MTComm based virtualization and integration of physical machine operations with digital-twins in cyber-physical manufacturing cloud

Md Rakib Shahriar; S. M.Nahian Al Sunny; Xiaoqing Liu; Ming C. Leu; Liwen Hu; Ngoc Tu Nguyen

doi:10.1109/CSCloud/EdgeCom.2018.00018

MTComm based virtualization and integration of physical machine operations with digital-twins in cyber-physical manufacturing cloud

Md Rakib Shahriar, S. M.Nahian Al Sunny, Xiaoqing Liu, Ming C. Leu, Liwen Hu, Ngoc Tu Nguyen

Computer Science and Engineering

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

69 Scopus citations

Abstract

Digital-Twins simulate physical world objects by creating 'as-is' virtual images in a cyberspace. In order to create a well synchronized digital-twin simulator in manufacturing, information and activities of a physical machine need to be virtualized. Many existing digital-twins stream read-only data of machine sensors and do not incorporate operations of manufacturing machines through Internet. In this paper, a new method of virtualization is proposed to integrate machining data and operations into the digital-twins using Internet scale machine tool communication method. A fully functional digital-twin is implemented in CPMC testbed using MTComm and several manufacturing application scenarios are developed to evaluate the proposed method and system. Performance analysis shows that it is capable of providing data-driven visual monitoring of a manufacturing process and performing manufacturing operations through digital twins over the Internet. Results of the experiments also shows that the MTComm based digital twins have an excellent efficiency.

Original language	English (US)
Title of host publication	Proceedings - 5th IEEE International Conference on Cyber Security and Cloud Computing and 4th IEEE International Conference on Edge Computing and Scalable Cloud, CSCloud/EdgeCom 2018
Editors	Meikang Qiu
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	46-51
Number of pages	6
ISBN (Print)	9781538658505
DOIs	https://doi.org/10.1109/CSCloud/EdgeCom.2018.00018
State	Published - Jul 27 2018
Event	5th IEEE International Conference on Cyber Security and Cloud Computing and 4th IEEE International Conference on Edge Computing and Scalable Cloud, CSCloud/EdgeCom 2018 - Shanghai, China Duration: Jun 22 2018 → Jun 24 2018

Publication series

Name	Proceedings - 5th IEEE International Conference on Cyber Security and Cloud Computing and 4th IEEE International Conference on Edge Computing and Scalable Cloud, CSCloud/EdgeCom 2018

Other

Other	5th IEEE International Conference on Cyber Security and Cloud Computing and 4th IEEE International Conference on Edge Computing and Scalable Cloud, CSCloud/EdgeCom 2018
Country/Territory	China
City	Shanghai
Period	6/22/18 → 6/24/18

Bibliographical note

Funding Information:
ACKNOWLEDGMENT This project is supported by NSF Grant CMMI 1551448 entitled ”EAGER/Cybermanuacturing:f Architecture and Protocols for Scalable Cyber-Physical Manufacturing Systems”.

Publisher Copyright:
© 2018 IEEE.

Keywords

CPMC
Cyber Manufacturing
Cyber-Physical Systems
Digital-Twin
MTComm
Virtualization

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

Publisher link

10.1109/CSCloud/EdgeCom.2018.00018

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Shahriar, M. R., Sunny, S. M. N. A., Liu, X., Leu, M. C., Hu, L., & Nguyen, N. T. (2018). MTComm based virtualization and integration of physical machine operations with digital-twins in cyber-physical manufacturing cloud. In M. Qiu (Ed.), Proceedings - 5th IEEE International Conference on Cyber Security and Cloud Computing and 4th IEEE International Conference on Edge Computing and Scalable Cloud, CSCloud/EdgeCom 2018 (pp. 46-51). Article 8421851 (Proceedings - 5th IEEE International Conference on Cyber Security and Cloud Computing and 4th IEEE International Conference on Edge Computing and Scalable Cloud, CSCloud/EdgeCom 2018). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/CSCloud/EdgeCom.2018.00018

