The Research on the Fault Diagnosis for Boiler System Based on Fuzzy Neural Network

被引：0

作者：

Zhao, Yawei ^{[1
]}

Chen, Liang ^{[1
]}

Yang, Qing ^{[1
]}

机构：

[1] Shenyang Ligong Univ, Shenyang 110168, Peoples R China

来源：

2008 7TH WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION, VOLS 1-23 | 2008年

关键词：

fuzzy neural network; BP algorithm; fault diagnosis; boiler system;

D O I：

10.1109/WCICA.2008.4594273

中图分类号：

TP [自动化技术、计算机技术];

学科分类号：

0812 ;

摘要：

The fuzzy logic was pulled in the neural network and the application of fault diagnosis for boiler system with the integrated fuzzy neural network is researched on the basic of the introductions of the basic principle of artificial neural network (ANN) and the principle of fault diagnosis for boiler system based on neural network. A example of training progress and testing results about the sample of boiler was given. And at last, it is proved that this integrated method can acquire a better result on fault diagnosis for boiler through error analysis compared with the traditional standard BP network.

引用

页码：8552 / 8556

页数：5