Progress in Nuclear Energy最新文献

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Numerical modeling and parameters analysis of marine radionuclide dispersion under the Fukushima Daiichi nuclear accident
IF 3.3 3区 工程技术
Progress in Nuclear Energy Pub Date : 2025-03-09 DOI: 10.1016/j.pnucene.2025.105716
Hongyu Li, Deyi Chen, Baojie Nie, Dezhong Wang
{"title":"Numerical modeling and parameters analysis of marine radionuclide dispersion under the Fukushima Daiichi nuclear accident","authors":"Hongyu Li,&nbsp;Deyi Chen,&nbsp;Baojie Nie,&nbsp;Dezhong Wang","doi":"10.1016/j.pnucene.2025.105716","DOIUrl":"10.1016/j.pnucene.2025.105716","url":null,"abstract":"<div><div>Radioactive contaminated water was released into the Pacific Ocean under the Fukushima Daiichi nuclear accident in 2011. Knowledge of the marine radionuclide dispersion behaviors is significant to accurately evaluate radiation effects due to ocean discharge of radioactive contaminated water. The marine radionuclide dispersion is affected by wind field, tide, seafloor topography, temperature and salinity, etc. Significant uncertainty exists in marine radionuclide dispersion simulation with the consideration of complex environmental factors. MIKE 3 FM computational platform was used to establish a Fukushima marine radionuclide dispersion model driven by ocean current and tidal coupling boundary under consideration of various environmental factors. Further, the model accuracy validation with measurement data and inter-models’ comparison for bias mechanism analysis were performed based on the benchmark under the frame of IAEA MODARIA Programme. The effects of vertical distribution of layers mesh, grid resolution, temperature and salinity, horizontal diffusion parameters, wind characteristics as well as tidal forcing on the dispersion behavior were discussed. The results show that the established model can accurately describe the oceanic currents in the coastal waters of Fukushima and predict the dispersion trajectory, as well as concentration level and distribution. More vertical layers, wind-driven forces data and refined mesh for the area of concern should be considered to improve the predictive accuracy of model. The modeling and parameters analysis can help to decrease uncertainty in predicting the levels of radioactivity in the adjutant waters east of the Fukushima site.</div></div>","PeriodicalId":20617,"journal":{"name":"Progress in Nuclear Energy","volume":"184 ","pages":"Article 105716"},"PeriodicalIF":3.3,"publicationDate":"2025-03-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143579385","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
Mechanisms of bubble effects on acoustic propagation characteristics in high-temperature and high-pressure bubble flows
IF 3.3 3区 工程技术
Progress in Nuclear Energy Pub Date : 2025-03-09 DOI: 10.1016/j.pnucene.2025.105717
Yu Jiang , Genshan Jiang , Jianhao Sun , Yu Zhou , Hao Li
{"title":"Mechanisms of bubble effects on acoustic propagation characteristics in high-temperature and high-pressure bubble flows","authors":"Yu Jiang ,&nbsp;Genshan Jiang ,&nbsp;Jianhao Sun ,&nbsp;Yu Zhou ,&nbsp;Hao Li","doi":"10.1016/j.pnucene.2025.105717","DOIUrl":"10.1016/j.pnucene.2025.105717","url":null,"abstract":"<div><div>In the complex gas-liquid two-phase flow environment of the nucleate boiling region outside the heat-exchange pipes of steam generators, acoustic propagation is influenced by multiple factors. Previous research has largely considered how the bubble distribution and acoustic frequency affect the acoustic velocity and attenuation, whereas the role of boundary-layer thickness in acoustic propagation has not been explored systematically. Using bubble damping theory and the linear model of acoustic propagation in water containing monodisperse bubbles, derived here is the relationship among acoustic velocity, acoustic attenuation, and boundary-layer thickness in bubble flow. Also established is a numerical model for acoustic propagation in bubble flow under high temperature and pressure, and how the bubble distribution and acoustic frequency affect the sound field is analyzed. This study reveals the factors influencing bubble damping and how it regulates acoustic attenuation, providing insight into how acoustic waves propagate in gas-liquid two-phase flows.</div></div>","PeriodicalId":20617,"journal":{"name":"Progress in Nuclear Energy","volume":"184 ","pages":"Article 105717"},"PeriodicalIF":3.3,"publicationDate":"2025-03-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143579386","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
