Comparative study of the alignment method on experimental and simulated chromatographic data |
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| Authors: | Rabia Korifi Yveline Le Dréau Nathalie Dupuy |
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| Affiliation: | Laboratoire LISA, EA 4672 Equipe METICA, Case 451, Aix‐Marseille Université, Marseille Cedex, , France |
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| Abstract: | One of the major problems in the signal comparison of chromatographic data is the variability of response caused by instrumental drifts and others instabilities. Measures of quality control and evaluation of conformity are inherently sensitive to shift. It is essential to be able to compare test samples to reference samples in an evolutionary analytical environment by offsetting the inevitable drift. Therefore, prior to any multivariate analysis, the alignment of analytical signals is a compulsory preprocessing step. During recent years, many researchers have taken a greater interest in the study of the alignment. The present paper is an updated review on the alignment algorithms, methods, and improvements used in chromatography. The study is dedicated to one‐dimensional signals. Several of the exposed methods have common theoretical bases and can differ through their optimization methods. The main issue for the operator is to choose the appropriate method according to the type of signals to be processed. |
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| Keywords: | Alignment methods Chromatographic data Preprocessing Signal comparison Warping |
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