Progress in Nuclear Energy最新文献

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Effect of heat flux on the structural and chemical characteristics of fuel CRUD under pressurized water reactor primary water conditions 压水堆一次水工况下热流密度对燃料CRUD结构和化学特性的影响
IF 3.3 3区 工程技术
Progress in Nuclear Energy Pub Date : 2025-05-01 DOI: 10.1016/j.pnucene.2025.105802
Yunju Lee , Junhyuk Ham , Seung Chang Yoo , Inyoung Song , Junhyuk Jeong , Ji Hyun Kim
{"title":"Effect of heat flux on the structural and chemical characteristics of fuel CRUD under pressurized water reactor primary water conditions","authors":"Yunju Lee , Junhyuk Ham , Seung Chang Yoo , Inyoung Song , Junhyuk Jeong , Ji Hyun Kim","doi":"10.1016/j.pnucene.2025.105802","DOIUrl":"10.1016/j.pnucene.2025.105802","url":null,"abstract":"","PeriodicalId":20617,"journal":{"name":"Progress in Nuclear Energy","volume":"186 ","pages":"Article 105802"},"PeriodicalIF":3.3,"publicationDate":"2025-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143891273","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Economic competitiveness of a nuclear-renewable hybrid energy system with water desalination: case of study 带海水淡化的核可再生混合能源系统的经济竞争力:案例研究
IF 3.3 3区 工程技术
Progress in Nuclear Energy Pub Date : 2025-04-30 DOI: 10.1016/j.pnucene.2025.105819
Gustavo Alonso , Jeanette Montaño
{"title":"Economic competitiveness of a nuclear-renewable hybrid energy system with water desalination: case of study","authors":"Gustavo Alonso ,&nbsp;Jeanette Montaño","doi":"10.1016/j.pnucene.2025.105819","DOIUrl":"10.1016/j.pnucene.2025.105819","url":null,"abstract":"<div><div>Nuclear-renewable hybrid systems could be an option for electricity systems composed of 100 % clean sources (non-GHG emitting sources). The proposed hybrid systems in the literature show reactors working at 100 % capacity where associated industrial processes and energy storage units are using energy not required for electricity generation. The current case study proposes a 100 % hybrid energy system composed of renewable variable sources (wind and photovoltaic), small modular reactors, and an associated reverse osmosis desalination process, where the reactors will work in a load-following electricity demand mode. An actual isolated electricity system in Mexico composed of aging fossil fuels, wind, and photovoltaic power plants comprises the proposed case study. This region is suffering from water stress. The aging fossil plants are replaced with small modular reactors with an associated reverse osmosis plant system to alleviate water scarcity. The case study considers actual changes in electricity demand on the region's seasonal and daily basis. Results are promissory, having a variable renewable installed capacity penetration of 22.48 %; the hybrid system can follow electricity demand. The proposed hybrid system is economically competitive for investment discount rates up to 7 %, assuming an electricity selling price of 100 US$/MWh and a potable water price, in the region, of 1.70 US$/m3. The study shows that the load-following procedure, in the worst-case scenario, does not compromise the lifetime of nuclear components and ensures normal nuclear operation conditions in the whole fleet of small modular reactors. The results obtained set some guidance conditions for these types of hybrid systems.</div></div>","PeriodicalId":20617,"journal":{"name":"Progress in Nuclear Energy","volume":"186 ","pages":"Article 105819"},"PeriodicalIF":3.3,"publicationDate":"2025-04-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143887813","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Derivation of specific clearance levels for landfill disposed of waste at Ignalina NPP 依纳利纳核电厂堆填区弃置废物的特定清理水平的厘定
IF 3.3 3区 工程技术
Progress in Nuclear Energy Pub Date : 2025-04-30 DOI: 10.1016/j.pnucene.2025.105816
Valdas Ragaišis, Povilas Poškas, Audrius Šimonis
