• Title/Summary/Keyword: Analysis Database

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AMI Network Failure Analysis based on Graph Database (그래프 데이터베이스 기반 AMI 네트워크 장애 분석)

  • Jeong, Woo-Cheol;Jun, Moon-Seog;Choi, Do-Hyeon
    • Journal of Convergence for Information Technology
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    • v.10 no.7
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    • pp.41-48
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    • 2020
  • Recently, the spreading business of AMI (Advanced Metering Infrastructure) remote metering systems in various regions of the country has been activated, and it provides various metering functions such as two-way communication and security plan functions for power demand management. Current AMI system is difficult to analyze based on the existing RDB(Relational Database) due to the increase in the size of new internal IoT devices and networks. This study proposes a new GDB(Graph Database) based failure analysis method that utilizes existing RDB data. It analyzes the correlation of new failure patterns through accumulated data such as internal thresholds and status values. As a result of GDB-based simulation, it was confirmed that RDB can predict to a new obstacle pattern that was difficult to analyze.

The Database Design for the Management of Bridge Measurement Information (교량 계측 정보 관리를 위한 데이터베이스 설계)

  • 황진하;박종회;조대현
    • Proceedings of the Computational Structural Engineering Institute Conference
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    • 2004.10a
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    • pp.126-132
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    • 2004
  • The database design for the management of bridge measurement information is presented in this paper. To express the associated data generated during the whole process of ambient measurement efficiently, requirements analysis for database construction is performed. And to define objects and organize schema conceptual and logical design are performed, which convert data model into logical schema. Finally, physical design is performed using DDL(data defined language). This database is based on the object-relational data modeling approach that has rich expressive power and good reusability in comparison with the traditional entity-relational modeling.

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A Practical Digital Video Database based on Language and Image Analysis

  • Liang, Yiqing
    • Proceedings of the Korea Database Society Conference
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    • 1997.10a
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    • pp.24-48
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    • 1997
  • . Supported byㆍDARPA′s image Understanding (IU) program under "Video Retrieval Based on Language and image Analysis" project.DARPA′s Computer Assisted Education and Training Initiative program (CAETI)ㆍObjective: Develop practical systems for automatic understanding and indexing of video sequences using both audio and video tracks(omitted)

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Identification of Fire Modeling Issues Based on an Analysis of Real Events from the OECD FIRE Database

  • Hermann, Dominik
    • Nuclear Engineering and Technology
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    • v.49 no.2
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    • pp.342-348
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    • 2017
  • Precursor analysis is widely used in the nuclear industry to judge the significance of events relevant to safety. However, in case of events that may damage equipment through effects that are not ordinary functional dependencies, the analysis may not always fully appreciate the potential for further evolution of the event. For fires, which are one class of such events, this paper discusses modelling challenges that need to be overcome when performing a probabilistic precursor analysis. The events used to analyze are selected from the Organisation for Economic Cooperation and Development (OECD) Fire Incidents Records Exchange (FIRE) Database.

A Study on the Management of Stock Data with an Object Oriented Database Management System (객체지향 데이타베이스를 이용한 주식데이타 관리에 관한 연구)

  • 허순영;김형민
    • Journal of the Korean Operations Research and Management Science Society
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    • v.21 no.3
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    • pp.197-214
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    • 1996
  • Financial analysis of stock data usually involves extensive computation of large amount of time series data sets. To handle the large size of the data sets and complexity of the analyses, database management systems have been increasingly adaopted for efficient management of stock data. Specially, relational database management system is employed more widely due to its simplistic data management approach. However, the normalized two-dimensional tables and the structured query language of the relational system turn out to be less effective than expected in accommodating time series stock data as well as the various computational operations. This paper explores a new data management approach to stock data management on the basis of an object-oriented database management system (ODBMS), and proposes a data model supporting times series data storage and incorporating a set of financial analysis functions. In terms of functional stock data analysis, it specially focuses on a primitive set of operations such as variance of stock data. In accomplishing this, we first point out the problems of a relational approach to the management of stock data and show the strength of the ODBMS. We secondly propose an object model delineating the structural relationships among objects used in the stock data management and behavioral operations involved in the financial analysis. A prototype system is developed using a commercial ODBMS.