Development and steady-state validation of the fine sub-channel thermal-hydraulic code CUNLUN
IF 3.3 3区 工程技术
Progress in Nuclear Energy Pub Date : 2025-03-09 DOI: 10.1016/j.pnucene.2025.105712
Hongwei Jiang , Guangliang Chen , Zhenjie Li , Zhaofei Tian , Hao Qian , Xinli Yin
{"title":"Development and steady-state validation of the fine sub-channel thermal-hydraulic code CUNLUN","authors":"Hongwei Jiang ,&nbsp;Guangliang Chen ,&nbsp;Zhenjie Li ,&nbsp;Zhaofei Tian ,&nbsp;Hao Qian ,&nbsp;Xinli Yin","doi":"10.1016/j.pnucene.2025.105712","DOIUrl":"10.1016/j.pnucene.2025.105712","url":null,"abstract":"<div><div>This paper, based on the flow characteristics of coolant between channels in a pressurized water reactor (PWR), proposes a reactor core sub-channel calculation and analysis method that utilizes fine sub-channel control volumes. A three-dimensional momentum source resistance model for mixing vanes was established based on the distributed resistance method. Using the C++ programming language, a PWR reactor core thermal-hydraulic calculation and analysis program called CUNLUN was independently developed based on this method. Numerical simulations were conducted using the Westinghouse 5 × 5 rod bundle experiment and the OECD/NEA MATiS-H international benchmark experiment. The maximum relative error for the Westinghouse 5 × 5 rod bundle experiment was 6.73%, and the simulation results for the MATiS-H benchmark experiment also agreed well with experimental data, demonstrating that this program can improve the accuracy of predicting flow characteristics within the sub-channels of a PWR reactor core. Additionally, Computational Fluid Dynamics (CFD) simulation data were used as benchmark data, and in 112 comparison points, the average calculation accuracy of 102 comparison points improved by 74.21%, verifying the applicability and validity of the three-dimensional momentum source resistance model for mixing vanes based on the distributed resistance method for the CUNLUN code. This code provides an effective design and research tool for thermal-hydraulic analysis of PWR fuel assemblies and offers valuable insights for the development of reactor core thermal-hydraulic analysis programs.</div></div>","PeriodicalId":20617,"journal":{"name":"Progress in Nuclear Energy","volume":"184 ","pages":"Article 105712"},"PeriodicalIF":3.3,"publicationDate":"2025-03-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143579403","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
Effect of circumferential and radial position on rewetting time under boil-off condition of 54 pins AHWR
IF 3.3 3区 工程技术
Progress in Nuclear Energy Pub Date : 2025-03-09 DOI: 10.1016/j.pnucene.2025.105728
Subodh Kumar Yadav , Mithilesh Kumar , Ravi Kumar , P. Majumdar , D. Mukhopadhyay
{"title":"Effect of circumferential and radial position on rewetting time under boil-off condition of 54 pins AHWR","authors":"Subodh Kumar Yadav ,&nbsp;Mithilesh Kumar ,&nbsp;Ravi Kumar ,&nbsp;P. Majumdar ,&nbsp;D. Mukhopadhyay","doi":"10.1016/j.pnucene.2025.105728","DOIUrl":"10.1016/j.pnucene.2025.105728","url":null,"abstract":"<div><div>The effect of radial and axial position in 54 pins fuel bundle of AHWR on the rewetting phenomena under boil-off condition has been experimentally examined. The power supply among three concentric rings of fuel bundle is distributed in ratio of 0.65, 0.79 and 1.33 considering postulated LOCA scenario. The experiments are being conducted at 550 °C and 600 °C. The rewetting phenomena examined at these temperatures with radial jet injection system, which supplied water at 90 lpm under boil-off conditions and atmospheric pressure. The observation shows that the rewetting time is different for each pin despite of same radial position and it has been observed in all three rings of fuel bundle. The rewetting time varies in each ring due to variable approach time for each pin. The outer ring rewet after inner and middle ring. Successfully rewetting in the fuel bundle is observed so the designed ECCS found to be satisfactory.</div></div>","PeriodicalId":20617,"journal":{"name":"Progress in Nuclear Energy","volume":"184 ","pages":"Article 105728"},"PeriodicalIF":3.3,"publicationDate":"2025-03-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143579404","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
Debris bed coolability in hypothetical core disruptive accidents: Theory, experiment, and numerical simulation review
IF 3.3 3区 工程技术
Progress in Nuclear Energy Pub Date : 2025-03-09 DOI: 10.1016/j.pnucene.2025.105700
