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Optimization of the loading pattern of the PWR core using genetic algorithms and multi-purpose fitness function 基于遗传算法和多目标适应度函数的压水堆堆芯加载方式优化
IF 0.7 4区 物理与天体物理 Q4 CHEMISTRY, INORGANIC & NUCLEAR Pub Date : 2021-11-25 DOI: 10.2478/nuka-2021-0022
W. Kubiński, P. Darnowski, Kamil Chęć
Abstract The study demonstrates an application of genetic algorithms (GAs) in the optimization of the first core loading pattern. The Massachusetts Institute of Technology (MIT) BEAVRS pressurized water reactor (PWR) model was applied with PARCS nodal-diffusion core simulator coupled with GA numerical tool to perform pattern selection. In principle, GAs have been successfully used in many nuclear engineering problems such as core geometry optimization and fuel configuration. In many cases, however, these analyses focused on optimizing only a single parameter, such as the effective neutron multiplication factor (keff), and often limited to the simplified core model. On the contrary, the GAs developed in this work are equipped with multiple-purpose fitness function (FF) and allow the optimization of more than one parameter at the same time, and these were applied to a realistic full-core problem. The main parameters of interest in this study were the total power peaking factor (PPF) and the length of the fuel cycle. The basic purpose of this study was to improve the economics by finding longer fuel cycle with more uniform power/flux distribution. Proper FFs were developed, tested, and implemented and their results were compared with the reference BEAVRS first fuel cycle. In the two analysed test scenarios, it was possible to extend the first fuel cycle while maintaining lower or similar PPF, in comparison with the BEAVRS core, but for the price of increased initial reactivity.
摘要研究了遗传算法(GAs)在第一次岩心加载模式优化中的应用。采用美国麻省理工学院(MIT)的BEAVRS压水堆(PWR)模型,采用PARCS节点扩散堆芯模拟器结合遗传算法进行模式选择。原则上,气体已成功地应用于许多核工程问题,如堆芯几何优化和燃料配置。然而,在许多情况下,这些分析只侧重于优化单个参数,如有效中子倍增因子(keff),并且通常仅限于简化的堆芯模型。相反,本工作开发的ga具有多用途适应度函数(FF),允许同时优化多个参数,并将其应用于实际的全核问题。本研究的主要参数是总功率峰值因子(PPF)和燃料循环的长度。本研究的基本目的是通过寻找更长的燃料循环和更均匀的功率/通量分布来提高经济性。开发、测试和实施了适当的ff,并将其结果与参考BEAVRS第一次燃料循环进行了比较。在分析的两种测试方案中,与BEAVRS堆芯相比,可以延长第一次燃料循环,同时保持较低或相似的PPF,但代价是增加初始反应性。
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引用次数: 2
Numerical modelling of modular high-temperature gas-cooled reactors with thorium fuel 含钍燃料的模块化高温气冷堆数值模拟
IF 0.7 4区 物理与天体物理 Q4 CHEMISTRY, INORGANIC & NUCLEAR Pub Date : 2021-11-25 DOI: 10.2478/nuka-2021-0020
M. Oettingen, J. Cetnar
Abstract The volumetric homogenization method for the simplified modelling of modular high-temperature gas-cooled reactor core with thorium-uranium fuel is presented in the paper. The method significantly reduces the complexity of the 3D numerical model. Hence, the computation time associated with the time-consuming Monte Carlo modelling of neutron transport is considerably reduced. Example results comprise the time evolutions of the effective neutron multiplication factor and fissionable isotopes (233U, 235U, 239Pu, 241Pu) for a few configurations of the initial reactor core.
本文提出了钍铀燃料模块化高温气冷堆芯简化建模的体积均化方法。该方法显著降低了三维数值模型的复杂性。因此,与耗时的中子输运蒙特卡罗建模相关的计算时间大大减少。示例结果包括初始堆芯的几种配置的有效中子增殖因子和可裂变同位素(233U、235U、239Pu、241Pu)的时间演变。
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引用次数: 10
Electron beam technology for biogas and biofertilizer generation at municipal resource recovery facilities 电子束技术在城市资源回收设施中产生沼气和生物肥料
IF 0.7 4区 物理与天体物理 Q4 CHEMISTRY, INORGANIC & NUCLEAR Pub Date : 2021-11-25 DOI: 10.2478/nuka-2021-0031
A. Chmielewski, Marcin Sudlitz, B. Han, S. Pillai
Abstract In the era of circular economies, municipal wastewater treatment plants (WWTPs) are viewed as resource recovery facilities. At the very minimum, the targeted resources are water, biogas, and phosphorus. However, municipal wastewater streams (sludge and effluent) need to be adequately treated to eliminate the potential for the transmission of microbial pathogens including protozoa, bacteria, and viruses. This paper presents the results from a study demonstrating the use of electron beam technology for sludge hygenization and enhanced methane (biogas) production using municipal wastewater samples. Cogeneration of heat for fertilizer drying and granulation and electricity for powering the electron beam system are also demonstrated.
