• Title/Summary/Keyword: numeric data

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Implementation of an Integrated Machine Condition Monitoring Algorithm Based on an Expert System (전문가시스템을 기반으로 한 통합기계상태진단 알고리즘의 구현(I))

  • 장래혁;윤의성;공호성;최동훈
    • Tribology and Lubricants
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    • v.18 no.2
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    • pp.117-126
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    • 2002
  • Abstract - An integrated condition monitoring algorithm based on an expert system was implemented in this work in order to monitor effectively the machine conditions. The knowledge base was consisted of numeric data which meant the posterior probability of each measurement parameter for the representative machine failures. Also the inference engine was constructed as a series of statistical process, where the probable machine fault was inferred by a mapping technology of pattern recognition. The proposed algorithm was, through the user interface, applied for an air compressor system where the temperature, vibration and wear properties were measured simultaneously. The result of the case study was found fairly satisfactory in the diagnosis of the machine condition since the predicted result was well correlated to the machine fault occurred.

Adaptive Euclidean Distance Measure Method for Numeric Data Distribution (수치 데이터 분포에 적응적 유클리드 거리 측정 기법)

  • Choi, You-Hwan;Joo, Bum-Joon;Jung, Sung-Won
    • Proceedings of the Korean Information Science Society Conference
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    • 2011.06c
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    • pp.67-69
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    • 2011
  • 데이터의 군집 분석에서 두 개의 서로 다른 데이터에 대한 유사도(거리)를 어떻게 정의하는가는 매우 중요한 문제이다. 수치속성에 대한 거리 측정 방법에는 다양한 기법이 존재하지만 각 속성의 크기와 범위가 서로 크게 다를 경우 이들을 동일한 인자로 여기고 거리 측정을 하게 되면 논리적인 오류를 범할 수 있다. 기존의 군집 분석 연구에서 사용된 거리 측정 기법은 데이터의 정규화 과정을 통해 이 문제를 해결하려고 노력하지만 일반적인 정규화는 이상치의 존재나 데이터의 편중된 분포 등의 이유로 속성별 거리가 왜곡될 수 있다. 본 논문은 이러한 문제점을 해결하기 위해 정규화된 데이터에서 각 속성의 비중을 고려한 적응적 유클리드 거리 측정 기법(AEDM: Adaptive Euclidean Distance Measure)을 제안한다. AEDM은 유클리드 거리를 기반으로 정규화 된 데이터의 형태에 따라 가중치를 부여하여 데이터의 분포에 관계없이 각 속성간의 거리를 충분히 반영하기 때문에 더욱 정확한 군집 분석을 가능하게 한다.

A Study on Automatic Security Diagnostic Evaluation System for Security Assurance (보안 안전성을 위한 자동화 보안진단평가 시스템에 관한 연구)

  • Eom, Jung Ho;Park, Seon Ho;Chung, Tai M.
    • Journal of Korea Society of Digital Industry and Information Management
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    • v.5 no.4
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    • pp.109-116
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    • 2009
  • In the paper, we designed an automatic security diagnostic evaluation System(SeDES) based on a security diagnostic evaluation model(SeDEM) for an organization's security assurance. The SeDEM evaluates a security level of an organization quantitatively by a security evaluation formula which is composed of security variables and security index as applying the statistical CAEL model for evaluate risk level of banks. The SeDES has a good expandability as changing security variables according to an organization scale, characteristics and so on. And it also has a excellent usage because it inputs only numeric data got from statistical technique to security index. We can understand more a security level correctly than the existent risk assessment system because it is possible to assess quantitatively with an security grade as well as score. analysis.

Internal Technical Information System if Ssangyong by COHIRES -Case study of the Ssangyong Research Centers Technical Information System- (COHIRES를 활용한 사내기술정보 System -쌍용중앙연구소 기술정보실을 중심으로-)

  • Loh, Joon Shik
    • Journal of the Korean Society for information Management
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    • v.1 no.1
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    • pp.162-175
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    • 1984
  • Efficient information flow is the lifeblood of any business. So, Ssangyong research center designed computerized systems to provide computer-based services and name it STIS-I. But the service system is for the retrieval of document written in Alpha-Numeric letters So, the interal technical information written in Korean letters are neglected. But the failing to make use of this literature can result in costly duplication of research. Here are introduced the retrieval system of the internal technical information (STIS-II) by COHIRES (Conversational Hangeul Information Retrival System) which was put into operation 1983. Also the functions of the COHIRES are described.

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CAD/CAM Zirconia All Ceramic Restoration and Red-White Esthetics

  • Jo, Jong-Man
    • Journal of the Korean Academy of Esthetic Dentistry
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    • v.13 no.1
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    • pp.31-39
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    • 2004
  • For the prosthodontic results which are compatible with esthetics to be fulfilled, the first prerequisite would be periodontal intervention and stability, the second one may be functional competency and the ultimate goal should be ascribed to esthetic considerations. Other words, esthetic dentistry is a whole entity which encompasses the biological stability of the periodontium, physical accuracy of the prosthodontic structure and finally, the beauty which can be found in natural dentition. It also implies the harmonized lip line which reveals the well-balanced tooth morphology and health gum profiles (Red-White Esthetics). Largely, there lie some differences in the input system of the 3-dimentional data from the prepared abutments between respective computer-assisted systems available now. But the manufacturing systems (CAM) are very similar between them, to say, comprise numeric control systems with whole 3-dimensional milling units according to the restorations to be made. Now the author is going to present CAD/CAM Zirconia All Ceramic Restoration on the topics for the Red-White Esthetics, periodontal control and maintenance, treatment for the discolored teeth, post & core build-up works for the devitalized teeth, characteristics of the Zirconium oxide All Ceramics, fabrication procedures, clinical considerations and its application to diverse clinical situations.

