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Design and optimization of molten salt reactor monitoring system based on digital twin technology 基于数字孪生技术的熔盐堆监测系统设计与优化
IF 0.5 4区 工程技术 Q4 NUCLEAR SCIENCE & TECHNOLOGY Pub Date : 2022-11-22 DOI: 10.1515/kern-2022-0055
Wen-qing Liu, Lifeng Han, Li Huang
Abstract The nuclear power industry is developing rapidly toward intelligence and scale, the digital twin was combined with the industrial interconnection technology to solve the key problems in the application of the digital twin, such as the three-dimensional model presentation, real-time data docking, and the improvement of intelligence degree. Based on the example of Thorium Molten Salt Reactor-Solid Fuel (TMSR-SF0). Firstly, the three-dimensional twin of nuclear power equipment is constructed and the real-time update of twin data is realized based on the Node-EPICS event driver and Websocket communication protocol; Then, the communication interface with MySQL database is developed to realize the storage and management of data; Finally, the PID control system of molten salt circuit pipeline is integrated with back propagation neural network algorithm, and the efficiency and precision of temperature control system are improved by self-modification of weight. The results show that this system has the functions of three-dimensional display, network communication, data storage, and parameter optimization, and the data update cycle is raised to 100 ms, which can provide a certain reference value for the digital transformation of the nuclear monitoring field.
摘要在核电工业向智能化、规模化快速发展的背景下,将数字孪生技术与工业互联技术相结合,解决了数字孪生技术应用中的三维模型呈现、实时数据对接、智能化程度提升等关键问题。以钍熔盐堆-固体燃料(TMSR-SF0)为例。首先,基于Node-EPICS事件驱动和Websocket通信协议,构建了核电设备的三维孪生体,实现了孪生体数据的实时更新;然后,开发了与MySQL数据库的通信接口,实现了数据的存储和管理;最后,将熔盐回路管路的PID控制系统与反向传播神经网络算法相结合,通过权值的自修正来提高温度控制系统的效率和精度。结果表明,该系统具有三维显示、网络通信、数据存储、参数优化等功能,数据更新周期提高到100 ms,可为核监测领域的数字化转型提供一定的参考价值。
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引用次数: 1
Improving of electric network feeding nuclear facility based on multiple types DGs placement 基于多型dg布置的电网馈电核设施改进
IF 0.5 4区 工程技术 Q4 NUCLEAR SCIENCE & TECHNOLOGY Pub Date : 2022-10-19 DOI: 10.1515/kern-2022-0068
A. Saleh, A. Adail
Abstract Nuclear Facility (NF), during shutdown and startup, are in the essential need for reliable electric power that should be delivered by electric power grid to NF. Safe operation of NF needs a limited variation in both frequency and voltage.The reduction of power losses, improving voltage profile, and frequency in electric grid connected with NF can be achieved by optimally distributed generators (DGs) placement. This paper presents a mathematical model for multible types of DGs placement in electric grid feeding NF. Also, it proposes artificial intelligence solution methodology for active and reactive power DGs placement problem. The trained Adaptive Neuro-Fuzzy Inference System (ANFIS) with Cat Swarm Optimization algorithm (CSO) is used for optimal solution. The optimization technique is tested and validated by using different sizes of electric grid. Test results showed a more reliable and efficient approach compared with other approachs.
摘要核设施在停堆和启动过程中需要可靠的电力,这些电力需要通过电网输送到核设施。NF的安全运行需要频率和电压的有限变化。通过优化分布发电机(dg)的配置,可以降低电网的功率损耗,改善电压分布和频率。本文提出了一种多类型dg在馈电NF中布设的数学模型。提出了有功和无功dg布放问题的人工智能解决方法。采用训练好的自适应神经模糊推理系统(ANFIS)和Cat群优化算法(CSO)求解最优解。通过不同规模的电网对优化技术进行了测试和验证。实验结果表明,该方法比其他方法更可靠、有效。
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引用次数: 0
A sustainable solution to ensure the dependently and safety of electrical grid relying on optimal allocation of UPFC for research reactor 基于研究堆UPFC优化配置的电网独立安全可持续解决方案
IF 0.5 4区 工程技术 Q4 NUCLEAR SCIENCE & TECHNOLOGY Pub Date : 2022-10-14 DOI: 10.1515/kern-2022-0057
Yasser Ammar, A. Elbaset, A. Adail, Sayed El. Araby
Abstract The dependently of the electrical grid is critical key point to safety of the nuclear research reactor (NRR) operation. This paper provides an optimization approach relying on optimal allocation of UPFC device to obtain higher electrical power quality of such nuclear facilities. The particle swarm optimization (PSO) technique was used to address the optimal UPFC allocation problem. The suggested approach is applied to the IEEE 33-bus test system, and results reveal that the suggested PSO is more efficient in minimizing total power losses and enhancing voltage profile using only one of UPFC device. The results show the technique is good method in this case.