摘要在循环经济时代,城市污水处理厂被视为资源回收设施。最起码,目标资源是水、沼气和磷。然而,需要对城市废水流(污泥和污水)进行充分处理,以消除微生物病原体(包括原生动物、细菌和病毒)传播的可能性。本文介绍了一项研究的结果,该研究证明了利用电子束技术对城市污水样品进行污泥卫生处理和提高甲烷(沼气)产量。还演示了用于肥料干燥和造粒的热量的热电联产以及用于为电子束系统供电的电力。
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引用次数: 1
Critical comparison of INAA and ICP-MS applied in the characterization of purity of TRISO fuel and substrates to its production INAA和ICP-MS在三iso燃料及其生产底物纯度鉴定中的关键性比较
IF 0.7 4区 物理与天体物理 Q4 CHEMISTRY, INORGANIC & NUCLEAR Pub Date : 2021-11-25 DOI: 10.2478/nuka-2021-0018
E. Chajduk, P. Kalbarczyk
Abstract The application of inductively coupled plasma mass spectrometry (ICP-MS), both in solution and laser ablation (LA) mode, and instrumental neutron activation analysis (INAA) in the nuclear material analysis are presented in this paper. The possibility of each technique for the chemical characterization of substances used during TRISO fuel production and its advantages and limitations are discussed based on the obtained results of the analysis of real materials used in TRISO fuel production in the Institute of Nuclear Chemistry and Technology. The paper also reports the application of INAA and LA-ICP-MS to the verification of the purity of the protective layers of pyrolytic carbon (PyC) and silicon carbide.
摘要本文介绍了电感耦合等离子体质谱(ICP-MS)在溶液和激光烧蚀(LA)模式下的应用,以及仪器中子活化分析(INAA)在核材料分析中的应用。根据核化学与技术研究所对TRISO燃料生产中使用的实际材料的分析结果,讨论了每种技术用于TRISO燃料生产中所用物质化学表征的可能性及其优点和局限性。本文还报道了INAA和LA-ICP-MS在热解碳(PyC)和碳化硅保护层纯度验证中的应用。
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引用次数: 1
Decomposition of diclofenac in sewage from municipal wastewater treatment plant using ionizing radiation 利用电离辐射分解城市污水处理厂污水中的双氯芬酸
IF 0.7 4区 物理与天体物理 Q4 CHEMISTRY, INORGANIC & NUCLEAR Pub Date : 2021-11-25 DOI: 10.2478/nuka-2021-0029
A. Bojanowska-Czajka
Abstract The decomposition of diclofenac (DCF) in sewage sludge from municipal wastewater treatment plant was investigated. It was found that adsorption of DCF on sludge is about 40%. Compared to previous studies, where the degradation yield in aqueous solution was 100%, in those experiments at the dose up to 5 kGy, only 50% of initial DCF concentration of 50 mg L−1 was decomposed in sediment and in solution over the sediment. The experiments were carried out using both gamma radiation and electron beam. It has been observed that DCF in the aqueous phase, above the sediment, was decomposed with the same efficiency using both gamma radiation and electron beam. Whereas for DCF in the sediment, a higher degradation efficiency was found when gamma radiation was applied. This is most likely due to the limited penetration depth of the electron beam into the sludge layer. It was shown that the applied peroxide addition (in a stoichiometric amount needed for complete mineralization of 50 mg L−1 DCF) did not cause increase in yield of DCF decomposition.
