Intelligence-oriented industrial internet of things: architecture, key technologies and challenges

被引:2
|
作者
Hong, Zirong [1 ]
Cai, Hu [2 ]
Wu, Jian [3 ]
机构
[1] Lanzhou Petrochem Polytech, Sch Elect & Elect Engn, Lanzhou 730060, Peoples R China
[2] South China Univ Sci & Technol, Sch Mech & Automot Engn, Guangzhou 510640, Peoples R China
[3] Jiangxi Univ Sci & Technol, Sch Automat & Elect Engn, Ganzhou 341099, Peoples R China
关键词
IIoT; industrial internet of things; edge computing; big data; AI; IoT; internet of things; Industry; 40; DIGITAL TWIN; BIG DATA; TASK ASSIGNMENT; DATA-SECURITY; EDGE; PRIVACY; MOBILE; MANAGEMENT; NETWORKS; SERVICE;
D O I
10.1504/IJAACS.2021.117807
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
With the concept of Industry 4.0, 'Made in China 2025' and industrial internet of things (IIoT) was put forward, the global manufacturing industry is changing towards intellectualisation. These technologies, such as internet of things (IoT), edge computing, big data and artificial intelligence, have provided strong support and impetus for the revolution of the information process. Industrial Internet of Things, as a combination of the deep information fusion and manufacturing technology, will inevitably provide comprehensive data for manufacturing ecology, optimising task scheduling and user services in the future. In this paper, we first introduce the condition of IIoT. In part 2 we put forward an architecture of IIoT. In part 3, we explain some core technologies of this domain and analyse the opportunities and challenges we faced nowadays in part 4. At last, we make a conclusion of this paper and look forward to a prospect.
引用
收藏
页码:264 / 278
页数:15
相关论文
共 50 条
  • [31] A multiagent architecture for Industrial Internet of Things safety applications
    Barbosa, Gibson
    Sadok, Djamel F. H.
    Kelner, Judith
    Ribeiro, Luis
    ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, 2025, 150
  • [32] Deep Learning in the Industrial Internet of Things: Potentials, Challenges, and Emerging Applications
    Khalil, Ruhul Amin
    Saeed, Nasir
    Masood, Mudassir
    Fard, Yasaman Moradi
    Alouini, Mohamed-Slim
    Al-Naffouri, Tareq Y.
    IEEE INTERNET OF THINGS JOURNAL, 2021, 8 (14): : 11016 - 11040
  • [33] Key Advances in Pervasive Edge Computing for Industrial Internet of Things in 5G and Beyond
    Narayanan, Arun
    De Sena, Arthur Sousa
    Gutierrez-Rojas, Daniel
    Melgarejo, Dick Carrillo
    Hussain, Hafiz Majid
    Ullah, Mehar
    Bayhan, Suzan
    Nardelli, Pedro H. J.
    IEEE ACCESS, 2020, 8 : 206734 - 206754
  • [34] Industrial Internet of Things: Specificities and challenges
    Papadopoulos, Georgios Z.
    Theoleyre, Fabrice
    Vilajosana, Xavier
    INTERNET TECHNOLOGY LETTERS, 2020, 3 (04)
  • [35] Toward the Internet of Medical Things: Architecture, trends and challenges
    Niu, Qinwang
    Li, Haoyue
    Liu, Yu
    Qin, Zhibo
    Zhang, Li-bo
    Chen, Junxin
    Lyu, Zhihan
    MATHEMATICAL BIOSCIENCES AND ENGINEERING, 2024, 21 (01) : 650 - 678
  • [36] Experience-Oriented Intelligence for Internet of Things
    Zhang, Haoxi
    Li, Fei
    Wang, Juan
    Wang, Zuli
    Sanin, Cesar
    Szczerbicki, Edward
    CYBERNETICS AND SYSTEMS, 2017, 48 (03) : 162 - 181
  • [37] Industrial Internet: Architecture, characteristics and implementation challenges
    Rakas, Slavica Bostjancic
    Timcenko, Valentina
    Kabovic, Milenko
    Kabovic, Anka
    2021 20TH INTERNATIONAL SYMPOSIUM INFOTEH-JAHORINA (INFOTEH), 2020,
  • [38] Security in Internet of Things: issues, challenges, taxonomy, and architecture
    Adat, Vipindev
    Gupta, B. B.
    TELECOMMUNICATION SYSTEMS, 2018, 67 (03) : 423 - 441
  • [39] Research on key technologies of data security and privacy protection in Internet of Things group intelligence
    Liu, Yadong
    Hua, Yahui
    Chen, Qingrong
    OPTICAL AND QUANTUM ELECTRONICS, 2024, 56 (01)
  • [40] Industrial Internet of Things-Based Collaborative Sensing Intelligence: Framework and Research Challenges
    Chen, Yuanfang
    Lee, Gyu Myoung
    Shu, Lei
    Crespi, Noel
    SENSORS, 2016, 16 (02):