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Integral experiment on slab^(nat)Pb using D-T and D-D neutron sources to validate evaluated nuclear data
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作者 Kuo-Zhi Xu Yang-Bo Nie +6 位作者 Chang-Lin Lan Yan-Yan Ding Shi-Yu Zhang Qi Zhao Xin-Yi Pan Jie Ren Xi-Chao Ruan 《Nuclear Science and Techniques》 2025年第3期119-133,共15页
Lead(Pb)plays a significant role in the nuclear industry and is extensively used in radiation shielding,radiation protection,neutron moderation,radiation measurements,and various other critical functions.Consequently,... Lead(Pb)plays a significant role in the nuclear industry and is extensively used in radiation shielding,radiation protection,neutron moderation,radiation measurements,and various other critical functions.Consequently,the measurement and evaluation of Pb nuclear data are highly regarded in nuclear scientific research,emphasizing its crucial role in the field.Using the time-of-flight(ToF)method,the neutron leakage spectra from three^(nat)Pb samples were measured at 60°and 120°based on the neutronics integral experimental facility at the China Institute of Atomic Energy(CIAE).The^(nat)Pb sample sizes were30 cm×30 cm×5 cm,30 cm×30 cm×10 cm,and 30 cm×30 cm×15 cm.Neutron sources were generated by the Cockcroft-Walton accelerator,producing approximately 14.5 MeV and 3.5 MeV neutrons through the T(d,n)^(4)He and D(d,n)^(3)He reactions,respectively.Leakage neutron spectra were also calculated by employing the Monte Carlo code of MCNP-4C,and the nuclear data of Pb isotopes from four libraries:CENDL-3.2,JEFF-3.3,JENDL-5,and ENDF/B-Ⅷ.0 were used individually.By comparing the simulation and experimental results,improvements and deficiencies in the evaluated nuclear data of the Pb isotopes were analyzed.Most of the calculated results were consistent with the experimental results;however,a few areas did not fit well.In the(n,el)energy range,the simulated results from CENDL-3.2 were significantly overestimated;in the(n,inl)D and the(n,inl)C energy regions,the results from CENDL-3.2 and ENDF/B-Ⅷ.0 were significantly overestimated at 120°,and the results from JENDL-5 and JEFF-3.3 are underestimated at 60°in the(n,inl)D energy region.The calculated spectra were analyzed by comparing them with the experimental spectra in terms of the neutron spectrum shape and C/E values.The results indicate that the theoretical simulations,using different data libraries,overestimated or underestimated the measured values in certain energy ranges.Secondary neutron energies and angular distributions in the data files have been presented to explain these discrepancies. 展开更多
关键词 Integral experiment Neutron leakage spectra ^(nat)Pb D-T and D-D neutron sources Evaluated nuclear data
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Iterative Bayesian Monte Carlo for nuclear data evaluation 被引量:7
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作者 Erwin Alhassan Dimitri Rochman +3 位作者 Alexander Vasiliev Mathieu Hursin Arjan JKoning Hakim Ferroukhi 《Nuclear Science and Techniques》 SCIE EI CAS CSCD 2022年第4期105-135,共31页
In this work,we explore the use of an iterative Bayesian Monte Carlo(iBMC)method for nuclear data evaluation within a TALYS Evaluated Nuclear Data Library(TENDL)framework.The goal is to probe the model and parameter s... In this work,we explore the use of an iterative Bayesian Monte Carlo(iBMC)method for nuclear data evaluation within a TALYS Evaluated Nuclear Data Library(TENDL)framework.The goal is to probe the model and parameter space of the TALYS code system to find the optimal model and parameter sets that reproduces selected experimental data.The method involves the simultaneous variation of many nuclear reaction models as well as their parameters included in the TALYS code.The‘best’model set with its