Online autonomous calibration of digital twins using machine learning with application to nuclear power plants

被引：0
|
作者：
Song, Houde [1 ]
Song, Meiqi [2 ]
Liu, Xiaojing [1 ]
机构：
[1] School of Nuclear Science and Engineering, Shanghai Jiao Tong University, Dong Chuan Road 800, Shanghai,200240, China
[2] College of Smart Energy, Shanghai Jiao Tong University, Jian Chuan Road 665, Shanghai,200240, China
来源：
Applied Energy | 2022年 / 326卷
关键词：
Database systems - E-learning - Errors - K-means clustering - Machine learning - Nuclear energy - Nuclear fuels - Nuclear power plants - Steam generators;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
引用
收藏
相关论文
共 50 条
  • [1] Online autonomous calibration of digital twins using machine learning with application to nuclear power plants
    Song, Houde
    Song, Meiqi
    Liu, Xiaojing
    APPLIED ENERGY, 2022, 326
  • [2] Cyber threat assessment of machine learning driven autonomous control systems of nuclear power plants
    Yockey, Patience
    Erickson, Anna
    Spirito, Christopher
    PROGRESS IN NUCLEAR ENERGY, 2023, 166
  • [3] APPLICATION OF DIGITAL COMPUTER SYSTEMS IN NUCLEAR POWER PLANTS
    BEVILACQUA, F
    YUILE, EA
    IEEE TRANSACTIONS ON NUCLEAR SCIENCE, 1969, NS16 (01) : 196 - +
  • [4] Application of Machine Learning and Deep Learning Techniques for Corrosion and Cracks Detection in Nuclear Power Plants: A Review
    Allah, Malik Al-Abed
    Toor, Ihsan Ulhaq
    Shams, Afaque
    Siddiqui, Osman K.
    ARABIAN JOURNAL FOR SCIENCE AND ENGINEERING, 2025, 50 (05) : 3017 - 3045
  • [5] Application of Machine Learning and Deep Learning Techniques for Corrosion and Cracks Detection in Nuclear Power Plants: A Review
    Allah, Malik Al-Abed
    Toor, Ihsan Ulhaq
    Shams, Afaque
    Siddiqui, Osman K.
    ARABIAN JOURNAL FOR SCIENCE AND ENGINEERING, 2025, 50 (05) : 3017 - 3045
  • [6] Machine Learning based calibration SDR in Digital Twin application
    Leiras, Valdemar
    Dixe, Sandra
    Azevedo, L. Filipe
    Dias, Sergio
    Faria, Sergio
    Fonseca, Jaime C.
    Moreira, Antonio H. J.
    Borges, Joao
    5TH INTERNATIONAL CONFERENCE ON INDUSTRY 4.0 AND SMART MANUFACTURING, ISM 2023, 2024, 232 : 2321 - 2333
  • [7] UNSUPERVISED LEARNING METHODOLOGY: APPLICATION TO NUCLEAR POWER PLANTS
    Mourot, G.
    Kratz, F.
    Heraud, N.
    APPLIED STOCHASTIC MODELS IN BUSINESS AND INDUSTRY, 1993, 9 (02) : 163 - 175
  • [8] Power Management of Autonomous Drones using Machine Learning
    Sood, Kanika
    Mahto, Rakeshkumar
    Shah, Harlik
    Murrell, Austin
    2021 IEEE CONFERENCE ON TECHNOLOGIES FOR SUSTAINABILITY (SUSTECH2021), 2021,
  • [9] Online Black-Box Modeling for the IoT Digital Twins Through Machine Learning
    Carotenuto, Riccardo
    Merenda, Massimo
    Corte, Francesco G. Della
    Iero, Demetrio
    IEEE ACCESS, 2023, 11 : 48158 - 48168
  • [10] Detecting Defects in Sequential Inputs to Digital Twins Using Machine Learning
    Brown, Nathaniel
    Simske, Steven
    IEEE Open Journal of Systems Engineering, 2024, 2 : 179 - 189
12345