In order to investigate the feasibility of spectral transfer between near infrared spectrometric(NIRS) models of grating type and Fourier transform near infrared analyzer
the spectral transfer of original spectrum was performed by piecewise direct standardization(PDS) method
with domestic fish meal as the NIRS sample
DS2500F as the source instrument and MPA as the target one.The NIRS quantitative analysis prediction models for moisture
crude protein
crude fat
methionine and lysine were established
whose spectrum difference
applicability and accuracy were verified by correlation coefficient of cross validation(R2cv)
root mean square error of cross validation(RMSECV)
Mahalanobis distance(MD)
bias
root mean square error of prediction(RMSEP) and relative prediction deviation(RPD)
respectively.According to the verification and evaluation results
the various parameters of the prediction models established for moisture
crude protein
crude fat
methionine and lysine were not significantly different from the NIR spectrum of DS2500F instrument transferring to the target spectrum of MPA instrument.It showed that the NIR spectrum of domestic fish meal on the DS2500F instrument could be used to replace the original MPA spectrum by transmission
and model transfer was thus realized indirectly
which improved the application efficiency of NIR prediction model with good shareability and applicability.
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Related Author
FU Jia-shun
GUO Qiong
CAI Wen-sheng
SHAO Xue-guang
FAN Meng-yi
GAO Gui-hu
YU Mu-xin
CHEN Dong-ying
Related Institution
Research Center for Analytical Sciences,College of Chemistry,Nankai University
College of Electronic Information Science,Fujian Jiangxia University
College of Physics & Electronic Information Engineering,Minjiang University
Sinopec Research Institute of Petroleum Processing Co.,LTD.
Jiangsu Collaborative Innovation Center of Chinese Medicinal Resources Industrialization,National and Local Collaborative Engineering Center of Chinese Medicinal Resources Industrialization and Formulae Innovative,State Administration of Traditional Chinese Medicine Key Laboratory of Chinese Medicinal Resources Recycling Utilization,Jiangsu Key Laboratory for High Technology Research of Traditional Chinese Medicine Formulae,Nanjing University of Chinese Medicine,Nanjing