核微堆负荷跟随反应性控制系统

IF 3.2 3区 工程技术 Q1 NUCLEAR SCIENCE & TECHNOLOGY
Kamal K. Abdulraheem, Sooyoung Choi, Qicang Shen, Brendan Kochunas, Majdi I. Radaideh
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引用次数: 0

摘要

微反应堆是小型模块化核反应堆的缩小版,旨在简化部署并降低核能成本。实现这些目标的关键要求之一是开发可靠的负载跟踪控制系统。在本研究中,我们设计并分析了用于微反应器设计的三种负载跟随控制系统。微堆堆芯采用非线性点动力学模型,结合热-水力、裂变产物毒性和反应性模型进行建模。采用的第一种控制方法是非线性二阶超扭滑模控制系统(STC),该系统采用移动平均滤波器进行增强,以减轻抖振(一种可能损坏致动器的高频现象)。第二种方法利用非线性模型预测控制(NMPC)方案和扩展卡尔曼滤波器来改进状态估计。最后设计了一个PID控制器,对积分项进行了抗上卷补偿,并对导数分量进行了滤波以处理噪声。我们通过仿真实验评估了这些控制系统,重点关注它们的稳定性、跟踪性能和控制努力。结果表明,三种控制系统均达到了预期的负载跟踪能力。虽然PID控制器需要最少的控制努力,但误差分析指标,如积分绝对误差(IAE)和积分时间绝对误差(ITAE)显示,由于其线性特性,其性能随着时间的推移而恶化。相比之下,二阶滑模控制器(STC)和NMPC在精度和稳定性方面表现出比PID更好的误差处理和鲁棒性。然而,与非线性模型预测控制器不同,二阶滑模控制系统仍然存在抖振问题。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A load following reactivity control system for nuclear microreactors
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.
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来源期刊
Progress in Nuclear Energy
Progress in Nuclear Energy 工程技术-核科学技术
CiteScore
5.30
自引率
14.80%
发文量
331
审稿时长
3.5 months
期刊介绍: Progress in Nuclear Energy is an international review journal covering all aspects of nuclear science and engineering. In keeping with the maturity of nuclear power, articles on safety, siting and environmental problems are encouraged, as are those associated with economics and fuel management. However, basic physics and engineering will remain an important aspect of the editorial policy. Articles published are either of a review nature or present new material in more depth. They are aimed at researchers and technically-oriented managers working in the nuclear energy field. Please note the following: 1) PNE seeks high quality research papers which are medium to long in length. Short research papers should be submitted to the journal Annals in Nuclear Energy. 2) PNE reserves the right to reject papers which are based solely on routine application of computer codes used to produce reactor designs or explain existing reactor phenomena. Such papers, although worthy, are best left as laboratory reports whereas Progress in Nuclear Energy seeks papers of originality, which are archival in nature, in the fields of mathematical and experimental nuclear technology, including fission, fusion (blanket physics, radiation damage), safety, materials aspects, economics, etc. 3) Review papers, which may occasionally be invited, are particularly sought by the journal in these fields.
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