摘要研究了双氯芬酸在城市污水处理厂污泥中的分解作用。研究发现,DCF在污泥上的吸附率约为40%。与之前的研究相比,在水溶液中的降解率为100%,在这些剂量高达5 kGy的实验中,只有50%的初始DCF浓度50 mg L−1在沉积物中和沉积物上方的溶液中分解。实验同时使用伽马辐射和电子束进行。已经观察到,沉积物上方的水相中的DCF使用伽马辐射和电子束以相同的效率分解。而对于沉积物中的DCF,当施加伽马辐射时,发现其降解效率更高。这很可能是由于电子束进入淤泥层的穿透深度有限。研究表明,所施加的过氧化物添加(以50 mg L−1 DCF完全矿化所需的化学计量量)不会导致DCF分解产率的增加。
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引用次数: 0
Application of genetic algorithms in optimization of SFR nuclear reactor design 遗传算法在SFR核反应堆优化设计中的应用
IF 0.7 4区 物理与天体物理 Q4 CHEMISTRY, INORGANIC & NUCLEAR Pub Date : 2021-11-25 DOI: 10.2478/nuka-2021-0021
Wojciech Żurkowski, P. Sawicki, W. Kubiński, P. Darnowski
Abstract This work presents a demonstrational application of genetic algorithms (GAs) to solve sample optimization problems in the generation IV nuclear reactor core design. The new software was developed implementing novel GAs, and it was applied to show their capabilities by presenting an example solution of two selected problems to check whether GAs can be used successfully in reactor engineering as an optimization tool. The 3600 MWth oxide core, which was based on the OECD/NEA sodium-cooled fast reactor (SFR) benchmark, was used a reference design [1]. The first problem was the optimization of the fuel isotopic inventory in terms of minimizing the volume share of long-lived actinides, while maximizing the effective neutron multiplication factor. The second task was the optimization of the boron shield distribution around the reactor core to minimize the sodium void reactivity effect (SVRE). Neutron transport and fuel depletion simulations were performed using Monte Carlo neutron transport code SERPENT2. The simulation resulted in an optimized fuel mixture composition for the selected parameters, which demonstrates the functionality of the algorithm. The results show the efficiency and universality of GAs in multidimensional optimization problems in nuclear engineering.
摘要本文介绍了遗传算法(GAs)在第四代反应堆堆芯设计中解决样本优化问题的示范应用。新软件的开发是为了实现新的GAs,并通过给出两个选定问题的示例解决方案来验证GAs是否可以成功地用于反应器工程作为优化工具。基于OECD/NEA钠冷快堆(SFR)基准的3600m带氧化物堆芯采用了参考设计[1]。第一个问题是燃料同位素库存的优化,即最小化长寿命锕系元素的体积份额,同时最大化有效中子倍增系数。第二项任务是优化堆芯周围的硼屏蔽分布,以最小化钠空洞反应性效应(SVRE)。利用蒙特卡罗中子输运代码SERPENT2进行中子输运和燃料耗尽模拟。仿真结果表明,在所选参数下得到了优化的混合燃料成分,验证了算法的有效性。结果表明了遗传算法在核工程多维优化问题中的有效性和通用性。
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引用次数: 2
GC investigation of post-irradiation oxidation phenomena on polypropylene 聚丙烯辐照后氧化现象的GC研究
IF 0.7 4区 物理与天体物理 Q4 CHEMISTRY, INORGANIC & NUCLEAR Pub Date : 2021-11-25 DOI: 10.2478/nuka-2021-0027
W. Głuszewski
Abstract The paper summarizes the results of research on gas products of polypropylene (PP) radiolysis. Particular attention was paid to the phenomena of post-radiation degradation of PP. The protective effect of selected aromatic compounds was investigated. The research was carried out both from the point of view of obtaining radiation-resistant PP varieties and the possibility of accelerating biodegradation phenomena, e.g., PP/cellulose composition. The phenomena of post-radiation chain oxidation of PP were investigated by gas chromatography (GC). The GC in the system used (packed column, thermal conductivity detector, argon – carrier gas) enables the determination of H2, O2, CO, and CH4 in one measurement. The samples were irradiated with electron beams (EBs) accelerated in accelerators: Elektronika 10/10 with a power of 10 kW and energy of 10 MeV and LAE 13/9 with a power of 9 kW and energy up to 13 MeV. In the tests, PP without stabilizing additives (obtained directly from the production line) and non-stabilized styrene were used. Radiolytic efficiency of hydrogen evolution allowed us to estimate the number of originally formed free radicals. The maintenance of the secondary oxidation processes was the loss of oxygen and the formation of oxidation products (CO, CH4). Attention is paid to the protective effect of aromatic compounds (polystyrene (PS), polyethylene terephthalate (PET), anthracene, fluoranthene, acenaphthene, pyrene, naphthalene) both at the stage of hydrogen atom separation and the secondary oxidation process. The examples of post-radiation oxidation of PP irradiated in cryogenic conditions (–196°C) are presented. All used aromatic compounds showed a protective effect in PP radiolysis. We suppose that this phenomenon is responsible for the charge transfer along the polymer chain from the ionization spurs to the aromatic compound. The protective ranges of PS in PP radiolysis were estimated for the variously prepared PP/PS type compositions from 6 mers to 28 mers.
