Cyber-physical manufacturing cloud: Architecture, virtualization, communication, and testbed

被引:102
|
作者
Liu, Xiaoqing F. [1 ]
Shahriar, Md Rakib [1 ]
Al Sunny, S. M. Nahian [1 ]
Leu, Ming C. [2 ]
Hu, Liwen [2 ]
机构
[1] Univ Arkansas, Dept Comp Sci & Comp Engn, Fayetteville, AR 72701 USA
[2] Missouri Univ Sci & Technol, Dept Mech & Aerosp Engn, Rolla, MO USA
关键词
Cloud manufacturing; Cyber-physical systems; Service-oriented architecture; MTConnect; SYSTEMS;
D O I
10.1016/j.jmsy.2017.04.004
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
Cyber-physical systems are integrations of computation, networking, and physical processes and they are increasingly finding applications in manufacturing. Cloud manufacturing integrates cloud computing and service-oriented technologies with manufacturing processes and provides manufacturing services in manufacturing clouds. A cyber physical system for manufacturing is not a manufacturing cloud if it does not use virtualization technique in cloud computing and service oriented architecture in service computing. On the other hand, a manufacturing cloud is not cyber physical system if it does not have components for direct interactions with machine tools and other physical devices. In this paper, a new paradigm of Cyber-Physical Manufacturing Cloud (CPMC) is introduced to bridge gaps among cloud computing, cyber physical systems, and manufacturing. A CPMC allows direct operation's and monitoring of machine tools in a manufacturing cloud over the Internet. A scalable and service-oriented layered architecture of CPMC is developed. It allows publication and subscription of manufacturing web services and cross-platform applications in CPMC. A virtualization method of manufacturing resources in CPMC is presented. In addition, communication mechanisms between the layers of the CPMC using communication protocols such as MTConnect, TCP/IP; and REST are discussed. A CPMC testbed is developed and implemented based on the proposed architecture. The testbed is fully operational in two geographically distributed sites. The developed testbed is evaluated using several manufacturing scenarios. Its testing results demonstrate that it can monitor and execute manufacturing operations remotely over the Internet efficiently in a manufacturing cloud. (C) 2017 The Society of Manufacturing Engineers. Published by Elsevier Ltd. All rights reserved.
引用
收藏
页码:352 / 364
页数:13
相关论文
共 50 条
  • [1] Communication method for manufacturing services in a cyber-physical manufacturing cloud
    Al Sunny, S. M. Nahian
    Liu, Xiaoqing F.
    Shahriar, Md Rakib
    [J]. INTERNATIONAL JOURNAL OF COMPUTER INTEGRATED MANUFACTURING, 2018, 31 (07) : 636 - 652
  • [2] Cloud-based cyber-physical systems in manufacturing Cloud-based cyber-physical systems in manufacturing
    Majstorovic, Vidosav D.
    [J]. PRODUCTION PLANNING & CONTROL, 2020, 31 (07) : 611 - 612
  • [3] AN INTEGRATED CYBER-PHYSICAL SYSTEM FOR CLOUD MANUFACTURING
    Wang, Lihui
    Gao, Robert
    Ragai, Ihab
    [J]. PROCEEDINGS OF THE ASME 9TH INTERNATIONAL MANUFACTURING SCIENCE AND ENGINEERING CONFERENCE, 2014, VOL 1, 2014,
  • [4] Designing a Cyber-Physical Cloud Computing Architecture
    Simmon, Eric
    Sowe, Sulayman K.
    Zettsu, Koji
    [J]. IT PROFESSIONAL, 2015, 17 (03) : 40 - 45
  • [5] MTComm based Virtualization and Integration of Physical Machine Operations with Digital-Twins in Cyber-Physical Manufacturing Cloud
    Shahriar, Md Rakib
    Al Sunny, S. M. Nahian
    Liu, Xiaoqing F.
    Leu, Ming C.
    Hu, Liwen
    Ngoc-Tu Nguyen
    [J]. 2018 5TH IEEE INTERNATIONAL CONFERENCE ON CYBER SECURITY AND CLOUD COMPUTING (IEEE CSCLOUD 2018) / 2018 4TH IEEE INTERNATIONAL CONFERENCE ON EDGE COMPUTING AND SCALABLE CLOUD (IEEE EDGECOM 2018), 2018, : 46 - 51
  • [6] Architecture of Cyber-Physical Systems Based on Cloud
    Luo, Shaojie
    Zhang, Lichen
    Guo, Nannan
    [J]. 2019 IEEE 5TH INTL CONFERENCE ON BIG DATA SECURITY ON CLOUD (BIGDATASECURITY) / IEEE INTL CONFERENCE ON HIGH PERFORMANCE AND SMART COMPUTING (HPSC) / IEEE INTL CONFERENCE ON INTELLIGENT DATA AND SECURITY (IDS), 2019, : 251 - 257
  • [7] Cyber-Physical Cloud Manufacturing Systems With Digital Twins
    Nguyen, Tu N.
    Zeadally, Sherali
    Vuduthala, Abhijith B.
    [J]. IEEE INTERNET COMPUTING, 2022, 26 (03) : 15 - 21
  • [8] Development of Cyber-Physical Security Testbed Based on IEC 61850 Architecture
    Blazek, Petr
    Fujdiak, Radek
    Mlynek, Petr
    Misurec, Jiri
    [J]. ELEKTRONIKA IR ELEKTROTECHNIKA, 2019, 25 (05) : 82 - 87
  • [9] A Communication Architecture for Cooperative Networked Cyber-Physical Systems
    von Zengen, Georg
    Schroeder, Yannic
    Wolf, Lars C.
    [J]. 2019 16TH IEEE ANNUAL CONSUMER COMMUNICATIONS & NETWORKING CONFERENCE (CCNC), 2019,
  • [10] Cyber-Physical Systems Testbed Based on Cloud Computing and Software Defined Network
    Gao, Haihui
    Peng, Yong
    Wen, Zhe
    Jia, Kebin
    Li, Hanjing
    [J]. 2015 INTERNATIONAL CONFERENCE ON INTELLIGENT INFORMATION HIDING AND MULTIMEDIA SIGNAL PROCESSING (IIH-MSP), 2015, : 337 - 340