• Title/Summary/Keyword: technological level

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Online condition assessment of high-speed trains based on Bayesian forecasting approach and time series analysis

  • Zhang, Lin-Hao;Wang, You-Wu;Ni, Yi-Qing;Lai, Siu-Kai
    • Smart Structures and Systems
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    • v.21 no.5
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    • pp.705-713
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    • 2018
  • High-speed rail (HSR) has been in operation and development in many countries worldwide. The explosive growth of HSR has posed great challenges for operation safety and ride comfort. Among various technological demands on high-speed trains, vibration is an inevitable problem caused by rail/wheel imperfections, vehicle dynamics, and aerodynamic instability. Ride comfort is a key factor in evaluating the operational performance of high-speed trains. In this study, online monitoring data have been acquired from an in-service high-speed train for condition assessment. The measured dynamic response signals at the floor level of a train cabin are processed by the Sperling operator, in which the ride comfort index sequence is used to identify the train's operation condition. In addition, a novel technique that incorporates salient features of Bayesian inference and time series analysis is proposed for outlier detection and change detection. The Bayesian forecasting approach enables the prediction of conditional probabilities. By integrating the Bayesian forecasting approach with time series analysis, one-step forecasting probability density functions (PDFs) can be obtained before proceeding to the next observation. The change detection is conducted by comparing the current model and the alternative model (whose mean value is shifted by a prescribed offset) to determine which one can well fit the actual observation. When the comparison results indicate that the alternative model performs better, then a potential change is detected. If the current observation is a potential outlier or change, Bayes factor and cumulative Bayes factor are derived for further identification. A significant change, if identified, implies that there is a great alteration in the train operation performance due to defects. In this study, two illustrative cases are provided to demonstrate the performance of the proposed method for condition assessment of high-speed trains.

Development for Reliability Quality and Performance Evaluate Model of Fingerprint Recognition System (지문인식시스템의 신뢰성 품질 성능 평가모델 개발)

  • Eom, Woo-Sik;Jeon, In-Oh
    • The Journal of the Korea Contents Association
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    • v.11 no.2
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    • pp.79-87
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    • 2011
  • Although products with the fingerprint recognition system currently show a rapid growth in quantity, it is also true that efforts to consider the product quality have been lacking until now. Accordingly, this paper analyzed technological elements with domestic and foreign market situations for products with the fingerprint recognition system to develop an evaluation model to support the quality increase by evaluating aspects of product quality for the knowledge information security, identifying the level of quality and deriving directions for improvements. A model for the reliability quality evaluation was constructed that can be applied comprehensively to non-functional elements that have not been done in the existing evaluations central to the security functions by analyzing requirements for the security, performance and reliability in consideration of features on products. It is considered that this paper can make contributions to the overall quality increase for products with the knowledge information security by reflecting features and trends for the fingerprint recognition products and building a model for the reliability and evaluation to perform evaluations by product.

Revitalization Solutions for Industrial Security Activities in Universities (대학 내 산업보안활동 활성화 방안)

  • Jeong, Duke-Young;Jung, Byung-Soo
    • The Journal of the Korea Contents Association
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    • v.10 no.5
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    • pp.314-324
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    • 2010
  • As our nation's economy had grown in size and its possession of the cutting-edge science and technology had increased over the years, the damages received from the outflow of our industrial technology has become a serious issue. As of today, the outflow of Korea's industrial technology has reached a serious level, but in reality there were no adequate countermeasures carried out against it. Also, it is not too much to say that the effort to prevent the outflow of the university-developed industrial technology, which is one of the main pillars for the development of the nation's technological prowess, had been carried out in passive and lukewarm manner. Therefore, as a part of the industrial security activity, we have analyzed the overall situation and major cases related to industrial security activities that have been carried out so far, in order to emphasize the importance of those universities. Also, we tried to find appropriate solutions for the universities to invigorate the industrial security activities needed.

