Fault Diagnosing System of Steam Generator for Nuclear Power Plant Based on Fuzzy Neural Networks

被引:0
作者
FU MingYu BIAN XinQian SHI JiCollege of Power and Nuclear Engineering Harbin Engineering University Harbin China [150001 ]
机构
关键词
neural network; steam generator; fuzzy; fault diagnosing;
D O I
暂无
中图分类号
TP183 [人工神经网络与计算];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
<正> All kinds of reasons are analysed in theory and a fault repository combined with local expert experiences is establishedaccording to the structure and the operation characteristic of steam generator in this paper. At the same time, Kohonen algo-rithm is used for fault diagnoses system based on fuzzy neural networks. Fuzzy arithmetic is inducted into neural networks tosolve uncertain diagnosis induced by uncertain knowledge. According to its self-association in the course of default diagnosis. thesystem is provided with non-supervise, self-organizing, self-learning, and has strong cluster ability and fast cluster velocity.
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页码:41 / 46
页数:6
相关论文
共 5 条
[1]  
Intelligence: computational versus artificial. MARKS R J. IEEE ACM Transactions on Networking . 1993
[2]  
Shipping nuclear power plant principle and design. WANG ZHAO-XIANG,LIU GUO-JIAN,ZHU JIA-KANG. . 1980
[3]  
Fuzzy control, neural control and intelligent cybernetics. LI XIYONG. . 1996
[4]  
The simulation building of steam generator level. ZHAO FUTAO,LIU RONG,XUYIHENG. Nuclear Power Engineering . 1996
[5]  
The main problem and countermeasure of steam generator. ZHANG FUYUAN. Nuclear Power Engineering . 1996