• 제목/요약/키워드: Facility communication

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Development of a Deep Learning Algorithm for Anomaly Detection of Manufacturing Facility (설비 이상탐지를 위한 딥러닝 알고리즘 개발)

  • Kim, Min-Hee;Jin, Kyo-Hong
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.26 no.2
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    • pp.199-206
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    • 2022
  • A malfunction or breakdown of a manufacturing facility leads to product defects and the suspension of production lines, resulting in huge financial losses for manufacturers. Due to the spread of smart factory services, a large amount of data is being collected in factories, and AI-based research is being conducted to predict and diagnose manufacturing facility breakdowns or manufacturing site efficiency. However, because of the characteristics of manufacturing data, such as a severe class imbalance about abnormalities and ambiguous label information that distinguishes abnormalities, developing classification or anomaly detection models is highly difficult. In this paper, we present an deep learning algorithm for anomaly detection of a manufacturing facility using reconstruction loss of CNN-based model and ananlyze its performance. The algorithm detects anomalies by relying solely on normal data from the facility's manufacturing data in the exclusion of abnormal data.

Planar near-field antenna measurement method based on symplectic relation and reaction concept

  • Cho, Yong-Heui
    • International Journal of Contents
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    • v.6 no.2
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    • pp.6-9
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    • 2010
  • Using symplectic relation and reaction concept, we propose a planar near-field antenna measurement method. A generalized probe compensation equation is deduced to obtain the probe correction formulation. To verify our approach, a reflector antenna with $1{\times}2$ horn array is fabricated and measured in the near-field measurement facility. The near-field measurement results are compared with the physical optics (PO) simulation. The results of measurement and simulation agree very well near to the mainbeam.

The Study on Efficient Information Network in Regional innovation Cluster - The Case of Venture Valley in Anyang - (혁신클러스터의 효율적인 네트워크 운영에 관한 연구: 안양벤처밸리에서 지식산업진흥원의 이노카페운영을 중심으로)

  • Hong, Sung-Man;Han, Kyung-Il
    • Journal of Digital Convergence
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    • v.6 no.3
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    • pp.35-43
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    • 2008
  • This research was to analyze information network which contributed Anyang Venture Valley's development. And mutual communication between regional innovated companies was the essential factor of this growth. Anyang city with its Knowledge Industry Promotion Agency, KIPA, has first set up communication network, facility and other structures to create basis of communication. For that, they were able to operate various networking and promotion of communication which led to the enforcement of regional innovation in venture businesses. During its innovation, KIPA played a key role as a link between regional Innovated companies, which enabled active interactions between them. Government can verify significance of establishing network base with mediation function for lively communication for promoting innovation capability through Anyang Venture Valley's case.

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Securing Internet-based SCADA Wireless Component Communication

  • Robles, Rosslin John;Kim, Tai-hoon
    • International Journal of Internet, Broadcasting and Communication
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    • v.4 no.1
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    • pp.3-7
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    • 2012
  • Traditionally SCADA is connected only in a limited private network. With new technology and facilities, there are also demands of connecting SCADA though the internet. The internet SCADA facility has brought a lot of advantages in terms of control, data viewing and generation. Aside from connecting SCADA to the internet, there are also operators who want to connect their system wirelessly. This can save budget for communication lines. Along with the advantages it brings, are security issues regarding wireless internet SCADA. In this paper, we discuss internet SCADA, its connection through wireless communication and the security issues surrounding it. To answer the security issues, a symmetric-key encryption for internet SCADA is proposed.

A Study on the Communication Network Construction Marine of Safety in the country (우리나라의 해상 안전 통신망 구축에 관한 연구)

  • 오문희;신현식;박연식
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.5 no.5
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    • pp.1017-1024
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    • 2001
  • Is with the development which economic growth is quick to do, the transportation amount of material of the sea increases suddenly and with from the sea to be big the sea disaster which is small occurs it is like that nothing it analyzes the Communication network civil official system and that facility present condition of the sea which is more important with to research the advanced anger plan and the efficient civil official system of the domestic sea Communication network, it does to sleep.

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CURRENT STATUS OF COMS PROGRAM DEVELOPMENT

  • Baek, Myung-Jin;Han, Cho-Young
    • Proceedings of the KSRS Conference
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    • 2007.10a
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    • pp.45-48
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    • 2007
  • COMS satellite is a multipurpose satellite in the geostationary orbit, which accommodates multiple payloads of Meteorological Imager, Geostationary Ocean Color Imager and Ka band Satellite Communication Payload in a single spacecraft platform. In this paper, current status of Korea's first geostationary Communication, Ocean and Meteorological Satellte(COMS) program development is introduced. The satellite platform is based on the Astrium EUROSTAR 3000 communication satellite, but creatively combined with MARS Express satellite platform to accommodate three different payloads efficiently for COMS. The system design difficulties are in the different kinds of payload mission requirements of communication and remote sensing purposes and how to combine them into a single satellite to meet the overall satellite requirements. The COMS satellite critical design has been accomplished successfully to meet three different mission payloads. The platform is in Korea, KARI facility for the system integration and test. The expected launch target of COMS satellite is scheduled in June 2009.

