DocumentCode
381076
Title
Research and application on intelligent fault diagnosis based on BP neural net
Author
Chen, Wei ; Fang, Tingjian ; Wei Qian ; MA, Yondun ; Bai, Shilei
Author_Institution
Dept. of Autom., Univ. of Sci. & Technol. of China, Hefei, China
Volume
2
fYear
2002
fDate
2002
Firstpage
1652
Abstract
The article introduces the model structure and learning arithmetic of the BP neural network, aiming at the firing command system that has the characteristic of a complicated structure, excessive constitutes, different devices, separated location, and frequent fault occurrence. The paper presents the BP neural network based intelligent fault diagnosis system and its realizing method.
Keywords
backpropagation; diagnostic expert systems; explanation; fault diagnosis; inference mechanisms; neural nets; backpropagation neural network; explaining mechanism; fault diagnosis; firing command system; learning arithmetic; model structure; reasoning mechanism; Arithmetic; Automation; Intelligent control; Intelligent structures; Intelligent systems; Learning systems; Machine intelligence; Machine learning; Neural networks; Paper technology;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Control and Automation, 2002. Proceedings of the 4th World Congress on
Print_ISBN
0-7803-7268-9
Type
conf
DOI
10.1109/WCICA.2002.1020869
Filename
1020869
Link To Document