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Space Frame Integrated Design System based on PATRAN Database (PATRAN 데이타베이스를 기반으로 한 스페이스 프레임의 통합설계시스템)

  • Lee Jae Hong;Lee Joo Young
    • Proceedings of the Computational Structural Engineering Institute Conference
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    • 1998.04a
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    • pp.210-215
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    • 1998
  • To design a space frame structure by the conventional method is not easy in practical sense since it is generally a three-dimensional complicated form, and stability and nonlinear problems are not easily checked in the design process. This paper describes two modules, the Model Generator which is based on PATRAN user interface that enables users to generate a complicated finite element model; the Optimum Design Module which analyzes output results of analysis program, and designs members of a space frame. The Model Generator is based on PCL while C++ language is used in the Optimum Design Module. Structural analysis is performed by using ABAQUS. All of these modules constitute Space Frame Integrated Design System. The Core of the system is PATRAN database, in which the Model Generator creates information of a finite element model. Then, PATRAN creates input files needed for the analysis program from the information of the finite element model in the database, and in turn, imports output results of analysis program to the database. Finally, the Optimum Design Module processes member grouping of a space frame based on the output results, and performs optimal member selection of a space frame. This process is repeated until the desired optimum structural members are obtained.

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Face recognition rate comparison using Principal Component Analysis in Wavelet compression image (Wavelet 압축 영상에서 PCA를 이용한 얼굴 인식률 비교)

  • 박장한;남궁재찬
    • Journal of the Institute of Electronics Engineers of Korea CI
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    • v.41 no.5
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    • pp.33-40
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    • 2004
  • In this paper, we constructs face database by using wavelet comparison, and compare face recognition rate by using principle component analysis (Principal Component Analysis : PCA) algorithm. General face recognition method constructs database, and do face recognition by using normalized size. Proposed method changes image of normalized size (92${\times}$112) to 1 step, 2 step, 3 steps to wavelet compression and construct database. Input image did compression by wavelet and a face recognition experiment by PCA algorithm. As well as method that is proposed through an experiment reduces existing face image's information, the processing speed improved. Also, original image of proposed method showed recognition rate about 99.05%, 1 step 99.05%, 2 step 98.93%, 3 steps 98.54%, and showed that is possible to do face recognition constructing face database of large quantity.

A basic study on the development Interior design Database for consumer trend analysis system method on the Web (소비자 기호 분석을 위한 웹 기반 실내디자인 데이터베이스 시스템 개발에 관한 기초 연구 - 아파트 주거공간을 중심으로 -)

  • 한영호;김홍기;조성오
    • Korean Institute of Interior Design Journal
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    • no.31
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    • pp.71-78
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    • 2002
  • Understanding the consumer changed life styles are integrated, mutual complement for user's worth and consciousness, the life of consumption, etc. Recently, Apartment Model House has built for distribute to Apartment house When they enter the units after 2 or 3 years. So, Interior designer make an inference from the changed life styles. But, We don't have enough information to trace the design trend about residential space design. Design database is correspond with interior space and structured entity relationship. There are three parts in this Database, Type, Elements and Relation information. Type are composed size, ages, style, and space, Elements are materials and space elements. Relation information are publishing, designer, exhibition, construction company, remodeling, Intoner design and User favorite styles are the development in web environment. This research supplies interior design information for Web environment and trend analysis supports collaboration with development of interior design information database.

Developing a Design Support System for Database Distribution : Relational Schema as an Input (데이터베이스 분산 설계 지원 시스템 개발: 관계형 스키마를 입력으로)

  • Lee, Hui-Seok;Ji, Jeong-Kang;Kim, Tae-Hun;Yeo, Ji-Yeong
    • Asia pacific journal of information systems
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    • v.6 no.1
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    • pp.165-194
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    • 1996
  • Data distribution is one of the most important steps in distributed database design. This paper proposes a methodology for distributing database by using a relational schema as an input. A design support system called DBDD (Database Distribution Design) is implemented within the framework of this methodology. The methodology consists of three phases such as (i) schema analysis, (ii) fragmentation, and (iii) allocation. In the schema analysis phase, all the table names are acquired from a global relational schema. In the fragmentation phase, fragments are generated according to transaction retrieval patterns. Furthermore, DBDD enhances the design quality by allocating fragments in a progressive manner. A real-life case is illustrated to demonstrate the practical usefulness of the DBDD.

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Test Database Management Program Development of Hanvit 350 (한국형 고속열차 시운전시험데이터 통합관리 프로그램 개발)

  • Lee, Tae-Hyung;Park, Choon-Soo;Choi, Seong-Hoon
    • Proceedings of the KSR Conference
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    • 2007.11a
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    • pp.1586-1589
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    • 2007
  • A prototype high-speed train system, Hanvit-350, has been developed in Korea since 1996. The train has reached the maximum speed of 352.4km/h during a test run on December 2004. It is presently undergoing various tests to stabilize its performance and to secure reliability. Until now, around 420 runs have been conducted and accumulates 190,000km trial run. The test database management program is developed using existing analysis program, LabVIEW and database program, Microsoft-SQL. The test database management program is used to analysis of test results and will be used to find out the correlation characteristics between parameters.

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