基于数字孪生技术的熔盐堆监测系统设计与优化

IF 0.4 4区 工程技术 Q4 NUCLEAR SCIENCE & TECHNOLOGY
Kerntechnik Pub Date : 2022-11-22 DOI:10.1515/kern-2022-0055
Wen-qing Liu, Lifeng Han, Li Huang
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引用次数: 1

摘要

摘要在核电工业向智能化、规模化快速发展的背景下,将数字孪生技术与工业互联技术相结合,解决了数字孪生技术应用中的三维模型呈现、实时数据对接、智能化程度提升等关键问题。以钍熔盐堆-固体燃料(TMSR-SF0)为例。首先,基于Node-EPICS事件驱动和Websocket通信协议,构建了核电设备的三维孪生体,实现了孪生体数据的实时更新;然后,开发了与MySQL数据库的通信接口,实现了数据的存储和管理;最后,将熔盐回路管路的PID控制系统与反向传播神经网络算法相结合,通过权值的自修正来提高温度控制系统的效率和精度。结果表明,该系统具有三维显示、网络通信、数据存储、参数优化等功能,数据更新周期提高到100 ms,可为核监测领域的数字化转型提供一定的参考价值。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Design and optimization of molten salt reactor monitoring system based on digital twin technology
Abstract 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.
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来源期刊
Kerntechnik
Kerntechnik 工程技术-核科学技术
CiteScore
0.90
自引率
20.00%
发文量
72
审稿时长
6-12 weeks
期刊介绍: Kerntechnik is an independent journal for nuclear engineering (including design, operation, safety and economics of nuclear power stations, research reactors and simulators), energy systems, radiation (ionizing radiation in industry, medicine and research) and radiological protection (biological effects of ionizing radiation, the system of protection for occupational, medical and public exposures, the assessment of doses, operational protection and safety programs, management of radioactive wastes, decommissioning and regulatory requirements).
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