parameter set was obtained by comparing model calculations with selected experimental data.Three experimental data types were used:(1)reaction cross sections,(2)residual production cross sections,and(3)the elastic angular distributions.To improve our fit to experimental data,we update our‘best’parameter set—the file that maximizes the likelihood function—in an iterative fashion.Convergence was determined by monitoring the evolution of the maximum likelihood estimate(MLE)values and was considered reached when the relative change in the MLE for the last two iterations was within 5%.Once the final‘best’file is identified,we infer parameter uncertainties and covariance information to this file by varying model parameters around this file.In this way,we ensured that the parameter distributions are centered on our evaluation.The proposed method was applied to the evaluation of p+^(59)Co between 1 and 100 MeV.Finally,the adjusted files were compared with experimental data from the EXFOR database as well as with evaluations from the TENDL-2019,JENDL/He-2007 and JENDL-4.0/HE nuclear data libraries. 展开更多
关键词 Iterative Bayesian Monte Carlo(iBMC) nuclear reaction models Model parameters ADJUSTMENTS Bayesian calibration nuclear data TALYS
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k_(eff)uncertainty quantification and analysis due to nuclear data during the full lifetime burnup calculation for a small-sized prismatic high temperature gas-cooled reactor 被引量:5
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作者 Rong-Rui Yang Yuan Yuan +2 位作者 Chen Hao Ji Ma Guang-Hao Liu 《Nuclear Science and Techniques》 SCIE EI CAS CSCD 2021年第11期105-118,共14页
To benefit from recent advances in modeling and computational algorithms,as well as the availability of new covariance data,sensitivity and uncertainty analyses are needed to quantify the impact of uncertain sources o... To benefit from recent advances in modeling and computational algorithms,as well as the availability of new covariance data,sensitivity and uncertainty analyses are needed to quantify the impact of uncertain sources on the design parameters of small prismatic high-temperature gascooled reactors(HTGRs).In particular,the contribution of nuclear data to the k_(eff)uncertainty is an important part of the uncertainty analysis of small-sized HTGR physical calculations.In this study,a small-sized HTGR designed by China Nuclear Power Engineering Co.,Ltd.was selected for k_(eff)uncertainty analysis during full lifetime burnup calculations.Models of the cold zero power(CZP)condition and full lifetime burnup process were constructed using the Reactor Monte Carlo Code RMC for neutron transport calculation,depletion calculation,and sensitivity and uncertainty analysis.For the sensitivity analysis,the Contribution-Linked eigenvalue sensitivity/Uncertainty estimation via Track length importance Characterization(CLUTCH)method was applied to obtain sensitive information,and the "sandwich" method was used to quantify the k_(eff)uncertainty.We also compared the k_(eff)uncertainties to other typical reactors.Our results show that ^(235)U is the largest contributor to k_(eff)uncertainty for both the CZP and depletion conditions,while the contribution of ^(239)Pu is not very significant because of the design of low discharge burnup.It is worth noting that the radioactive capture reaction of ^(28)Si significantly contributes to the k_(eff)uncertainty owing to its specific fuel design.However,the k_(eff)uncertainty during the full lifetime depletion process was relatively stable,only increasing by 1.12%owing to the low discharge burnup design of small-sized HTGRs.These numerical results are beneficial for neutronics design and core parameters optimization in further uncertainty propagation and quantification study for small-sized HTGR. 展开更多
