• Title/Summary/Keyword: 자동화 도출

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Visualization Model for Security Threat Data in Smart Factory based on Heatmap (히트맵 기반 스마트팩토리 보안위협 데이터 시각화 모델)

  • Jung, In-Su;Kim, Eui-Jin;Kwak, Jin
    • Proceedings of the Korea Information Processing Society Conference
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    • 2021.11a
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    • pp.284-287
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    • 2021
  • 4차 산업혁명으로 인해 제조산업에 인공지능, 빅데이터와 같은 ICT 기술을 활용한 스마트팩토리의 제조 공정 자동화 및 장치 고도화 연구가 진행되고 있다. 제조 공정 자동화를 위해 스마트팩토리의 각 계층별 장치들이 유기적으로 연결되고 있으며, 이로 인해 발생 가능한 보안위협도 증가하고 있다. 스마트팩토리에서는 SIEM 등의 장비가 보안위협 데이터를 수집·분석·시각화하여 대응하고 있다. 보안위협 데이터 시각화에는 그리드 뷰, 피벗 뷰, 그래프, 차트, 테이블을 활용한 대시보드 형태로 제공하고 있지만, 이는 스마트팩토리 전 계층의 보안위협 데이터 확인에 대한 가시성이 부족하다. 따라서, 본 논문에서는 스마트팩토리 보안위협 데이터를 CVSS 점수 기반의 Likelihood와 보안위협 데이터 기반의 Impact를 활용하여 위험도를 도출하고, 히트맵 기반 스마트팩토리 보안위협 데이터 시각화 모델을 제안한다.

A Survey Analysis to Derive Priorities of Technology Developments for Automation of Construction Project (건설 프로젝트 자동화 기술개발 우선순위 도출을 위한 설문 분석)

  • Kwon, Woobin;Lee, Changsu;Ahn, Heejae;Kim, Taehoon;Cho, Hunhee;Kang, Kyung-In
    • Proceedings of the Korean Institute of Building Construction Conference
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    • 2021.11a
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    • pp.198-199
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    • 2021
  • After the outbreak of COVID-19, the construction industry, which has more contact between workers than other industries, needs to improve its environment through the technology development for automation of construction projects. This study conducted 5-point scale surveys of 39 candidate technologies on 54 workers in construction- related industries to derive priorities for technology development to improve the construction environment. The result of this survey shows the top 10 candidate technology priorities, and this analysis can be used as basic data for setting the direction for future construction development.

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A Case Study on the Effect of Expectation and Implementation of Integrated SLM Based on ITIL (ITIL 기반의 통합 SLM 시스템 설계와 기대효과에 관한 사례연구)

  • Jeong, Eun-Ah
    • Proceedings of the Korea Information Processing Society Conference
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    • 2008.05a
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    • pp.273-276
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    • 2008
  • 오늘날 기업은 IT 서비스 제공자에게 급변하는 비즈니스에 신속하게 대응하고 안정적 IT 서비스 지원을 통한 비즈니스 서비스의 연속성 증대와 IT 조직의 효율적 운영을 통한 운영 비용 절감을 요구하고 있다. 이에 국내외 ITO(IT Outsourcing) 기업들은 고객에게 TCO(Total Cost of Ownership : 총소유비용) 경감 외에 Time-to-Market 단축과 고품질의 IT 서비스를 제공하기 위한 전략적 지원체계가 필요하게 되었고 SLA를 기반으로 한 SLM 프로세스의 체제 정비에 심혈을 기울이기 시작했다. 그러나 이제까지의 SLM 프로세스는 단순 정보만 제공되어 IT 서비스를 유지, 개선시키기에는 한계가 있다. 그러므로 여러 프로세스들이 통합되고, 측정지표에 대해 실시간으로 자동 집계되어 통계 리포트를 제공하고 통계결과를 자동으로 보고하여 문제 발생시 원인 파악 및 대처가 빠르게 진행될 수 있도록 자동화된 통합 SLM 시스템 구축이 필요하다. 본 연구에서는 통합되고 자동화된 SLM 프로세스 모델 제시를 통해 프로세스 단계별로 성공요인을 도출하고 다양한 기업에 적용 후, 실증적 기대효과를 제시하여 향후 SLM 시스템을 구축하는 기업에게 실질적인 지침을 마련해주고자 한다.