Yonglong Li , Shaojie Tan , Yubin Lin , Kai Wang , Songbai Cheng
{"title":"Debris bed coolability in hypothetical core disruptive accidents: Theory, experiment, and numerical simulation review","authors":"Yonglong Li ,&nbsp;Shaojie Tan ,&nbsp;Yubin Lin ,&nbsp;Kai Wang ,&nbsp;Songbai Cheng","doi":"10.1016/j.pnucene.2025.105700","DOIUrl":"10.1016/j.pnucene.2025.105700","url":null,"abstract":"<div><div>The coolability of debris beds in severe accidents of sodium-cooled fast reactors (SFRs) is critical for preventing radionuclide release, yet existing research has predominantly focused on light water reactors (LWRs), leaving a systematic analysis for SFRs lacking. This paper reviews debris bed coolability through theoretical models, experimental studies, and numerical simulations, while contrasting the distinctions between LWRs and SFRs. Theoretical models reveal that the inclusion or exclusion of interfacial drag marks a key divergence—models like Reed's, which neglect interfacial resistance, are suitable for high-flow bottom-flooding, whereas formulations such as Schulenberg-Müller's better align with top-flooding scenarios. Experimental findings demonstrate that particle size distribution, geometry, and porosity significantly influence dryout heat flux (DHF). Multidimensional cooling strategies (e.g., bottom-flooding or downcomers) disrupt countercurrent flooding limits (CCFL), enhancing DHF by 1.5–2.7 × compared to conventional top-flooding. Numerical simulations confirm the predictive capability of codes like MEWA and MELCOR for homogeneous debris beds, yet limitations persist in addressing SFR-specific challenges, such as high-temperature liquid metal coolant behavior and complex flow regimes. Future work must prioritize SFR-focused experiments, extend models to liquid metal conditions, and strengthen experimental-simulation synergies to improve risk assessment reliability. This paper provides theoretical and technical foundations for optimizing SFR severe accident management strategies.</div></div>","PeriodicalId":20617,"journal":{"name":"Progress in Nuclear Energy","volume":"184 ","pages":"Article 105700"},"PeriodicalIF":3.3,"publicationDate":"2025-03-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143579381","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
Uncertainty analysis of the inverse LASSO estimation scheme on radioactive source distributions inside reactor building rooms from air does rate measurements
IF 3.3 3区 工程技术
Progress in Nuclear Energy Pub Date : 2025-03-09 DOI: 10.1016/j.pnucene.2025.105710
Wei Shi , Masahiko Machida , Susumu Yamada , Koji Okamoto
{"title":"Uncertainty analysis of the inverse LASSO estimation scheme on radioactive source distributions inside reactor building rooms from air does rate measurements","authors":"Wei Shi ,&nbsp;Masahiko Machida ,&nbsp;Susumu Yamada ,&nbsp;Koji Okamoto","doi":"10.1016/j.pnucene.2025.105710","DOIUrl":"10.1016/j.pnucene.2025.105710","url":null,"abstract":"<div><div>Very recently, Least Absolute Shrinkage and Selection Operator (LASSO) has been proposed as a scheme capable to inversely estimate radioactive source distributions inside reactor building rooms from air dose rate measurements together with the predicted lower bound of the measurement numbers for successful reconstructions. However, no one has ever analyzed how the uncertainty of input data including the measurement errors influences the accuracy of the inverse estimation results. In this paper, we therefore perform uncertainty analysis of the LASSO scheme and suggest an uncertainty estimation function derived based on the theory of Candes. We actually demonstrate in two types of numerical tests with different input uncertainties obtained by using Monte Carlo code, Particle and Heavy Ion Transport code System (PHITS) that the calculated errors obey the proposed uncertainty estimation function. Thus, the LASSO scheme allows to successfully estimate radioactive distributions within the predicted uncertainty.</div></div>","PeriodicalId":20617,"journal":{"name":"Progress in Nuclear Energy","volume":"184 ","pages":"Article 105710"},"PeriodicalIF":3.3,"publicationDate":"2025-03-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143579402","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
Development of a semiempirical model for the aerosol scrubbing in a sodium pool 开发钠池气溶胶洗涤半经验模型
IF 3.3 3区 工程技术
Progress in Nuclear Energy Pub Date : 2025-03-08 DOI: 10.1016/j.pnucene.2025.105699
Gen Jiang , Mou Wang , Jingyu Guo , Kai Wang , Songbai Cheng