关键词 Small-sized HTGR SU analysis nuclear data BURNUP
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Benchmark experiment on slab^(238)U with D-T neutrons for validation of evaluated nuclear data 被引量:4
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作者 Yan-Yan Ding Yang-Bo Nie +9 位作者 Yue Zhang Zhi-Jie Hu Qi Zhao Huan-Yu Zhang Kuo-Zhi Xu Shi-Yu Zhang Xin-Yi Pan Chang-Lin Lan Jie Ren Xi-Chao Ruan 《Nuclear Science and Techniques》 SCIE EI CAS CSCD 2024年第2期145-159,共15页
A benchmark experiment on^(238)U slab samples was conducted using a deuterium-tritium neutron source at the China Institute of Atomic Energy.The leakage neutron spectra within energy levels of 0.8-16 MeV at 60°an... A benchmark experiment on^(238)U slab samples was conducted using a deuterium-tritium neutron source at the China Institute of Atomic Energy.The leakage neutron spectra within energy levels of 0.8-16 MeV at 60°and 120°were measured using the time-of-flight method.The samples were prepared as rectangular slabs with a 30 cm square base and thicknesses of 3,6,and 9 cm.The leakage neutron spectra were also calculated using the MCNP-4C program based on the latest evaluated files of^(238)U evaluated neutron data from CENDL-3.2,ENDF/B-Ⅷ.0,JENDL-5.0,and JEFF-3.3.Based on the comparison,the deficiencies and improvements in^(238)U evaluated nuclear data were analyzed.The results showed the following.(1)The calculated results for CENDL-3.2 significantly overestimated the measurements in the energy interval of elastic scattering at 60°and 120°.(2)The calculated results of CENDL-3.2 overestimated the measurements in the energy interval of inelastic scattering at 120°.(3)The calculated results for CENDL-3.2 significantly overestimated the measurements in the 3-8.5 MeV energy interval at 60°and 120°.(4)The calculated results with JENDL-5.0 were generally consistent with the measurement results. 展开更多
关键词 Leakage neutron spectra URANIUM D-T neutron source Evaluated nuclear data
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Bayesian model averaging(BMA)for nuclear data evaluation 被引量:2
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作者 E.Alhassan D.Rochman +1 位作者 G.Schnabel A.J.Koning 《Nuclear Science and Techniques》 SCIE EI CAS CSCD 2024年第11期193-218,共26页
To ensure agreement between theoretical calculations and experimental data,parameters to selected nuclear physics models are perturbed and fine-tuned in nuclear data evaluations.This approach assumes that the chosen s... To ensure agreement between theoretical calculations and experimental data,parameters to selected nuclear physics models are perturbed and fine-tuned in nuclear data evaluations.This approach assumes that the chosen set of models accurately represents the‘true’distribution of considered observables.Furthermore,the models are chosen globally,indicating their applicability across the entire energy range of interest.However,this approach overlooks uncertainties inherent in the models themselves.In this work,we propose that instead of selecting globally a winning model set and proceeding with it as if it was the‘true’model set,we,instead,take a weighted average over multiple models within a Bayesian model averaging(BMA)framework,each weighted by its posterior probability.The method involves executing a set of TALYS calculations by randomly varying multiple nuclear physics models and their parameters to yield a vector of calculated observables.Next,computed likelihood function values at each incident energy point were then combined with the prior distributions to obtain updated posterior distributions for selected cross sections and the elastic angular distributions.As the cross sections and elastic angular distributions were updated locally on a per-energy-point basis,the approach typically results in discontinuities or“kinks”in the cross section curves,and these were addressed using spline interpolation.The proposed BMA method was applied to the evaluation of proton-induced reactions on ^(58)Ni between 1 and 100 MeV.The results demonstrated a favorable comparison with experimental data as well as with the TENDL-2023 evaluation. 展开更多