Remediation Characteristics that Appear in the Change of MP3Player I : Re-mediation and Genealogical Change (MP3Player의 변화에서 나타나는 재매개적 특성 I : 계보적 변화와 재매개성)

  • Lee, Jin-Hyuk;Lee, Young-Chun;Koo, Yoon-Hee
    • The Journal of the Korea Contents Association
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    • v.13 no.11
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    • pp.59-68
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    • 2013
  • iPod Touch provided so various application software beyond the early music playback function, and enhanced its UI to the level of UX. Because of these, it was evaluated as innovative. In addition, even though various images were provided through the Internet, some people still classify MP3P as audio device in its product category. As for how audio device became video or image device and which factor contributed to such happening, there may be various factors, such as social, cultural, and technical change, other than fundamental change of medium itself. This study is regarding medium characteristics of MP3Player. In other words, this study classified genealogical changes, which can be categorized into 4 points. This study also analyzed the property of each point according to this classification. The result of analysis showed that there is a relation with technological as well as social context in such genealogical change in MP3player. Even though there are various elements in the change of a device, it can be suggested that the factors of genealogical change in MP3player are influenced by a totality of social needs and contexts and technical changes.

An Alternative Research Framework of the Information Society and ICT Policy for Development (정보사회와 정보화정책의 분석틀에 관한 연구: 정보통신기술이 사회발전에 미치는 영향을 중심으로)

  • Suh, Moon-Gi
    • Informatization Policy
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    • v.23 no.2
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    • pp.35-53
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    • 2016
  • This paper attempts to present critical issues of the information society and an alternative research addressing the challenges of ensuring that ICT is applied in ways that are enabling and responsive to social contexts in which people live their lives. Drawing the question of why insights arising from the mainstream vision are rarely useful in policies, the study highlights some developmental paradigms linked to ICT. It explores how ICT is seen as a means to development, and elaborates on the limitations of how current issues are related to the quality of life. The results indicate that ICT reduces quality of life while economic growth entails the opposite. The research framework here involves some meaningful components of cultural residues: independence, risk-taking, government responsibility by mapping how the level of ICT is distributed in the topology of values around the world. Moving to the next phase, ICT policy design and implementation need to be set up practically in a broad perspective that can be pursued by those concerned with social and technological innovation.

Development of The Criticality Evaluation System for Rare Metals Stockpiling (희유금속 비축 적정성 평가체계 수립)

  • Kim, Yu-Jeong;Kim, Dae-Hyung;Kim, Jinsoo;Kim, Juhan
    • Resources Recycling
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    • v.27 no.3
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    • pp.66-77
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    • 2018
  • The import amount of rare metal in Korea is about 6,034 million USD, but the self-sufficiency of rare metals is about only 1%. In order to secure the stable supply of rare metals, it is necessary to operate an efficient stockpile system. In this study, we established a system to assess the adequacy of stockpiles by quantifying the risk factors of tangible and intangible risks in order to establish an efficient stockpile strategy. The model developed in this study aims to select the rare metals that need to be stockpiled first and to suggest the direction of the stockpiling policy in accordance with technological change and market change from the mid and long term viewpoint. The evaluation results derived from the model can quantitatively measure the security level of each rare metal and enable relative comparison between the rare metals using criticality matrix. Therefore, it is expected that more efficient stockpile policy will be possible if the proposed model is utilized in the future policy making.

Sigma Hub for Efficiently Integrating USB Storages (USB 저장장치의 효율적인 통합을 위한 시그마 허브)

  • Choi, O-Hoon;Lim, Jung-Eun;Na, Hong-Seok;Baik, Doo-Kwon
    • Journal of KIISE:Databases
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    • v.35 no.6
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    • pp.533-543
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    • 2008
  • With technological advances for storage volume size of a semiconductor memory, USB storage is made as products to support a high capacity storage. Hereby, consumers discard pint-sized USB storages which they already had, or do not use them efficiently. To integrate and unify these pint-sized USB storages as one big USB storage, we proposed Sigma Hub. It can be grouping multiple USB storages, which have each different volume size of memory storage, as logical unity Storage through USB Hub. The proposed Sigma Hub includes Sigma Controller as a core management module to unify the multiple USB storages in transaction level layer. Sigma controller can efficiently control transaction packet in Sigma Hub through a USB Storage-Integration algorithms which ensure an integrity for data read and write processes. Consequently, Sigma Hub enables the use of USB storage that is logical unity.

