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
Link To Document :
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