关键词 Bayesian model averaging(BMA) nuclear data nuclear reaction models Model parameters TALYS code system Covariances
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Recent progress in nuclear data measurement for ADS at IMP 被引量:5
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作者 Zhi-Qiang Chen 《Nuclear Science and Techniques》 SCIE CAS CSCD 2017年第12期269-278,共10页
Recent progress in nuclear data measurement for ADS at Institute of Modern Physics is reviewed briefly.Based on the cooler storage ring of the Heavy Ion Research Facility in Lanzhou, nuclear data terminal was establis... Recent progress in nuclear data measurement for ADS at Institute of Modern Physics is reviewed briefly.Based on the cooler storage ring of the Heavy Ion Research Facility in Lanzhou, nuclear data terminal was established.The nuclear data measurement facility for the ADS spallation target has been constructed, which provides a very important platform for the experimental measurements of spallation reactions. A number of experiments have been conducted in the nuclear data terminal. A Neutron Time-of-Flight(NTOF)spectrometer was developed for the study of neutron production from spallation reactions related to the ADS project.The experiments of 400 MeV/u ^(16)O bombarded on a tungsten target were presented using a NTOF spectrometer.Neutron yields for 250 MeV protons incident on a thick grain-made tungsten target and a thick solid lead target have been measured using the water-bath neutron activation method. Spallation residual productions were studied by bombarding W and Pb targets with a 250 MeV proton beam using the neutron activation method. Benchmarking of evaluated nuclear data libraries was performed for D-T neutrons on ADS relevant materials by using the benchmark experimental facility at the China Institute of Atomic Energy. 展开更多
关键词 Accelerator-driven systems nuclear data MEASUREMENT Neutron TIME-OF-FLIGHT spectrometer Integral experiment Evaluated nuclear data
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Development of a 1200 fine group nuclear data library for advanced nuclear systems
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作者 Jun Zou Lei-Ming Shang +1 位作者 Fang Wang Li-Juan Hao 《Nuclear Science and Techniques》 SCIE CAS CSCD 2017年第5期48-52,共5页
Accurate and reliable nuclear data libraries are essential for calculation and design of advanced nuclea systems. A 1200 fine group nuclear data library Hybrid Evaluated Nuclear Data Library/Fine Group(HENDL/FG with n... Accurate and reliable nuclear data libraries are essential for calculation and design of advanced nuclea systems. A 1200 fine group nuclear data library Hybrid Evaluated Nuclear Data Library/Fine Group(HENDL/FG with neutrons of up to 150 Me V has been developed to improve the accuracy of neutronics calculations and anal ysis. Corrections of Doppler, resonance self-shielding, and thermal upscatter effects were done for HENDL/FG Shielding and critical safety benchmarks were performed to test the accuracy and reliability of the library. The dis crepancy between calculated and measured nuclea parameters fell into a reasonable range. 展开更多
关键词 ADVANCED nuclear system FINE GROUP nuclear data LIBRARY Effective MULTIPLICATION factor
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Neutron nuclear data evaluation of actinide nuclei for CENDL-3.1 被引量:1
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作者 陈国长 曹文田 +3 位作者 于保生 唐国有 施兆民 陶曦 《Chinese Physics C》 SCIE CAS CSCD 2012年第9期823-826,共4页