本文综述了聚丙烯(PP)辐解气体产物的研究结果。特别关注了PP的辐射后降解现象。研究了选定的芳香族化合物的保护作用。这项研究是从获得耐辐射PP品种和加速生物降解现象的可能性的角度进行的,例如PP/纤维素组合物。用气相色谱法研究了聚丙烯辐射后链氧化现象。所用系统中的GC(填充柱、热导率检测器、氩气-载气)能够在一次测量中测定H2、O2、CO和CH4。用在加速器中加速的电子束(EB)照射样品:Elektronika 10/10,功率为10kW,能量为10MeV,LAE 13/9,功率为9kW,能量高达13MeV。在试验中,使用了不含稳定添加剂的PP(直接从生产线获得)和未稳定的苯乙烯。氢释放的放射分解效率使我们能够估计最初形成的自由基的数量。二次氧化过程的维持是氧气的损失和氧化产物(CO、CH4)的形成。注意芳香族化合物(聚苯乙烯(PS)、聚对苯二甲酸乙二醇酯(PET)、蒽、荧蒽、苊、芘、萘)在氢原子分离和二次氧化过程中的保护作用。介绍了在低温条件(-196°C)下辐照聚丙烯的辐射后氧化实例。所有使用的芳香族化合物在PP辐解中都显示出保护作用。我们假设这种现象是电荷沿着聚合物链从电离刺向芳香化合物转移的原因。对于不同制备的PP/PS型组合物,估计了PS在PP辐解中的保护范围为6聚体至28聚体。
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引用次数: 1
The use of gamma irradiation to stimulate bioactive compound synthesis in Inonotus obliquus submerged cultures 利用伽马射线照射刺激斜凤尾鱼深层培养物中生物活性化合物的合成
IF 0.7 4区 物理与天体物理 Q4 CHEMISTRY, INORGANIC & NUCLEAR Pub Date : 2021-09-01 DOI: 10.2478/nuka-2021-0012
A. Petre, M. Ene, D. Negut, F. Gatea, E. Vamanu
Abstract Inonotus obliquus is a parasite on the birch and other trees and is also a well-known medicinal mushroom. Its sterile conk is highly sought for its bioactive compounds such as phenols, polysaccharides, triterpenoids, and steroids. It was traditionally used to treat various gastrointestinal diseases, viral and parasitic infections, to counteract the progression of cancers, and to stimulate the immune system. We used acute gamma irradiation, followed by short-term submerged cultivation, as an oxidative stress inducer to enhance the synthesis of mycelial metabolites. The 300 Gy and 400 Gy doses showed the best results across the whole experimental design. Each assayed criterion had a different corresponding optimal stimulation dose. In one experiment, sublethal doses of irradiation triggered the dry weight of the cultured mycelium to increase by 19.764%. The free radical scavenging potential of the mycelium extracts increased by 79.83%. The total phenolic content of mycelium extracts and culture broth increased by 55.7% and 62.987%, respectively. The total flavonoid and sinapinic acid content of the broth increased by 934.678% and 590.395%, respectively. As such, gamma irradiation pre-treatment of the mycelial inoculum proved an interesting, economically and environmentally effective tool for stimulating secondary metabolite synthesis in submerged mycelium cultures.
摘要斜孔菌是一种寄生在桦树和其他树木上的寄生虫,也是一种著名的药用蘑菇。其无菌锥因其具有酚类、多糖、三萜类和类固醇等生物活性化合物而备受青睐。传统上,它被用于治疗各种胃肠道疾病、病毒和寄生虫感染,以对抗癌症的进展,并刺激免疫系统。我们使用急性伽马辐射,然后进行短期深层培养,作为氧化应激诱导剂,以增强菌丝体代谢产物的合成。在整个实验设计中,300 Gy和400 Gy剂量显示出最好的结果。每个测定的标准具有不同的相应的最佳刺激剂量。在一个实验中,亚致死剂量的辐照使培养的菌丝体干重增加了19.764%,菌丝体提取物的自由基清除潜力增加了79.83%,菌丝体提取液和培养液的总酚含量分别增加了55.7%和62.987%。肉汤中总黄酮和芥子酸含量分别提高了934.678%和590.395%。因此,菌丝接种物的伽马辐射预处理被证明是一种有趣的、经济和环境有效的工具,用于刺激浸没菌丝培养物中次级代谢产物的合成。
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引用次数: 1
Research on dose correction method of vehicle-borne environmental radiation measurement equipment 车载环境辐射测量设备剂量校正方法研究
IF 0.7 4区 物理与天体物理 Q4 CHEMISTRY, INORGANIC & NUCLEAR Pub Date : 2021-09-01 DOI: 10.2478/nuka-2021-0015
Jie Xu, Jizhou Ren, Jianbo Yang, Jiawen Fan, Rui Li, Hui Li, Weiqi Huang, Biao Yuan
Abstract This study establishes a near-ground reference radiation field based on typical radionuclides of the Fukushima accident in response to the need for vehicle-borne environmental radiation measurement equipment that can accurately evaluate the environmental dose of nuclear accidents. The Monte Carlo code FLUKA is used to study the environmental dose of such equipment in the early and mid-late reference radiation fields of nuclear accidents. Results of the air dose rate at 1 m above the ground were corrected to eliminate data difference between diverse measurement platforms. Simulation results show that t he dose correction factor (CF) fluctuates at approximately 0.8813 in the early reference radiation field and at approximately 0.6711 in the mid-late reference radiation field. This deviation of the dose CF in the early and mid-late reference radiation fields is within 2% and is not affected by the change in detector position. This research can be applied to obtain more accurate measurement of an ambient dose in the near-ground radiation field and support the vehicle-borne environmental radiation measurement technology.
