A neural network based operation guidance system for procedure presentation and operation validation in nuclear power plants

Kun Mo; Seung Jun Lee; Poong Hyun Seong

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A neural network based operation guidance system for procedure presentation and operation validation in nuclear power plants

机译：一种基于神经网络的核电站操作指导系统，用于程序演示和操作验证

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An operation guidance system (OGS) was developed to regulate and supervise operators' actions during abnormal environments in nuclear power plants (NPPs). The system integrated a primitive computerized procedures system (CPS) and an operation validation system (OVS) imbedded in a virtual simulated operational environment. As the key component of the OGS, OVS provided two important functions for the operators: validated check of operations, and qualitative and quantitative effects analysis of operations. Each of operators' action was evaluated by the system and possible results were simulated by using artificial neural networks (ANN). Finally, corresponding suggestion or warning was provided to operators. This should reduce human errors during operation in emergency scenarios.

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《Annals of nuclear energy》 |2007年第10期|813-823|共11页
作者
Kun Mo; Seung Jun Lee; Poong Hyun Seong;
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作者单位

Department of Nuclear and Quantum Engineering, Korea Advanced Institute of Science and Technology, 373-1, Gusong-Dong Yusong-Ku, Daejeon 305-701, Republic of Korea;

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原文格式 PDF
正文语种英语
中图分类原子能技术;
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A neural network based operation guidance system for procedure presentation and operation validation in nuclear power plants

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