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使用夏比V型缺口冲击试验的核反应堆结构材料综合韧性数据集

Comprehensive Toughness Dataset of Nuclear Reactor Structural Materials using Charpy V-Notch Impact Testing.

作者信息

Lee Isshu, Merickel John W, Sreenivasulu Yugandhar Kasala, Xu Fei, Tang Yalei, Rittenhouse Joshua E, Vakanski Aleksandar, Song Rongjie

机构信息

Idaho National Laboratory, Idaho Falls, ID, USA.

Department of Computer Science, University of Idaho, Moscow, ID, USA.

出版信息

Sci Data. 2025 Apr 1;12(1):543. doi: 10.1038/s41597-025-04823-1.

Abstract

Reactor pressure vessel (RPV) steels are critical for maintaining the structural integrity and safety of nuclear reactors, designed to endure extreme conditions over prolonged operational lifetimes. Evaluating the mechanical properties of RPV steels frequently involves tests with sub-sized specimens, due to size constraints associated with irradiated materials. However, the reduced specimen dimensions introduce a size effect that alters material behavior and requires correlating the test results to full-sized specimens. Although numerous correlation methods have been previously proposed, they are typically applicable to specific test conditions. To address these challenges, this study introduces a public dataset of 4,961 Charpy impact test records for RPV steels. The dataset was compiled through a comprehensive literature review and incorporates data from 109 peer-reviewed publications. It provides detailed information on material composition, manufacturing treatments, specimen dimensions, testing conditions, and test results. The primary objective of the dataset is to advance the understanding of specimen size effect in Charpy impact testing, and support studies for validating existing methods and developing data-driven approaches for test results correlation.

摘要

反应堆压力容器(RPV)钢对于维持核反应堆的结构完整性和安全性至关重要,其设计目的是在长期运行寿命中承受极端条件。由于与辐照材料相关的尺寸限制,评估RPV钢的力学性能经常涉及使用小尺寸试样进行测试。然而,减小的试样尺寸会引入尺寸效应,改变材料行为,并且需要将测试结果与全尺寸试样相关联。尽管此前已经提出了许多关联方法,但它们通常适用于特定的测试条件。为应对这些挑战,本研究引入了一个包含4961条RPV钢夏比冲击试验记录的公共数据集。该数据集是通过全面的文献综述汇编而成的,纳入了来自109篇同行评审出版物的数据。它提供了有关材料成分、制造处理、试样尺寸、测试条件和测试结果的详细信息。该数据集的主要目标是增进对夏比冲击试验中试样尺寸效应的理解,并支持验证现有方法以及开发用于测试结果关联的数据驱动方法的研究。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/322d/11961680/d3e5a7fb5707/41597_2025_4823_Fig1_HTML.jpg

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