title: Screening analysis of biodiesel feedstock using UV-vis, NIR and synchronous fluorescence spectrometries and the successive projections algorithm.
abstract: This paper investigates the use of UV-vis, near infrared (NIR) and synchronous fluorescence (SF) spectrometries coupled with multivariate classification methods to discriminate biodiesel samples with respect to the base oil employed in their production. More specifically, the present work extends previous studies by investigating the discrimination of corn-based biodiesel from two other biodiesel types (sunflower and soybean). Two classification methods are compared, namely full-spectrum SIMCA (soft independent modelling of class analogies) and SPA-LDA (linear discriminant analysis with variables selected by the successive projections algorithm). Regardless of the spectrometric technique employed, full-spectrum SIMCA did not provide an appropriate discrimination of the three biodiesel types. In contrast, all samples were correctly classified on the basis of a reduced number of wavelengths selected by SPA-LDA. It can be concluded that UV-vis, NIR and SF spectrometries can be successfully employed to discriminate corn-based biodiesel from the two other biodiesel types, but wavelength selection by SPA-LDA is key to the proper separation of the classes.
authors: FIA Lab., INQUISUR-CONICET, Sector Química Analítica, Universidad Nacional del Sur. Av. Alem 1253, B8000CPB Bahía Blanca, Argentina.
authors: Matías
authors: M
authors: Insausti
authors: Adriano A
authors: AA
authors: Gomes
authors: Fernanda V
authors: FV
authors: Cruz
authors: Marcelo F
authors: MF
authors: Pistonesi
authors: Mario C U
authors: MC
authors: Araujo
authors: Roberto K H
authors: RK
authors: Galvão
authors: Claudete F
authors: CF
authors: Pereira
authors: Beatriz S F
authors: BS
authors: Band
mesh_terms: D000465:Algorithms; D056804:Biofuels / Q000032:analysis*; D016002:Discriminant Analysis; D005456:Fluorescent Dyes / Q000737:chemistry; D015233:Models, Statistical; D011786:Quality Control; D013050:Spectrometry, Fluorescence; D013056:Spectrophotometry, Ultraviolet; D019265:Spectroscopy, Near-Infrared; D013057:Spectrum Analysis / Q000295:instrumentation / Q000379:methods*
chemical_list: D056804:Biofuels; D005456:Fluorescent Dyes