in Korea

  • Oh, Jong-Woo
    • 한국디지털정책학회:학술대회논문집
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    • 2004.11a
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    • pp.449-453
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    • 2004
  • GIS can be used on almost entire fields of the world, such as the national land management, environmental management, disaster management, enterprise activities, and general lives. GIS is called as an infrastructure of the knowledge information on the cultural society. For insuring the national power on the periods of the unlimited competition, it is very important to establish the national information infrastructure. Purpose of the NGIS project I is to development on living benefits of peoplethrough an efficiency of policy and rationalism of planning. In order to achievement of this purpose, the NGIS project I has been established using the national geographic information base planning. The NGIS project I consists of the master management part, the geographic information part, the technique development part, the standardization part, and the land Information part. These five GIS project parts are operated by four governmental ministers and related institutions, such as minister of transportation and construction, minister of science and technology, minister of information and communication, minister of administrative and home affaires. The NGIS I project is to establishment of the nation spatial information systems, such as various nationwide digital maps, GIS technique development, GIS education, GIS standardization, and GIS researches.

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