{"title":"Derivation of specific clearance levels for landfill disposed of waste at Ignalina NPP","authors":"Valdas Ragaišis,&nbsp;Povilas Poškas,&nbsp;Audrius Šimonis","doi":"10.1016/j.pnucene.2025.105816","DOIUrl":"10.1016/j.pnucene.2025.105816","url":null,"abstract":"<div><div>Industrial waste generated from the operation of Ignalina Nuclear Power Plant (Ignalina NPP) was disposed of in industrial waste dumps, the so-called ‘landfill facility’. The Ignalina NPP's final decommissioning plan foresees the development of specific clearance levels for the disposed waste. The application of specific clearance would allow the removal of the waste from regulatory control and the conversion of the existing landfill into a conventional waste disposal facility.</div><div>This paper describes and discusses scenarios, models, and parameter values that are used to derive specific clearance levels for the landfill disposed of waste at Ignalina NPP. The radionuclides considered in the assessment are based on the analysis of the waste specifics and include <sup>3</sup>H, <sup>60</sup>Co, <sup>94</sup>Nb, <sup>137</sup>Cs, and <sup>241</sup>Am. The derived specific clearance levels are higher than the corresponding generic clearance levels by approximately 3–27 times.</div></div>","PeriodicalId":20617,"journal":{"name":"Progress in Nuclear Energy","volume":"186 ","pages":"Article 105816"},"PeriodicalIF":3.3,"publicationDate":"2025-04-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143887812","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A control valve for fluid-load oscillation inhibiting and energy harvesting 一种用于抑制流体负载振荡和能量收集的控制阀
IF 3.3 3区 工程技术
Progress in Nuclear Energy Pub Date : 2025-04-29 DOI: 10.1016/j.pnucene.2025.105820
Shinong Wang , Zilei Ji , Feiyang Han , Yudong Xie , Jiazhen Han , Yong Wang , Chuandong Li
{"title":"A control valve for fluid-load oscillation inhibiting and energy harvesting","authors":"Shinong Wang ,&nbsp;Zilei Ji ,&nbsp;Feiyang Han ,&nbsp;Yudong Xie ,&nbsp;Jiazhen Han ,&nbsp;Yong Wang ,&nbsp;Chuandong Li","doi":"10.1016/j.pnucene.2025.105820","DOIUrl":"10.1016/j.pnucene.2025.105820","url":null,"abstract":"<div><div>Control valves are extensively utilized in the equipment of nuclear power plants. Under specific operational conditions, fluid oscillation occurs within the valve, resulting in sudden fluid loads on the valve core, which may lead to valve jamming and even stem breakage. To address this problem, an innovative control valve is designed to inhibit the fluid oscillation and harvest the energy typically dissipated during the fluid oscillation process. A piston component is situated within the valve body to mitigate inlet fluid oscillation of the valve and harness a portion of the oscillation energy that would otherwise be dissipated, and a systematic analysis of the factors affecting the valve's suppression of fluid oscillation and capturing energy in this valve is presented. The results show that the innovative control valve can inhibit fluid oscillation and harvest energy from the fluid oscillation process in the control valve. The proposed method does not affect the regulating ability of the control valve, and it can obviously eliminate or reduce the fluid load of the oscillation on the plug of the control valve, reduces the occurrence of vortices inside the valve. which helps to address the problem that the actuator of the valve is prone to abnormal shutdown when the fluid controlled by the control valve is unstable and violent oscillation.</div></div>","PeriodicalId":20617,"journal":{"name":"Progress in Nuclear Energy","volume":"186 ","pages":"Article 105820"},"PeriodicalIF":3.3,"publicationDate":"2025-04-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143882102","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Computational model for prediction of water level inside Vertical U-tube Steam Generators (UTSGs) of typical PWR 典型压水堆立式u管蒸汽发生器(UTSGs)内水位预测计算模型
IF 3.3 3区 工程技术
Progress in Nuclear Energy Pub Date : 2025-04-29 DOI: 10.1016/j.pnucene.2025.105823
Ihtisham Ul Haq , Abdul Manan , Ajmal Shah
{"title":"Computational model for prediction of water level inside Vertical U-tube Steam Generators (UTSGs) of typical PWR","authors":"Ihtisham Ul Haq ,&nbsp;Abdul Manan ,&nbsp;Ajmal Shah","doi":"10.1016/j.pnucene.2025.105823","DOIUrl":"10.1016/j.pnucene.2025.105823","url":null,"abstract":"<div><div>Maintaining water level inside steam generators in a typical Pressurized Water Reactor (PWR) particularly during low power has always been a significant challenge in the operation of Nuclear Power Plants (NPPs). Variation in power leads to fluctuations in the water level and stabilizing the water level in the steam generator prevent damage to turbines, core and tripping of reactors. This research presents a computational model for predicting water