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      자동물류시스템의 설계 검증 및 운영을 위한 디지털트윈 개발 및 적용

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      다국어 초록 (Multilingual Abstract) kakao i 다국어 번역

      With the introduction of Smart Manufacturing and the Industry 4.0 technologies in recent, many manufacturing companies are introducing automated facilities such as Automated Material Handling Systems (AMHSs) to increase operational efficiency and productivity, or to become unmanned factories. AMHSs enable automation of logistics within and between processes through intelligent material handling robots by replacing the existing workers" transportation of products or materials. However, when designing and managing these AMHSs, there are many difficulties because possible problems cannot be predicted and responded in advance until the system is configured and operated. To solve these difficulties and problems, it is necessary to preview and verify AMHSs in a virtual environment in the design stage, and to introduce a digital twin that can monitor and analyze the configured systems in real time in the operation stage. In this paper, the development and application of Digital Twin that can be used for diagnosis, analysis, prediction, and optimization in the design and operation of AMHSs have been proposed. In addition, the Digital Twin was constructed and applied to a domestic manufacturing company that develops and operates an Automated Guided Vehicle (AGV) system to verify its effectiveness.
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      With the introduction of Smart Manufacturing and the Industry 4.0 technologies in recent, many manufacturing companies are introducing automated facilities such as Automated Material Handling Systems (AMHSs) to increase operational efficiency and prod...

      With the introduction of Smart Manufacturing and the Industry 4.0 technologies in recent, many manufacturing companies are introducing automated facilities such as Automated Material Handling Systems (AMHSs) to increase operational efficiency and productivity, or to become unmanned factories. AMHSs enable automation of logistics within and between processes through intelligent material handling robots by replacing the existing workers" transportation of products or materials. However, when designing and managing these AMHSs, there are many difficulties because possible problems cannot be predicted and responded in advance until the system is configured and operated. To solve these difficulties and problems, it is necessary to preview and verify AMHSs in a virtual environment in the design stage, and to introduce a digital twin that can monitor and analyze the configured systems in real time in the operation stage. In this paper, the development and application of Digital Twin that can be used for diagnosis, analysis, prediction, and optimization in the design and operation of AMHSs have been proposed. In addition, the Digital Twin was constructed and applied to a domestic manufacturing company that develops and operates an Automated Guided Vehicle (AGV) system to verify its effectiveness.

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      목차 (Table of Contents)

      • ABSTRACT
      • 1. 서론
      • 2. 이론적 배경
      • 3. 자동물류시스템 디지털트윈의 설계
      • 4. 자동물류시스템 디지털트윈의 구현 및 현장 적용
      • ABSTRACT
      • 1. 서론
      • 2. 이론적 배경
      • 3. 자동물류시스템 디지털트윈의 설계
      • 4. 자동물류시스템 디지털트윈의 구현 및 현장 적용
      • 5. 결론
      • References
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      참고문헌 (Reference)

      1 이상호, "자동차 모듈 조립라인의 모델링 & 시뮬레이션 기반 가변성/생산성 통합 평가에 관한 연구" 한국CDE학회 24 (24): 233-247, 2019

      2 박규태, "염색가공 공장의 에너지 효율 향상을 위한 디지털트윈 구성 및 활용" 한국CDE학회 23 (23): 329-341, 2018

      3 남영욱, "공정설계와 생산운영을 위한 작업자 사이버물리시스템" 한국CDE학회 24 (24): 442-451, 2019

      4 Velosa, A., "Use the IoT Platform Reference Model to Plan Your IoT Business Solutions" Gartner Research 2016

      5 Carlo, H. J., "Transport Operations in Container Terminals: Literature Overview, Trends, Research Directions and Classification Scheme" 236 (236): 1-13, 2014

      6 Grieves, M., "Transdisciplinary Perspective on Complex System: New Findings and Approaches" 85-113, 2016

      7 Grieves, M., "Product Lifecycle Management:The New Paradigm for Enterprises" 2 (2): 71-84, 2005

      8 Kyu Tae Park, "Operation Procedures of a Work-Center-Level Digital Twin for Sustainable and Smart Manufacturing" 한국정밀공학회 7 (7): 791-814, 2020

      9 Fazlollahtabar, H., "Methodologies to Optimize Automated Guided Vehicle Scheduling and Routing Problems: A Review Study" 77 (77): 525-545, 2013

      10 Chen, L., "Manufacturing Facility Location and Sustainability : A Literature Review and Research Agenda" 149 : 154-163, 2014

