西安交通大学核科学与技术学院,710049,西安
中国核电工程有限公司,100840,北京
肖龙昊(1999—),男,博士生;
孙培伟(通信作者),男,教授,博士生导师。
收稿:2026-01-23,
网络首发:2026-06-05,
纸质出版:2026-11-10
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肖龙昊, 吴长浩, 孙培伟, 等. 气冷微堆多变量模型预测协调控制方法[J/OL]. 西安交通大学学报,2026,60 (11):190-202. https://doi.org/10.7652/xjtuxb202611017.
XIAO Longhao, WU Changhao, SUN Peiwei, et al. Multivariable Model Predictive Coordinated Control Method for Gas-Cooled Micro-Reactors[J/OL]. Journal of Xi'an Jiaotong University,2026,60 (11):190-202. https://doi.org/10.7652/xjtuxb202611017.
肖龙昊, 吴长浩, 孙培伟, 等. 气冷微堆多变量模型预测协调控制方法[J/OL]. 西安交通大学学报,2026,60 (11):190-202. https://doi.org/10.7652/xjtuxb202611017. DOI:
XIAO Longhao, WU Changhao, SUN Peiwei, et al. Multivariable Model Predictive Coordinated Control Method for Gas-Cooled Micro-Reactors[J/OL]. Journal of Xi'an Jiaotong University,2026,60 (11):190-202. https://doi.org/10.7652/xjtuxb202611017. DOI:
针对气冷微堆系统多回路强耦合、非线性显著、运行约束严格等控制难题,提出一种基于模型预测控制(MPC)的多变量解耦与协调控制方法。首先,分析双向能量传递机理与一、二回路开环动态响应,引入相对增益矩阵量化系统耦合特性,并揭示系统非线性动态特征。然后,设计基于增益调度的MPC多变量解耦控制器,显式处理执行器约束,实现二回路内部的动态优化解耦。最后,提出基于MPC的多变量协调控制方案,将氦气温度作为可测扰动,并结合动态匹配补偿机制,实现电功率、空气温度与氦气温度的全局协同控制。仿真结果表明:相较于传统比例积分微分(PID)及前馈解耦PID方法,所提方案在多种负荷变化及扰动工况下,均能有效抑制关键变量超调量、减小动态偏差;在100%功率的阶跃降负荷工况下,完全消除电功率的超调量,并将空气温度和氦气温度最大偏差分别较传统PID控制减少了76.7%和55.2%,显著提升了气冷微堆的整体控制品质与运行稳定性。
To address the control challenges of gas-cooled micro-reactor systems
including strong multi-loop coupling
significant nonlinearity
and stringent operational constraints
a multivariable decoupling and coordinated control method based on model predictive control (MPC) is proposed. First
the bidirectional energy transfer mechanism and the open-loop dynamic responses of the primary and secondary loops are analyzed
and the relative gain array (RGA) is introduced to quantify the system coupling characteristics.The nonlinear dynamic features of the system are revealed through open-loop tests at different power levels.Subsequently
a gain-scheduled MPC multivariable decoupling controller is designed to explicitly handle actuator constraints and achieve dynamic optimal decoupling within the secondary loop. Finally
an MPC-based multivariable coordinated control scheme is proposed
in which the helium temperature is treated as a measurable disturbance.By incorporating a dynamic matching compensation mechanism
this scheme realizes the global coordinated control of the electric power
air temperature
and helium temperature.Simulation results demonstrate that compared with conventional proportionalintegral-derivative (PID) and feedforward decoupling PID methods
the proposed multivariable decoupling and coordinated MPC scheme effectively suppresses the overshoot of key variables and reduces dynamic deviations under various load transients and disturbance conditions.During a step load reduction at the 100% power
the overshoot of electric power is completely eliminated
and the maximum deviations of the air temperature and helium temperature are reduced by 76.7% and 55.2%
respectively
compared with conventional PID control
thereby significantly enhancing the overall control quality and operational stability of the gas-cooled micro-reactor.
Martin N,Charlot L,Strydom G.A MOOSE-based model for fission product transport and source term estimation for high-temperature gas-cooled reactors [J].Nuclear Technology,2025,211(8):1674-1698.
DeBoisset S,Charlot L,Freyman T,et al.Modeling a gas-cooled microreactor balance of plant for the virtual test bed [J].Transactions of the American Nuclear Society,2023,129:864-867.
俞荣君,杨睿,李维汉,等.超高温高功率密度的小型气冷堆堆芯方案研究[J].节能技术,2024,42(5):425-429 .
Yu Rongjun,Yang Rui,Li Weihan,et al.Research on ultra-high temperature and high power density small gas-cooled reactor core scheme[J].Energy Conserva tion Technology,2024,42(5):425-429.
吴杨茂,唐思邈,朱隆祥,等.氦氙气冷空间堆耦合布雷顿循环核电源系统瞬态特性分析[J].原子能科学技术,2025,59(5):973-987.
Wu Yangmao,Tang Simiao,Zhu Longxiang,et al. Transient characteristics analysis of He-Xe cooled space reactor coupled with Brayton cycle nuclear power system[J].Atomic Energy Science and Technology, 2025,59(5):973-987.
李颖,姜明月,吴长浩,等.新型气冷微堆系统建模与控制系统设计[J].核动力工程,2025,46(5):195-204.
Li Ying,Jiang Mingyue,Wu Changhao,et al.Modeling and control system design of a new gas-cooled microreactor system[J].Nuclear Power Engineering, 2025,46(5):195-204.
