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      제조 분야 사이버 물리 시스템(CPS) 연구 동향 분석 = Analysis of Research Trends of Cyber Physical System(CPS) in the Manufacturing Industry

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      https://www.riss.kr/link?id=A105603620

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      국문 초록 (Abstract)

      본 연구의 목적은 국내 및 해외 공히 국가 차원에서 중요한 혁신 의제로 추진하고 있는 제 4차 산업혁명, 인더스트리 4.0, 스마트 제조 등에서 중요한 위치를 차지하고 있는 사이버 물리 시스...

      본 연구의 목적은 국내 및 해외 공히 국가 차원에서 중요한 혁신 의제로 추진하고 있는 제 4차 산업혁명, 인더스트리 4.0, 스마트 제조 등에서 중요한 위치를 차지하고 있는 사이버 물리 시스템(Cyber Physical System: CPS) 분야의 연구 동향을 분석하고, 향후 연구 방향을 제시하는 것이다. 본 연구에서는 (1) 인더스트리4.0과 스마트 제조의 개념, CPS의 기본 개념과 역할 등을 정리하고, (2) 이 분야의 문헌을 분석하여 향후 연구 방향을 제시할 수 있는 분석 기준들을 설정하고, (3) 제조 CPS 관련 주요 연구 결과를 분석하고 향후 연구 방향을 제시한다. ‘구글 학술검색’을 통해서 식별된 2013년부터 2017년까지 발간된 제조 CPS에 대한 74 개의 해외 문헌과 8개의 국내 문헌을 분석한 결과를 정리하면 다음과 같다. (1) 기존에 제시된 다양한 관점의 방법론과 프레임워크를 바탕으로 제조 CPS분야에 대한 공통의 방법론과 프레임워크를 제시하는 연구가 필요하다. (2) 제조 CPS 분야의 성숙도를 높이기 위해서는 기존의 시스템을 포함하여 CPS 시스템을 실제로 구현하고 운영하는데 관한 연구가 필요하다. (3) 제조 CPS 시스템을 진단하고 개선 방향을 제시할 수 있는 진단 방법론에 관한 연구가 필요하다. (4) 세부 모델 및 툴 측면에서는 CPS의 특성을 감안한 SCM 및 생산계획 모델과 인간·기계 협업에 관한 연구에 대한 강화가 필요하다.

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      다국어 초록 (Multilingual Abstract)

      The purpose of this study is to analyze the research trends and present future research directions in the field of Cyber Physical System (CPS), a key element in the 4th Industrial Revolution, Industry 4.0, and Smart Manufacturing that are currently pr...

      The purpose of this study is to analyze the research trends and present future research directions in the field of Cyber Physical System (CPS), a key element in the 4th Industrial Revolution, Industry 4.0, and Smart Manufacturing that are currently promoted as important innovation agenda both at home and abroad. In this study, (1) the concepts of industry 4.0, smart manufacturing and CPS are summarized; (2) analysis criteria of these fields are established; and 3) analysis results are presented and future research direction is proposed. 74 overseas and 8 domestic literature on manufacturing CPS from 2013 to 2017 are identified through 'Google Scholar Search'. Major results of the analysis are summarized as follows: (1) research on a common methodology and framework for the manufacturing CPS needs to be done based on the analysis of the existing methodologies and frameworks of various perspectives; (2) in order to improve the maturity of the manufacturing CPS, it is necessary to study actual deployment and operations of CPS, including the existing systems; (3) it is necessary to study the diagnostic methodology that can evaluate manufacturing CPS and suggest improvement strategy; and (4) as for the detailed model and tool, it is necessary to reinforce research on SCM·production planning and human-machine collaboration while considering the characteristics of CPS.

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      참고문헌 (Reference)

      1 강선가, "효과적인 사이버 물리 제조 시스템환경 구축을 위한 제조 라인 KPI 연구" 849-857, 2016

      2 전인걸, "제조산업용디지털트윈 구현을 위한 CPS 기반 가상-실제조설비연동형 모델링 및 시뮬레이션 기술" 1716-1717, 2017

      3 김대근, "인더스트리4.0 기반 사이버물리시스템과 생산관리시스템간의 미들웨어 구축을 통한 수평적 통합" 한국멀티미디어학회 17 (17): 1484-1493, 2014

      4 백승익, "인공지능과 사회의 변화" 한국정보화진흥원 23 (23): 3-23, 2016

      5 김병운, "인공지능 동향분석과 국가차원 정책제언" 한국정보화진흥원 23 (23): 74-93, 2016

      6 노상도, "스마트팩토리와 사이버물리시스템 기술" 33 (33): 3-7, 2016

      7 박호철, "스마트 팩토리를 위한 C P P S (C y b e r P h y s i c a l Production System)" 838-840, 2014

