Title :
The research on the fault diagnosis for boiler system based on fuzzy neural network
Author :
Zhao, Yawei ; Chen, Liang ; Yang, Qing
Author_Institution :
Shenyang Ligong Univ., Shenyang
Abstract :
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.
Keywords :
backpropagation; boilers; fault diagnosis; fuzzy neural nets; mechanical engineering computing; artificial neural network; boiler system; error analysis; fault diagnosis; fuzzy logic; fuzzy neural network; Artificial neural networks; Automation; Boilers; Electronic mail; Fault diagnosis; Fuzzy control; Fuzzy logic; Fuzzy neural networks; Intelligent control; Testing; BP algorithm; boiler system; fault diagnosis; fuzzy neural network;
Conference_Titel :
Intelligent Control and Automation, 2008. WCICA 2008. 7th World Congress on
Conference_Location :
Chongqing
Print_ISBN :
978-1-4244-2113-8
Electronic_ISBN :
978-1-4244-2114-5
DOI :
10.1109/WCICA.2008.4594273