Theories and technologies for cyber-physical fusion in digital twin shop-floor

Jisuanji Jicheng Zhizao Xitong/Computer Integrated Manufacturing Systems, CIMS

Volumn 23, Issue 8, 2017, Pages 1603-1611

  Tao, Fei ^a   Cheng, Ying ^a,b   Cheng, Jiangfeng ^a   Zhang, Meng ^a   Xu, Wenjun ^c   Qi, Qinglin ^a  

^a BEIHANG UNIVERSITY   (China)

^b HONG KONG POLYTECHNIC UNIVERSITY   (Hong Kong)

^c WUHAN UNIVERSITY OF TECHNOLOGY   (China)

Author keywords

Cyber physical fusion; Data fusion; Digital twin shop floor; Models fusion; Physical elements fusion; Services fusion

Indexed keywords

CYBER PHYSICAL SYSTEM; DATA FUSION; FLOORS;

APPLICATIONS INTEGRATION; CYBER PHYSICALS; INDUSTRIAL PRACTITIONERS; INFORMATION SPACES; OPERATION MECHANISM; PHYSICAL ELEMENTS; REFERENCE ARCHITECTURE; SHOP FLOOR;

DATA INTEGRATION;

EID: 85031730152     PISSN: 10065911     EISSN: None     Source Type: Journal    
DOI: 10.13196/j.cims.2017.08.001     Document Type: Article

References (39)