摘要电网的依赖性是影响核研究堆安全运行的关键问题。本文提出了一种依靠UPFC设备优化配置的优化方法,以获得该类核设施较高的电能质量。采用粒子群优化(PSO)技术解决UPFC的最优分配问题。将该方法应用于IEEE 33总线测试系统,结果表明,该方法在减小总功耗和增强电压分布方面更有效,仅使用一个UPFC设备。结果表明,该技术是一种较好的方法。
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引用次数: 0
Untraditional solution for enhancing the performance of U-20 % Zr metallic alloy as an ATF using liquid metal bonded gap 利用液态金属结合隙提高u - 20% Zr金属合金ATF性能的非传统解决方案
IF 0.5 4区 工程技术 Q4 NUCLEAR SCIENCE & TECHNOLOGY Pub Date : 2022-10-13 DOI: 10.1515/kern-2022-0065
M. M. Mohsen, M. Abdel‐Rahman, A. Galahom
Abstract This study looks for innovative methods to improve the overall performance of the U-20% Zr metallic fuel. The first solution is to swap out the helium gap for a ternary liquid metal bonded gap while the second involves minimizing the helium gap’s thickness to 0.04 mm in order to minimize its thermal resistance. The proposed solutions have been subjected to neutronic, thermal-hydraulic, and solid structure investigations, and their performance has been contrasted with that of a typical U-20% Zr metallic alloy with a 0.08 mm He-gap. According to neutronic analysis, the investigated fuel materials have almost identical neutronic performance. After using the LM bonded gap, both thermal-hydraulic and solid structure performance improved significantly. The performance of the U-20% Zr with 0.04 mm He-gap was moderate and unattractive to be used since it was deduced that its drawbacks outweighed its benefits.
摘要本研究旨在探索提高U-20% Zr金属燃料整体性能的创新方法。第一种解决方案是将氦隙换成三元液态金属键合隙,第二种解决方案是将氦隙的厚度减小到0.04毫米,以最小化其热阻。对所提出的溶液进行了中子、热水力和固体结构研究,并将其性能与典型的U-20% Zr金属合金的性能进行了对比,其he间隙为0.08 mm。根据中子分析,所研究的燃料材料具有几乎相同的中子性能。采用LM键合间隙后,热工性能和固相结构性能均有显著提高。0.04 mm he间隙的U-20% Zr的性能一般,不适合使用,因为它的缺点大于它的优点。
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引用次数: 3
Pressurizer system dynamic model for transient control in PWR 压水堆稳压器系统暂态控制动力学模型
IF 0.5 4区 工程技术 Q4 NUCLEAR SCIENCE & TECHNOLOGY Pub Date : 2022-10-06 DOI: 10.1515/kern-2022-0038
H. Selim, N. El-Sahlamy
Abstract The pressurizer system of pressurized water reactor (PWR) maintains the reactor coolant system pressure during steady-state operation and limits pressure changes during transients. The in/out surge transients will cause pressure variations and they are controlled by either the spray system or the heater system. The spray system is actuated when the pressure exceeds a preset value. The heater system is initiated when the pressure falls below a preset value. The fundamental understanding and a reliable modeling of the pressurizer system behavior under steady state and transient conditions are needed to simulate overall nuclear power plant behavior. In the present study, an algorithm using Python 3.7 is developed to represent the dynamic behavior of the pressurizer system under steady-state and during in/out surge transients. Moreover, RELAP5 code is used to simulate the pressurizer system during the prescribed transients. The analysis and assessment results demonstrate satisfactory control performance during the in/out surge transients that guarantee the safety of PWR during operation. Also, the comparison between Python algorithm and RELAP5 model illustrates the capability and effectiveness of the Python algorithm for dynamic simulation and control.