New evaluations for several actinide nuclei of the third version of Chinese Evaluated Nuclear Data Library for Neutron Reaction Data (CENDL-3.1) have been completed and released. The evaluation is for all neutron in... New evaluations for several actinide nuclei of the third version of Chinese Evaluated Nuclear Data Library for Neutron Reaction Data (CENDL-3.1) have been completed and released. The evaluation is for all neutron induced reactions with uranium, neptunium, plutonium and americium in the mass range A-232-241, 236 239, 236-246 and 240-244, respectively, and cover the incident neutron energy up to 20 MeV. In the present evaluation, much more effort was devoted to improving the reliability of the evaluated nuclear data for available new measured data, especially scarce or absent experimental data. A general description for the evaluation of several actinides' data is presented. 展开更多
关键词 actinide nuclear data EVALUATION CENDL NEUTRON
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DATA IN THE APPLICATION OF NUCLEAR TECHNIQUES
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作者 Angela Li Scholz 《Nuclear Science and Techniques》 SCIE CAS CSCD 1990年第Z1期10-13,共4页
Beginning from the proposition that availability of reliable data is necessary to the application of nuclear techniques, we explore the questions of how such data are obtained and how the extent of their reliability i... Beginning from the proposition that availability of reliable data is necessary to the application of nuclear techniques, we explore the questions of how such data are obtained and how the extent of their reliability is ascertained. These questions are considered first in general terms in relation to data types and organizational frameworks, then with particular reference to the journal Atomic Data and Nuclear Data Tables. The reliability issue is further discussed in terms of this journal’s policies and unique presentation style. 展开更多
关键词 nuclear TECHNIQUE ATOMIC data nuclear data
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The Method of Data Access for Nuclear Instrument Based on Linked List
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作者 Zhi Liu Rui Li +2 位作者 Hong Huang Yi Cheng Xiaoping Yu 《Journal of Computer and Communications》 2016年第7期1-6,共6页
A new method of data access which can effectively resolve the problem of high speed and real time reading data of nuclear instrument in small storage space is introduced. This method applies the data storage mode of ... A new method of data access which can effectively resolve the problem of high speed and real time reading data of nuclear instrument in small storage space is introduced. This method applies the data storage mode of “linked list” to the system of Micro Control Unit (MCU), and realizes the pointer access of nuclear data on the small storage space of MCU. Experimental results show that this method can solve some problems of traditional data storage method, which has the advantages of simple program design, stable performance, accurate data, strong repeatability, saving storage space and so on. 展开更多
关键词 Linked List data Storage Method nuclear Instrument
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Advantages and disadvantages of nuclear reactions used in reactors or cyclotrons,in addition to a theoretical study based on photodisintegration on natural indium for^(111)Ag production 被引量:1
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作者 Khaled M.El-Azony Nader M.A.Mohamed Dalal A.Aloraini 《Nuclear Science and Techniques》 SCIE EI CAS CSCD 2022年第2期1-13,共13页