      8 전형국, "사이버-물리 생산 시스템 연동 미들웨어 프레임워크" 770-771, 2017

      9 주정민, "사물인터넷(IoT)에 관한 국내 연구 동향 분석" 한국정보화진흥원 22 (22): 3-15, 2015

      10 김경식, "물리적 공간과 가상공간의 동기화를 위한 웹 기반 가상 제조 공정 트윈 모델 설계 및 구현" 한국정보기술학회 14 (14): 115-124, 2016

      1 강선가, "효과적인 사이버 물리 제조 시스템환경 구축을 위한 제조 라인 KPI 연구" 849-857, 2016

      2 전인걸, "제조산업용디지털트윈 구현을 위한 CPS 기반 가상-실제조설비연동형 모델링 및 시뮬레이션 기술" 1716-1717, 2017

      3 김대근, "인더스트리4.0 기반 사이버물리시스템과 생산관리시스템간의 미들웨어 구축을 통한 수평적 통합" 한국멀티미디어학회 17 (17): 1484-1493, 2014

      4 백승익, "인공지능과 사회의 변화" 한국정보화진흥원 23 (23): 3-23, 2016

      5 김병운, "인공지능 동향분석과 국가차원 정책제언" 한국정보화진흥원 23 (23): 74-93, 2016

      6 노상도, "스마트팩토리와 사이버물리시스템 기술" 33 (33): 3-7, 2016

      7 박호철, "스마트 팩토리를 위한 C P P S (C y b e r P h y s i c a l Production System)" 838-840, 2014

      8 전형국, "사이버-물리 생산 시스템 연동 미들웨어 프레임워크" 770-771, 2017

      9 주정민, "사물인터넷(IoT)에 관한 국내 연구 동향 분석" 한국정보화진흥원 22 (22): 3-15, 2015

      10 김경식, "물리적 공간과 가상공간의 동기화를 위한 웹 기반 가상 제조 공정 트윈 모델 설계 및 구현" 한국정보기술학회 14 (14): 115-124, 2016

      11 전인걸, "가상-실공장 연동을위한 CPS 기반 스마트팩토리 기술" 33 (33): 8-15, 2016

      12 Otto, J., "Why cyber-physical production systems need a descriptive engineering approach-a case study in plug & produce" 15 : 295-302, 2014

      13 Shafiq, S. I., "Virtual engineering object/virtual engineering process: a specialized form of cyber physical system for Industrie 4.0" 60 : 1146-1155, 2015

      14 Post, T., "User-guided visual analysis of cyber-physical production systems" 17 (17): 021005-, 2017

      15 Silva, R., "Universal parser for wireless sensor networks in industrial cyber physical production systems" 633-638, 2017

      16 Thramboulidis, K., "UML4IoT-A UML-based approach to exploit IoT in cyber-physical manufacturing systems" 82 : 259-272, 2016

      17 Vincent, H., "Trojan detection and side-channel analyses for cyber-security in cyber-physical m a n u f a c t u r i n g s y s t e m s" 1 : 77-85, 2015

      18 Ribeiro, L., "Transitioning from standard automation solutions to cyberphysical production systems: an assessment of critical conceptual and technical challenges" 1-13, 2017

      19 Frazzon, E. M., "Towards sociocyber-physical systems in production networks" 7 : 49-54, 2013

      20 Niemueller, T., "Towards benchmarking cyberphysical systems in factory automation scenarios" 296-299, 2013

      21 Jiang, P., "Towards a cyber-physical-social-connected and serviceoriented manufacturing paradigm: Social Manufacturing" 7 : 15-21, 2016

      22 Dai, W., "Time-stamped event based execution semantics for industrial cyber-physical systems" 1263-1268, 2015

      23 Radziwon, A., "The smart factory: exploring adaptive and flexible manufacturing solutions" 69 : 1184-1190, 2014

      24 Herterich, M. M., "The impact of cyber-physical systems on industrial services in manufacturing" 30 : 323-328, 2015

      25 Uhlemann, T. H. J., "The digital twin: Realizing the cyberphysical production system for industry 4.0" 61 : 335-340, 2017

      26 Merkel, L., "Teaching smart production: an insight into the learning factory for cyber-physical p r o d u c t i o n s y s t e m s (LV P)" 9 : 269-274, 2017