MTComm based virtualization and integration of physical machine operations with digital-twins in cyber-physical manufacturing cloud. / Shahriar, Md Rakib; Sunny, S. M.Nahian Al; Liu, Xiaoqing et al.
Proceedings - 5th IEEE International Conference on Cyber Security and Cloud Computing and 4th IEEE International Conference on Edge Computing and Scalable Cloud, CSCloud/EdgeCom 2018. ed. / Meikang Qiu. Institute of Electrical and Electronics Engineers Inc., 2018. p. 46-51 8421851 (Proceedings - 5th IEEE International Conference on Cyber Security and Cloud Computing and 4th IEEE International Conference on Edge Computing and Scalable Cloud, CSCloud/EdgeCom 2018).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Shahriar, MR, Sunny, SMNA, Liu, X, Leu, MC, Hu, L & Nguyen, NT 2018, MTComm based virtualization and integration of physical machine operations with digital-twins in cyber-physical manufacturing cloud. in M Qiu (ed.), Proceedings - 5th IEEE International Conference on Cyber Security and Cloud Computing and 4th IEEE International Conference on Edge Computing and Scalable Cloud, CSCloud/EdgeCom 2018., 8421851, Proceedings - 5th IEEE International Conference on Cyber Security and Cloud Computing and 4th IEEE International Conference on Edge Computing and Scalable Cloud, CSCloud/EdgeCom 2018, Institute of Electrical and Electronics Engineers Inc., pp. 46-51, 5th IEEE International Conference on Cyber Security and Cloud Computing and 4th IEEE International Conference on Edge Computing and Scalable Cloud, CSCloud/EdgeCom 2018, Shanghai, China, 6/22/18. https://doi.org/10.1109/CSCloud/EdgeCom.2018.00018

Shahriar MR, Sunny SMNA, Liu X, Leu MC, Hu L, Nguyen NT. MTComm based virtualization and integration of physical machine operations with digital-twins in cyber-physical manufacturing cloud. In Qiu M, editor, Proceedings - 5th IEEE International Conference on Cyber Security and Cloud Computing and 4th IEEE International Conference on Edge Computing and Scalable Cloud, CSCloud/EdgeCom 2018. Institute of Electrical and Electronics Engineers Inc. 2018. p. 46-51. 8421851. (Proceedings - 5th IEEE International Conference on Cyber Security and Cloud Computing and 4th IEEE International Conference on Edge Computing and Scalable Cloud, CSCloud/EdgeCom 2018). doi: 10.1109/CSCloud/EdgeCom.2018.00018

Shahriar, Md Rakib ; Sunny, S. M.Nahian Al ; Liu, Xiaoqing et al. / MTComm based virtualization and integration of physical machine operations with digital-twins in cyber-physical manufacturing cloud. Proceedings - 5th IEEE International Conference on Cyber Security and Cloud Computing and 4th IEEE International Conference on Edge Computing and Scalable Cloud, CSCloud/EdgeCom 2018. editor / Meikang Qiu. Institute of Electrical and Electronics Engineers Inc., 2018. pp. 46-51 (Proceedings - 5th IEEE International Conference on Cyber Security and Cloud Computing and 4th IEEE International Conference on Edge Computing and Scalable Cloud, CSCloud/EdgeCom 2018).

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AB - Digital-Twins simulate physical world objects by creating 'as-is' virtual images in a cyberspace. In order to create a well synchronized digital-twin simulator in manufacturing, information and activities of a physical machine need to be virtualized. Many existing digital-twins stream read-only data of machine sensors and do not incorporate operations of manufacturing machines through Internet. In this paper, a new method of virtualization is proposed to integrate machining data and operations into the digital-twins using Internet scale machine tool communication method. A fully functional digital-twin is implemented in CPMC testbed using MTComm and several manufacturing application scenarios are developed to evaluate the proposed method and system. Performance analysis shows that it is capable of providing data-driven visual monitoring of a manufacturing process and performing manufacturing operations through digital twins over the Internet. Results of the experiments also shows that the MTComm based digital twins have an excellent efficiency.

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MTComm based virtualization and integration of physical machine operations with digital-twins in cyber-physical manufacturing cloud

Abstract

Publication series

Other

Bibliographical note

Keywords

UN SDGs

Publisher link

Find It

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