压水堆(PWR)稳压器系统在稳定运行时维持反应堆冷却剂系统压力,并在瞬态运行时限制压力变化。输入/输出喘振瞬态将引起压力变化,它们由喷雾系统或加热系统控制。当压力超过预设值时,喷雾系统启动。当压力低于预设值时,加热系统启动。对稳压器系统在稳态和瞬态状态下的性能有一个基本的认识和可靠的建模是模拟整个核电站运行的必要条件。在本研究中,使用Python 3.7开发了一种算法来表示稳压器系统在稳态和进出喘振瞬态期间的动态行为。此外,还利用RELAP5代码对稳压器系统在规定的瞬态进行了模拟。分析和评价结果表明,进出喘振暂态控制性能良好,保证了压水堆运行安全。同时,将Python算法与RELAP5模型进行比较,说明了Python算法在动态仿真与控制方面的能力和有效性。
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引用次数: 0
A review on optimal UPFC device placement in electric power systems 电力系统中UPFC器件最优放置的研究进展
IF 0.5 4区 工程技术 Q4 NUCLEAR SCIENCE & TECHNOLOGY Pub Date : 2022-10-03 DOI: 10.1515/kern-2022-0063
Yasser Ammar, A. Elbaset, A. Adail, Sayed. M. S. El Araby, A. Saleh
Abstract UPFC device is discussed in this paper along with their models and functions. Moreover, the suggested and the complementally approaches in the current research study. As a result, the methods are divided into three divisions, which are sensitivity analysis based methods, conventional optimization based methods and artificial intelligence (AI) based methods. In addition, artificial intelligence based methods plays a major role in reducing the search space region. However, to optimize the resulting benefits, the placement, sizing and parameter of UPFC device should be determined. This paper presents and discusses in depth an overall review of the last two decades’ studies, including proposed and comparative methods and strategies, approaches, objective functions, UPFC device tools utilized, limitations, contingency situations and all parameters evaluated and simulated. This paper also provides an analysis of UPFC’s various benefits and uses of power flow studies, such as, power loss mitigation, system load ability improvement, power system security, enhancement of voltage stability, cost of generation and UPFC installation and utilizing specific optimization techniques. Therefore, a more weighted overview of the proposed method is presented focused on artificial intelligence optimization methods.
本文讨论了UPFC器件的模型和功能。此外,本研究还提出了建议和补充的方法。因此,将方法分为基于灵敏度分析的方法、基于常规优化的方法和基于人工智能的方法三大类。此外,基于人工智能的方法在缩小搜索空间区域方面起着重要作用。然而,为了优化最终的效益,需要确定UPFC设备的放置位置、尺寸和参数。本文对过去二十年的研究进行了全面的回顾和深入的讨论,包括提出的和比较的方法和策略、途径、目标函数、UPFC设备工具、局限性、应急情况以及评估和模拟的所有参数。本文还分析了UPFC的各种好处和潮流研究的用途,例如,减少功率损耗,提高系统负载能力,电力系统安全性,增强电压稳定性,发电成本和UPFC安装和利用特定的优化技术。因此,对所提出的方法进行了更加权的概述,重点介绍了人工智能优化方法。
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引用次数: 1
CFD simulation on flow boiling in full scale 5 × 5 rod bundle 全尺寸5 × 5棒束流动沸腾的CFD模拟
IF 0.5 4区 工程技术 Q4 NUCLEAR SCIENCE & TECHNOLOGY Pub Date : 2022-09-30 DOI: 10.1515/kern-2022-0031
Bing Ren, F. Gan, Ping Yang
Abstract The paper presents a Computational Fluid Dynamics (CFD) methodology to model gas-liquid boiling flow in a full scale 5 × 5 rod bundle with spacer grid typical in Pressurized Water Reactor (PWR) fuel rod bundle. The CFD modeling method is developed based on the STAR-CCM+ CFD code, including the Eulerian-Eulerian two-fluid model and the improved wall heat partitioning model. The OECD/NRC PWR Sub-channel and Bundle Tests (PSBT) are used as a numerical benchmark to assess the simulation quantitatively. The simulated geometry is a full scale of 5 × 5 fuel rod bundle with 17 spacers, including 7 mixing vane spacers (MV), 8 simple spacers (SS) and 2 non-mixing vane spacers (NMV). The present simulated results are in good agreement with the experimental results, the average error of the simulated cross-section void fraction is less than 20%. Based on the simulations, the axial distributions of second flow intensity, the rod surface temperature, bulk fluid temperature, and the void fraction are discussed. The results show that the spacer grid structures, especially the mixing vane, play an essential part in spreading the bubbles, reducing the void fraction and the rod surface temperature.