levels in U-tube vertical steam generators (UTSGs) of PWRs during transients. The model's level predictive capability was validated through cross-calculations with actual data of <span><math><mrow><mn>998</mn><mi>M</mi><msub><mi>W</mi><mtext>th</mtext></msub><mo>/</mo><mn>340</mn><mi>M</mi><msub><mi>W</mi><mi>e</mi></msub></mrow></math></span> Nuclear Power Plant (NPP). The methodology involves developing computational frameworks from the Irving model and collecting extensive data from existing PWR systems of <span><math><mrow><mn>998</mn><mi>M</mi><msub><mi>W</mi><mtext>th</mtext></msub><mo>/</mo><mn>340</mn><mi>M</mi><msub><mi>W</mi><mi>e</mi></msub></mrow></math></span> NPPs to assess model accuracy. The results demonstrated that the predictive control method effectively maintained optimal water levels within the steam generators, minimizing discrepancies between predicted and actual values. The ramp response consistently provided smoother and more accurate predictions that closely matched the behavior of the actual system. The cross calculations with actual data further substantiate the model's effectiveness, demonstrating its potential as a reliable tool for real time monitoring and control in steam generators. These findings contribute to the improvement of safety and efficiency in nuclear power plant operations.</div></div>","PeriodicalId":20617,"journal":{"name":"Progress in Nuclear Energy","volume":"186 ","pages":"Article 105823"},"PeriodicalIF":3.3,"publicationDate":"2025-04-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143887811","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Characterization of the Ignalina NPP RBMK-1500 reactors graphite: Review and summary of current situation and recent developments in respect to the reactor core dismantlement 格纳利纳核电站RBMK-1500反应堆石墨的特性:关于反应堆堆芯拆除的现状和最新发展的回顾和总结
IF 3.3 3区 工程技术
Progress in Nuclear Energy Pub Date : 2025-04-28 DOI: 10.1016/j.pnucene.2025.105805
Ernestas Narkūnas, Povilas Poškas, Artūras Šmaižys, Gintautas Poškas
{"title":"Characterization of the Ignalina NPP RBMK-1500 reactors graphite: Review and summary of current situation and recent developments in respect to the reactor core dismantlement","authors":"Ernestas Narkūnas,&nbsp;Povilas Poškas,&nbsp;Artūras Šmaižys,&nbsp;Gintautas Poškas","doi":"10.1016/j.pnucene.2025.105805","DOIUrl":"10.1016/j.pnucene.2025.105805","url":null,"abstract":"<div><div>The Ignalina NPP contains two Reactor Units each of which is equipped with an RBMK-1500 reactor. The reactor of the first Unit of the Ignalina NPP was shut-down in the end of 2004 while the second reactor was shut-down the end of 2009. RBMK-1500 reactors at Ignalina NPP are expected to be the first large-scale commercial graphite reactors to be decommissioned in the world. The dismantlement of any reactor core requires the most complex engineering solutions, as the core is the most irradiation affected area of the whole NPP. As the RBMK reactor core is dominated (at least by volume) by graphite stack, the issues related to its dismantlement are of great importance. For appropriate planning and implementation of actual decommissioning works, the proper characterization of object to be dismantled is a key prerequisite, and this paper presents current situation of the RBMK-1500 reactors graphite key properties in the perspective of the reactor core dismantlement.</div></div>","PeriodicalId":20617,"journal":{"name":"Progress in Nuclear Energy","volume":"186 ","pages":"Article 105805"},"PeriodicalIF":3.3,"publicationDate":"2025-04-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143879488","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Design, protection, perception and planning of mobile robots in nuclear power plants 核电站移动机器人的设计、保护、感知与规划
IF 3.3 3区 工程技术
Progress in Nuclear Energy Pub Date : 2025-04-27 DOI: 10.1016/j.pnucene.2025.105821
De Zhang , Yan Jiang , Jun Liu , Guokai Xiong , Shuliang Zou
