• DocumentCode
    1864263
  • Title

    Application of near infrared spectroscopy in quality control of Irpex lacteus

  • Author

    Na Zhang ; Di Wang ; Juan Wang ; Jiahui Lu ; Qingfan Meng ; Lirong Teng

  • Author_Institution
    College of life science, Jilin University, Changchun, China
  • fYear
    2012
  • fDate
    3-5 March 2012
  • Firstpage
    549
  • Lastpage
    553
  • Abstract
    The use of near infrared spectroscopy (NIRS) to measure the concentration of elements in Irpex lacteus was investigated. One hundred and sixty three samples were collected and traditional methods were used to determine the concentration of adenosine, polysaccharide and mannitol. The spectra were pre-treated by avitzky-golay smoothing, fast fourier transform (FFT), 1st derivative and 2nd derivative prior respectively to developing calibration models using partial least squares regression with cross-validation. The results showed that 20 point savitzky-golay smoothing treated spectr established PLS model might be used to determine three elements simultaneously. The RMSECV of optimum PLS model for adenosine, polysaccharide and mannitol were 1.15, 29.93 and 7.97, respectively. The results suggest that NIR measurements can be applied as a rapid method to determine three indicated elements in Irpex lacteus.
  • Keywords
    Irpex lacteus; near-infrared (NIR) spectroscopy; partial least-squares (PLS) regression;
  • fLanguage
    English
  • Publisher
    iet
  • Conference_Titel
    Automatic Control and Artificial Intelligence (ACAI 2012), International Conference on
  • Conference_Location
    Xiamen
  • Electronic_ISBN
    978-1-84919-537-9
  • Type

    conf

  • DOI
    10.1049/cp.2012.1038
  • Filename
    6492645