Design and optimization of molten salt reactor monitoring system based on digital twin technology

被引:3
|
作者
Liu, Wenqian [1 ,2 ]
Han, Lifeng [1 ]
Huang, Li [1 ]
机构
[1] Chinese Acad Sci, Shanghai Inst Appl Phys, Shanghai, Peoples R China
[2] Univ Chinese Acad Sci, Beijing, Peoples R China
关键词
digital twin; EPICS; monitoring system; PID neural network; TMSR;
D O I
10.1515/kern-2022-0055
中图分类号
TL [原子能技术]; O571 [原子核物理学];
学科分类号
0827 ; 082701 ;
摘要
The nuclear power industry is developing rapidly toward intelligence and scale, the digital twin was combined with the industrial interconnection technology to solve the key problems in the application of the digital twin, such as the three-dimensional model presentation, real-time data docking, and the improvement of intelligence degree. Based on the example of Thorium Molten Salt Reactor-Solid Fuel (TMSR-SF0). Firstly, the three-dimensional twin of nuclear power equipment is constructed and the real-time update of twin data is realized based on the Node-EPICS event driver and Websocket communication protocol; Then, the communication interface with MySQL database is developed to realize the storage and management of data; Finally, the PID control system of molten salt circuit pipeline is integrated with back propagation neural network algorithm, and the efficiency and precision of temperature control system are improved by self-modification of weight. The results show that this system has the functions of three-dimensional display, network communication, data storage, and parameter optimization, and the data update cycle is raised to 100 ms, which can provide a certain reference value for the digital transformation of the nuclear monitoring field.
引用
收藏
页码:651 / 660
页数:10
相关论文
共 50 条
  • [21] STRESS ANALYSIS AND OPTIMUM DESIGN OF THE HEAT TRANSPORT SYSTEM AT MOLTEN SALT REACTOR
    Zhang, Xiaochun
    Wang, Xiao
    Gong, Wei
    Fu, Yuan
    ASME PRESSURE VESSELS AND PIPING CONFERENCE - 2015, VOL 3, 2015,
  • [22] Design of Railway Disaster Prevention Monitoring Simulation System Based on Digital Twin and MBSE
    Ma X.
    Wang X.
    Jia L.
    Li S.
    Zhongguo Tiedao Kexue/China Railway Science, 2024, 45 (03): : 168 - 181
  • [23] Design of Digital Twin System for DC Contactor Condition Monitoring
    Zhang, Bo
    Zhang, Miao
    Dong, Ting
    Lu, Mingquan
    Li, Haitao
    IEEE TRANSACTIONS ON INDUSTRY APPLICATIONS, 2023, 59 (04) : 3904 - 3909
  • [24] Reliability analysis and optimization of core fuel salt emergency drain system for the molten salt reactor experiment
    Liang R.
    Sun L.
    Jiao X.
    Wang C.
    Yang Q.
    Yu X.
    He Jishu/Nuclear Techniques, 2023, 46 (03):
  • [25] Design and Optimization of a Novel Microchannel Battery Thermal Management System Based on Digital Twin
    Xu, Ziming
    Xu, Jun
    Guo, Zhechen
    Wang, Haitao
    Sun, Zheng
    Mei, Xuesong
    ENERGIES, 2022, 15 (04)
  • [26] Study on the cantilever ratio optimization of high-temperature molten salt pump for molten salt reactor based on structural integrity
    Shen, Xing-Chao
    Fu, Yuan
    Zhang, Jian-Yu
    Yang, Jin
    Li, Zhi-Jun
    NUCLEAR ENGINEERING AND TECHNOLOGY, 2024, 56 (09) : 3730 - 3739
  • [27] Conceptual design of Indian molten salt breeder reactor
    Vijayan, P. K.
    Basak, A.
    Dulera, I. V.
    Vaze, K. K.
    Basu, S.
    Sinha, R. K.
    PRAMANA-JOURNAL OF PHYSICS, 2015, 85 (03): : 539 - 554
  • [28] Optimization of energy acquisition system in smart grid based on artificial intelligence and digital twin technology
    Jing, Zhen
    Wang, Qing
    Chen, Zhiru
    Cao, Tong
    Zhang, Kun
    Energy Informatics, 2024, 7 (01)
  • [29] PRIMARY SHIELDING DESIGN FOR AN OPTIMIZED MOLTEN SALT REACTOR
    Zhang, Zhihong
    Xia, Xiaobin
    Wang, Jianhua
    Li, Changyuan
    PROCEEDINGS OF THE 21ST INTERNATIONAL CONFERENCE ON NUCLEAR ENGINEERING - 2013, VOL 1, 2014,
  • [30] Conceptual design of Indian molten salt breeder reactor
    P K VIJAYAN
    A BASAK
    I V DULERA
    K K VAZE
    S BASU
    R K SINHA
    Pramana, 2015, 85 : 539 - 554