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Numeric simulation of near-surface moisture migration and stress development in concrete exposed to fire

  • Consolazio, Gary R.;Chung, Jae H.
    • Computers and Concrete
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    • v.1 no.1
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    • pp.31-46
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    • 2004
  • A methodology is presented for computing stresses in structural concrete members exposed to fire. Coupled heat and moisture migration simulations are used to establish temperature, pore pressure, and liquid-saturation state variables within near-surface zones of heated concrete members. Particular attention is placed on the use of coupled heat and multiphase fluid flow simulations to study phenomena such as moisture-clogging. Once the state variables are determined, a procedure for combining the effects of thermal dilation, mechanical loads, pore pressure, and boundary conditions is proposed and demonstrated. Combined stresses are computed for varying displacement boundary conditions using data obtained from coupled heat and moisture flow simulations. These stresses are then compared to stresses computed from thermal analyses in which moisture effects are omitted. The results demonstrate that moisture migration has a significant influence on the development of thermal stresses.

A Study on the Hanguel implemention for the MMI of the SCADA system (전력계통 자동화 시스템의 MMI 한글화에 관한 연구)

  • Choe, Seong-Su;Lee, Young-Hun
    • Proceedings of the KIEE Conference
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    • 1993.07a
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    • pp.183-185
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    • 1993
  • The SCADA (Supervisory Control And Data Acquisition) system made by HARRIS corporation of U.S.A for special propose industrial computer is currently used for Power control in KEPCO (Korea Electric Power corporation). But it's I/O expression is composed or only alpha-numeric and semi-graphic characters. So operators have had some troubles and difficulties. We have studied and implemented Hanguel (Korean Character) in this system to solve these difficulties. In this paper we'll discuss the method and technics of Hanguel Implementation on SCADA system, and trendency of Hanguel implementation will be added.

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Assessment Criteria and Capability Scores for Upper Extremity Functions from Inclusive Design Perspectives

  • Kim, Taesun
    • Science of Emotion and Sensibility
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    • v.19 no.2
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    • pp.89-100
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    • 2016
  • Inclusive design is increasingly gaining attention, as some people find using products difficult after becoming physically impaired, despite daily use. However, making inclusive products is a challenge for designers or companies, as a lack of knowledge and tools stems their low involvement in it. Developing inclusive design tools is thus needed. This study developed criteria to assess upper extremity capabilities corresponding to specific daily activities. A questionnaire survey was conducted among 58 physiatrists and orthopedists. Non-parametric statistics were employed and medians were adopted as representative scores in the assessment criteria based on normality and reliability test results, non-normal data, and strong reliability of respondents in ranking. Consequently, an assessment tool was developed with 14 criteria (divided into range of motion and strength) and capability scores between 0 and 100, which discerned the moderately impaired from the severely disabled and fully capable. Since the doctors agreed to adopt the criteria but assign numeric values, especially for mild impairments, their capability assessment perception was likely influenced by dichotomy. To compensate for these deficits, qualitative or ergonomic approaches are considered simultaneously.

A Study on the Determination of the Screening Factors for the Tunnel and the Overbridge of the Electric Railway (전기철도 터널 및 고가 구조물의 차폐계수 산정에 대한 연구)

  • Choi, Kyung;Lee, Hyang-Beom;Kim, Hyeong-Seok;Kim, Hak-Cheol
    • The Transactions of The Korean Institute of Electrical Engineers
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    • v.67 no.9
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    • pp.1249-1256
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    • 2018
  • For the screening factor of the tunnel and overbridge structure in the electrified railway, the ITU-T regulation denotes only a theoretical estimation method, and the actual numeric values are notified differently by the official announcement of each nations. In this study, the factors which can affect the screening factor are investigated and analysed by FEM and a suitable calculation method based on multi-conductor line theory for the current pre-estimation formula for the induction noise voltage in the national notice is presented. The case studies are performed using the real data of the tunnel and the overbridge of the electrified railway, and a satisfactory formula for the determining of screening factor is derived.

Fuzzy Learning Vector Quantization based on Fuzzy k-Nearest Neighbor Prototypes

  • Roh, Seok-Beom;Jeong, Ji-Won;Ahn, Tae-Chon
    • International Journal of Fuzzy Logic and Intelligent Systems
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    • v.11 no.2
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    • pp.84-88
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    • 2011
  • In this paper, a new competition strategy for learning vector quantization is proposed. The simple competitive strategy used for learning vector quantization moves the winning prototype which is the closest to the newly given data pattern. We propose a new learning strategy based on k-nearest neighbor prototypes as the winning prototypes. The selection of several prototypes as the winning prototypes guarantees that the updating process occurs more frequently. The design is illustrated with the aid of numeric examples that provide a detailed insight into the performance of the proposed learning strategy.