1. TAO Fei, ZHANG Meng, CHENG Jiangfeng, et al. Digital twin workshop: a new paradigm for future workshop[J]. Computer Integrated Manufacturing Systems, 2017, 23(1): 1-9 (in Chinese).
2. TAO Fei, CHENG Jiangfeng, QI Qinglin, et al. Digital twin-driven product design, manufacturing and service with big data[J]. The International Journal of Advanced Manufacturing Technology, 2017. DOI:10.1007/s00170-017-0233-1.
3. TAO Fei, QI Qinglin. New IT driven service-oriented smart manufacturing: framework and characteristics[J]. IEEE Transaction on Systems, Man and Cybernetics: Systems, 2017. DOI:10.1109/TSMC.2017.2723764.
4. SHARIATZADEH N, LUNDHOLM T, LINDBERG L, et al. Integration of digital factory with smart factory based on Internet of Things[J]. Procedia CIRP, 2016, 50: 512-517. DOI:10.1016/j.procir.2016.05.050.
5. CUTTING-DECELLE A, BARRAUD J, VEENENDAAL B, et al. Production information interoperability over the Internet: a standardised data acquisition tool developed for industrial enterprises[J]. Computers in Industry, 2012, 63(8): 824-834.
6. TOLIO T, SACCO M, TERKAJ W, et al. Virtual factory: an integrated framework for manufacturing systems design and analysis[J]. Procedia CIRP, 2013, 7(5): 25-30.
7. WANG X, ONG S, NEE A. Real-virtual components interaction for assembly simulation and planning[J]. Robotics and Computer-Integrated Manufacturing, 2016, 41(C): 102-114.
8. HIMMLER F, AMBERG M. Data integration framework for heterogeneous system landscapes within the digital factory domain[J]. Procedia Engineering, 2014, 69(1): 1138-1143.
9. PANETTO H, CECIL J. Information systems for enterprise integration, interoperability and networking: theory and applications[J]. Enterprise Information Systems, 2013, 7(1): 1-6.
10. ZHANG Jie, GAO Liang, QIN Wei, et al. Big-data-driven operational analysis and decision-making methodology in intelligent workshop[J]. Computer Integrated Manufacturing Systems, 2016, 22(5): 1220-1228 (in Chinese).
11. ZHANG Yongping, CHENG Ying, TAO Fei. Smart production line: common factors and data-driven implementation method[C]// Proceedings of the ASME 2017 International Manufacturing Science and Engineering Conference. New York, N.Y., USA: ASME, 2017, 3: 40-47.
12. HAMEED B, KHAN I, DURR F, et al. An RFID based consistency management framework for production monitoring in a smart real-time factory[C]// Proceedings of the 2nd International Internet of Things Conference. Washington, D.C., USA: IEEE, 2010: 1-8.
13. ZHAO Gang. Wireless sensor networks for industrial process monitoring and control: a survey[J]. Network Protocols and Algorithms, 2011, 3(1): 46-63.
14. BOYD A, NOLLER D, PETERS P, et al. Soa in manufacturing guidebook[Z]. MESA International, IBM Corporation and Capgemini Co-branded White Paper, 2008.
15. FERRARI P, FLAMMINI A, VENTURINI F, et al. Large PROFINET IO RT networks for factory automation: a case study[C]// Proceedings of 2011 IEEE 16th Conference on Emerging Technologies and Factory Automation. Washington, D.C., USA: IEEE, 2011: 1-4.
16. HENSSEN R, SCHLEIPEN M. Interoperability between OPC UA and AutomationML[J]. Procedia CIRP, 2014, 25: 297-304. DOI:10.1016/j.procir.2014.10.042.
17. DRATH R, LUDER A, PESCHKE J, et al. AutomationML-the glue for seamless automation engineering[C]// Proceedings of the 13th IEEE International Conference on Emerging Technologies and Factory Automation. Washington, D.C., USA: IEEE, 2008: 616-623.
18. TAO Fei, ZUO Ying, XU Lida, et al. IoT-based intelligent perception and access of manufacturing resource toward cloud manufacturing[J]. IEEE Transactions on Industrial Informatics, 2014, 10(2): 1547-1557.
19. TAO Fei, QI Qinglin, CHENG Jiangfeng, et al. An industrial Internet Hub device: China, 201610739066.1[P]. 2016-08-29 (in Chinese).
20. LI Congbo, MA Huijie, LI Lingling, et al. Dynamic facility layout method for remanufacturing shop with stochastic returns[J]. Computer Integrated Manufacturing Systems, 2015, 21(11): 2901-2911 (in Chinese).
21. ZHU Lida, LI Haonan, LIANG Weili, et al. A web-based virtual CNC turn-milling system[J]. International Journal of Advanced Manufacturing Technology, 2015, 78(1/2/3/4): 99-113.
22. WANG Y R, CHEN A N. Production logistics simulation and optimization of industrial enterprise based on Flexsim[J]. International Journal of Simulation Modelling, 2016, 15(4): 732-741.
23. ALTINTAS Y, KERSTING P, BIERMANN D, et al. Virtual process systems for part machining operations[J]. CIRP Annals-Manufacturing Technology, 2014, 63(2): 585-605.
24. TRAN Q H, CHAMPLIAUD H, FENG Z, et al. Analysis of the asymmetrical roll bending process through dynamic FE simulations and experimental study[J]. The International Journal of Advanced Manufacturing Technology, 2014, 75(5/6/7/8): 1233-1244.
25. DUBEY R, GUNASEKARAN A, CHILDE S J, et al. The impact of big data on world-class sustainable manufacturing[J]. The International Journal of Advanced Manufacturing Technology, 2016, 84(1/2/3/4): 631-645.
26. LI Jingran, TAO Fei, CHENG Ying, et al. Big data in product lifecycle management[J]. The International Journal of Advanced Manufacturing Technology, 2015, 81(1/2/3/4): 667-684.
27. LEE J, LAPIRA E, BAGHERI B, et al. Recent advances and trends in predictive manufacturing systems in big data environment[J]. Manufacturing Letters, 2013, 1(1): 38-41.
28. COLLEDANI M, TOLIO T, FISCHER A, et al. Design and management of manufacturing systems for production quality[J]. CIRP Annals-Manufacturing Technology, 2014, 63(2): 773-796.
29. GENG Zhiqiang, HAN Yongming, GU Xiangbai, et al. Energy efficiency estimation based on data fusion strategy: case study of ethylene product industry[J]. Industrial & Engineering Chemistry Research, 2012, 51(25): 8526-8534.
30. LEE J, WU Fangji, ZHAO Wenyu, et al. Prognostics and health management design for rotary machinery systems-reviews, methodology and applications[J]. Mechanical Systems and Signal Processing, 2014, 42(1/2): 314-334.
31. TAO Fei, ZHANG Lin, HU Yefa. Resource Services Management in Manufacturing Grid System[M]. Beverly, Mass., USA: Wiley-Scrivener Publishing, 2011.
32. TAO Fei, CHENG Ying, XU Lida, et al. CCIoT-CMfg: Cloud computing and Internet of things based cloud manufacturing service system[J]. IEEE Transactions on Industrial Informatics, 2014, 10(2): 1435-1442.
33. TAO Fei, BI Luning, ZUO Ying, et al. A cooperative co-evolutionary algorithm for large-scale process planning with energy consideration[J]. Journal of Manufacturing Science and Engineering, 2017, 139(6): 0610161-06101611.
34. TAO Fei, BI Luning, ZUO Ying, et al. A hybrid group leader algorithm for green material selection with energy consideration in product design[J]. CIRP Annals-Manufacturing Technology, 2016, 65(1): 9-12.
35. TAO Fei, CHENG Jiangfeng, CHENG Ying, et al. SDMSim: a manufacturing service supply-demand matching simulator under cloud environment[J]. Robotics and Computer Integrated Manufacturing, 2017, 45(6): 34-46.
36. CHENG Ying, TAO Fei, ZHAO Dongming, et al. Modeling of manufacturing service supply-demand matching hypernetwork in service-oriented manufacturing systems[J]. Robotics and Computer Integrated Manufacturing, 2016, 45: 59-72. DOI:10.1016/j.rcim.2016.05.007.
37. TAO Fei, LAILI Yuanjun, XU Lida, et al. FC-PACO-RM: a parallel method for service composition optimal-selection in cloud manufacturing system[J]. IEEE Transactions on Industrial Informatics, 2013, 9(4): 2023-2033.
38. TAO Fei, ZHANG Lin, GUO Hua, et al. Typical characteristics of cloud manufacturing and several key issues of cloud service composition[J]. Computer Integrated Manufacturing Systems, 2011, 17(3): 477-486 (in Chinese).
39. TAO Fei, ZHANG Lin, LAILI Yuanjun. Configurable Intelligent Optimization Algorithms: Design and Practice in Manufacturing[M]. Berlin, Germany: Springer-Verlag, 2015.