DocumentCode :
2091165
Title :
Quantitative analysis of amlodipine besylate powder using near infrared spectroscopy combined with partial least-squares
Author :
Xiao-li Liu ; Hua Li
Author_Institution :
Coll. of Environ. Sci. & Eng., Chang´an Univ., Xi´an, China
fYear :
2011
fDate :
27-29 May 2011
Firstpage :
874
Lastpage :
877
Abstract :
NIR spectroscopy technique was attempted to measure amlodipine besylate powder in this work. The HPLC method was assumed to provide the reference value of the analyte for calibration. Partial least-squares (PLS) multivariate calibrations was used to build models between the NIR spectra and concentrations of amlodipine besylate. The number of PLS factors and the spectral preprocessing methods were optimised simultaneously by cross-validation in the model calibration. The performance of the final model was evaluated according to root mean square error of cross-validation (RMSECV), root mean square error of prediction (RMSEP), correlation coefficient of calibration set (Rc) and prediction set (Rp). The results of final model were achieved as follows: RMSECV=0.224, RMSEP=0.233, Rc=0.9741 and Rp=0.9687. This work demonstrated that NIR spectroscopy with PLS algorithm could be used to analyse amlodipine besylate powder.
Keywords :
calibration; drugs; infrared spectroscopy; least squares approximations; powders; HPLC method; NIR spectroscopy; NIR spectroscopy technique; PLS algorithm; RMSECV; RMSEP; amlodipine besylate powder; model calibration; near infrared spectroscopy; partial least-squares multivariate calibrations; quantitative analysis; root mean square error of cross-validation; root mean square error of prediction; Calibration; Correlation; Pharmaceuticals; Powders; Predictive models; Root mean square; Spectroscopy; NIR spectroscopy; amlodipine besylate; partial least-squares;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
New Technology of Agricultural Engineering (ICAE), 2011 International Conference on
Conference_Location :
Zibo
Print_ISBN :
978-1-4244-9574-0
Type :
conf
DOI :
10.1109/ICAE.2011.5943928
Filename :
5943928
Link To Document :
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