      1 이상호, "자동차 모듈 조립라인의 모델링 & 시뮬레이션 기반 가변성/생산성 통합 평가에 관한 연구" 한국CDE학회 24 (24): 233-247, 2019

      2 박규태, "염색가공 공장의 에너지 효율 향상을 위한 디지털트윈 구성 및 활용" 한국CDE학회 23 (23): 329-341, 2018

      3 남영욱, "공정설계와 생산운영을 위한 작업자 사이버물리시스템" 한국CDE학회 24 (24): 442-451, 2019

      4 Velosa, A., "Use the IoT Platform Reference Model to Plan Your IoT Business Solutions" Gartner Research 2016

      5 Carlo, H. J., "Transport Operations in Container Terminals: Literature Overview, Trends, Research Directions and Classification Scheme" 236 (236): 1-13, 2014

      6 Grieves, M., "Transdisciplinary Perspective on Complex System: New Findings and Approaches" 85-113, 2016

      7 Grieves, M., "Product Lifecycle Management:The New Paradigm for Enterprises" 2 (2): 71-84, 2005

      8 Kyu Tae Park, "Operation Procedures of a Work-Center-Level Digital Twin for Sustainable and Smart Manufacturing" 한국정밀공학회 7 (7): 791-814, 2020

      9 Fazlollahtabar, H., "Methodologies to Optimize Automated Guided Vehicle Scheduling and Routing Problems: A Review Study" 77 (77): 525-545, 2013

      10 Chen, L., "Manufacturing Facility Location and Sustainability : A Literature Review and Research Agenda" 149 : 154-163, 2014

      11 "Industry 4.0, SerTech Elettronica"

      12 He, Y., "From Surveillance to Digital Twin : Challenges and Recent Advances of Signal Processing for Industrial Internet of Things" 35 (35): 120-129, 2018

      13 Liu, J., "Dynamic Evaluation Method of Machining Process Planning Based on Digital Twin" 7 : 19312-19323, 2019

      14 Son, Y. H., "Digital Twin-based Cyber Physical System for Automotive Body Production Lines" 115 : 291-310, 2021

      15 Martinez-gutierrez, A., "Digital Twin for Automatic Transportation in Industry 4. 0" 21 : 3344-, 2021

      16 Park, K. T., "Digital Twin and Reinforcement Learning-Based Resilient Production Control for Micro Smart Factory" 11 : 2977-, 2021

      17 Tan, Y., "Application of IoT-aided Simulation to Manufacturing Systems in Cyber-physical System" 7 (7): 2-, 2019

      18 Lee, S., "A Study for Efficient Design and Construction Plan of Automated Logistics System" Hanbat National University 2009

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      학술지 이력

      학술지 이력
      연월일 이력구분 이력상세 등재구분
      2026 평가예정 재인증평가 신청대상 (재인증)
      2020-01-01 평가 등재학술지 유지 (재인증) KCI등재
      2017-01-01 평가 등재학술지 유지 (계속평가) KCI등재
      2016-06-13 학회명변경 한글명 : 한국CAD/CAM학회 -> 한국CDE학회
      영문명 : Society Of Cadcam Engineers -> Society for Computational Design and Engineering
      KCI등재
      2016-06-13 학술지명변경 한글명 : 한국CAD/CAM학회 논문집 -> 한국CDE학회 논문집
      외국어명 : 미등록 -> Korean Journal of Computational Design and Engineering
      KCI등재
      2013-01-01 평가 등재학술지 유지 (등재유지) KCI등재
      2010-01-01 평가 등재학술지 유지 (등재유지) KCI등재
      2008-01-01 평가 등재학술지 유지 (등재유지) KCI등재
      2006-01-01 평가 등재학술지 유지 (등재유지) KCI등재
      2005-10-04 학술지등록 한글명 : 한국CAD/CAM학회 논문집
      외국어명 : 미등록
      KCI등재
      2004-01-01 평가 등재학술지 유지 (등재유지) KCI등재
      2001-07-01 평가 등재학술지 선정 (등재후보2차) KCI등재
      1999-01-01 평가 등재후보학술지 선정 (신규평가) KCI등재후보
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      학술지 인용정보

      학술지 인용정보
      기준연도 WOS-KCI 통합IF(2년) KCIF(2년) KCIF(3년)
      2016 0.35 0.35 0.33
      KCIF(4년) KCIF(5년) 중심성지수(3년) 즉시성지수
      0.26 0.24 0.553 0.02
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