Physics-Enhanced Graph Neural Networks for Soft Sensing in Industrial Internet of Things

被引:0
|
作者
Faghih Niresi, Keivan [1 ]
Bissig, Hugo [2 ]
Baumann, Henri [2 ]
Fink, Olga [1 ]
机构
[1] EPFL, Intelligent Maintenance and Operations Systems Laboratory, Lausanne,1015, Switzerland
[2] Swiss Federal Institute of Metrology, Department of Metrology in Physics, Bern,3003, Switzerland
关键词
Compendex;
D O I
10.1109/JIOT.2024.3434732
中图分类号
学科分类号
摘要
Predictive maintenance
引用
下载
收藏
页码:34978 / 34990
相关论文
共 50 条
  • [21] From Industrial Wireless Sensor Networks to Industrial Internet of Things
    Gidlund, Mikael
    Han, Song
    Sisinni, Emiliano
    Saifullah, Abusayeed
    Jennehag, Ulf
    IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2018, 14 (05) : 2194 - 2198
  • [22] Multi-frequency acoustic hologram generation with a physics-enhanced deep neural network
    Lin, Qin
    Zhang, Rujun
    Cai, Feiyan
    Chen, Yanyi
    Ye, Jinwei
    Wang, Jinping
    Zheng, Hairong
    Zhang, Huailing
    ULTRASONICS, 2023, 132
  • [23] Physics-Inspired Graph Neural Networks
    Bronstein, Michael
    MACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES: APPLIED DATA SCIENCE AND DEMO TRACK, ECML PKDD 2023, PT VII, 2023, 14175
  • [24] Graph coloring with physics-inspired graph neural networks
    Schuetz, Martin J. A.
    Brubaker, J. Kyle
    Zhu, Zhihuai
    Katzgraber, Helmut G.
    PHYSICAL REVIEW RESEARCH, 2022, 4 (04):
  • [25] Toward Generative Adversarial Networks for the Industrial Internet of Things
    Qian, Cheng
    Yu, Wei
    Lu, Chao
    Griffith, David
    Golmie, Nada
    IEEE INTERNET OF THINGS JOURNAL, 2022, 9 (19): : 19147 - 19159
  • [26] Traffic Modeling for Industrial Internet of Things (IIoT) Networks
    Glabowski, Mariusz
    Hanczewski, Slawomir
    Stasiak, Maciej
    Weissenberg, Michal
    Zwierzykowski, Piotr
    Bai, Vito
    IMAGE PROCESSING AND COMMUNICATIONS: TECHNIQUES, ALGORITHMS AND APPLICATIONS, 2020, 1062 : 264 - 271
  • [27] Massive MIMO for Underwater Industrial Internet of Things Networks
    Lee, Byung Moo
    IEEE INTERNET OF THINGS JOURNAL, 2021, 8 (20) : 15542 - 15552
  • [28] Toward Generative Adversarial Networks for the Industrial Internet of Things
    Qian, Cheng
    Yu, Wei
    Lu, Chao
    Griffith, David
    Golmie, Nada
    IEEE Internet of Things Journal, 2022, 9 (19): : 19147 - 19159
  • [29] Facial Expression Recognition of Industrial Internet of Things by Parallel Neural Networks Combining Texture Features
    Xi, Zhenghao
    Niu, Yuhui
    Chen, Jieyu
    Kan, Xiu
    Liu, Huaping
    IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2021, 17 (04) : 2784 - 2793
  • [30] Configurable radiofrequency identification sensing breadboard for industrial Internet of Things
    Occhiuzzi, C.
    Amendola, S.
    Manzari, S.
    Caizzone, S.
    Marrocco, G.
    ELECTRONICS LETTERS, 2017, 53 (03) : 129 - 130