Production routes were recorded on available reactions for^(111)Ag production from nuclear reactors or cyclotrons using a natural palladium target based on^(110)Pd(n,γ)and^(110)pd(d,n)reactions,respectively.^(nat)Cd(... Production routes were recorded on available reactions for^(111)Ag production from nuclear reactors or cyclotrons using a natural palladium target based on^(110)Pd(n,γ)and^(110)pd(d,n)reactions,respectively.^(nat)Cd(γ,x)based on^(110)Cd(γ,p)has also been studied as a prospective reaction for the production of^(111)Ag.Unfortunately,these nuclear reactions are difficult to utilize because,in some cases,they reduce the specific activity of^(111)Ag.This is a consequence of the stable silver isotopes produced in high concentrations.These isotopes include^(107,109)Ag and,in other cases,the high impurity of silver radioisotopes,such as^(110)m,^(106)m,^(105)Ag,that are produced during parallel nuclear reactions.Due to a scarcity of data regarding the(γ,α)reaction,the gamma reaction on natural indium for^(111)Ag production based on the^(115)In(γ,α)reaction was calculated.The ^(nat)In(γ,α)reaction satisfies the criteria as a possible reaction to produce^(111)Ag with a sufficient yield and purity as consequence of the high^(115)In(95.7%)abundance as an enriched form and a relatively soft background caused by the parallel nuclear reactions. 展开更多
关键词 Silver-111 nuclear data Natural cadmium Natural palladium Natural indium
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核结构数据现代化:提升评价效率与可用性
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作者 张一怒 罗皓天 +4 位作者 袁岑溪 李珂乐 李至奕 黄一鸣 蔡博帅 《物理学报》 北大核心 2026年第2期222-237,共16页
评价核结构数据库(Evaluated Nuclear Structure Data File,ENSDF)作为核物理领域的核心数据资源,正面临数据量快速增长与传统格式僵化带来的挑战.本文旨在系统探讨ENSDF的现代化进程,深入分析其原始数据格式的历史局限性,并综述国际核... 评价核结构数据库(Evaluated Nuclear Structure Data File,ENSDF)作为核物理领域的核心数据资源,正面临数据量快速增长与传统格式僵化带来的挑战.本文旨在系统探讨ENSDF的现代化进程,深入分析其原始数据格式的历史局限性,并综述国际核数据中心在数据结构现代化方面的主要努力.文中重点介绍了JSON、面向对象数据库及机器学习方法在核数据评价中的应用,以及NuDat网络接口如何借助现代可视化技术实现数据的高效交互与传播.此外,本文还介绍了中国核数据团队在该领域的自主探索与实践,特别是中山大学核数据团队在借鉴国际经验的基础上,建立了本地化的原子核数据可视化查询系统.基于这一框架,本文进一步结合JSON化的核结构与衰变数据,利用随机森林方法对超重核多种衰变模式的半衰期进行了系统建模与预测.结果表明,该模型在捕捉非线性关联、修正经验公式残差及识别主衰变模式方面具有显著优势,与实验数据的一致率达92.2%,预测与实验半衰期均方根误差平均降低超过50%.研究结果显示,现代化核结构数据库为人工智能在核物理领域的深入应用奠定了基础,为我国核科学研究提供了坚实的数据支撑,并体现了我国在核数据基础设施建设方面的自主创新能力. 展开更多
关键词 核数据 可视化界面 机器学习 衰变
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Integral Data Test of HENDL1.0/MG with Neutronics Shielding Experiments (Ⅱ)
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作者 高纯静 许德政 +2 位作者 李静惊 吴宜灿 邓铁如 《Plasma Science and Technology》 SCIE EI CAS CSCD 2004年第6期2596-2600,共5页
The multi-group working nuclear data library HENDL1.0/MG is numerically tested with a series of existent benchmark spherical shell experiments (Si, Cr, Fe, Cu, Zr and Nb) by calculations using the multi-functional neu... The multi-group working nuclear data library HENDL1.0/MG is numerically tested with a series of existent benchmark spherical shell experiments (Si, Cr, Fe, Cu, Zr and Nb) by calculations using the multi-functional neutronics code VisualBUS. The ratio of calculated/measured neutron leakage rates and the neutron leakage spectra are presented in tabular and figural forms. The results from the calculations with the code ANISN and IAEA data library FENDL2.0/MG were also included for comparison, where the origination of the data used is different from that of HENDL1.0/MG. 展开更多
关键词 BENCHMARK nuclear data library HENDL VisualBUS
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核与空间辐射效应数据共享平台
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作者 白小燕 薛院院 +11 位作者 徐静妍 赵洪超 牛振红 张艳文 叶兵 张兴尧 廖建军 李培 郭晓强 丁李利 李俊霖 陈伟 《现代应用物理》 2026年第1期1-14,共14页
人为和天然辐射会导致电子器件和系统性能下降,严重威胁装备在辐射环境中可靠工作的能力。辐射效应数据是揭示辐射损伤规律与效应机理,开展抗辐射加固设计与评估的基础。核与空间辐射效应数据种类多样,产生过程复杂、成本代价高,涵盖核... 人为和天然辐射会导致电子器件和系统性能下降,严重威胁装备在辐射环境中可靠工作的能力。辐射效应数据是揭示辐射损伤规律与效应机理,开展抗辐射加固设计与评估的基础。核与空间辐射效应数据种类多样,产生过程复杂、成本代价高,涵盖核与空间辐射环境模拟、效应敏感参数表征、数据不确定度评定等内容,需要突破大型辐射效应试验平台构建、小信号抗干扰精确测试、辐射效应建模与仿真等关键技术,涉及器件和系统研发、效应机理研究、试验与评估等产学研用单位,具有跨行业、跨部门、学科交叉等特点,长期以来面临数据获取难、评价难、治理难、应用难等问题,严重制约了装备抗辐射加固能力提升和技术发展。本文面向装备抗辐射加固重大需求,研究建立了包括数据分类与编码、数据收集规范、数据可信度评价方法在内的一系列数据获取和治理标准,形成了系列数据获取和治理规范;建立“数据标准化与数据可信度评价”双重数据质量控制体系,失效了辐射效应数据全生命周期高质量控制;建立“分散式收集、集中式存储、多途径共享”运行机制,失效了数据安全共享和数据资源的可持续拓展;建成我国首个国家级核与空间辐射效应数据共享平台—NasDATA。该平台目前已汇集数万条详实的试验和仿真数据,所有试验数据均来源于真实辐射环境或者国内重要的大型辐射模拟装置,覆盖瞬时电离辐射、位移损伤、电离总剂量、单粒子、电磁脉冲等各类辐射效应,可为抗辐射加固设计与评估提供关键基础数据,已成功用于多型电子器件和系统抗辐射设计与评估。 展开更多
