• 제목/요약/키워드: Information Center Automation System

검색결과 105건 처리시간 0.024초

텍스트마이닝 기법을 활용한 정보통신기술 기반 건설자동화 연구동향 분석 (A Text Mining Analysis for Research Trend about Information and Communication Technology in Construction Automation)

  • 임시영;김석
    • 한국건설관리학회논문집
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    • 제17권6호
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    • pp.13-23
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    • 2016
  • 정보통신기술 기반 건설자동화는 건설산업의 생산성 향상을 위한 중요한 분야로 인식되어 많은 연구가 진행되어 왔다. 이에 본 연구에서는 텍스트마이닝 기법을 활용하여 정보통신기술 기반 건설자동화 연구의 국내 동향을 살펴보았다. 분석 결과, '사업진행현황 수집 및 분석기술(26%)'과 '건설장비 자동화 요소분석 및 적용기술(28%)'이 주요한 연구 분야로 나타났다. '사업진행현환 수집 및 분석기술'에서는 건설정보가 핵심키워드로 나타났으며, 건설정보 중심의 자원관리, 현장관리, 정보관리 등의 연구와 실시간 정보를 통한 모니터링 연구 등이 주요한 연구방향으로 나타났다. '건설장비 자동화 요소분석 및 적용기술'에서는 유비쿼터스가 핵심 키워드로 등장하였으며 유비쿼터스 개념의 정보관리, 현장관리, 계측시스템 적용 등이 주요한 연구 방향으로 나타났다.

IEC 61850 프로토콜의 배전자동화시스템에 사용을 위한 배전시뮬레이터 개발과 시뮬레이션 결과에 관한 연구 (A study on the development of distribution simulator and simulation results for use in distribution automation system of IEC 61850 protocol)

  • 김재동;오재곤
    • 한국정보전자통신기술학회논문지
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    • 제15권2호
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    • pp.95-102
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    • 2022
  • 신재생에너지 확대를 위한 배전자동화시스템의 안정성 평가를 위한 연구이다. 정부는 재생에너지 3020 이행계획 정책을 통해 2030년까지 신재생에너지를 확대하여 국민의 삶의 질을 높이는 참여형 에너지 체계로 전환할 계획이다. 정부는 2030년까지 재생에너지 발전량 비중을 국내 보급 에너지의 20%로 목표 설정하였다. 신규 설비용량의 95% 이상을 태양광 풍력 등 청정에너지로 설립할 계획이다. 재생에너지 보급 확대로 에너지 신사업과 분산전원 산업이 육성되어 과거의 대규모 전원 개발이 아닌 근거리, 저압, 소규모 발전이 급속히 확대되었다. 이런 수요로 인해 배전 설비 운영의 중요성이 대두 되었고 배전자동화시스템이 필요성 증대되고 있다. 본 논문에서는 배전자동화시스템의 성능 및 기능 평가를 위한 배전시뮬레이터 개발에 대해 다루었고 이와 배전자동화시스템과의 연동시험 결과를 제시한다. 배전계통에 진보된 시스템을 도입하기 위해서는 송변전시스템의 장점을 취해야 한다. 배전시스템에서 DNP3.0프로토콜을 사용하고 송배전시스템에서 IEC61850 프로토콜을 사용한다. 이 두 프로토콜을 배전자동화시스템에서 혼용하여 사용시 제어, 모니터링 등의 운영에 대한 기능과 성능을 충족한다는 결론을 보였다.

가금류 농장에 적용 가능한 이동식 중량 저울에 관한 연구 (A Study on Portable Weighing Scales Applicable to Poultry Farms)

  • 박성진;박인지;김진영
    • 한국전기전자재료학회논문지
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    • 제35권2호
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    • pp.155-159
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    • 2022
  • Smart livestock, which combines information and communication technology (ICT) with livestock, can be said to be an effective solution to existing livestock problems such as productivity improvement, odors, and diseases. So far, it has hardly been universalized; thus, it is necessary to develop automation devices to reduce labor by localizing automation devices to expand the distribution of ICT technology to farms, and to advance precise specifications and health management technology using biometric information. Weighing scales currently being used in livestock farms are to prevent the spread of diseases by diagnosis and preparation for AI and other diseases in advance, using information on the growing weight of duck breeding. However, accurate values cannot be obtained due to poor breeding conditions. In this paper, we developed a separate data transmission system kit for the weighing scale and placed the sensor on top of the weighing scale so that the sensor wire is not affected by pollutants or ducks on the floor. A display function was provided, and a method of receiving and analyzing the serial port data of the weighing device, and then transmitting them to the data collection server was implemented.

