原子能利用领域的人工智能——存在的可能性和前景

IF 0.3 4区 物理与天体物理 Q4 PHYSICS, NUCLEAR Physics of Atomic Nuclei Pub Date : 2025-01-11 DOI:10.1134/S1063778824080222
A. V. Nikolaeva, M. A. Uvakin, S. I. Pantyushin, E. V. Sotskov, M. V. Antipov, A. L. Nikolaev, A. V. Lityshev, Yu. A. Bezrukov, O. Yu. Kavun, M. A. Bykov
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引用次数: 0

摘要

本文概述了国内外利用人工智能技术进行核设施设计、安全评估和运行的现有实践。人工智能的概念是用一种通用的方式来解释的,它涵盖了信息技术、软件和计算方法的整个范围。今天,世界各地对人工智能(AI)技术在几乎所有技术领域的应用越来越感兴趣。核能作为一个科学密集程度极高的产业,与人工智能大规模应用的领域(医学、经济金融、市场营销、设计、物流、交通分析等)相比,有其自身的特点。正确设置在核工业中使用人工智能的任务需要明确定义人工智能使用的可能性和局限性。在这项研究中,作者分析了在核反应堆的设计、安全评估和运行中使用人工智能的各个方面。主要关注的是工业发展的机会和提高技术流程的效率。给出了基于人工智能的方法在OKB Gidropress JSC活动领域的开发和测试实例。总结了人工智能作为现代信息技术的发展前景,并将其作为一个长期的发展方向。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

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Artificial Intelligence in the Field of Atomic Energy Usage—Existing Possibilities and Perspectives

The article presents an overview of the existing domestic and foreign practices of using artificial intelligence technologies for designing, safety assessment, and operation of nuclear facilities. The concept of artificial intelligence is interpreted in a general way, covering a whole range of information technologies and software and computational methods. Today, there is a growing interest around the world in the use of artificial intelligence (AI) technology in almost all technological areas. Nuclear energy, as an extremely science-intensive industry, has its own characteristics compared to the areas of mass application of AI (medicine, economics and finance, marketing, design, logistics, traffic analysis, etc.). The correct setting of tasks for the use of AI in the nuclear industry requires a clear definition of the possibilities and limitations of the use of AI. In this study, the authors analyze various aspects of the use of AI for designing, safety assessment, and operation of nuclear reactors. The main attention is paid to the opportunities for the development of the industry and improving the efficiency of technological processes. Examples of the development and testing of methods based on AI in the field of activity of OKB Gidropress JSC are given. Conclusions are drawn about the promising areas of using AI as a modern information technology, and as a development direction for the long term.

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来源期刊
Physics of Atomic Nuclei
Physics of Atomic Nuclei 物理-物理:核物理
CiteScore
0.60
自引率
25.00%
发文量
56
审稿时长
3-6 weeks
期刊介绍: Physics of Atomic Nuclei is a journal that covers experimental and theoretical studies of nuclear physics: nuclear structure, spectra, and properties; radiation, fission, and nuclear reactions induced by photons, leptons, hadrons, and nuclei; fundamental interactions and symmetries; hadrons (with light, strange, charm, and bottom quarks); particle collisions at high and superhigh energies; gauge and unified quantum field theories, quark models, supersymmetry and supergravity, astrophysics and cosmology.
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