关键词 核与空间辐射效应数据 共享平台 标准规范 数据可信度 数据质量
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基于决策树算法的γ剂量率可疑数据辅助判别技术——以福清滨海核电周边小麦屿台站为例
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作者 林武辉 李月文 +4 位作者 王建平 黄亚萍 钟圣鸿 林晓东 廖建华 《海洋环境科学》 北大核心 2026年第1期13-19,共7页
γ辐射空气吸收剂量率(以下简称γ剂量率)可以快速灵敏地反映人类涉核活动,拥有长期、高频、实时、原位、在线观测等优点,已被广泛应用于各国辐射监测网络。面对我国几百个观测台站的实时海量γ剂量率数据判别需求,本研究利用Python开... γ辐射空气吸收剂量率(以下简称γ剂量率)可以快速灵敏地反映人类涉核活动,拥有长期、高频、实时、原位、在线观测等优点,已被广泛应用于各国辐射监测网络。面对我国几百个观测台站的实时海量γ剂量率数据判别需求,本研究利用Python开发了一种人工智能算法——决策树算法,以福清滨海核电周边小麦屿台站为例,将2018年和2019年的γ剂量率(17520条数据)与季风类型、潮高、降雨量等多源数据作为训练集,应用于测试集中2020年γ剂量率可疑数据辅助判别。结果表明,从8784条数据中甄别出6条可疑数据,进一步人工复核后,综合考虑降雨滞后效应和γ剂量率指数下降峰型,将决策树算法甄别出的6组“可疑数据”归类为“正常数据”,而非“异常数据”。为验证判别方法的可靠性,本研究另外选取6组高于3倍标准偏差的正常数据,开展人工复核判别,发现降雨与潮高的双重叠加效应导致γ剂量率出现较大升高,因而决策树算法将其视为“正常数据”。总之,相比传统异常数据判别方法给出的115条可疑数据,本研究创新性开发的决策树算法降低了94.8%的工作量,并可在服务器上建立分钟级的实时辅助判别技术,将来可应用于全国各地的γ剂量率实时发布系统,实现可疑数据实时预警,极大提升判别效率。针对特征机制的定量认识、训练集数据量、观测台站数量不足等问题,未来仍需进一步完善人工智能算法研发,辅助判别可疑数据,结合人工复核判别技术,更加稳健、可靠、高效地服务大数据时代下的核安全监管业务需求,为及时应对涉核舆情提供技术保障。 展开更多
关键词 核电站 人工智能 决策树 Γ剂量率 核事故 大数据
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Signal classification method based on data mining formulti-mode radar 被引量:10
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作者 qiang guo pulong nan jian wan 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2016年第5期1010-1017,共8页
For the multi-mode radar working in the modern electronicbattlefield, different working states of one single radar areprone to being classified as multiple emitters when adoptingtraditional classification methods to p... For the multi-mode radar working in the modern electronicbattlefield, different working states of one single radar areprone to being classified as multiple emitters when adoptingtraditional classification methods to process intercepted signals,which has a negative effect on signal classification. A classificationmethod based on spatial data mining is presented to address theabove challenge. Inspired by the idea of spatial data mining, theclassification method applies nuclear field to depicting the distributioninformation of pulse samples in feature space, and digs out thehidden cluster information by analyzing distribution characteristics.In addition, a membership-degree criterion to quantify the correlationamong all classes is established, which ensures classificationaccuracy of signal samples. Numerical experiments show that thepresented method can effectively prevent different working statesof multi-mode emitter from being classified as several emitters,and achieve higher classification accuracy. 展开更多
关键词 multi-mode radar signal classification data mining nuclear field cloud model membership.
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Benchmarking of JEFF-3.2, FENDL-3.0 and TENDL-2014 evaluated data for tungsten with 14.8 MeV neutrons 被引量:5
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作者 Suyalatu Zhang Yang-Bo Nie +6 位作者 Jie Ren Fei Luo Xi-Chao Ruan Zhi-Qiang Chen Rui Han Temuerbagen Bao Si-Miao Ge 《Nuclear Science and Techniques》 SCIE CAS CSCD 2017年第3期1-6,共6页
Integral experiments on tungsten slab samples were carried out on the D-T neutron source facility at China Institute of Atomic Energy. Leakage neutron spectra from the irradiated tungsten target were measured by the t... Integral experiments on tungsten slab samples were carried out on the D-T neutron source facility at China Institute of Atomic Energy. Leakage neutron spectra from the irradiated tungsten target were measured by the time-of-flight technique. Accuracy of the nuclear data for tungsten was examined by comparing the measured neutron spectra with the leakage neutron spectra simulated using the MCNP-4C code with evaluated nuclear data of the JEFF-3.2, FENDL-3.0 and TENDL-2014 libraries. The results show that the calculations with JEFF-3.2 agree well with the measurements in the whole energy range and all angles, whereas the spectra calculated with FENDL-3.0 and TENDL-2014 have some discrepancies with the experimental data. 展开更多