{"title":"Design, protection, perception and planning of mobile robots in nuclear power plants","authors":"De Zhang ,&nbsp;Yan Jiang ,&nbsp;Jun Liu ,&nbsp;Guokai Xiong ,&nbsp;Shuliang Zou","doi":"10.1016/j.pnucene.2025.105821","DOIUrl":"10.1016/j.pnucene.2025.105821","url":null,"abstract":"<div><div>Mobile robots in nuclear (MRiN) has become a multidisciplinary research field that integrates numerous technologies (e.g., nuclear technology, robotic, advanced material, artificial intelligence and construction), resulting in fragmented yet extensive related literatures. In this paper, a hybrid methodology combining bibliometric analysis with qualitative discussion is proposed to explore the advancements in MRiN over the past two decades. Four research hotspots, namely design, protection, perception and planning, are identified through quantitative bibliometric analysis employing data statistics and cluster analysis. Subsequent the qualitative discussions of the four hotspots highlight recent achievements and reveal research gaps in MRiN. Furthermore, five future research directions are proposed: 1) in-depth integration of radiation information, building information modeling (BIM), with robotics; 2) novel approaches for locating radioactive sources in complex environments; 3) multi-objective optimization of shielding structures for sensitive components; 4) advanced multi-robot collaboration for concurrent operations; 5) immersive digital twin (DT) technology combined with deep reinforcement learning (DRL) for MRiN operations. By identifying current research themes and technological trends in nuclear robotics, while providing strategic insights for MRiN's future development, this research can serve both academia and industry in terms of promoting robotics technology and computer science in nuclear industry.</div></div>","PeriodicalId":20617,"journal":{"name":"Progress in Nuclear Energy","volume":"186 ","pages":"Article 105821"},"PeriodicalIF":3.3,"publicationDate":"2025-04-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143877577","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A review of data-driven fault diagnosis method for nuclear power plant 核电站数据驱动故障诊断方法综述
IF 3.3 3区 工程技术
Progress in Nuclear Energy Pub Date : 2025-04-25 DOI: 10.1016/j.pnucene.2025.105785
Zixiao Wang, Hongyang Wei, Ruifeng Tian, Sichao Tan
{"title":"A review of data-driven fault diagnosis method for nuclear power plant","authors":"Zixiao Wang,&nbsp;Hongyang Wei,&nbsp;Ruifeng Tian,&nbsp;Sichao Tan","doi":"10.1016/j.pnucene.2025.105785","DOIUrl":"10.1016/j.pnucene.2025.105785","url":null,"abstract":"<div><div>Fault diagnosis plays a pivotal role in the operation and maintenance of nuclear power plants, serving as a cornerstone for ensuring facility safety and operational reliability. This review systematically examines state-of-the-art fault diagnosis methodologies implemented in the nuclear power industry, categorizing them into five distinct approaches: expert system, graph theory, machine learning, deep learning and reinforcement learning. Through comparative analysis of their theoretical foundations and implementation mechanisms, this study specifically evaluates their efficacy in addressing two critical challenges: the coolant circulation system and age-related equipment degradation and predictive maintenance. The synthesis of recent advancements reveals an emerging paradigm shift: the synergistic integration of data-intensive AI algorithms with physical mechanism demonstrates remarkable potential for developing high-fidelity diagnostic models. To propel this field forward, subsequent research must prioritize: validation under nuclear safety constraints, development of explainable AI frameworks and solutions balancing diagnostic accuracy with operational security.</div></div>","PeriodicalId":20617,"journal":{"name":"Progress in Nuclear Energy","volume":"186 ","pages":"Article 105785"},"PeriodicalIF":3.3,"publicationDate":"2025-04-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143868335","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
AI-driven uncertainty quantification & multi-physics approach to evaluate cladding materials in a microreactor 人工智能驱动的不确定性量化&多物理场方法评估微反应堆包层材料
IF 3.3 3区 工程技术
Progress in Nuclear Energy Pub Date : 2025-04-24 DOI: 10.1016/j.pnucene.2025.105793
Alexander Foutch , Kazuma Kobayashi , Ayodeji Alajo , Dinesh Kumar , Syed Bahauddin Alam