A Study on Building System of Association Technology Information Management & Dissemination (협회 기술정보관리 및 유통 시스템 구축에 관한 연구)

  • Kim, Byung-Kyu;Kang, Mu-Yeong;Choi, Seon-Heui
    • Journal of Information Management
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    • v.37 no.3
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    • pp.117-137
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    • 2006
  • Science and technology association is producing huge amount of information through the academic activities related in industrial technology between the members and becoming major provider of industrial technology information. But the infrastructure in its individual institute of institution is very poor, which makes systematic management and service unavailable. So, KISTI developed the management and logistics system collecting and processing various technical information produced by institutes and managing as well as distributing through the web. We studied cases matched with requirements of institution and opted for the modeling, using web based application and information retrieval system. Finally, the members of the institution as well as unregistered users can access to the technical reports database easily and quickly. We are planning to extend the range of target institutes and make a progress the system to high functional level.

Current status on plant functional genomics (식물 유전자 연구의 최근 동향)

  • Cho, Yong-Gu;Woo, Hee-Jong;Yoon, Ung-Han;Kim, Hong-Sig;Woo, Sun-Hee
    • Journal of Plant Biotechnology
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    • v.37 no.2
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    • pp.115-124
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    • 2010
  • As the completion of genome sequencing, large collection of expression data and the great efforts in annotating plant genomes, the next challenge is to systematically assign functions to all predicted genes in the genome. Functional genome analysis of plants has entered the high-throughput stage. The generations and collections of mutants at the genome-wide level form technological platform of functional genomics. However, to identify the exact function of unknown genes it is necessary to understand each gene's role in the complex orchestration of all gene activities in the plant cell. Gene function analysis therefore necessitates the analysis of temporal and spatial gene expression patterns. The most conclusive information about changes in gene expression levels can be gained from analysis of the varying qualitative and quantitative changes of messenger RNAs, proteins and metabolites. New technologies have been developed to allow fast and highly parallel measurements of these constituents of the cell that make up gene activity. We have reviewed currently employed technologies to identify unknown functions of predicted genes including map-based cloning, insertional mutagenesis, reverse genetics, chemical mutagenesis, microarray analysis, FOX-hunting system, gene silencing mutagenesis, proteomics and chemical genomics. Recent improvements in technologies for functional genomics enable whole-genome functional analysis, and thus open new avenues for studies of the regulations and functions of unknown genes in plants.

Comparative Study in Algebra Education with CAS: Korea and US cases (컴퓨터 대수체계(CAS) 대비 중등대수교육 기초 연구)

  • Chang, Kyung-Yoon
    • School Mathematics
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    • v.10 no.2
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    • pp.297-317
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    • 2008
  • This study was designed to gain insight to adopt CAS into secondary level algebra education in Korea. Most inactive usage of calculators in math and most negative effects of calculators on their achievements of Korean students were shown in International studies such as TIMSS-R. A comparative study was carried out with consideration of mathematical backgrounds and technological environments. 8 Korean students and 26 US students in Grade 11 were participated in this study. Subjects' Problem solving process and their strategies of CAS usage in classical Box-problem with CAS were analyzed. CAS helped modeling by providing symbolic manipulation commands and graphs with students' mathematical knowledge. Results indicates that CAS requires shifts focus in algebraic contents: recognition of decimal & algebraic presentations of numbers; linking various presentations, etc. The extent of instrumentation effects on the selection of problem solving strategies among Korea and US students. Instrumentation

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