      27 Sabou, M., "Supporting the engineering of cyber-physical production systems with the AutomationML analyzer" 1-8, 2016

      28 Mittal, S., "Smart manufacturing: characteristics, technologies and enabling factors" 2017

      29 Lu, Y., "Smart manufacturing systems based on Cyber-physical Manufacturing Services (CPMS)" 50 (50): 15883-15889, 2017

      30 강형석, "Smart Manufacturing: Past Research, Present Findings, and Future Directions" 한국정밀공학회 3 (3): 111-128, 2016

      31 Lachenmaier, J. F., "Simulation of production processes involving cyber-physical systems" 62 : 577-582, 2017

      32 Chhetri, S. R., "Side channels of cyber-physical systems: Case study in additive manufacturing" 34 (34): 18-25, 2017

      33 Kieseberg, P., "Security Challenges in Cyber-Physical Production Systems" 3-16, 2018

      34 Garetti, M., "Role of ontologies for CPS implementation in manufacturing" 6 (6): 26-32, 2015

      35 Anderson, A., "Report to the President on Ensuring American Leadership in Advanced Manufacturing" Executive office of the President 2011

      36 Kagermann, H., "Recommendations for implementing the strategic initiative INDUSTRIE 4.0: Securing the future of German manufacturing industry final report of the Industrie 4.0 Working Group" Forschungsunion 2013

      37 Zamfirescu, C. B., "Preliminary insides for an anthropocentric cyber-physical reference architecture of the smart factory" 22 (22): 269-278, 2013

      38 Rudtsch, V., "Pattern-based business model development for cyber-physical production systems" 25 : 313-319, 2014

      39 Lanza, G., "Optimization of selective assembly and adaptive manufacturing by means of cyberphysical system based matching" 64 (64): 399-402, 2015

      40 Maier, A., "Online passive learning of timed automata for cyber-physical production systems" 60-66, 2014

      41 Niggemann, O., "On the diagnosis of cyber-physical production systems: state-of-the-art and research agenda" 4119-4126, 2015

      42 Penas, O., "Multi-scale approach from mechatronic to Cyber-Physical Systems for the design of manufacturing systems" 86 : 52-69, 2017

      43 Klober-Koch, J., "Knowledge-Based Decision Making in a Cyber-Physical Production Scenario" 9 : 167-174, 2017

      44 Zinnikus, I., "Integrated semantic fault analysis and worker support for cyber-physical production systems" 1 : 207-216, 2017

      45 Miranda, J., "Integrated Product, Process and Manufacturing System Development Reference Model to develop Cyber-Physical Production Systems-The Sensing, Smart and Sustainable Microfactory Case Study" 50 (50): 13065-13071, 2017

      46 Saldivar, A. A. F., "Industry 4.0 with cyber-physical integration:A design and manufacture perspective" 1-6, 2015

      47 Thoben, K. D., "Industrie 4.0 and smart manufacturing-a review of research issues and application examples" 11 (11): 2017

      48 Wang, X. V., "Human-robot collaborative assembly in cyber-physical production: Classification framework and implementation" 66 (66): 5-8, 2017

      49 Weyer, S., "Future modeling and simulation of CPS-based factories: an example from the automotive industry" 49 (49): 97-102, 2016

      50 Foradis, T., "From Mechatronic Components to Industrial Automation Things-An IoT model for cyberphysical manufacturing systems" 10 (10): 734-753, 2017

      51 Chhetri, S. R., "Fix the leak!: an information leakage aware secured cyber-physical manufacturing system" 1412-1417, 2017

      52 Fantini, P., "Exploring the integration of the human as a flexibility factor in CPS enabled manufacturing environments: Methodology and results" 5711-5716, 2016

      53 Harrison, R., "Engineering methods and tools for cyberphysical automation systems" 104 (104): 973-985, 2016

      54 Rojas, R. A., "Enabling Connectivity of Cyber-Physical Production Systems: A Conceptual Framework" 11 : 822-829, 2017

      55 Stern, H., "Development of a Model for the Integration of Human Factors in Cyber-physical Production Systems" 9 : 151-158, 2017

      56 Hermann, M., "Design principles for industrie 4.0 scenarios" 3928-3937, 2016

      57 Song, Z., "Data quality management for service-oriented manufacturing cyber-physical systems" 64 : 34-44, 2017

      58 Horvath, I., "Cyber-physical systems: Concepts, technologies and implementation principles" 1 : 7-11, 2012

      59 Monostori, L., "Cyber-physical systems in manufacturing" 65 (65): 621-641, 2016

      60 Iarovyi, S., "Cyber-physical systems for open-knowledge-driven manufacturing execution systems" 104 (104): 1142-1154, 2016

      61 Klotzer, C., "Cyber-physical systems (CPS) in supply chain management: a definitional approach" 2015

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