摘要本文采用计算流体力学(CFD)方法对压水堆(PWR)燃料棒束中典型的带间隔栅的全尺寸5 × 5棒束内气液沸腾流动进行了模拟。基于STAR-CCM+ CFD代码开发了CFD建模方法,包括欧拉-欧拉双流体模型和改进的壁面热分配模型。OECD/NRC压水堆子通道和束试验(PSBT)被用作定量评估模拟的数值基准。模拟的几何形状是全尺寸的5 × 5燃料棒束,其中有17个间隔片,包括7个混合叶片间隔片(MV), 8个简单间隔片(SS)和2个非混合叶片间隔片(NMV)。本文的模拟结果与实验结果吻合较好,模拟截面孔隙率的平均误差小于20%。在此基础上,讨论了二次流强度、抽油杆表面温度、总体流体温度和空隙率的轴向分布。结果表明,间隔栅结构,特别是混合叶片,对气泡的扩散、空隙率的降低和棒表面温度的降低起着至关重要的作用。
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引用次数: 0
Optimization of PID controller for water level control of the nuclear steam generator using PSO and GA 基于粒子群算法和遗传算法的核蒸汽发生器水位PID控制器优化
IF 0.5 4区 工程技术 Q4 NUCLEAR SCIENCE & TECHNOLOGY Pub Date : 2022-09-15 DOI: 10.1515/kern-2021-1038
O. Safarzadeh, Amir Tizdast
Abstract The water level control system implicated in the nuclear steam generator has played an essential role in unexpected shutdowns of the power plant. According to reports, about 25% of the emergency power blackouts are caused by improper level control systems. The effectiveness of optimization methods in designing a controller is currently proved in different disciplines. The novelty of this paper is the proportional integral derivative (PID) controller tuning of nuclear steam generator by particle swarm optimization (PSO) and genetic algorithm (GA) for the lowest steady-state error, overshoot, undershoot, and settling time. Different types of the cost function are employed to obtain the controller gains. The integral of the absolute error (IAE), square error (ISE), time-weighted average error (ITAE), time-weighted square error (ITSE), and a weighted function based on overshoot, undershoot, and settling time are used. The gain scheduling of optimized PIDs is used to have an entire operating range control system. The desired load-following and stability of the optimized PID controller are investigated under both time and frequency domains using trajectory tracking, disturbance rejection, and Nichols chart criterion.
摘要核蒸汽发生器水位控制系统在电站意外停堆中起着至关重要的作用。据报道,大约25%的紧急停电是由于液位控制系统不正确造成的。优化方法在控制器设计中的有效性目前在不同的学科中得到了证明。本文的新颖之处在于利用粒子群优化和遗传算法对核蒸汽发生器的比例积分导数(PID)控制器进行最小稳态误差、超调、欠调和沉降时间的整定。采用不同类型的代价函数来获得控制器增益。采用绝对误差(IAE)、平方误差(ISE)、时间加权平均误差(ITAE)、时间加权平方误差(ITSE)的积分,以及基于超调、欠调和沉降时间的加权函数。通过优化pid的增益调度,实现了系统的全工作范围控制。利用轨迹跟踪、干扰抑制和尼科尔斯图准则,研究了优化后的PID控制器在时域和频域下的期望负载跟踪和稳定性。
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引用次数: 1
Safety assessment and management of spent nuclear fuel for TRIGA mark II research reactor TRIGA mark II型研究堆乏燃料安全评价与管理
IF 0.5 4区 工程技术 Q4 NUCLEAR SCIENCE & TECHNOLOGY Pub Date : 2022-08-29 DOI: 10.1515/kern-2022-0016
Beya Heritier, Rowayda F. Mahmoud, A. El Saghir, M. Shaat, A. Badawi
Abstract Democratic Republic of Congo (DRC) has a TRIGA mark II research reactor called TRICO II, its design power is 1.00 MW. The reactor was in extended shutdown state since November 2004. The DRC government has decided to resume its operation using the last uploaded core. One of the safety features to be determined before putting the spent fuel into the reactor core is the calculation of its excess reactivity, radionuclide inventories as well as its discharge burn-up. The spent fuel was modeled and simulated by using Monte Carlo software, MCNPX code. The input data and the horizontal and vertical modeling for the fuel pins, control rods and moderator were done. The model results were validated by calculating the effective delayed neutron fraction (β eff) and the worth of the control rods. The results of the criticality and fuel burn-up were compared with the reference design parameters and with the experimental measurements and it were found in good agreement. The calculations showed that the last uploaded core has 47.00 g of 235U which represent only 2% of fissile materials. The depletion analysis results showed that the highest radio-activities come from 151Sm, 137Cs, 90Y, 90Sr and 85Kr.
