基于证据理论的核电厂时钟系统故障诊断研究

Shouyang Zhai, B. Bai
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引用次数: 0

摘要

核电站时钟系统用于向下游系统提供统一准确的时间信号。为了保证系统的高可靠性,需要研究一种合适的故障诊断方法。本文首先讨论了基于D-S证据理论的故障诊断理论。给出了基于信号流模型和贝叶斯网络的时钟系统故障诊断模型。然后利用贝叶斯网络通过搜索算法得到故障识别帧。提出了一种综合考虑系统可靠性、专家知识和经验以及专家自学的故障原因基本信念分配(BBA)获取方法。最后,提出了完整的故障诊断方法,并通过实验验证了D-S诊断方法的有效性。
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A study of fault diagnosis of nuclear power plant clock system based on evidence theory
The clock system of nuclear power plant is used to provide unified accurate time signal to downstream system. In order to keep the system in high reliability, a proper fault diagnosis method is needed to be studied. This paper first discusses the fault diagnosis theory based on D-S Evidence Theory. It gives the fault diagnosis model of clock system based on signal flow model and Bayesian network. Then it uses the Bayesian network to get the fault recognition frame by searching algorithm. A method of acquiring BBA (Basic Belief Assignment) of fault reason is proposed in consideration of system reliability, the knowledge and experience of experts, and self-study of experts. Finally, it proposes the complete method of fault diagnosis and runs an experiment to verify the validity of D-S diagnosis method.
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