Digital Twins and Cyber–Physical Systems toward Smart Manufacturing and Industry 4.0: Correlation and Comparison

Engineering - Tập 5 - Trang 653-661 - 2019
Fei Tao1, Qinglin Qi1, Lihui Wang2, A.Y.C. Nee
1School of Automation Science and Electrical Engineering, Beihang University, Beijing 100083, China
2Department of Production Engineering, KTH Royal Institute of Technology, Stockholm, SE-10044, Sweden

Tài liệu tham khảo

Negri, 2017, A review of the roles of digital twin in CPS-based production systems, Procedia Manuf, 11, 939, 10.1016/j.promfg.2017.07.198 Tao, 2017, New IT driven service-oriented smart manufacturing: framework and characteristics, IEEE Trans Syst Man Cybern Syst, 49, 81, 10.1109/TSMC.2017.2723764 Kusiak, 2018, Smart manufacturing, Int J Prod Res, 56, 508, 10.1080/00207543.2017.1351644 Zhong, 2017, Intelligent manufacturing in the context of Industry 4.0: a review, Engineering, 3, 616, 10.1016/J.ENG.2017.05.015 Zhou, 2018, Toward new-generation intelligent manufacturing, Engineering, 4, 11, 10.1016/j.eng.2018.01.002 Thoben, 2017, “Industrie 4.0” and smart manufacturing–a review of research issues and application examples, Int J Automot Technol, 11, 4, 10.20965/ijat.2017.p0004 Tao, 2018, Data-driven smart manufacturing, J Manuf Syst, 48, 157, 10.1016/j.jmsy.2018.01.006 O’Donovan, 2015, An industrial big data pipeline for data-driven analytics maintenance applications in large-scale smart manufacturing facilities, J Big Data, 2, 1 Hu, 2012, Review of cyber–physical system architecture, 25 Liu, 2017, Review on cyber–physical systems, IEEE/CAA J Autom Sin, 4, 27, 10.1109/JAS.2017.7510349 Lee, 2015, The past, present and future of cyber–physical systems: a focus on models, Sensors (Basel), 15, 4837, 10.3390/s150304837 Grieves, 2014 Tao, 2018, Digital twin-driven product design, manufacturing and service with big data, Int J Adv Manuf Technol, 94, 3563, 10.1007/s00170-017-0233-1 Parrott, 2017 Gill, 2006, NSF perspective and status on cyber–physical systems Wang, 2016, Towards smart factory for Industry 4.0: a self-organized multi-agent system with big data based feedback and coordination, Comput Netw, 101, 158, 10.1016/j.comnet.2015.12.017 Liu, 2017, Industry 4.0 and cloud manufacturing: a comparative analysis, J Manuf Sci Eng, 139, 034701, 10.1115/1.4034667 Monostori, 2016, Cyber–physical systems in manufacturing, CIRP Ann, 65, 621, 10.1016/j.cirp.2016.06.005 Glaessgen, 2012, The digital twin paradigm for future NASA and US Air Force vehicles, 1818 Tao, 2018, Digital twin-driven product design framework, Int J Prod Res Zhang, 2017, A digital twin-based approach for designing and multi-objective optimization of hollow glass production line, IEEE Access, 5, 26901, 10.1109/ACCESS.2017.2766453 Tao, 2017, Digital twin shop-floor: a new shop-floor paradigm towards smart manufacturing, IEEE Access, 5, 20418, 10.1109/ACCESS.2017.2756069 Uhlemann, 2017, The digital twin: realizing the cyber–physical production system for Industry 4.0. Procedia, CIRP, 61, 335, 10.1016/j.procir.2016.11.152 Tao, 2018, Digital twin driven prognostics and health management for complex equipment, CIRP Ann, 67, 169, 10.1016/j.cirp.2018.04.055 Schleich, 2017, Shaping the digital twin for design and production engineering, CIRP Ann, 66, 141, 10.1016/j.cirp.2017.04.040 La, 2010, A service-based approach to designing cyber physical systems, 895 Söderberg, 2017, Toward a digital twin for real-time geometry assurance in individualized production, CIRP Ann, 66, 137, 10.1016/j.cirp.2017.04.038 Lee, 2006, Cyber–physical systems—are computing foundations adequate? Wang, 2002, A Java 3D-enabled cyber workspace, Commun ACM, 45, 45, 10.1145/581571.581592 Wang, 2004, Remote real-time CNC machining for web-based manufacturing, Robot Comput-Integr Manuf, 20, 563, 