刚果民主共和国(DRC)有一座TRIGA mark II型研究堆,称为TRICO II,其设计功率为1.00 MW。该反应堆自2004年11月以来一直处于长时间关闭状态。刚果民主共和国政府决定使用最后上传的核恢复其运行。在将乏燃料放入反应堆堆芯之前,需要确定的安全特性之一是计算其过度反应性、放射性核素库存以及排放燃耗。利用蒙特卡罗软件MCNPX代码对乏燃料进行了建模和仿真。完成了燃料销、控制棒和慢化剂的输入数据和水平、垂直建模。通过计算有效延迟中子分数(β eff)和控制棒的价值,对模型结果进行了验证。将临界值和燃耗值与参考设计参数和实验测量值进行了比较,结果吻合较好。计算表明,最后上传的堆芯含有47.00克235U,仅占裂变材料的2%。损耗分析结果表明,151Sm、137Cs、90Y、90Sr和85Kr的放射性活性最高。
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引用次数: 0
Computational fluid dynamics simulation of material testing reactor spent fuel cooling in wet storage 材料试验堆乏燃料湿贮存冷却计算流体动力学模拟
IF 0.5 4区 工程技术 Q4 NUCLEAR SCIENCE & TECHNOLOGY Pub Date : 2022-08-17 DOI: 10.1515/kern-2022-0039
S. Abdel-Latif, S. Elnaggar
Abstract Safe and efficient storage of spent fuel elements is an important aspect of the safety and economy of nuclear reactors. The present work investigates the thermal-hydraulic behaviour of the cooling process for the nuclear spent fuel stored in the material testing reactor auxiliary pool. The parameters affected by the spent fuel cooling accuracy, the decay power of spent fuel and the initial temperature of the coolant pool are studied. These parameters are simulated by developing a model using thermal-hydraulic computational fluid dynamics, ANSYS FLUENT 17.2 Code. The developed model is evaluated by the previous measurements; an experimental test rig is designed and constructed to investigate the thermal-hydraulic behaviour of the natural circulation cooling of the nuclear spent fuel. The present study uses the validated model to simulate numerically the forced convection heat transfer for spent fuel pools. Various coolant velocities and decay powers are examined. Also, the thermal-hydraulic behaviour of the nuclear spent fuel is studied in transient mode; the initial temperature is raised to 338K. The results show the spent fuel cooling improves as the coolant velocity increases. A good agreement was identified after comparing experimental results with the investigated model.
乏燃料元件的安全高效贮存是核反应堆安全性和经济性的一个重要方面。本文研究了材料试验堆辅助池中贮存的乏燃料冷却过程的热水力特性。研究了乏燃料冷却精度、乏燃料衰变功率和冷却液池初始温度等参数对冷却精度的影响。利用热液计算流体动力学软件ANSYS FLUENT 17.2 Code建立模型,对这些参数进行了模拟。利用先前的测量对所建立的模型进行评价;为研究乏燃料自然循环冷却的热水力特性,设计并建造了一个实验试验台。本文利用该模型对乏燃料池强制对流换热过程进行了数值模拟。考察了各种冷却剂的速度和衰变功率。此外,还研究了核乏燃料在瞬态模式下的热水力特性;初始温度升高到338K。结果表明,随着冷却剂速度的增加,乏燃料冷却性能得到改善。将实验结果与所研究的模型进行了比较,得到了较好的一致性。
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引用次数: 0
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