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
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;
Conference_Titel :
Intelligent Control and Automation, 2002. Proceedings of the 4th World Congress on
Print_ISBN :
0-7803-7268-9
DOI :
10.1109/WCICA.2002.1020869