A Study on the Perception of the Subjects about Automated Container Terminal (컨테이너터미널 자동화에 대한 관련 주체별 인식연구)

  • You, Ji-Won;Kim, Yul-Seong
    • Journal of Navigation and Port Research
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    • v.44 no.3
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    • pp.195-202
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    • 2020
  • The production of larger of ships is a survival strategy for global shipping companies to pursue the economics of scale. According to this strategy, to respond to this situation, many containers are loading/unloading simultaneously in the hub port. Additionally, the container terminals are promoting the introduction of automation to expand the terminal facilities and increase efficiency/productivity of the container yards. European ports have introduced automation to address rising labor costs and shortages of labor. Recently, the construction of fully automated container terminals is increasing in the United States and China to resolve problems such as the slow growth of the global economy, the emergence of large ships, air pollution, and safety accidents. Domestic ports are at an early stage compared to the world's advanced container terminals, and countermeasures are being prepared to respond to the changing ports. However, research on the recognition difference analysis that examines the opinions of stakeholders is insufficient. As a result of analyzing the recognition among the groups, it was found that container terminal operators reduced labor costs, improved shipping services for shipping companies, prevented safety accidents for port union labor, and increased service for port authority and government agencies. Thus, to closely examine the perception among the groups, one-way ANOVA was performed, and then the implications were deduced as the basic data for the smooth introduction of automation.

System Architecture for Effective Point Cloud-based Reverse Engineering of Architectural MEP Pipe Object (효과적인 포인트 클라우드 기반 건축 MEP 파이프 객체 역설계 처리를 위한 시스템 아키텍처)

  • Kang, Tae-Wook
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.15 no.9
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    • pp.5870-5876
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    • 2014
  • The aim of this study was to suggest the System Architecture for Effective Architectural MEP Pipe Reverse Design(PRD) based on the Point Cloud and derive the consideration. To do this, the requirement and use-cases related to the MEP pipe reverse design work were defined and the architecture for the reverse design automation was proposed. To identify a consideration for finding the architecture issues, a prototype was developed using the architecture and evaluated.

Detecting Errors and Checking Consistency in the Object-Oriented Design Models (객체지향 설계방법에서 오류 검출과 일관성 점검기법 연구)

  • Jeong, Gi-Won;Jo, Yong-Seon;Gwon, Seong-Gu
    • The Transactions of the Korea Information Processing Society
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    • v.6 no.8
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    • pp.2072-2087
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    • 1999
  • As software size ever increases and user's requirements become more and more sophisticated., the importance of software quality is more and more emphasized. However, we are not satisfied for the present techniques on detecting errors and checking consistency in the object-oriented design model. This paper proposes a systematic approach which produces implementable rules to detect errors and check consistency. At first, the meta-models for UML diagrams are constructed, generalized meta-rules are reduced from the meta-models, and then the meta-rules are applied to produce the implementable rules. This approach enables to pursue the completeness of the rules and the automation of rule application. An example of rule application shows the feasibility of the rule application.

