哈尔滨商业大学学报（自然科学版）2025，Vol.41Issue(6)：707-715,9.
核电厂稳态运行工况下传感器容错控制研究
Research on fault-tolerant control for sensors in nuclear power plants under steady-state operating conditions
摘要
Abstract
Aimed at the sensor fault problem under steady-state operating conditions of nuclear power plants,this paper adopted a data-driven approach to conduct research on sensor fault-tolerant control technology.When sensors encountered faults such as deviation,gain error,or stuck failure,the fault diagnosis module quickly output diagnostic signals containing fault type,location,and severity based on the sensor's historical operating data and real-time monitoring information;the signal reconstruction module then used a Back Propagation(BP)Neural Network to accurately reconstruct the faulty data according to the diagnostic results,and subsequently connected the reconstructed signals to the nuclear power plant control system in place of the faulty signals.Through multi-condition test verification using a simulation model established based on actual nuclear power plant parameters,the results showed that this fault-tolerant control method could complete fault diagnosis and signal reconstruction within 100 ms,maintained the steady-state error of the control system within±0.5%,and exhibited significant effectiveness in fault-tolerant control for various sensor faults under steady-state operating conditions.关键词
容错控制/核电厂/稳态运行/传感器/信号重构Key words
fault-tolerant control/nuclear power plants/steady-state operation/sensors/signal reconstruction分类
机械制造引用本文复制引用
庞金旭,夏虹,张汲宇,朱一虎,姜沛奇..核电厂稳态运行工况下传感器容错控制研究[J].哈尔滨商业大学学报（自然科学版）,2025,41(6):707-715,9.基金项目
基于先进控制技术的核动力装置协调控制方案研究(G4821020)(中核集团领创科研基金) （G4821020）
