Design of Industrial Edge Applications Based on IEC 61499 Microservices and Containers

被引：7
作者：
Dai, Wenbin [1 ]
Zhang, Yingyue [1 ]
Kong, Lingbo [2 ]
Christensen, James H. [3 ]
Huang, Dan [4 ]
机构：
[1] Shanghai Jiao Tong Univ, Shanghai 200232, Peoples R China
[2] Huawei Technol Ltd, Shenzhen 518129, Peoples R China
[3] Holobloc Inc, Cleveland, OH 44121 USA
[4] Shanghai Jiao Tong Univ Shanghai, Dept Automat, Shanghai 200240, Peoples R China
来源：
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS | 2023年 / 19卷 / 07期
基金：
中国国家自然科学基金;
关键词：
Industrial edge computing; IEC; 61499; microservices; linux container; virtualization; SYSTEM;
D O I：
10.1109/TII.2022.3214199
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
Industrial automation is entering a new era of the Industrial Internet with enhanced computing, communication, and storage capabilities provided by cloud computing and field devices. The paradigm of automation systems is shifting from the ISA-95 pyramid to the two-layers architecture: industrial cloud and edge computing. Industrial software is also evolving under the new architecture in ways for which dedicated software applications are no longer suited. Service-based industrial cloud and edge applications provide maximum flexibility, interoperability, and efficiency by combining the IEC 61499 standard, microservice architecture, and container technology. This article provides orchestration methods and deployment procedures for the OT-IT hybrid industrial edge applications. The feasibility of the proposed approach is demonstrated by an industrial case study with accompanying performance analysis.
引用
收藏
页码：7925 / 7935
页数：11
相关论文
共 30 条
  • [21] Scholten B., 2007, The Road to Integration: A Guide to Applying the ISA-95 Standard in Manufacturing: ISA
  • [22] Seymour K, 2002, LECT NOTES COMPUT SC, V2536, P274
  • [23] Edge Computing Architectures in Industry 4.0: A General Survey and Comparison
    Sitton-Candanedo, Ines
    Alonso, Ricardo S.
    Rodriguez-Gonzalez, Sara
    Garcia Coria, Jose Alberto
    De La Prieta, Fernando
    [J]. 14TH INTERNATIONAL CONFERENCE ON SOFT COMPUTING MODELS IN INDUSTRIAL AND ENVIRONMENTAL APPLICATIONS (SOCO 2019), 2020, 950 : 121 - 131
  • [24] Evaluating Docker for Lightweight Virtualization of Distributed and Time-Sensitive Applications in Industrial Automation
    Sollfrank, Michael
    Loch, Frieder
    Denteneer, Steef
    Vogel-Heuser, Birgit
    [J]. IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2021, 17 (05) : 3566 - 3576
  • [25] Microservices
    Thoenes, Johannes
    [J]. IEEE SOFTWARE, 2015, 32 (01) : 116 - +
  • [26] Thramboulidis Kleanthis, 2018, 2018 IEEE Industrial Cyber-Physical Systems (ICPS). Proceedings, P232, DOI 10.1109/ICPHYS.2018.8387665
  • [27] MTES: An Intelligent Trust Evaluation Scheme in Sensor-Cloud-Enabled Industrial Internet of Things
    Wang, Tian
    Luo, Hao
    Jia, Weijia
    Liu, Anfeng
    Xie, Mande
    [J]. IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2020, 16 (03) : 2054 - 2062
  • [28] Wunck C., 2019, EPIC SERIES COMPUTIN, V63, P241, DOI [10.29007/49lc, DOI 10.29007/49LC]
  • [29] Yang F, 2020, IEEE IND ELEC, P2149, DOI [10.1109/iecon43393.2020.9254447, 10.1109/IECON43393.2020.9254447]
  • [30] Guidelines and Patterns for Building Hierarchical Automation Solutions in the IEC 61499 Modeling Language
    Zoitl, Alois
    Praehofer, Herbert
    [J]. IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2013, 9 (04) : 2387 - 2396
123