{"title":"Development of a semiempirical model for the aerosol scrubbing in a sodium pool","authors":"Gen Jiang ,&nbsp;Mou Wang ,&nbsp;Jingyu Guo ,&nbsp;Kai Wang ,&nbsp;Songbai Cheng","doi":"10.1016/j.pnucene.2025.105699","DOIUrl":"10.1016/j.pnucene.2025.105699","url":null,"abstract":"<div><div>In sodium cooled fast reactors, failure of fuel rods may result in the release of radioactive fission products into the coolant pool. Radionuclides may be transported to the cover gas area through bubble entrainment, thereby affecting the normal operation of the reactor system. Therefore, the calculation of the scrubbing mechanism of radioactive fission product aerosols in the rising bubbles of the sodium pool is crucial to ensure the safe operation of fast reactor. In this study, we intend to propose a new sodium pool scrubbing model to evaluate the retention capacity of sodium pools for fission products. The model includes two modules: bubble dynamics module to calculate bubble size, eccentricity, and rising speed; aerosol pool scrubbing module considering four aerosol removal mechanisms: Brownian diffusion, gravitational sedimentation, inertial deposition, and vapor condensation. The model was firstly validated by two transient scenarios, PLOF+ and UTOP+. Moreover, SRT (Simplified Radionuclide Transport) experiments were utilized to validate the model. To further improve the accuracy of the model, we modified the model by introducing a correlation factor to correct the inertial deposition effect. In addition, the influence of various key parameters on the efficiency of pool scrubbing was discussed. The results show that larger bubble diameters and deeper depths have a promoting effect on the pool scrubbing efficiency; The influence of particle diameter is nonmonotonic; The pool temperature has no significant impact.</div></div>","PeriodicalId":20617,"journal":{"name":"Progress in Nuclear Energy","volume":"184 ","pages":"Article 105699"},"PeriodicalIF":3.3,"publicationDate":"2025-03-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143579384","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 simulator and controller for the real-time autonomous operation of pressurized water reactors based on expert systems
IF 3.3 3区 工程技术
Progress in Nuclear Energy Pub Date : 2025-03-05 DOI: 10.1016/j.pnucene.2025.105675
Marcos A.G.S. Filho , Igor B. Baptista , Alan M.M. Lima , Victor H.C. Pinheiro , Roberto Schirru
{"title":"A simulator and controller for the real-time autonomous operation of pressurized water reactors based on expert systems","authors":"Marcos A.G.S. Filho ,&nbsp;Igor B. Baptista ,&nbsp;Alan M.M. Lima ,&nbsp;Victor H.C. Pinheiro ,&nbsp;Roberto Schirru","doi":"10.1016/j.pnucene.2025.105675","DOIUrl":"10.1016/j.pnucene.2025.105675","url":null,"abstract":"<div><div>Pressurized Water Reactor (PWR) power control is carried out by continuously monitoring relevant parameters that depend on operating conditions. It is up to the plant operator to identify when one of these parameters move out of its expected values and perform all the necessary procedures to guarantee that these parameters return to its pre-defined values in a safe way. However, decision-making of which procedures should be done by reactor operators can be subjective, based both on official guidelines and operator expertise. The objective of this work is to implement a real-time autonomous operation system (AOS) that incorporates the knowledge of a human operator for the core power control of a PWR. This AOS is divided in two modules: an expert system controller and a reactivity simulator module. The expert system controller must be able to reproduce all decision processes that would be done by a human operator during their daily activities, while the reactivity simulator reproduces the online behavior of the nuclear plant. The implementation of this AOS is verified and validated against real data of a full operational cycle of a PWR and the presented results show an excellent agreement between AOS simulation and reactor records.</div></div>","PeriodicalId":20617,"journal":{"name":"Progress in Nuclear Energy","volume":"184 ","pages":"Article 105675"},"PeriodicalIF":3.3,"publicationDate":"2025-03-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143548621","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
Advanced and Small Modular Reactors’ supply chain: Current status and potential for global cooperation
IF 3.3 3区 工程技术
Progress in Nuclear Energy Pub Date : 2025-03-05 DOI: 10.1016/j.pnucene.2025.105661