{"title":"AI-driven uncertainty quantification & multi-physics approach to evaluate cladding materials in a microreactor","authors":"Alexander Foutch ,&nbsp;Kazuma Kobayashi ,&nbsp;Ayodeji Alajo ,&nbsp;Dinesh Kumar ,&nbsp;Syed Bahauddin Alam","doi":"10.1016/j.pnucene.2025.105793","DOIUrl":"10.1016/j.pnucene.2025.105793","url":null,"abstract":"<div><div>The pursuit of enhanced nuclear safety has spurred the development of accident-tolerant cladding (ATC) materials for light water reactors (LWRs). This study investigates the potential of repurposing these ATCs in advanced reactor designs, aiming to expedite material development and reduce costs. The research employs a multi-physics approach, encompassing neutronics, heat transfer, thermodynamics, and structural mechanics, to evaluate four candidate materials (Haynes 230, Zircaloy-4, FeCrAl, and SiC–SiC) within the context of a high-temperature, sodium-cooled microreactor, exemplified by the Kilopower design. While neutronic simulations revealed negligible power profile variations among the materials, finite element analyses highlighted the superior thermal stability of SiC–SiC and the favorable stress resistance of Haynes 230. The high-temperature environment significantly impacted material performance, particularly for Zircaloy-4 and FeCrAl, while SiC–SiC’s inherent properties limited its ability to withstand stress loads. Additionally, AI-driven uncertainty quantification and sensitivity analysis were conducted to assess the influence of material property variations on maximum hoop stress. The findings underscore the need for further research into high-temperature material properties to facilitate broader applicability of existing materials to advanced reactors. Haynes 230 is identified as the most promising candidate based on the evaluated criteria.</div></div>","PeriodicalId":20617,"journal":{"name":"Progress in Nuclear Energy","volume":"186 ","pages":"Article 105793"},"PeriodicalIF":3.3,"publicationDate":"2025-04-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143868336","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
An investigation of the long-term deposition of graphite dust particles on turbine blades by mesh-deformation method 用网格变形法研究了石墨粉尘颗粒在涡轮叶片上的长期沉积
IF 3.3 3区 工程技术
Progress in Nuclear Energy Pub Date : 2025-04-21 DOI: 10.1016/j.pnucene.2025.105798
Xiaozhong Wang , Qi Sun , Bo Liu , Feng Xie , Yinhai Zhu , Peixue Jiang , Wei Peng
{"title":"An investigation of the long-term deposition of graphite dust particles on turbine blades by mesh-deformation method","authors":"Xiaozhong Wang ,&nbsp;Qi Sun ,&nbsp;Bo Liu ,&nbsp;Feng Xie ,&nbsp;Yinhai Zhu ,&nbsp;Peixue Jiang ,&nbsp;Wei Peng","doi":"10.1016/j.pnucene.2025.105798","DOIUrl":"10.1016/j.pnucene.2025.105798","url":null,"abstract":"<div><div>The persistent accumulation of radioactive graphite particulates on turbine surfaces presents a critical operational challenge for high-temperature gas-cooled reactor (HTGR) systems. This investigation employs high-fidelity numerical simulations integrating discrete phase modeling with mesh deformation methods to systematically examine particulate deposition dynamics and their subsequent impact on turbine cooling effectiveness. A comprehensive deposition framework accounting for multiphase particle-wall interactions (elastic rebound, adhesion, multilayer stacking, and shear-induced resuspension) was established, complemented by the development of predictive model for accumulated deposition mass. Computational results reveal a non-monotonic relationship between particle size and deposition: sub-5μm particulates exhibit extensive deposition patterns primarily driven by adhesion forces, while larger particles are more likely to undergo resuspension due to drag forces. Elevated blowing ratios (M = 2.0) were found to reduce deposition rates by 7–22 %. Lower deposition height enhances the effectiveness of film cooling, while higher deposition height suppresses it. However, overall, the influence of deposition on cooling is limited. The developed predictive model for maximum accumulated deposition mass exhibits good predictive performance (R<sup>2</sup> = 0.99), and elucidates the influence of key parameters of particles and film cooling. This study reveals the long-term deposition behavior of particles on turbine blades and provides valuable insights for the safety analysis of HTGRs.</div></div>","PeriodicalId":20617,"journal":{"name":"Progress in Nuclear Energy","volume":"186 ","pages":"Article 105798"},"PeriodicalIF":3.3,"publicationDate":"2025-04-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143855724","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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