DocumentCode
2424664
Title
BP Neural Network Applying in NIR Spectrum Data Processing
Author
Tang, Yujun ; Wang, Xia
Author_Institution
Coll. of Electron. & Inf. Eng., He bei Univ., Baoding, China
Volume
2
fYear
2010
fDate
26-28 Aug. 2010
Firstpage
213
Lastpage
215
Abstract
In NIR (Near Infrared) spectrum analysis NIR spectrum data is complicated, so it is difficult to analysis the NIR spectrum data. Adopting the linear processing method the data deviation will influence the measuring result. But BP neural network applying in NIR spectrum detection can effectively avoid the data deviation influence. So the paper brings the method of applying BP neural networks in NIR spectrum measurement system, and designs the structure of BP neural network, and establishes correction model by BP neural network.
Keywords
backpropagation; data analysis; infrared spectra; neural nets; petroleum; BP neural network; NIR spectrum data processing; linear processing method; near infrared spectrum analysis; Artificial neural networks; Petroleum; Smoothing methods; Spectral analysis; Spectrogram; Spectroscopy; Training; NIR spectrum; data processing; diesel oil; neural network;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Human-Machine Systems and Cybernetics (IHMSC), 2010 2nd International Conference on
Conference_Location
Nanjing, Jiangsu
Print_ISBN
978-1-4244-7869-9
Type
conf
DOI
10.1109/IHMSC.2010.153
Filename
5592087
Link To Document