터널운영시스템 표준화 연구 (A Study on the Standardization of Operation System for Road Tunnels)

  • 김태형;김진;금재성;태재호;김선홍;홍대희
    • 대한설비공학회:학술대회논문집
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    • 대한설비공학회 2008년도 동계학술발표대회 논문집
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    • pp.75-79
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    • 2008
  • Since tunnel construction order was placed one by one, various sensors and actuators installed at the RTU and higher level system in each tunnel maintenance office had their own protocols depending on construction company. The TGMS testbed established on the extended region of Yong-dong Highway, for example, did not have consistent protocol between each automation levels and management levels without considering the functions and/or roles of each level. The management sever in each tunnel was simply networked to the TGMS server. Therefore, it is impossible to implement a new control algorithm as well as to integrate each other since each tunnel was constructed by different company. So, if the construction company is out of business, there is no way to maintain the corresponding tunnel effectively. In order to solve this problem, all the necessary standard protocols was established between automation level and management levels. These interface standards provide the clear classification between individual tunnel system and tunnel management system. So, even if construction company is different, its effect is minimized, so that it is expected to successfully establish PC based TGMS.

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병원물류 공동화를 위한 통합물류 시스템 구축에 관한 연구 (A Study on the Development of Integrated Logistics System for Hospital Logistics Cooperation)

  • 박종석;김한성;이재건;최훈영;강경식
    • 대한안전경영과학회지
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    • 제16권2호
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    • pp.139-146
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    • 2014
  • In Korea's distribution and production field establishment of logistics information system and automation of logistics were greatly developed. But there is no characteristic and professionalism about hospital logistics, and distribution center is located in outside warehouse, logistics system is very important. Since hospital has human power to receive product, system is not as much required, but outside warehouse requires system for arrival from medicine and medical supplies wholesale dealer and vender, warehousing, storage, and automation facilities, and system for various works such as peaking instruction, classification, packing, cargo-working, delivery, order of medicine from hospital and non-medicine in hospital is essential. Therefore, This study is about development of automatic identification of slide which cannot be overlooked in efficiency of hospital logistics, establishment of database, and information interlocking between automatic storage system and outside warehouse.

웹 방화벽 로그 분석을 통한 공격 분류: AutoML, CNN, RNN, ALBERT (Web Attack Classification via WAF Log Analysis: AutoML, CNN, RNN, ALBERT)

  • 조영복;박재우;한미란
    • 정보보호학회논문지
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    • 제34권4호
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    • pp.587-596
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    • 2024
  • 사이버 공격, 위협이 복잡해지고 빠르게 진화하면서, 4차 산업 혁명의 핵심 기술인 인공지능(AI)을 이용하여 사이버 위협 탐지 시스템 구축이 계속해서 주목받고 있다. 특히, 기업 및 정부 조직의 보안 운영 센터(Security Operations Center)에서는 보안 오케스트레이션, 자동화, 대응을 뜻하는 SOAR(Security Orchestration, Automation and Response) 솔루션 구현을 위해 AI를 활용하는 사례가 증가하고 있으며, 이는 향후 예견되는 근거를 바탕으로 한 지식인 사이버 위협 인텔리전스(Cyber Threat Intelligence, CTI) 구축 및 공유를 목적으로 한다. 본 논문에서는 네트워크 트래픽, 웹 방화벽(WAF) 로그 데이터를 대상으로 한 사이버 위협 탐지 기술 동향을 소개하고, TF-IDF(Term Frequency-Inverse Document Frequency) 기술과 자동화된 머신러닝(AutoML)을 이용하여 웹 트래픽 로그 공격 유형을 분류하는 방법을 제시한다.

The Design of an Intelligent Assembly Robot System for Lens Modules of Phone Camera.