邱磊磊,范遂,魏新宇,等.气冷微堆动态特性分析与稳态运行方案设计[J].核动力工程,2024,45(1):139-144.
Qiu Leilei,Fan Sui,Wei Xinyu,et al.Dynamic characteristics analysis and steady-state operation scheme design of gas-cooled microreactor[J].Nuclear Power Engineering,2024,45(1):139-144.
董哲,黄晓津.高温气冷堆PD输出反馈功率控制的镇定性能分析[J].原子能科学技术,2015,49(增刊1):402-408.
Dong Zhe,Huang Xiaojin.Stabilization analysis of PD output feedback power-level control for high temperature gas-cooled reactor[J].Atomic Energy Science and Technology,2015,49(S1):402-408.
Ming Yang,Tian Ruifeng,Zhao Fulong,et al.Control strategies and transient characteristics of a 5 MW·h small modular supercritical CO 2 Brayton-cycle reactor system [J ] . Applied Thermal Engineering, 2023, 235:121302.
Wu Shifa,Ma Xiaolong,Liu Junfeng,et al.A load following control strategy for Chinese modular hightemperature gas-cooled reactorHTR-PM [J].Energy, 2023,263,Part A:125459.
Jiang Di, Dong Zhe. Dynamic matrix control for thermal power of multi-modular high temperature gas-cooled reactor plants [J].Energy,2020,198:117386.
Geng Xuyao,Wang Jie.Study on power regulation methods of microreactor coupled with closed helium gas turbine direct cycle [C]//202431st International Conference on Nuclear Engineering.New York,USA:ASME,2024:V004T04A022 .
晏勇,杜继宏,冯元琨.10 MW高温气冷堆的协调控制方案[J].清华大学学报(自然科学版),2001 ,41 (10):118-122.
Yan Yong,Du Jihong,Feng Yuankun.Coordinate control strategy for 10 MW high temperature gascooled reactor[J].Journal of Tsinghua University (Science and Technology),2001,41(10):118-122.
周扬.模块式高温气冷堆核电站的协调控制策略分析[J].热力透平,2018,47(3):217-220.
Zhou Yang.Coordinated control strategy of nuclear power plant with Pebble-Bed modular high temperature gas-cooled reactor[J].Thermal Turbine ,2018,47 (3):217-220.
李君仪,董哲,程仲华.高温气冷堆氢电联产核电厂的协调控制研究[J].自动化仪表,2023,44 (增刊1):348-352.
Li Junyi,Dong Zhe,Cheng Zhonghua.Coordinated control study of high temperature gas-cooled reactor hydrogen cogeneration nuclear power plant[J]. Process Automation Instrumentation,2023 ,44 (S1):348-352.
吴长浩,姜明月,宁可,等.基于开式空气布雷顿循环的气冷微堆解耦控制方法研究[J].自动化仪表, 2025,46(9):51-58.
Wu Changhao,Jiang Mingyue,Ning Ke,et al.Research on decoupling control methods for gas-cooled micro-reactor based on the open-air Brayton cycle[J]. Process Automation Instrumentation,2025,46 (9):51-58.
张茹,孙培伟,魏新宇.热电联产压水堆核电机组解耦控制[J].哈尔滨工程大学学报,2023,44 (12):2201-2207.
Zhang Ru,Sun Peiwei,Wei Xinyu.Decoupling control of cogeneration PWR nuclear power plant[J]. Journal of Harbin Engineering University, 2023, 44(12):2201-2207.
Sun Yuanxiang,Kong Dehao,Zhang Zhenbin,et al. Decoupled distributed control of offshore wind farms connected to DR-HVDC based on novel adaptive virtual impedance [J].IEEE Transactions on Power Electronics,2024,39(11):15242-15256.
Turk A,Wu Qiuwei,Zhang Menglin.Model predictive control based real-time scheduling for balancing multiple uncertainties in integrated energy system with power-to-x [J]. International Journal of Electrical Power & Energy Systems,2021,130:107015.
Adaryani M R,Taher S A,Guerrero J M.Improved direct model predictive control for variable magnitude variable frequency wave energy converter connected to constant power load [J].Journal of Energy Storage, 2021,43:103175.
Shahzad S,Abbasi M A,Chaudhry M A,et al.Model predictive control strategies in microgrids:a concise revisit [J].IEEE Access,2022,10:122211-122225.
Zhang Mengfan,Xu Qianwen,Zhang Chuanlin,et al. Decentralized coordination and stabilization of hybrid energy storage systems in DC microgrids [J].IEEE Transactions on Smart Grid, 2022, 13 (3): 1751-1761.
Chen Weihan,Mattson N S,You Fengqi.Intelligent control and energy optimization in controlled environment agriculture via nonlinear model predictive control of semi-closed greenhouse [J].Applied Energy,2022, 320:119334.
Cheng Lan,Wu Wenjie,Qiu Lin,et al.An improved data-driven based model predictive control for zero-sequence circulating current suppression in paralleled converters [J]. International Journal of Electrical Power & Energy Systems,2022,143:108401.
Eliasi H,Menhaj M B,Ghaffari A.Model predictive control of a pressurized water reactor with a nonlinear model [J].Annals of Nuclear Energy,2011,38 (9):1963-1970.
马骞,孙培伟,魏新宇.空间堆线性变参数模型预测控制方法[J].西安交通大学学报,2024,58(11):164-175.
Ma Qian,Sun Peiwei,Wei Xinyu.Predictive control method based on linear varying parameter model for space nuclear reactors[J].Journal of Xi'an Jiaotong University,2024,58(11):164-175.
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