摘要针对能够准确评价核事故环境剂量的车载环境辐射测量设备的需求,以福岛事故典型放射性核素为基础,建立了近地参考辐射场。采用蒙特卡罗程序FLUKA对核事故早期和中后期参考辐射场中此类设备的环境剂量进行了研究。为了消除不同测量平台之间的数据差异,对距离地面1 m处的空气剂量率结果进行了校正。模拟结果表明,剂量校正因子(CF)在参考辐射场早期波动约为0.8813,在参考辐射场中后期波动约为0.6711。在参考辐射场的早期和中后期,剂量CF的偏差在2%以内,不受探测器位置变化的影响。本研究可用于近地辐射领域中更精确的环境剂量测量,为车载环境辐射测量技术提供支持。
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引用次数: 1
European inter-comparison studies as a tool for perfecting irradiated food detection methods 欧洲相互比较研究作为完善辐照食品检测方法的工具
IF 0.7 4区 物理与天体物理 Q4 CHEMISTRY, INORGANIC & NUCLEAR Pub Date : 2021-09-01 DOI: 10.2478/nuka-2021-0013
G. Guzik, J. Michalik
Abstract In this paper, we present the results of inter-comparison studies on identification of irradiated food carried out by the leading European laboratories from 1991 to 2018. In 1990s, the Federal Institute for Health Protection of Consumers and Veterinary Medicine in Germany played the leading role in the organization of the inter-laboratory tests on this subject. At the beginning of the present century, the Spanish Agency for Food Safety and Nutrition and Food National Spanish Centre took over this role. In total, 47 international tests were carried out in which nearly 500 samples of alimentary products were analysed in 37 laboratories from 14 European countries. The tests were aimed at proving the reliability of analytical methods – thermoluminescence (TL), photostimulated luminescence (PSL), and electron paramagnetic resonance (EPR) spectroscopy – for identification of specific irradiated food products and to control the analytical skills and experience of participating laboratories. The results made possible a discussion on why some irradiated food samples are more difficult for identification. In general, the tests showed that TL measurements of products such as herbs, nuts, peppers, and raisins, and EPR studies of fish and chicken bones, fresh strawberries, and dried fruits could be used as reliable control methods. The challenge that control laboratories are facing now, is related to the identification of complex food products such as diet supplements or biopharmaceuticals, in which only some additives are irradiated.
摘要:本文介绍了1991年至2018年欧洲领先实验室对辐照食品鉴定进行的相互比较研究的结果。20世纪90年代,德国联邦消费者健康保护和兽医研究所在组织关于这一主题的实验室间测试方面发挥了主导作用。在本世纪初,西班牙食品安全和营养署和西班牙国家食品中心接管了这一职能。总共进行了47项国际测试,其中来自14个欧洲国家的37个实验室分析了近500个食品样品。这些测试旨在证明分析方法——热释光(TL)、光激发发光(PSL)和电子顺磁共振(EPR)光谱——用于识别特定辐照食品的可靠性,并控制参与实验室的分析技能和经验。这一结果使我们有可能讨论为什么一些辐照食品样品更难识别。总的来说,这些测试表明,对草药、坚果、辣椒和葡萄干等产品的辐射强度测量,以及对鱼和鸡骨头、新鲜草莓和干果的辐射强度研究,都可以作为可靠的控制方法。控制实验室现在面临的挑战,是与复杂食品的鉴定有关,如膳食补充剂或生物制药,其中只有一些添加剂被辐照。
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引用次数: 2
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