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A Study on Automatic Recognition of Power Distribution Facility Map (배전설비도면 자동인식입력에 관한 연구)

  • Song, Jae-Ju;Kim, Gye-Young;Yi, Bonng-Jae;Han, Chil-Sung;Cho, Seon-Ku
    • Proceedings of the Korea Information Processing Society Conference
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    • 2000.10b
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    • pp.1665-1668
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    • 2000
  • 본 논문에서는 한국전력공사의 배전지리정보시스템를 보다 효과적으로 구축하기 위하여 배전설비 도면으로부터 설비정보를 자동취득하여 배전지리정보시스템의 데이타베이스에 입력하는 방법에 관하여 기술한다. 제안된 방법은 충남지사와 인천지사 관내 배전설비도면 약 30매를 대상으로 실험하고 그 결과를 제시한다.

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An Establishment of Functional Test Facility for ICT-Convergence Equipment of Vessel : Focused on Maritime Digital Interfaces and Main Navigation Communication Systems (선박 ICT융합 장비 기능시험 시설 구축 연구 : 선박 디지털 인터페이스 및 주요 항해통신장비를 중심으로)

  • Hwang, Hun-Gyu;Kim, Bae-Sung;Woo, Snag-Min;Woo, Yun-Tae;Shin, Il-Sik
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.22 no.5
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    • pp.754-763
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    • 2018
  • The maritime ICT-convergence equipment are essentially required to a type approval (TA) certification that needs environmental and functional tests, to install in vessel. The environmental test is to experiment the possession for required durabilities of the target device in maritime environment, and the functional test is to check the required functions of target equipment based on international standard. In Korea, the environmental testing facilities amount to 227 sites, but there is no functional testing facility. Because of this, we establish a function test facility for the maritime ICT-equipment. In this paper, we analyze and design the functional testing requirement and required interlocking simulators for digital interfaces and navigation communication equipment. We propose the 2-steps of functional testing procedures, which are single test and integration test, to improve the reliability of testing result. The single test is to examine own functions of the target device, and the integration test is to check harmonized operation with other navigation and communication devices.

News Attributes and the Second-level Agenda Setting Study: Coverage of the nuclear waste storage facility in Wido (뉴스의 속성과 2차 의제설정 효과 연구: 위도 핵폐기장 보도를 중심으로)

  • Ban, Hyun;Choi, Won-Seok;Shin, Sung-Hye
    • Korean journal of communication and information
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    • v.25
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    • pp.65-102
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    • 2004
  • The purpose of this study was to examine the news attributes of the nuclear waste storage facility in Wido by conducting content analysis of two newspapers (Chosun Ilbo and Hangyoreh) and Ohmynews. Furthermore, this study measured the effects of news attributes on readers' attitude, opinion, and recognition of the event. The results of the content analysis indicated that all three newspapers focused on event-oriented coverage than issue-oriented one. Also, they only dealt with two issues-decision making process of the residents and rewards for residents-among a total of nine issues. That is, according to the hypothesis of the second-level agenda-setting theory, the media emphasize on a particular attribute while ignoring other attributes, which, in turn, make the particular attributes more salient. Based on the results of content analysis, this study conducted an experiment to measure the effects of media attributes on public recognition toward the attributes in terms of cognitive and of affective aspects. The results showed a significant relationship between media attributes and public attributes, which confirmed the effects of the second-level agenda setting. However, the transfer of attributes did not take place in affecting public opinion and public recognition of the event itself.

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Study on the Optimal Design of Automatic Data Recovery System in case of Communication Loss in Remote Management of Hydraulic Facilities (수리시설물 원격관리에 있어 통신두절시 데이터 자동복구 시스템 최적설계에 관한 연구)

  • Ahn, Tae-Hyung;Kim, Sang-Yu;Ko, Jeong-Min;Kim, Jae-Yeol
    • Journal of the Korean Society of Manufacturing Process Engineers
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    • v.21 no.4
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    • pp.46-52
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    • 2022
  • In the existing wired communication network, wired communication is frequently interrupted by lightning, which accompanies rain, and remote management cannot be performed when it is actually necessary. In the case of communication interruption, field data stored in the database are lost, and data at an important point in time may go missing; this causes a decrease in the reliability of the stored data. Therefore, in this study, wireless communication using the Internet of Things (IoT) communication network of the 4th industrial technology is installed in the prototype to reduce wired communication construction costs, prevent resource waste and environmental damage due to communication facility construction, and prepare for communication loss.