Comparative study of the alignment method on experimental and simulated chromatographic data
| Autor: | Yveline Le Dréau, Nathalie Dupuy, R. Korifi |
|---|---|
| Rok vydání: | 2014 |
| Předmět: |
Chromatography
Computer science media_common.quotation_subject 010401 analytical chemistry Filtration and Separation 02 engineering and technology 021001 nanoscience & nanotechnology 01 natural sciences Signal 0104 chemical sciences Analytical Chemistry Quality (business) 0210 nano-technology media_common |
| Zdroj: | Journal of Separation Science. 37:3276-3291 |
| ISSN: | 1615-9306 |
| DOI: | 10.1002/jssc.201400700 |
| Popis: | 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. |
| Databáze: | OpenAIRE |
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