10.1016/j.rcim.2004.07.007 Wang, 2008, Wise-ShopFloor: an integrated approach for web-based collaborative manufacturing, IEEE Trans Syst Man Cybern App Rev, 38, 562, 10.1109/TSMCC.2008.923868 Wang, 2015, Current status and advancement of cyber–physical systems in manufacturing, J Manuf Syst, 37, 517, 10.1016/j.jmsy.2015.04.008 Wang, 2010, The emergence of intelligent enterprises: from CPS to CPSS, IEEE Intell Syst, 25, 85, 10.1109/MIS.2010.104 He, 2010, Cyber–physical systems, Commun CCF, 6, 25 Rajkumar, 2010, Cyber–physical systems: the next computing revolution, 731 Zhu, 2011, A hierarchical security architecture for cyber–physical systems, 15 Dillon, 2011, Web-of-things framework for cyber–physical systems, Concurr Comp Pract E, 23, 905, 10.1002/cpe.1629 DebRoy, 2017, Building digital twins of 3D printing machines, Scr Mater, 135, 119, 10.1016/j.scriptamat.2016.12.005 Vachálek, 2017, The digital twin of an industrial production line within the Industry 4.0 concept, 258 Rosen, 2015, About the importance of autonomy and digital twins for the future of manufacturing, IFAC-PapersOnLine, 48, 567, 10.1016/j.ifacol.2015.06.141 Fawzi, 2014, Secure estimation and control for cyber–physical systems under adversarial attacks, IEEE Trans Automat Contr, 59, 1454, 10.1109/TAC.2014.2303233 Rieger, 2009, Resilient control systems: next generation design research, 632 Zheng, 2018, Smart manufacturing systems for Industry 4.0: conceptual framework, scenarios, and future perspectives, Front Mech Eng, 13, 137, 10.1007/s11465-018-0499-5 Guo, 2017, Interpretation of “cyber–physical systems whitepaper”, Inf Tech Standardization, 4, 36 Qi, 2018, Modeling of cyber–physical systems and digital twin based on edge computing, fog computing and cloud computing towards smart manufacturing Jazdi, 2014, Cyber physical systems in the context of Industry 4.0, 1 Lee, 2015, A cyber–physical systems architecture for industry 4.0-based manufacturing systems, Manuf Lett, 3, 18, 10.1016/j.mfglet.2014.12.001 Qi, 2018, Digital twin service towards smart manufacturing Tao, 2017, SDMSim: a manufacturing service supply–demand matching simulator under cloud environment, Robot Comput-Integr Manuf, 45, 34, 10.1016/j.rcim.2016.07.001 Wang, 2016, Combined strength of holons, agents and function blocks in cyber–physical systems, J Manuf Syst, 40, 25, 10.1016/j.jmsy.2016.05.002 Hochhalter, 2014 Schroeder, 2016, Digital twin data modeling with AutomationML and a communication methodology for data exchange, IFAC-PapersOnLine, 49, 12, 10.1016/j.ifacol.2016.11.115 Tao, 2017, Theories and technologies for cyber–physical fusion in digital twin shop-floor, Comput Integr Manuf Syst, 23, 1603 Qi, 2018, Digital twin and big data towards smart manufacturing and Industry 4.0: 360 degree comparison, IEEE Access, 6, 3585, 10.1109/ACCESS.2018.2793265 Cheng, 2018, New IT-driven manufacturing service management: research status and prospect, China Mech Eng, 29, 2177 Wang, 2014, An integrated cyber–physical system for cloud manufacturing, 10.1115/MSEC2014-4171 Wan, 2011, Advances in cyber–physical systems research, KSII Trans Internet Inf Syst, 5, 1891 Shu, 2016, Cloud-integrated cyber–physical systems for complex industrial applications, Mob Netw Appl, 21, 865, 10.1007/s11036-015-0664-6 Wang, 2012, Research on CPS system architecture based on artificial intelligence, Sci Mosaic, 7, 61 Canedo, 2016, Industrial IoT lifecycle via digital twins, 29 Leng, 2019, Digital twin-driven manufacturing cyber–physical system for parallel controlling of smart workshop, J Amb Intel Hum Comp, 10, 1155, 10.1007/s12652-018-0881-5 Tao, 2018, Digital twin and its potential application exploration, Comput Integr Manuf Syst, 24, 1 Tao, 2019, Five-dimension digital twin model and its ten applications, Comput Integr Manuf Syst, 25, 1