• 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