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The Suggestion for Successful Factory Converging Automation by Reviewing Smart Factories in German (스마트 팩토리 사례를 통한 성공적 공장 융합 자동화 방안 도출)

  • Jeong, Tae-Seog
    • Journal of the Korea Convergence Society
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    • v.7 no.1
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    • pp.189-196
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    • 2016
  • The ultimate goal of this study is to investigate the cases with respect to smart factory that has been introduced by German government. To do this, the study suggest implications for manufacturing version 3.0 that is one of manufacturing revolution agendas in Korea. The main point of smart factory is the convergence between manufacturing and information and communications technologies such as CPS(Cyber-Physical Systems), MES(Manufacturing Execution Systems), 3D Printer, AI(Artificial Intelligence), and so forth. It is hard to accomplish a complete manufacturing automation. In fact, German government had experienced the failure in pursuing the smart factory agenda. But now the agenda is gradually realized by a variety of success stories from German. Thus, this study is to investigate the well-known success stories that came from German.

Data Acquisition Technology (DAT) Selection Algorithm for Automated Progress Measurement and Management (진도관리 자동화를 위한 자료수집기술(DAT) 선정 방법)

  • Kang, Seung-Hee;Jung, Young-Soo
    • Korean Journal of Construction Engineering and Management
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    • v.13 no.1
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    • pp.77-86
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    • 2012
  • Progress measurement provides project participants with valuable information in terms of 'current status', 'corrective countermeasure', and 'forecast of future risks'. However, the managerial effort (or workload) required to acquire and maintain detailed progress data has been the major barrier to practical implementation. Even though recent efforts in utilizing data acquisition technologies (DATs) have actively attempted to automate the progress measurement process, previous DAT research has only been focused on limited construction tasks or selected technologies. This paper proposes a DAT selection algorithm that automatically assign an appropriate DAT for every commodity item for an entire constriction project. Five different criteria were identified and developed in order to comprehend specific requirements for automating the progress measurement of each commodity group. A case-study and also a survey from practitioners were conducted in order to validate the proposed methodology.

Automation and Common Utilization Plans of Job and Organization Analysis of Producing Institutions (생산기관 직제분석 자동화 및 공통 활용 방안)

  • Kang, Yoona;Park, Tae-yeon;Kim, Hyunjin;Oh, Hyo-Jung
    • Journal of Korean Society of Archives and Records Management
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    • v.21 no.4
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    • pp.81-99
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    • 2021
  • Job and organization analysis of producing institutes is a task that identifies the history of transition and major business functions for various record-producing institutions and must be performed in common within the archives, and many workers must jointly refer to the relevant knowledge. However, in the field, a limited number of people in charge are individually performing by manual work, and the results are not shared. Therefore, this study aims to reduce the work burden of workers through the automation of the job and organization analysis process and build basic resources that can be commonly used by the archives. This study subdivided the task of job and organization analysis into manual, semi-automation, and automation parts by performing FGI with the practitioner of the archive and suggested ways to realize it. In addition, we derive the basic analysis data that can be commonly referenced in the electronic records management process, and by verifying the results through practitioners, efficient use of knowledge resources is suggested. Furthermore, by establishing a standardized work process, we intend to lay the foundation to support consistent and systematic work performance.

Automation Review of Road Design Standard using Visual Programming (비주얼 프로그래밍 기법을 활용한 도로설계기준 자동검토 방안)

  • Hyoun-seok Moon;Hyeoun-seung Kim
    • Journal of the Society of Disaster Information
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    • v.18 no.4
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    • pp.891-898
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    • 2022
  • Purpose: There is not much time left for mandatory BIM implementation for all sectors and stages of the construction industry. Therefore, it is necessary to find a way to secure technology to substantially improve the productivity of BIM work. In the research, we proposed a method to automatically verify related construction standards for major objects produced by BIM modeling procedures so that engineers can verify construction standards in the BIM-based design process. Method: We defined a modeling work procedure for BIM-based road design work and prepared a method for constructing related design standards in a database. In addition, a process map for developing a BIM-based design basis review automation system was also presented. Result: A BIM-based design standard review automation module was developed using Civil3D and Dynamo. And it was confirmed by the test application that it is possible to quickly judge whether the BIM object manufactured in the design process conforms to the construction design standard. Conclusion: BIM-based design standard review automation technology can improve the productivity of BIM model production work and secure the quality of the BIM model.