  • Song, Jun-Yeob;Lee, Chang-Woo;Kim, Yeong-Gyoo
    • 제어로봇시스템학회:학술대회논문집
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    • 제어로봇시스템학회 2005년도 ICCAS
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    • pp.649-652
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    • 2005
  • The camera cellular phone has a large portion of cellular phone market in recent year. The variety of a customer demand makes a fast model change and the spatial resolution is changed from VGA to multi-mega pixel. The 1.3 mega pixel (MP) camera cellular phone was first released into the Korean market in October 2003. The major cellular phone companies released a 2MP camera cellular phone that supports zoom function and a 2MP camera cellular phone is settled down with the Korea cellular phone market. It makes a keen competition in price and demands automation for phone camera module. There is an increasing requirement for the automatic assembly to correspond to a fast model change. The hard automation techniques that rely on dedicated manufacturing system are too inflexible to meet this requirement. Therefore in this study, this system is designed with the flexibility concept in order to cope with phone camera module change. The system has a same platform that has X-Y-Z motion or X-Z motion with ${\mu}m$order accuracy. It has a special gripper according to the type of a component to be put together. If the camera model changes, the gripper may be updated to fit for the camera module. The controller of this system acquires the data sets that have the information about the assembly part by the tray. This information is obtained ahead of an inspection step. The controller excludes an inferior part to be assembled by using this information to diminish the inferior goods. The assembly jig used in this system has a function of self adjustment that reduces the tact time and also diminish the inferior goods. Finally, the intelligent assembly system for phone camera module will be designed to get a flexibility to meet model change and a high productivity with a high reliability.

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제어실의 인적오류 예방에 적용 가능한 ISO 표준 검토 (A Review on ISO Standards Applicable for a Human Error Tolerant Control Center Design)

  • 이동하
    • 대한인간공학회지
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    • 제30권1호
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    • pp.161-168
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    • 2011
  • Objective: The aim of this study is to review the ISO(the International Organization for Standardization) standards recommendations on a human error tolerant control room design. Background: ISO TC(Technical Committee) 159 published a variety of international standards on design of mental and physical work, design of displays and controls, and workstation layout design. A proper edition of these standards can be a good resource for a human error tolerant control center design guidelines. Method: Recommendations of ISO TC 159 standards were grouped into arrangement of control suite, layout of control room, layout and dimensions of workstations, design of displays and controls, environmental design, alarm, automation, management system design, procedure and training. Results: It was found that some standards on the design of supervisory control and data acquisition(SCADA), alarm, automation, layout, workload management, and environment can be used for human error prevention guidelines in the control center design. Conclusion: ISO TC 159 standards were not sufficient to cover all the ergonomics area of control center design. Application: Designers can have technical aids from these ISO standards to improve ergonomic performance of their control center.

PCB 조립로봇 자동화를 위한 시스템 구현 (Realization of PCB Insert Machine Automation)

  • 김상주;강진구;최승욱;이장명
    • 대한전자공학회:학술대회논문집
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    • 대한전자공학회 2002년도 하계종합학술대회 논문집(5)
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    • pp.239-242
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    • 2002
  • This paper has been realized PCB insert machine automation system. For the reduction of the install programming time as well as possible, a new technique is addressed. In detail, an image frame is initially divided into one area whose size decreases according to the distance from hole to hole on PCB. Searching center of hole using a threshold method after median filtering. At every moment of mouse click, area is shifted to locate the hole, and detect a center of hole in a new area. Experimental results are demonstrated to verify the superiority of this scheme in detecting position of part by comparing with a man of experience.

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CNN 알고리즘을 이용한 체커스위치 불량 검출 시스템 개발 (Development of Checker-Switch Error Detection System using CNN Algorithm)

  • 서상원;고요한;유성구;정길도
    • 한국기계가공학회지
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    • 제18권12호
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    • pp.38-44
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    • 2019
  • Various automation studies have been conducted to detect defective products based on product images. In the case of machine vision-based studies, size and color error are detected through a preprocessing process. A situation may arise in which the main features are removed during the preprocessing process, thereby decreasing the accuracy. In addition, complex systems are required to detect various kinds of defects. In this study, we designed and developed a system to detect errors by analyzing various conditions of defective products. We designed the deep learning algorithm to detect the defective features from the product images during the automation process using a convolution neural network (CNN) and verified the performance by applying the algorithm to the checker-switch failure detection system. It was confirmed that all seven error characteristics were detected accurately, and it is expected that it will show excellent performance when applied to automation systems for error detection.