Title :
Design and Implementation of BP Neural Network Based on LabVIEW in Fault Diagnosis
Author :
Gao Hongtao ; Chen Xiaoning ; Zhang Libin ; Wu Wenjian
Author_Institution :
PLA Univ. of Sci. & Technol., Nanjing, China
Abstract :
This article describes the application principle of BP Neural Network and introduces a kind of method that through calling the application program of MATLAB to realize BP Neural Network. By the method of the hybrid programming of MATLAB and Lab VIEW, we can play the advantages of both fully. It is possible that the complicated control arithmetic melts into virtual instrument to realize fault diagnosis.
Keywords :
backpropagation; fault diagnosis; mathematics computing; neural nets; virtual instrumentation; BP neural network; LabVIEW; MATLAB; fault diagnosis; hybrid programming; Biological neural networks; Fault diagnosis; Instruments; MATLAB; Mathematical model; Neurons; Programming; BP Neural Network; LabVIEW; MATLAB Fault diagnosis;
Conference_Titel :
Intelligent System Design and Engineering Application (ISDEA), 2012 Second International Conference on
Conference_Location :
Sanya, Hainan
Print_ISBN :
978-1-4577-2120-5
DOI :
10.1109/ISdea.2012.534