关键词 Integral experiment D-T NEUTRON source TIME-OF-FLIGHT technique Leakage NEUTRON spectrum Monte Carlo simulation Evaluated nuclear data
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基于核磁共振测井的致密砂岩储层孔喉参数表征新方法
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作者 金国文 麻超 +4 位作者 张仟策 谢然红 田志 孟欢 李华 《测井技术》 2026年第1期42-49,共8页
传统方法采用核磁共振测井T_(2)谱转换伪毛细管压力曲线来表征致密砂岩储层孔喉参数,为解决该方法预测精度受限、低信噪比回波数据反演不确定性大等问题,为油气勘探开发及二氧化碳地质封存等提供更精准的储层孔喉参数支撑,采用核磁共振... 传统方法采用核磁共振测井T_(2)谱转换伪毛细管压力曲线来表征致密砂岩储层孔喉参数,为解决该方法预测精度受限、低信噪比回波数据反演不确定性大等问题,为油气勘探开发及二氧化碳地质封存等提供更精准的储层孔喉参数支撑,采用核磁共振测井时域分析技术,构建3组拉普拉斯变换函数对,结合数值模拟、岩心实验与测井资料处理开展研究。研究结果表明:①从核磁共振回波数据中直接提取P_(1)、P_(2)、P_(3)共3类时域参数,避免T_(2)谱反演过程,数值模拟验证显示,该方法在信噪比30和5的条件下,特征参数计算的均方根误差均低于T_(2)域分析方法,低信噪比下优势更显著;②经岩心实验数据分析优选,P_(2)参数与平均孔喉半径、孔喉半径中值、最大孔喉半径的决定系数R^(2)分别达0.92、0.81、0.89,显著优于P_(1)和P_(3);③基于P_(2)建立的孔喉参数表征模型,对上述3类关键参数预测的R^(2)分别为0.90、0.76、0.82,均方根误差分别为0.03、0.03、0.15μm,预测精度高于线性转换、分段幂函数及扩展幂函数等传统伪毛细管压力曲线转换方法;④实际测井资料处理结果显示,预测孔喉参数与岩心实验测量结果匹配度高,可实现致密砂岩储层孔喉连续表征。结论认为,基于核磁共振测井时域分析的新方法稳定性强、抗噪声干扰能力优,为致密砂岩等非常规储层孔喉参数表征提供了可靠技术手段,对复杂储层的储层品质评价具有重要借鉴价值。 展开更多
关键词 致密砂岩 孔喉参数 核磁共振 时域分析 拉普拉斯变换 回波数据 毛细管压力
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Strong screening effects on resonant nuclear reaction ^(23)Mg(p,γ) ^(24)Al in the surface of magnetars
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作者 Jing-Jing Liu 《Research in Astronomy and Astrophysics》 SCIE CAS CSCD 2016年第5期117-124,共8页
Based on the theory of relativistic superstrong magnetic fields (SMFs), by using the method of Thomas-Fermi-Dirac approximations, we investigate the problem of strong electron screening (SES) in SMFs and the influ... Based on the theory of relativistic superstrong magnetic fields (SMFs), by using the method of Thomas-Fermi-Dirac approximations, we investigate the problem of strong electron screening (SES) in SMFs and the influence of SES on the nuclear reaction of 23Mg (p, Y)24A1. Our calculations show that the nuclear reaction will be markedly effected by the SES in SMFs in the surface of magnetars. Our calculated screening rates can increase two orders of magnitude due to SES in SMFs. 展开更多
关键词 physical data and processes: nuclear reactions NUCLEOSYNTHESIS abundances -- stars: neutron-- stars: magnetic fields
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A DATA ACQUISITION SYSTEM FOR ACCELERATOR MASS SPECTROMETRY
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作者 张如菊 刘洪涛 +1 位作者 郭之虞 李坤 《Nuclear Science and Techniques》 SCIE CAS CSCD 1990年第3期149-155,共7页
A single and dual parameter data acquisition, ion beam measurements and control system for accelerator mass spectrometry is described. The system hardware has been constructed with the advantage of the lower cost and ... A single and dual parameter data acquisition, ion beam measurements and control system for accelerator mass spectrometry is described. The system hardware has been constructed with the advantage of the lower cost and higher reliability. It is provided with varieties of functions such as selecting acquisition mode carrying out the multiple display, analyzing data and especially viewing isometric spectrum at different directions. It can also be used for ordinary nuclear spectrum system. 展开更多
关键词 ACCELERATOR mass SPECTROMETRY (AMS) Single and dual parameter data ACQUISITION nuclear spectrum ISOMETRIC display data analysis
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