Farooq Ahmad, Shoaib Usman
{"title":"Advanced and Small Modular Reactors’ supply chain: Current status and potential for global cooperation","authors":"Farooq Ahmad,&nbsp;Shoaib Usman","doi":"10.1016/j.pnucene.2025.105661","DOIUrl":"10.1016/j.pnucene.2025.105661","url":null,"abstract":"<div><div>A well-developed and fully coordinated supply chain not only brings down the direct EPC cost but also provides cheaper design options. Most importantly, a local well-established supply chain reduces uncertainty and risks associated with construction time and project cost overrun and hence limits the contingencies which are about 15 % of total investment costs. It is therefore important to fully understand the status of one's supply chain before embarking on a major engineering project. In the recent past, the manufacturing and procurement issues along with immaturity of design and licensing, have caused delays and cost overruns in Gen-III FOAK construction projects in many countries This study includes the attributes of Small Modular Reactors (SMRs), their current status and potential capability in the Midwest of the United States for its active participation in nuclear supply chain. Moreover, Applicable codes and standards pertinent to nuclear industry are discussed along with the potential challenges for globalization of nuclear supply chain. Among those, adoptability and acceptance of nuclear codes/standards are major issues. The harmonization of various codes and standards would result in lowering the costs during construction and operation.</div></div>","PeriodicalId":20617,"journal":{"name":"Progress in Nuclear Energy","volume":"184 ","pages":"Article 105661"},"PeriodicalIF":3.3,"publicationDate":"2025-03-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143548622","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 load following reactivity control system for nuclear microreactors
IF 3.3 3区 工程技术
Progress in Nuclear Energy Pub Date : 2025-03-03 DOI: 10.1016/j.pnucene.2025.105676
Kamal K. Abdulraheem, Sooyoung Choi, Qicang Shen, Brendan Kochunas, Majdi I. Radaideh
{"title":"A load following reactivity control system for nuclear microreactors","authors":"Kamal K. Abdulraheem,&nbsp;Sooyoung Choi,&nbsp;Qicang Shen,&nbsp;Brendan Kochunas,&nbsp;Majdi I. Radaideh","doi":"10.1016/j.pnucene.2025.105676","DOIUrl":"10.1016/j.pnucene.2025.105676","url":null,"abstract":"<div><div>Microreactors are scaled-down versions of small modular nuclear reactors designed to simplify the deployment and reduce the cost of nuclear energy. One of the key requirements for achieving these goals is the development of reliable load-following control systems. In this study, we designed and analyzed three load-following control systems for a microreactor design. The microreactor core is modeled using a nonlinear point kinetics model coupled with thermal-hydraulic, fission product poison, and reactivity models. The first control method implemented was a nonlinear second-order super-twisting sliding mode control system (STC), enhanced with a moving average filter to mitigate chattering—a high-frequency phenomenon that can damage actuators. The second approach utilized a nonlinear model predictive control (NMPC) scheme with an extended Kalman filter for improved state estimation. The final design was a PID controller, optimized with anti-windup compensation for the integral term and a filter for the derivative component to handle noise. We evaluated these control systems through simulation experiments, focusing on their stability, tracking performance, and control effort. The results show that all three control systems achieved the desired load-following capability. While the PID controller required the least control effort, error analysis metrics such as integral absolute error (IAE) and integral time absolute error (ITAE) revealed that its performance deteriorates over time due to its linear nature. In contrast, the second-order sliding mode controller (STC) and NMPC demonstrated superior error handling and robustness than PID concerning accuracy and stability. Nonetheless, unlike the nonlinear model predictive controller, the second-order sliding mode control system still suffers from chattering.</div></div>","PeriodicalId":20617,"journal":{"name":"Progress in Nuclear Energy","volume":"184 ","pages":"Article 105676"},"PeriodicalIF":3.3,"publicationDate":"2025-03-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143529039","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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